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

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

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

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



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



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0632 top1= 42.0455

=== 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: 1.6568 top1= 53.1250

=== 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=2.1001 top1= 30.8393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6703 top1= 38.6418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4217 top1= 34.0645

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2066 top1= 69.0341

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



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9224 top1= 76.7045

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.372


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6938 top1= 84.9432

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.095



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.407



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5508 top1= 61.6486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7602 top1= 39.3329


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7096 top1= 35.6270

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4675 top1= 90.6250

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.413


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4155 top1= 90.9091

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.386


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3823 top1= 89.7727

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.344



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1153 top1= 72.1254


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2603 top1= 40.0040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4755 top1= 39.9740

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2618 top1= 93.4659

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2901 top1= 93.1818

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.262


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2859 top1= 92.3295

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.224



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9008 top1= 74.8397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9752 top1= 44.4211


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2619 top1= 42.0473

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2015 top1= 94.0341

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.196


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2391 top1= 93.7500

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.173


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2383 top1= 92.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.153



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7795 top1= 76.1819


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8002 top1= 48.0869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0987 top1= 45.4026

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1699 top1= 94.3182

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.032



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


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2092 top1= 94.6023

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.126


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2069 top1= 93.4659

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6997 top1= 77.2135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6774 top1= 50.7111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9848 top1= 48.6879

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1491 top1= 94.8864

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1884 top1= 95.1705

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



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1840 top1= 94.6023

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6451 top1= 77.9046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5928 top1= 52.5040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9131 top1= 50.4207

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1330 top1= 96.0227

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1710 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1658 top1= 94.8864

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6030 top1= 78.4756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5318 top1= 54.0565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8542 top1= 51.4223

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1198 top1= 96.5909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1565 top1= 95.7386

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1507 top1= 95.4545

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5708 top1= 79.3970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4865 top1= 55.4087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8087 top1= 52.1334

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1088 top1= 96.8750

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1435 top1= 96.3068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1381 top1= 95.7386

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5455 top1= 80.4087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4554 top1= 56.4503


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7756 top1= 52.7845

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0991 top1= 97.1591

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1319 top1= 96.5909

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1270 top1= 95.7386

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5238 top1= 81.1699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4295 top1= 57.5421


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7499 top1= 53.3754

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0903 top1= 97.7273

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



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


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1213 top1= 96.5909

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1168 top1= 96.3068

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5081 top1= 81.7708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4086 top1= 58.6338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7360 top1= 53.7760

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0828 top1= 98.0114

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



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


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1113 top1= 96.5909

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1079 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4934 top1= 82.6623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3909 top1= 59.6154


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7165 top1= 54.2568

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0762 top1= 98.5795

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1028 top1= 96.8750

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0995 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4821 top1= 83.0829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3804 top1= 60.1362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7012 top1= 54.7075

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0703 top1= 99.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0942 top1= 97.4432

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0922 top1= 96.3068

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4720 top1= 83.3834


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3649 top1= 60.6871


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6927 top1= 55.2183

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0652 top1= 99.1477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0868 top1= 97.4432

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0856 top1= 96.5909

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4641 top1= 83.7540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3545 top1= 61.2780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6802 top1= 55.5288

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0611 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0797 top1= 97.4432

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



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


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0791 top1= 96.5909

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4565 top1= 84.1146


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3450 top1= 61.7488


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6743 top1= 55.9195

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0567 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0735 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=0.038


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0733 top1= 96.8750

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4509 top1= 84.3550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3379 top1= 62.3197


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6668 top1= 56.1899

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0532 top1= 99.7159

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0671 top1= 98.0114

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0681 top1= 97.1591

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4449 top1= 84.5453


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3298 top1= 62.8606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6608 top1= 56.4503

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0500 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0620 top1= 98.5795

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0633 top1= 97.7273

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4410 top1= 84.6755


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3228 top1= 63.3413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6490 top1= 56.8309

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0470 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=0.036


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0572 top1= 98.5795

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0593 top1= 98.2955

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4364 top1= 84.9159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3192 top1= 63.7420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6432 top1= 57.0312

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0445 top1= 99.7159

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0523 top1= 98.8636

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



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


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0556 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4337 top1= 85.0861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3147 top1= 64.0825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6433 top1= 57.3117

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0419 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0483 top1= 99.4318

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0523 top1= 98.8636

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4295 top1= 85.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3036 top1= 64.6034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6321 top1= 57.5120

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0401 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0447 top1= 99.7159

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0493 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=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4281 top1= 85.3766


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3040 top1= 64.9339


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6284 top1= 57.7925

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0380 top1= 99.4318

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0416 top1= 99.7159

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0464 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=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4255 top1= 85.4868


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2972 top1= 65.2845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6265 top1= 58.1230

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0360 top1= 99.4318

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0386 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0441 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4237 top1= 85.5369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2889 top1= 65.6050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6144 top1= 58.4235

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0347 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0361 top1= 99.7159

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



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


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0416 top1= 99.1477

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4219 top1= 85.7171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2860 top1= 65.9455


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6051 top1= 58.7640

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0328 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0340 top1=100.0000

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0394 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=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4209 top1= 85.8674


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2809 top1= 66.2260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5969 top1= 59.0845

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0314 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=0.027


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1=100.0000

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0375 top1= 99.4318

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4194 top1= 85.9275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2732 top1= 66.5465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5899 top1= 59.3750

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0301 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=0.026


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0300 top1=100.0000

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0355 top1= 99.7159

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4192 top1= 85.9675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2707 top1= 66.7468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5849 top1= 59.6254

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0288 top1= 99.4318

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0282 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0339 top1= 99.7159

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4179 top1= 86.0978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2663 top1= 67.1174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5685 top1= 60.0461

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0278 top1= 99.4318

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0266 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0322 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4174 top1= 86.1078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2592 top1= 67.4980


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5622 top1= 60.3466

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0267 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0252 top1=100.0000

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



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


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0301 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4175 top1= 86.1378


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2641 top1= 67.6282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5523 top1= 60.7071

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0257 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0238 top1=100.0000

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0291 top1= 99.7159

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4167 top1= 86.2079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2546 top1= 67.8486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5408 top1= 60.9776

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0248 top1= 99.4318

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



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


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0225 top1=100.0000

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0271 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=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4169 top1= 86.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2590 top1= 68.0489


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5311 top1= 61.3281

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0241 top1= 99.4318

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0213 top1=100.0000

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0253 top1=100.0000

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4163 top1= 86.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2553 top1= 68.4896


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5187 top1= 61.6386

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0236 top1= 99.4318

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0202 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=0.021


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0236 top1=100.0000

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4165 top1= 86.3782


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2603 top1= 68.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5111 top1= 61.9692

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0232 top1= 99.7159

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0194 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0218 top1=100.0000

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4166 top1= 86.5084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2671 top1= 68.7400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5016 top1= 62.1795

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0234 top1= 99.7159

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0186 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0203 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4166 top1= 86.5785


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2719 top1= 68.8802


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4902 top1= 62.4900

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0237 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0189 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4167 top1= 86.5585


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2809 top1= 68.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4866 top1= 62.7003

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0234 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0178 top1=100.0000

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



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


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4155 top1= 86.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2913 top1= 69.0004


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4762 top1= 63.0308

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0237 top1=100.0000

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



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


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0180 top1=100.0000

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



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0167 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4153 top1= 86.6386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2895 top1= 69.2208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4749 top1= 63.1911

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0233 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0185 top1=100.0000

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



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0159 top1=100.0000

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



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4146 top1= 86.7188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2900 top1= 69.4411


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4671 top1= 63.3614

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0216 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=0.019


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0191 top1=100.0000

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



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0155 top1=100.0000

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



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4122 top1= 86.8389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2746 top1= 69.7516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4646 top1= 63.5417

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0193 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=0.018


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0185 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=0.017


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0150 top1=100.0000

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



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4098 top1= 87.0092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2502 top1= 70.2624


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4562 top1= 63.7720

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0169 top1=100.0000

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



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0182 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=0.017


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0147 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=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4071 top1= 87.0693


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2331 top1= 70.3826


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4525 top1= 63.9423

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0149 top1=100.0000

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



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0167 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0147 top1=100.0000

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



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4052 top1= 87.1695


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2153 top1= 70.6030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4482 top1= 64.1226

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0136 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=0.017


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0152 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0142 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4035 top1= 87.2596


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1952 top1= 70.7933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4427 top1= 64.4631

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0127 top1=100.0000

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



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0137 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0138 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4021 top1= 87.3798


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1834 top1= 70.9535


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4385 top1= 64.5933

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0122 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0120 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0129 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4008 top1= 87.4499


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1705 top1= 71.3041


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4315 top1= 64.8438

