
=== 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 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.6859 top1= 77.5568

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.379



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.468


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2530 top1= 93.1818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.729



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=3.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3199 top1= 59.0244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9942 top1= 40.9255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9455 top1= 40.4447

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1567 top1= 94.6023

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.681



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.851


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1370 top1= 95.7386

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.535



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.220


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1733 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.416



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.706



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0003 top1= 63.7220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6848 top1= 46.9151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6520 top1= 45.0921

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1088 top1= 96.3068

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.337



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.375


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0997 top1= 96.8750

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.299



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.212


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1013 top1= 97.1591

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.264



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7642 top1= 73.7280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5037 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1760 top1= 45.2825

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0660 top1= 98.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.953


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0894 top1= 97.4432

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.229



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.904


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1086 top1= 95.4545

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.858



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6196 top1= 79.6474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1912 top1= 53.1751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9926 top1= 44.8417

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0563 top1= 98.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.211



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.823


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0604 top1= 97.7273

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.808


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0735 top1= 98.0114

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.199



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.780



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5839 top1= 81.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0129 top1= 55.9095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8622 top1= 44.7716

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0405 top1= 99.1477

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.197



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.777


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0521 top1= 98.0114

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.199



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.771


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0557 top1= 98.2955

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.718



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5407 top1= 81.9912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0010 top1= 56.5505


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6285 top1= 46.2139

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0377 top1= 99.4318

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.718


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0372 top1= 98.8636

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.188



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.720


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0836 top1= 97.4432

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.690



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5166 top1= 83.7039


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6669 top1= 59.3349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6174 top1= 49.4091

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0388 top1= 98.8636

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.711


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0373 top1= 99.1477

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.697


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0416 top1= 99.1477

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.656



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5257 top1= 83.5837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5108 top1= 60.8674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5695 top1= 49.5793

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0348 top1= 99.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.637


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0321 top1= 99.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.151



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.578


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0276 top1= 99.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.143



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.546



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5197 top1= 83.4736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4488 top1= 62.2095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3709 top1= 49.3490

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0293 top1= 99.7159

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.514


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0280 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.127



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.482


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0241 top1= 99.4318

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.122



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.460



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5178 top1= 84.1647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4134 top1= 63.0208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2463 top1= 50.8514

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0227 top1= 99.4318

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.118



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.445


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0218 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.114



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.429


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0223 top1=100.0000

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.113



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5106 top1= 84.3550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4308 top1= 62.7003


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3189 top1= 50.9014

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0211 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.407


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0167 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.399


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0214 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.400



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5517 top1= 83.1931


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4023 top1= 63.1811


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3151 top1= 50.6711

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0193 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.394


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.106



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.391


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0197 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.105



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5655 top1= 82.9928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4075 top1= 63.2212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3666 top1= 50.3806

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0236 top1= 99.7159

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0189 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.390


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0202 top1=100.0000

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.391



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5484 top1= 83.3834


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4389 top1= 62.7604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4174 top1= 50.2604

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0214 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0186 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.389


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0230 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.398



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5498 top1= 83.4135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4328 top1= 62.9507


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4443 top1= 50.2003

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.397


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0199 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.401



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5792 top1= 82.8225


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4153 top1= 63.3814


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3865 top1= 50.4407

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0199 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.398


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0185 top1=100.0000

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.389


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0193 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.391



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5746 top1= 82.7123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4400 top1= 62.8906


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4058 top1= 50.2804

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0227 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.392


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0175 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.386


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0201 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.105



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5671 top1= 82.9527


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4461 top1= 62.8405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4389 top1= 50.3906

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0198 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.105



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.388


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0179 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.384


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0213 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.392



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5658 top1= 83.1030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4263 top1= 63.2011


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4695 top1= 50.1302

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.392


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0178 top1=100.0000

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.382


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0188 top1= 99.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.105



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5801 top1= 82.6923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4436 top1= 63.0909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4316 top1= 50.2504

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0216 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.394


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0183 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.386


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0200 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.390



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5860 top1= 82.4519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4478 top1= 62.8405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4153 top1= 50.3105

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0227 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.392


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0171 top1=100.0000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.387


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0215 top1= 99.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.393



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5697 top1= 82.9828


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4476 top1= 62.9307


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4589 top1= 50.3806

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0190 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.105



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.390


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.387


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0225 top1= 99.4318

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.397



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5734 top1= 83.0829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4285 top1= 63.3914


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4789 top1= 50.2003

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0178 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.396


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0179 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.384


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0188 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.105



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5859 top1= 82.5421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4483 top1= 62.9607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4528 top1= 50.2504

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0247 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.394


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0173 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.389


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0191 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.393



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5867 top1= 82.5020


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4682 top1= 62.7404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4390 top1= 50.3606

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0214 top1= 99.7159

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.390


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0227 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.396



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5693 top1= 83.1430


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4536 top1= 63.0308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4921 top1= 50.2304

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0181 top1=100.0000

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.385


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0200 top1= 99.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.393



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5712 top1= 83.0529


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4405 top1= 63.3213


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5010 top1= 50.2204

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0171 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.385


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0200 top1= 99.7159

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.391



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5873 top1= 82.5020


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4689 top1= 62.6703


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4605 top1= 50.2604

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0258 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.399


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0196 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.402



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5919 top1= 82.5421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4702 top1= 62.7204


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4571 top1= 50.3405

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0224 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.402


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.399


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0247 top1= 99.1477

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5699 top1= 83.2031


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4468 top1= 63.1911


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4961 top1= 50.2905

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0170 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.401


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0182 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.389


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0211 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.396



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5574 top1= 83.3934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4643 top1= 62.7905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5480 top1= 50.0501

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0199 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.398


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0174 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.388


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0189 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.396



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5922 top1= 82.3918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4764 top1= 62.7704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4750 top1= 50.2905

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0248 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.405


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0175 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.402


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0208 top1= 99.4318

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.111



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.411



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5964 top1= 82.3718


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4741 top1= 62.7003


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4647 top1= 50.2204

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0223 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.410


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0192 top1= 99.7159

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.399


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0224 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.400



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5715 top1= 83.1931


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4515 top1= 63.1711


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5027 top1= 50.3205

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0179 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.399


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.390


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0235 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.397



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5518 top1= 83.5236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4856 top1= 62.4900


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5780 top1= 49.9299

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0210 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.402


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0169 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.106



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.392


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0186 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.400



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5905 top1= 82.5821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4838 top1= 62.6202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4864 top1= 50.3506

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0235 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.408


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0180 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.405


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0218 top1= 99.4318

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.111



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.411



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5957 top1= 82.4820


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4837 top1= 62.6803


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4733 top1= 50.1803

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0224 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.414


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0198 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.401


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0197 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.401



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5816 top1= 82.9127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4490 top1= 63.3113


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5095 top1= 50.3906

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0192 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.397


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0182 top1= 99.7159

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.388


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0259 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.398



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5563 top1= 83.5537


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4981 top1= 62.4900


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6032 top1= 49.8898

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0195 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.403


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0159 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.106



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.392


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0182 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.401



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5916 top1= 82.5421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4828 top1= 62.6502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5236 top1= 50.2804

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0228 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.409


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0187 top1= 99.7159

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.404


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0221 top1= 99.4318

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.110



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.409



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6053 top1= 82.3017


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4842 top1= 62.7905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4720 top1= 50.2404

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0250 top1= 99.4318

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.415


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0207 top1= 99.7159

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.403


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0189 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5883 top1= 82.7324


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4672 top1= 62.8806


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5165 top1= 50.3706

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0208 top1= 99.7159

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.401


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0197 top1= 99.7159

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.106



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.392


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0275 top1= 99.4318

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.399



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5596 top1= 83.4635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4953 top1= 62.5401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6407 top1= 49.5793

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0190 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.405


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0158 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5803 top1= 82.9427


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4992 top1= 62.4900


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5669 top1= 50.2204

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0202 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.413


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0191 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.403


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0207 top1= 99.4318

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.110



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.409



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6215 top1= 81.8810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4640 top1= 63.1611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4781 top1= 50.0300

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0329 top1= 99.1477

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.419


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0198 top1= 99.7159

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.113



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0234 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.115



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.431



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5805 top1= 82.8125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5171 top1= 62.1895


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5204 top1= 50.0701

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0226 top1= 99.1477

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.115



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.433


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0190 top1= 99.7159

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.411


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0225 top1= 99.7159

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.407



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5643 top1= 83.3433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4895 top1= 62.5701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5774 top1= 49.8798

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0198 top1= 99.7159

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.405


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0166 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.398


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0225 top1= 99.1477

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.110



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.409



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5755 top1= 83.1430


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4970 top1= 62.5701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5874 top1= 50.0300

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0183 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.410


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0212 top1= 99.7159

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.396


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0186 top1= 99.7159

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6140 top1= 82.1214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4595 top1= 63.1310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5099 top1= 50.2704

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0246 top1= 99.4318

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.415


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0179 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.408


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0206 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.110



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.411



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5923 top1= 82.5921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5168 top1= 62.2095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5471 top1= 50.1502

