
=== 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 0.604 0.062]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.062 0.938]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.6863 top1= 77.5568

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.378



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.466


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2471 top1= 93.1818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.721



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.976



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3030 top1= 59.2047


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9664 top1= 40.9956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8313 top1= 40.6250

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1574 top1= 94.6023

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.678



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.837


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1369 top1= 95.4545

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.216


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1653 top1= 95.7386

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.415



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.704



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9718 top1= 66.3462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6750 top1= 46.9752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5823 top1= 45.1022

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1097 top1= 96.0227

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.374


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1018 top1= 97.1591

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.301



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.215


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1016 top1= 97.1591

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.265



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7435 top1= 74.4591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4208 top1= 50.2604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1132 top1= 45.4627

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0614 top1= 98.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.958


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0865 top1= 97.4432

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.231



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.910


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1008 top1= 96.3068

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.862



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5921 top1= 80.8093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2242 top1= 53.2652


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0398 top1= 44.2208

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0634 top1= 98.0114

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.829


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0572 top1= 97.7273

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.209



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.809


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0816 top1= 97.4432

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.776



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5849 top1= 81.0497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0027 top1= 55.8293


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7338 top1= 45.2424

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0399 top1= 99.1477

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.194



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.763


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0388 top1= 98.8636

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.763


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0521 top1= 98.5795

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.182



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.713



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5510 top1= 81.7808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9195 top1= 56.4804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6514 top1= 45.8734

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0409 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.712


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0349 top1= 98.8636

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.723


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0724 top1= 96.8750

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.179



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.695



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5082 top1= 83.6338


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7280 top1= 58.6338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6214 top1= 49.0986

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0310 top1= 99.4318

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.710


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0414 top1= 99.1477

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.710


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0407 top1= 99.1477

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.685



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5311 top1= 83.1330


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4612 top1= 60.9575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5569 top1= 50.0801

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0523 top1= 98.8636

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.655


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0263 top1= 99.4318

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.155



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.595


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.146



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.559



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5121 top1= 84.0144


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4655 top1= 61.8590


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2470 top1= 51.0116

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0284 top1= 99.4318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.141



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.539


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0319 top1= 99.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.504


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0217 top1= 99.4318

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.127



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.480



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4950 top1= 84.9159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4064 top1= 62.6603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1266 top1= 52.1434

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0177 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.119



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.450


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0213 top1= 99.4318

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.432


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0227 top1= 99.7159

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.115



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.428



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5235 top1= 84.2147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4833 top1= 61.5685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3343 top1= 50.8313

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.412


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0168 top1= 99.7159

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.387


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0199 top1=100.0000

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.105



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.389



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5369 top1= 83.7540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4787 top1= 61.8289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2066 top1= 51.3922

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0227 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.398


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0192 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.401


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0220 top1= 99.4318

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.405



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5353 top1= 83.7640


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4252 top1= 62.6302


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3075 top1= 51.1318

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0161 top1= 99.7159

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.402


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0184 top1= 99.7159

=== 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: 0.0233 top1= 99.7159

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.401



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5261 top1= 83.9243


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4868 top1= 61.6787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4276 top1= 50.5809

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0175 top1= 99.7159

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.406


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0188 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.394


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0185 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.402



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5814 top1= 82.3618


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4949 top1= 61.7989


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2922 top1= 50.9415

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0278 top1= 99.1477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0200 top1= 99.7159

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.406


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0224 top1= 99.4318

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.113



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5528 top1= 83.2933


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4649 top1= 62.1695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3680 top1= 50.9315

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0158 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.413


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0194 top1= 99.7159

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.401


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0259 top1= 99.4318

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.111



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.414



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5366 top1= 83.8842


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4853 top1= 61.8590


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5267 top1= 50.2704

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0166 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.414


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0186 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0188 top1=100.0000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.406



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5875 top1= 82.2917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5022 top1= 61.6787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3321 top1= 50.5809

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0310 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.415


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.111



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.411


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0228 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.114



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.427



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5564 top1= 83.1831


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4902 top1= 61.7288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3412 top1= 50.7913

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0164 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.423


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0201 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.411


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0246 top1= 99.1477

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.113



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.423



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5548 top1= 83.3634


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4668 top1= 62.3898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5042 top1= 50.3806

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0163 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.420


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0181 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.399


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0186 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.401



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5918 top1= 82.2616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4899 top1= 61.8690


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3076 top1= 50.8714

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0249 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.399


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0191 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.407



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5655 top1= 82.8025


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5091 top1= 61.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3805 top1= 50.6310

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0181 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.404


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0182 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.106



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.396


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0270 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.418



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5495 top1= 83.5036


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4844 top1= 62.0994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5622 top1= 50.1302

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0159 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0198 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.402


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6063 top1= 82.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4798 top1= 62.2997


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3539 top1= 50.6110

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0276 top1= 99.1477

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.413


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0185 top1=100.0000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.409


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0220 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.416



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5613 top1= 83.0529


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5159 top1= 61.6787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3768 top1= 50.7011

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0185 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.420


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0184 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.404


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0239 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.417



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5541 top1= 83.4335


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5175 top1= 61.5785


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5371 top1= 50.3405

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0177 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.418


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

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.402


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0206 top1= 99.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.110



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.412



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6006 top1= 82.2115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4728 top1= 62.4499


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3417 top1= 50.8313

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0221 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.412


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0182 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.401


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0182 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5803 top1= 82.5421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4844 top1= 62.2095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4037 top1= 50.6010

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0172 top1= 99.7159

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.400


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0172 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.105



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.390


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0234 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5598 top1= 83.1831


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5099 top1= 61.7688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5578 top1= 50.2304

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.409


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.106



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.393


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0192 top1=100.0000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.108



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6009 top1= 82.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5249 top1= 61.5485


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3896 top1= 50.6310

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0245 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.410


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0179 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.404


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0211 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.111



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.414



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5767 top1= 82.7324


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4730 top1= 62.6102


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4237 top1= 50.6110

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0166 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.413


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0187 top1= 99.7159

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.398


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0232 top1= 99.1477

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.110



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5556 top1= 83.3834


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5107 top1= 61.8890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5890 top1= 50.2003

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0165 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.413


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0178 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.397


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0189 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6052 top1= 81.9511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5135 top1= 61.7588


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3989 top1= 50.7011

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0240 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.406


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0169 top1=100.0000

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.396


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0204 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5756 top1= 82.6723


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5361 top1= 61.4383


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4028 top1= 50.6711

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0185 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.409


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.107



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.400


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0244 top1= 99.1477

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.111



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.414



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5682 top1= 83.0629


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4693 top1= 62.6302


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5516 top1= 50.3506

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0157 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.415


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0182 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.400


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0182 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.406



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6055 top1= 82.0212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5047 top1= 62.0493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4241 top1= 50.5909

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0194 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0162 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.106



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.392


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0195 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5859 top1= 82.4419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5168 top1= 61.6386


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4241 top1= 50.5909

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0234 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.402


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0165 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.106



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.393


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0220 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.110



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5623 top1= 82.9627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5557 top1= 61.2881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5227 top1= 50.4307

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0174 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.414


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0187 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.408


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0253 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.114



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.426



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5858 top1= 82.6422


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4713 top1= 62.7003


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4960 top1= 50.3405

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0156 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0181 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.402


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0173 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=0.402



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6142 top1= 81.8409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4915 top1= 62.2296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4213 top1= 50.4607

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0285 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.408


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1=100.0000

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



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.407


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0213 top1=100.0000

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



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.410



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5707 top1= 82.8425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5486 top1= 61.3782


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4598 top1= 50.4006

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0201 top1=100.0000

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



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.414


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0189 top1= 99.7159

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



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.404


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0268 top1= 98.8636

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.113



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5485 top1= 83.4936


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5519 top1= 61.3882


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6853 top1= 49.8097

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.115



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.430


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0193 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.113



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0227 top1= 99.4318

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.115



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.434



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5925 top1= 82.4619


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4768 top1= 62.5801


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4589 top1= 50.6510

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0192 top1= 99.7159

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.116



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.437


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0216 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.112



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.418


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0201 top1= 99.7159

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.416



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6026 top1= 82.1014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5087 top1= 61.9992


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3823 top1= 50.5909

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0293 top1= 99.4318

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.114



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.427


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0175 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.112



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0218 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.113



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.423



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5739 top1= 82.8025


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5352 top1= 61.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4773 top1= 50.4908

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0181 top1= 99.7159

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.423


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0182 top1= 99.7159

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.411


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0312 top1= 99.1477

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



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.429



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5569 top1= 83.2933


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5358 top1= 61.5885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6512 top1= 50.0000

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.116



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.435


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0183 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.113



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0212 top1= 99.4318

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.114



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.428



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6089 top1= 82.0413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4873 top1= 62.5100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4382 top1= 50.6010

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0254 top1= 99.1477

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.115



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.435


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0190 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.113



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.422


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0235 top1= 99.7159

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.114



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.425



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5803 top1= 82.7023


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5268 top1= 61.7889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4186 top1= 50.5108

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0197 top1= 99.4318

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.115



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.434


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1= 99.7159

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.111



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.417


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0243 top1= 99.1477

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.113



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.420



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5583 top1= 83.2732


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5278 top1= 61.6587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6019 top1= 50.2604

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0197 top1= 99.7159

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.424


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0181 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.109



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


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0229 top1= 99.7159

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.113



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5839 top1= 82.5020


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5609 top1= 61.3782


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4859 top1= 50.5108

