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

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

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

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



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



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.567 0.1  ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.1   0.9  ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0638 top1= 42.3295

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6574 top1= 51.9886

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1011 top1= 32.7023


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6692 top1= 38.7019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4270 top1= 34.0645

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2076 top1= 68.4659

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



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9268 top1= 76.7045

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.371


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6972 top1= 84.3750

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.406



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5648 top1= 62.9006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8158 top1= 39.2728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7444 top1= 35.6470

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4943 top1= 90.3409

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.411


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4698 top1= 90.3409

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.382


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3859 top1= 88.6364

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.336



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0627 top1= 73.2171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2451 top1= 40.5248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5409 top1= 39.6835

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2417 top1= 94.0341

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.291


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2732 top1= 92.8977

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.248


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2674 top1= 92.6136

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.210



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8577 top1= 75.2704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9473 top1= 45.2925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2271 top1= 42.3778

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1891 top1= 94.0341

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.183


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2260 top1= 93.7500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.161


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2225 top1= 93.1818

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7420 top1= 76.7328


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7659 top1= 49.3089


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0613 top1= 46.4844

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1604 top1= 94.8864

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1975 top1= 95.1705

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



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


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1923 top1= 94.3182

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6667 top1= 77.6843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6396 top1= 51.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9465 top1= 49.3189

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1405 top1= 95.7386

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



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


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1772 top1= 95.1705

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1706 top1= 94.8864

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6128 top1= 78.5357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5556 top1= 53.9263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8600 top1= 50.9816

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1250 top1= 96.3068

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



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


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1609 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1537 top1= 94.8864

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5717 top1= 79.2568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4924 top1= 55.7492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7947 top1= 51.7428

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1123 top1= 96.5909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1466 top1= 96.0227

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1401 top1= 95.4545

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5404 top1= 80.4087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4475 top1= 57.0312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7388 top1= 52.4139

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1014 top1= 96.8750

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1344 top1= 96.3068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1279 top1= 95.7386

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5153 top1= 81.4603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4144 top1= 58.0529


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6945 top1= 53.1350

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0918 top1= 98.0114

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1225 top1= 96.5909

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1173 top1= 95.7386

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4953 top1= 82.2316


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3833 top1= 59.3049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6637 top1= 53.8562

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0835 top1= 98.0114

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1117 top1= 96.5909

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1076 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4782 top1= 83.1731


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3657 top1= 60.0561


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6285 top1= 54.6374

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0764 top1= 98.5795

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1019 top1= 96.8750

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0988 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4634 top1= 83.9143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3419 top1= 60.9375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6085 top1= 55.2083

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0698 top1= 99.1477

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0932 top1= 97.1591

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



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


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0911 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4522 top1= 84.3850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3275 top1= 61.6186


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5856 top1= 55.7091

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0644 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0851 top1= 97.1591

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



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


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0837 top1= 96.5909

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4416 top1= 84.7756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3087 top1= 62.3598


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5697 top1= 56.2200

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0598 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0776 top1= 97.4432

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0776 top1= 96.8750

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4325 top1= 85.2364


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2969 top1= 62.9908


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5457 top1= 56.6707

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0553 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0708 top1= 97.7273

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0714 top1= 96.8750

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4253 top1= 85.5369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2855 top1= 63.6619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5280 top1= 57.1214

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0517 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0643 top1= 98.0114

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.008



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


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0666 top1= 98.0114

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4192 top1= 85.6971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2780 top1= 64.1426


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5169 top1= 57.5621

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0483 top1= 99.7159

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0588 top1= 98.8636

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0616 top1= 98.2955

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4145 top1= 85.8974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2657 top1= 64.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5092 top1= 57.9227

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0454 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0535 top1= 99.4318

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0577 top1= 98.2955

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4093 top1= 86.0577


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2588 top1= 65.1442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4928 top1= 58.4635

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0426 top1= 99.7159

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



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


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0492 top1= 99.7159

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



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


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0540 top1= 98.2955

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4065 top1= 86.2680


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2478 top1= 65.7752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4854 top1= 58.8942

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0403 top1= 99.7159

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0447 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0508 top1= 98.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4020 top1= 86.4683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2409 top1= 66.0256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4714 top1= 59.3149

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0383 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0413 top1= 99.7159

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0476 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3998 top1= 86.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2387 top1= 66.3061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4583 top1= 59.8357

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0363 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0383 top1=100.0000

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


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

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3977 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2268 top1= 66.7668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4502 top1= 60.3466

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0346 top1= 99.4318

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0356 top1=100.0000

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



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


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0422 top1= 99.1477

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3951 top1= 86.8790


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2239 top1= 67.1775


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4346 top1= 60.7372

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0330 top1= 99.4318

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0332 top1=100.0000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0395 top1= 99.1477

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3937 top1= 86.9992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2170 top1= 67.6883


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4217 top1= 61.3281

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0316 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0309 top1=100.0000

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0369 top1= 99.1477

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3925 top1= 87.0092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2076 top1= 68.0689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4137 top1= 61.6486

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0300 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0289 top1=100.0000

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0345 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3907 top1= 87.2095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2049 top1= 68.2492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3877 top1= 62.2396

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0294 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0274 top1=100.0000

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0321 top1= 99.7159

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3903 top1= 87.2396


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2029 top1= 68.5998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3754 top1= 62.5801

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0281 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0254 top1=100.0000

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0300 top1=100.0000

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3895 top1= 87.3397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1972 top1= 68.8902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3698 top1= 62.8706

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0271 top1= 99.4318

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0239 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0275 top1=100.0000

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3896 top1= 87.3998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1962 top1= 69.1907


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3470 top1= 63.5317

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0267 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0226 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0253 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3887 top1= 87.4800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2058 top1= 69.2909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3361 top1= 63.8622

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0260 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0218 top1=100.0000

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



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


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0230 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3887 top1= 87.5501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2071 top1= 69.6014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3282 top1= 64.2929

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0260 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0208 top1=100.0000

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0215 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3880 top1= 87.5200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2059 top1= 70.0120


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3136 top1= 64.8438

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0255 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0206 top1=100.0000

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0197 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3866 top1= 87.6202


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2133 top1= 70.1522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3056 top1= 65.0841

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0248 top1= 99.7159

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0202 top1=100.0000

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0188 top1=100.0000

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3854 top1= 87.7003


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2104 top1= 70.2925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2995 top1= 65.3546

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0232 top1=100.0000

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0201 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0178 top1=100.0000

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3835 top1= 87.7804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1948 top1= 70.6330


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2936 top1= 65.5749

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0211 top1=100.0000

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


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

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0172 top1=100.0000

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3813 top1= 87.9006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1826 top1= 70.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2884 top1= 65.8253

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0190 top1=100.0000

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0183 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0167 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3787 top1= 88.0108


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1655 top1= 71.0837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2811 top1= 66.1158

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0171 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0168 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0161 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3770 top1= 88.1210


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1448 top1= 71.3842


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2782 top1= 66.3562

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

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0153 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0154 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3756 top1= 88.1811


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1287 top1= 71.7648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2699 top1= 66.6266

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0150 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0139 top1=100.0000

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



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0147 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3743 top1= 88.2512


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1157 top1= 72.0853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2651 top1= 66.8570

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0143 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0132 top1=100.0000

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



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0139 top1=100.0000

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



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3743 top1= 88.3013


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1058 top1= 72.3858


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2577 top1= 67.1575

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0139 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0126 top1=100.0000

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



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0134 top1=100.0000

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



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3736 top1= 88.3013


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0949 top1= 72.8766


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2506 top1= 67.3978

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0136 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0122 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0128 top1=100.0000

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



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3725 top1= 88.4014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0919 top1= 73.1470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2474 top1= 67.5080

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0129 top1=100.0000

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



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0119 top1=100.0000

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0123 top1=100.0000

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3718 top1= 88.4615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0777 top1= 73.5877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2387 top1= 67.7885

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0126 top1=100.0000

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



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


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0114 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0118 top1=100.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3709 top1= 88.5617


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0707 top1= 73.8582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2316 top1= 67.9788

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0121 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0114 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3701 top1= 88.6118


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0609 top1= 74.1987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2234 top1= 68.1891

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0110 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3692 top1= 88.7520


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0536 top1= 74.3890


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2187 top1= 68.3393

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0106 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3683 top1= 88.8922


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0466 top1= 74.6895


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2080 top1= 68.6198

