
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker BitFlippingWorker

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2767 top1= 17.6136

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2480 top1= 20.1705

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2238 top1= 31.4103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2219 top1= 32.1414


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2221 top1= 30.7091

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2199 top1= 24.1477

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1910 top1= 32.9545

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.1463 top1= 37.7841

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1174 top1= 47.9868


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1147 top1= 49.6795


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1163 top1= 46.5645

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.1173 top1= 38.9205

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0732 top1= 45.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.0122 top1= 51.4205

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9692 top1= 57.7524


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9664 top1= 58.1130


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9676 top1= 57.2516

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9763 top1= 49.1477

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.9115 top1= 52.8409

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.8241 top1= 58.2386

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7630 top1= 66.4864


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7585 top1= 66.3261


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7615 top1= 65.7352

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7824 top1= 60.5114

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.6937 top1= 60.2273

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.5862 top1= 62.7841

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5007 top1= 72.9367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4942 top1= 72.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4962 top1= 73.4876

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.5383 top1= 65.0568

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.4369 top1= 66.7614

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.3216 top1= 69.0341

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2157 top1= 77.8446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2162 top1= 77.9347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2120 top1= 78.0349

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.2780 top1= 70.7386

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.1951 top1= 72.4432

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.0791 top1= 72.1591

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9854 top1= 81.1899


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9777 top1= 80.9796


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9813 top1= 81.6206

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.0709 top1= 73.0114

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.0073 top1= 75.8523

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.9036 top1= 75.8523

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8120 top1= 83.3433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8112 top1= 83.0829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8063 top1= 83.9143

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.9177 top1= 75.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.8621 top1= 79.8295

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.7835 top1= 78.1250

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6950 top1= 84.5954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6943 top1= 84.1747


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6939 top1= 84.8658

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.8068 top1= 78.6932

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E10B10 |   4224/60000 (  7%) ] Loss: 0.7690 top1= 82.3864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.6866 top1= 80.9659

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6114 top1= 85.7973


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6116 top1= 85.3866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6106 top1= 86.2680

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.7267 top1= 79.2614

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E11B10 |   4224/60000 (  7%) ] Loss: 0.6926 top1= 82.3864

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.6217 top1= 81.8182

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5536 top1= 86.7188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5531 top1= 86.4383


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5526 top1= 87.0292

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.6616 top1= 82.1023

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E12B10 |   4224/60000 (  7%) ] Loss: 0.6335 top1= 84.3750

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.5641 top1= 83.8068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5103 top1= 87.4299


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5122 top1= 87.2296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5080 top1= 87.7504

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.6152 top1= 83.2386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E13B10 |   4224/60000 (  7%) ] Loss: 0.5924 top1= 85.7955

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.5244 top1= 84.3750

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4758 top1= 88.0208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4785 top1= 87.8906


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4742 top1= 88.2212

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.5804 top1= 84.0909

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E14B10 |   4224/60000 (  7%) ] Loss: 0.5677 top1= 86.0795

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.4904 top1= 86.3636

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4507 top1= 88.3614


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4531 top1= 88.2111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4498 top1= 88.5116

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.5466 top1= 84.9432

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E15B10 |   4224/60000 (  7%) ] Loss: 0.5375 top1= 86.0795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.4630 top1= 86.0795

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4279 top1= 88.7821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4298 top1= 88.5817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4277 top1= 88.8822

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.5158 top1= 86.0795

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E16B10 |   4224/60000 (  7%) ] Loss: 0.5137 top1= 88.0682

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.4451 top1= 85.7955

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4118 top1= 88.9924


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4133 top1= 88.8822


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4115 top1= 89.2127

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.4929 top1= 86.6477

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E17B10 |   4224/60000 (  7%) ] Loss: 0.4952 top1= 87.7841

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.4181 top1= 87.5000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4000 top1= 89.1526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4011 top1= 88.9623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3998 top1= 89.2929

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.4811 top1= 86.9318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E18B10 |   4224/60000 (  7%) ] Loss: 0.4830 top1= 88.3523

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.4050 top1= 87.7841

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3849 top1= 89.5333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3861 top1= 89.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3847 top1= 89.6735

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.4614 top1= 86.9318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E19B10 |   4224/60000 (  7%) ] Loss: 0.4701 top1= 88.6364

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.3921 top1= 88.3523

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3748 top1= 89.6134


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3764 top1= 89.4331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3757 top1= 89.6434

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.4461 top1= 87.5000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4552 top1= 88.9205

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.3737 top1= 89.7727

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3652 top1= 89.8137


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3669 top1= 89.5433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3657 top1= 89.8838

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4304 top1= 88.0682

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E21B10 |   4224/60000 (  7%) ] Loss: 0.4439 top1= 88.6364

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.3598 top1= 89.7727

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3567 top1= 90.1042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3597 top1= 89.8438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3560 top1= 90.2845

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4136 top1= 88.6364

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4273 top1= 90.3409

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.3467 top1= 90.9091

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3500 top1= 90.2444


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3523 top1= 90.0140


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3508 top1= 90.2444

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4101 top1= 88.0682

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4204 top1= 89.7727

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.3332 top1= 91.4773

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3439 top1= 90.2744


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3474 top1= 90.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3427 top1= 90.4547

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.4025 top1= 89.4886

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4185 top1= 89.4886

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.3300 top1= 91.4773

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3373 top1= 90.5048


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3405 top1= 90.1743


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3374 top1= 90.5950

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3938 top1= 89.2045

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4088 top1= 90.0568

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.3240 top1= 91.1932

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3324 top1= 90.5849


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3354 top1= 90.5248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3320 top1= 90.5849

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3825 top1= 88.9205

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E26B10 |   4224/60000 (  7%) ] Loss: 0.3977 top1= 90.3409

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.007


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.3153 top1= 91.7614

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3270 top1= 90.7752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3306 top1= 90.6350


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3270 top1= 90.8253

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3708 top1= 89.7727

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E27B10 |   4224/60000 (  7%) ] Loss: 0.3925 top1= 90.6250

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.3044 top1= 93.1818

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3228 top1= 90.7552


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3259 top1= 90.6350


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3237 top1= 90.8654

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3730 top1= 89.7727

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3794 top1= 90.9091

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.2929 top1= 93.4659

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3169 top1= 91.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3194 top1= 90.8454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3172 top1= 91.0256

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3569 top1= 90.0568

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3767 top1= 90.9091

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.2907 top1= 93.1818

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3143 top1= 91.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3186 top1= 90.8554


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3142 top1= 91.0457

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3560 top1= 89.7727

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3624 top1= 90.9091

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.2845 top1= 92.8977

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3084 top1= 91.1859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3104 top1= 91.0958


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3091 top1= 91.1558

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3416 top1= 90.3409

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3617 top1= 91.4773

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.2768 top1= 94.0341

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3037 top1= 91.2760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3061 top1= 91.2159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3034 top1= 91.4563

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3405 top1= 89.4886

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3612 top1= 91.7614

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.2754 top1= 93.7500

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3017 top1= 91.2961


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3014 top1= 91.4263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3036 top1= 91.2260

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3291 top1= 90.9091

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3468 top1= 92.0455

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.2639 top1= 93.7500

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2969 top1= 91.5164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2986 top1= 91.4163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2974 top1= 91.4263

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3239 top1= 90.9091

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3476 top1= 92.0455

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.2558 top1= 94.3182

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2942 top1= 91.6366


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2949 top1= 91.5365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2960 top1= 91.5966

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3199 top1= 91.1932

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3360 top1= 90.9091

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.2565 top1= 93.7500

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2909 top1= 91.7368


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2951 top1= 91.3962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2892 top1= 91.8069

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.3097 top1= 90.6250

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3327 top1= 92.0455

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.2483 top1= 94.6023

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2872 top1= 91.7869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2907 top1= 91.5064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2875 top1= 91.9271

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.3068 top1= 90.9091

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3304 top1= 92.6136

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.2485 top1= 94.3182

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2854 top1= 91.8470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2865 top1= 91.8970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2859 top1= 91.8570

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2960 top1= 91.4773

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B10 |   4224/60000 (  7%) ] Loss: 0.3179 top1= 92.0455

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2398 top1= 94.8864

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2835 top1= 91.8369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2835 top1= 91.8169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2835 top1= 91.7969

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2936 top1= 91.7614

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E39B10 |   4224/60000 (  7%) ] Loss: 0.3085 top1= 92.3295

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.2336 top1= 95.1705

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2793 top1= 92.0373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2805 top1= 92.0272


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2789 top1= 92.1174

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2897 top1= 91.7614

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E40B10 |   4224/60000 (  7%) ] Loss: 0.3148 top1= 92.3295

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2338 top1= 94.6023

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2771 top1= 92.0272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2794 top1= 91.9471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2780 top1= 92.0072

