
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 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: 2.2662 top1= 19.0341

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1918 top1= 30.1136

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1027 top1= 48.1571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1048 top1= 51.6026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1029 top1= 44.1006

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.0943 top1= 36.9318

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.9684 top1= 49.1477

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 2B20 |   8064/60000 ( 13%) ] Loss: 1.7745 top1= 56.8182

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5448 top1= 67.3978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5509 top1= 69.3109


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5519 top1= 67.3177

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.5766 top1= 60.7955

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.3288 top1= 66.7614

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.0854 top1= 70.4545

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8264 top1= 79.7676


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8301 top1= 79.4972


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8230 top1= 80.5589

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.9426 top1= 73.8636

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.8280 top1= 77.5568

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.7070 top1= 79.5455

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5567 top1= 84.5453


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5625 top1= 84.3349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5484 top1= 85.5569

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.6695 top1= 80.9659

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.6518 top1= 83.2386

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.5655 top1= 84.0909

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4619 top1= 86.8389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4650 top1= 86.8189


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4561 top1= 87.3998

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.5611 top1= 84.9432

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.5806 top1= 84.6591

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.5001 top1= 86.3636

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4179 top1= 87.7103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4209 top1= 87.8105


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4120 top1= 88.0709

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.5179 top1= 86.6477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.5491 top1= 85.7955

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.4663 top1= 87.5000

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3943 top1= 87.9908


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3969 top1= 88.2913


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3882 top1= 88.4916

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.4989 top1= 88.0682

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.5355 top1= 86.0795

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.4490 top1= 87.7841

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3816 top1= 88.3213


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3827 top1= 88.6619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3726 top1= 88.7620

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.4902 top1= 87.2159

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.5283 top1= 86.9318

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.4395 top1= 87.7841

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3774 top1= 88.5717


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3740 top1= 88.7420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3645 top1= 88.9123

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.4861 top1= 86.9318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E10B10 |   4224/60000 (  7%) ] Loss: 0.5317 top1= 86.6477

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.4343 top1= 86.9318

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3767 top1= 88.5016


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3703 top1= 88.8622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3604 top1= 89.0825

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.4858 top1= 87.2159

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E11B10 |   4224/60000 (  7%) ] Loss: 0.5331 top1= 86.0795

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.4301 top1= 86.9318

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3750 top1= 88.6318


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3680 top1= 89.0325


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3572 top1= 89.1727

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.4858 top1= 87.5000

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E12B10 |   4224/60000 (  7%) ] Loss: 0.5342 top1= 85.5114

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.4288 top1= 86.9318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3777 top1= 88.6518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3681 top1= 89.1126


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3555 top1= 89.2628

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.4861 top1= 87.2159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E13B10 |   4224/60000 (  7%) ] Loss: 0.5360 top1= 85.2273

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.4254 top1= 87.7841

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3821 top1= 88.6619


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3686 top1= 89.2728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3544 top1= 89.2929

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.4890 top1= 87.5000

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E14B10 |   4224/60000 (  7%) ] Loss: 0.5392 top1= 85.7955

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.4246 top1= 87.2159

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3859 top1= 88.7119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3699 top1= 89.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3546 top1= 89.3530

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.4873 top1= 87.5000

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E15B10 |   4224/60000 (  7%) ] Loss: 0.5405 top1= 86.0795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.4225 top1= 87.2159

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3870 top1= 88.6518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3708 top1= 89.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3546 top1= 89.4030

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.4892 top1= 87.7841

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E16B10 |   4224/60000 (  7%) ] Loss: 0.5433 top1= 86.3636

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.4235 top1= 86.6477

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3982 top1= 88.4916


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3781 top1= 89.1026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3579 top1= 89.2228

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.4919 top1= 88.0682

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E17B10 |   4224/60000 (  7%) ] Loss: 0.5408 top1= 86.6477

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.4304 top1= 87.2159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3828 top1= 89.0725


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3716 top1= 89.4231


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3543 top1= 89.5032

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.4936 top1= 88.9205

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E18B10 |   4224/60000 (  7%) ] Loss: 0.5432 top1= 87.2159

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.4323 top1= 87.5000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3709 top1= 89.5333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3646 top1= 89.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3518 top1= 89.7035

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.4938 top1= 88.6364

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E19B10 |   4224/60000 (  7%) ] Loss: 0.5506 top1= 86.3636

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.4331 top1= 87.2159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3720 top1= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3611 top1= 89.7636


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3522 top1= 89.8337

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.5003 top1= 88.6364

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E20B10 |   4224/60000 (  7%) ] Loss: 0.5401 top1= 86.3636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.4348 top1= 87.5000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3755 top1= 89.4832


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3605 top1= 89.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3526 top1= 89.7937

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4986 top1= 88.3523

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E21B10 |   4224/60000 (  7%) ] Loss: 0.5447 top1= 86.6477

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.4276 top1= 87.7841

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3790 top1= 89.2929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3600 top1= 89.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3535 top1= 89.7636

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4907 top1= 88.0682

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E22B10 |   4224/60000 (  7%) ] Loss: 0.5496 top1= 86.3636

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.4233 top1= 87.2159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3752 top1= 89.4732


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3600 top1= 89.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3533 top1= 89.7736

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4957 top1= 88.3523

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E23B10 |   4224/60000 (  7%) ] Loss: 0.5509 top1= 86.6477

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.4222 top1= 87.5000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3763 top1= 89.4832


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3599 top1= 89.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3533 top1= 89.8538

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.4952 top1= 88.3523

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E24B10 |   4224/60000 (  7%) ] Loss: 0.5506 top1= 86.3636

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.4227 top1= 87.5000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3771 top1= 89.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3612 top1= 89.8237


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3531 top1= 89.8838

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.4967 top1= 88.3523

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E25B10 |   4224/60000 (  7%) ] Loss: 0.5545 top1= 86.3636

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.4234 top1= 87.2159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3779 top1= 89.5132


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3614 top1= 89.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3534 top1= 89.8938

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.4973 top1= 88.9205

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E26B10 |   4224/60000 (  7%) ] Loss: 0.5544 top1= 86.3636

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.4223 top1= 87.2159

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3790 top1= 89.5232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3623 top1= 89.7736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3539 top1= 89.8738

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.4967 top1= 88.9205

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E27B10 |   4224/60000 (  7%) ] Loss: 0.5563 top1= 86.9318

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.4238 top1= 87.5000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3795 top1= 89.5533


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3620 top1= 89.7736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3540 top1= 89.8938

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.4974 top1= 88.3523

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E28B10 |   4224/60000 (  7%) ] Loss: 0.5575 top1= 86.6477

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.4247 top1= 87.2159

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3802 top1= 89.5633


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3628 top1= 89.8037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3542 top1= 89.8938

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.4985 top1= 88.6364

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E29B10 |   4224/60000 (  7%) ] Loss: 0.5588 top1= 86.9318

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.4248 top1= 87.5000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3809 top1= 89.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3633 top1= 89.7937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3548 top1= 89.9038

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.4995 top1= 88.3523

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.067


[E30B10 |   4224/60000 (  7%) ] Loss: 0.5592 top1= 86.6477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.4244 top1= 87.5000

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3816 top1= 89.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3639 top1= 89.8137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3546 top1= 89.9239

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.4993 top1= 88.9205

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068


[E31B10 |   4224/60000 (  7%) ] Loss: 0.5601 top1= 86.9318

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.4252 top1= 87.5000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3824 top1= 89.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3637 top1= 89.7736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3554 top1= 89.9239

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.5013 top1= 88.6364

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068


[E32B10 |   4224/60000 (  7%) ] Loss: 0.5614 top1= 87.2159

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.4252 top1= 87.5000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3831 top1= 89.5733


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3645 top1= 89.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3559 top1= 89.8938

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.5015 top1= 88.6364

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068


[E33B10 |   4224/60000 (  7%) ] Loss: 0.5633 top1= 86.9318

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.4259 top1= 87.5000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3838 top1= 89.5633


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3650 top1= 89.7736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3560 top1= 89.9139

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.5016 top1= 88.9205

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.069


[E34B10 |   4224/60000 (  7%) ] Loss: 0.5622 top1= 86.9318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.4262 top1= 87.5000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3843 top1= 89.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3658 top1= 89.7736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3558 top1= 89.9339

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.5027 top1= 88.9205

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.069


[E35B10 |   4224/60000 (  7%) ] Loss: 0.5648 top1= 86.9318

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.069


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.4258 top1= 87.5000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3849 top1= 89.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3652 top1= 89.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3568 top1= 89.9339

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.5025 top1= 88.9205

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070


[E36B10 |   4224/60000 (  7%) ] Loss: 0.5652 top1= 86.9318

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.069


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.4279 top1= 87.5000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3854 top1= 89.6034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3661 top1= 89.7736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3565 top1= 89.9639

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.5037 top1= 88.6364

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070


[E37B10 |   4224/60000 (  7%) ] Loss: 0.5676 top1= 86.9318

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.069


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.4281 top1= 87.2159

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3861 top1= 89.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3665 top1= 89.7937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3571 top1= 89.8638

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.5044 top1= 88.9205

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070


[E38B10 |   4224/60000 (  7%) ] Loss: 0.5667 top1= 87.2159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.4267 top1= 87.2159

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3865 top1= 89.6034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3666 top1= 89.7937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3571 top1= 89.9139

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.5043 top1= 89.2045

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071


[E39B10 |   4224/60000 (  7%) ] Loss: 0.5685 top1= 86.9318

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.4291 top1= 87.5000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3870 top1= 89.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3667 top1= 89.8237


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3575 top1= 89.9239

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5048 top1= 88.9205

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071


[E40B10 |   4224/60000 (  7%) ] Loss: 0.5691 top1= 86.9318

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.071


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.4295 top1= 87.2159

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3877 top1= 89.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3673 top1= 89.8237


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3577 top1= 89.9339

