
=== 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
=> Add worker BitFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 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 |   4576/60000 (  8%) ] Loss: 2.2814 top1= 15.0568

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2523 top1= 17.0455

=== 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=2.2204 top1= 31.1298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2188 top1= 31.8109


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2200 top1= 31.4002

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2158 top1= 25.8523

=== 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 |   4576/60000 (  8%) ] Loss: 2.1897 top1= 30.9659

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1533 top1= 36.3636

=== 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=2.1152 top1= 46.3842


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1107 top1= 48.5276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1125 top1= 46.4042

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.1124 top1= 36.6477

=== 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 |   4576/60000 (  8%) ] Loss: 2.0668 top1= 45.4545

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 3B20 |   8736/60000 ( 15%) ] Loss: 2.0155 top1= 49.1477

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9623 top1= 55.8393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9571 top1= 56.3702


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9601 top1= 56.7608

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.9632 top1= 49.7159

=== 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 |   4576/60000 (  8%) ] Loss: 1.8913 top1= 53.4091

=== 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 |   8736/60000 ( 15%) ] Loss: 1.8226 top1= 57.1023

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7553 top1= 64.6434


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7459 top1= 66.0357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7468 top1= 64.4331

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.7606 top1= 57.3864

=== 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 |   4576/60000 (  8%) ] Loss: 1.6490 top1= 62.5000

=== 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 |   8736/60000 ( 15%) ] Loss: 1.5777 top1= 64.2045

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4876 top1= 71.8750


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4796 top1= 72.9067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4801 top1= 72.0753

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.5090 top1= 64.7727

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.3677 top1= 70.1705

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.3091 top1= 69.3182

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2096 top1= 76.9331


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2002 top1= 77.8746


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2039 top1= 77.1434

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.2565 top1= 69.8864

=== 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 |   4576/60000 (  8%) ] Loss: 1.1020 top1= 74.1477

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



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.0898 top1= 74.1477

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



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9772 top1= 80.7091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9754 top1= 80.8994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9708 top1= 80.9696

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.0448 top1= 73.5795

=== 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 |   4576/60000 (  8%) ] Loss: 0.8971 top1= 78.6932

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



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.9086 top1= 77.5568

=== 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=0.8102 top1= 82.7224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8100 top1= 83.1731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8020 top1= 82.8425

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.8810 top1= 77.5568

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.7535 top1= 81.5341

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.7897 top1= 79.2614

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6971 top1= 84.2548


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6980 top1= 84.5653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6893 top1= 84.4151

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.7665 top1= 79.5455

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E10B10 |   4576/60000 (  8%) ] Loss: 0.6462 top1= 83.8068

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.6975 top1= 81.5341

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6171 top1= 85.4968


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6156 top1= 85.9375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6109 top1= 85.5168

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.6790 top1= 80.6818

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E11B10 |   4576/60000 (  8%) ] Loss: 0.5787 top1= 84.9432

=== 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 |   8736/60000 ( 15%) ] Loss: 0.6330 top1= 82.9545

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5614 top1= 86.1879


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5610 top1= 86.5885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5587 top1= 86.0978

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.6186 top1= 83.8068

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B10 |   4576/60000 (  8%) ] Loss: 0.5234 top1= 86.9318

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.5905 top1= 82.3864

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5172 top1= 87.0893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5177 top1= 87.3798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5174 top1= 86.8389

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.5688 top1= 84.3750

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E13B10 |   4576/60000 (  8%) ] Loss: 0.4806 top1= 88.0682

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.5482 top1= 84.6591

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4859 top1= 87.5601


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4861 top1= 87.6603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4820 top1= 87.7604

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.5266 top1= 85.5114

=== 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 |   4576/60000 (  8%) ] Loss: 0.4420 top1= 88.6364

=== 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 |   8736/60000 ( 15%) ] Loss: 0.5170 top1= 84.9432

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4572 top1= 88.2712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4566 top1= 88.3614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4547 top1= 88.3113

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.4927 top1= 85.7955

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E15B10 |   4576/60000 (  8%) ] Loss: 0.4200 top1= 89.4886

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.4933 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=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4368 top1= 88.4215


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4358 top1= 88.5817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4340 top1= 88.5116

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.4593 top1= 86.9318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.001



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


[E16B10 |   4576/60000 (  8%) ] Loss: 0.3917 top1= 88.6364

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.4667 top1= 87.5000

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4180 top1= 88.8321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4172 top1= 88.9523


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4181 top1= 88.7220

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.4419 top1= 86.6477

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E17B10 |   4576/60000 (  8%) ] Loss: 0.3752 top1= 91.1932

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.4583 top1= 88.0682

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4028 top1= 89.0825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4045 top1= 89.0825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4028 top1= 89.0625

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.4275 top1= 87.2159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E18B10 |   4576/60000 (  8%) ] Loss: 0.3634 top1= 90.0568

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.4409 top1= 87.7841

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3919 top1= 89.2328


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3914 top1= 89.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3904 top1= 89.2328

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.4029 top1= 88.0682

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E19B10 |   4576/60000 (  8%) ] Loss: 0.3458 top1= 91.1932

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.4262 top1= 87.7841

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3808 top1= 89.4231


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3797 top1= 89.5333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3812 top1= 89.3329

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.3905 top1= 88.0682

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E20B10 |   4576/60000 (  8%) ] Loss: 0.3382 top1= 91.1932

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.4157 top1= 89.2045

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3723 top1= 89.4431


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3698 top1= 89.6234


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3718 top1= 89.5032

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.3717 top1= 88.6364

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E21B10 |   4576/60000 (  8%) ] Loss: 0.3172 top1= 92.3295

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.3949 top1= 90.3409

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3621 top1= 89.8037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3605 top1= 89.9740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3640 top1= 89.7236

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.3671 top1= 89.2045

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E22B10 |   4576/60000 (  8%) ] Loss: 0.3092 top1= 92.3295

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.3969 top1= 89.7727

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3548 top1= 89.9639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3540 top1= 90.0841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3561 top1= 89.9139

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.3581 top1= 89.2045

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E23B10 |   4576/60000 (  8%) ] Loss: 0.3057 top1= 92.0455

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.3785 top1= 89.4886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3476 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3485 top1= 90.1542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3483 top1= 90.0841

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.3451 top1= 88.6364

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E24B10 |   4576/60000 (  8%) ] Loss: 0.2889 top1= 92.6136

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.3705 top1= 90.0568

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3406 top1= 90.3045


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3397 top1= 90.4147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3416 top1= 90.3245

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.3355 top1= 89.7727

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E25B10 |   4576/60000 (  8%) ] Loss: 0.2874 top1= 92.6136

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.3702 top1= 90.3409

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



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3358 top1= 90.4347


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3364 top1= 90.4147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3382 top1= 90.3746

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.3327 top1= 88.9205

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E26B10 |   4576/60000 (  8%) ] Loss: 0.2713 top1= 92.8977

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.3587 top1= 90.6250

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3299 top1= 90.7051


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3278 top1= 90.6951


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3312 top1= 90.5649

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.3221 top1= 89.4886

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E27B10 |   4576/60000 (  8%) ] Loss: 0.2719 top1= 92.6136

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.3507 top1= 90.9091

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3258 top1= 90.8053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3249 top1= 90.7552


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3256 top1= 90.7853

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.3153 top1= 89.7727

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E28B10 |   4576/60000 (  8%) ] Loss: 0.2573 top1= 93.1818

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.3357 top1= 90.9091

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3191 top1= 90.9455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3192 top1= 91.0557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3193 top1= 90.9956

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3061 top1= 90.3409

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E29B10 |   4576/60000 (  8%) ] Loss: 0.2522 top1= 93.4659

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.3332 top1= 90.9091

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3151 top1= 91.0457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3136 top1= 91.0857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3166 top1= 91.0557

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.2918 top1= 91.4773

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E30B10 |   4576/60000 (  8%) ] Loss: 0.2424 top1= 93.4659

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.3155 top1= 90.9091

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3128 top1= 91.0857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3123 top1= 91.1258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3131 top1= 91.1358

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.2961 top1= 90.3409

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E31B10 |   4576/60000 (  8%) ] Loss: 0.2372 top1= 94.8864

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.3223 top1= 90.9091

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3060 top1= 91.3762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3060 top1= 91.3261


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3070 top1= 91.1659

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.2866 top1= 91.4773

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E32B10 |   4576/60000 (  8%) ] Loss: 0.2391 top1= 94.0341

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.3175 top1= 91.4773

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3037 top1= 91.4363


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3021 top1= 91.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3056 top1= 91.2260

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.2791 top1= 90.6250

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E33B10 |   4576/60000 (  8%) ] Loss: 0.2316 top1= 94.6023

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.3076 top1= 90.9091

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2996 top1= 91.3762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2987 top1= 91.5264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3016 top1= 91.3261

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.2716 top1= 91.1932

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E34B10 |   4576/60000 (  8%) ] Loss: 0.2238 top1= 94.6023

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.3126 top1= 90.9091

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2961 top1= 91.4663


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2941 top1= 91.5865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2987 top1= 91.5865

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.2628 top1= 90.3409

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E35B10 |   4576/60000 (  8%) ] Loss: 0.2174 top1= 94.6023

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.2949 top1= 90.9091

=== 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=0.2937 top1= 91.5765


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2921 top1= 91.6567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2965 top1= 91.5064

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.2587 top1= 92.0455

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E36B10 |   4576/60000 (  8%) ] Loss: 0.2136 top1= 94.3182

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.2920 top1= 91.4773

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2902 top1= 91.6867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2886 top1= 91.7368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2936 top1= 91.5665

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.2565 top1= 92.0455

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E37B10 |   4576/60000 (  8%) ] Loss: 0.2094 top1= 94.6023

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.2870 top1= 91.4773

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2890 top1= 91.7568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2879 top1= 91.7869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2891 top1= 91.7368

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.2531 top1= 92.0455

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E38B10 |   4576/60000 (  8%) ] Loss: 0.1995 top1= 95.1705

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.2801 top1= 91.4773

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2842 top1= 91.8470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2831 top1= 91.9671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2846 top1= 91.8570

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2467 top1= 92.6136

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E39B10 |   4576/60000 (  8%) ] Loss: 0.2060 top1= 95.1705

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.2739 top1= 92.3295

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2814 top1= 91.9471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2799 top1= 91.9471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2837 top1= 91.8670

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.2406 top1= 92.6136

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E40B10 |   4576/60000 (  8%) ] Loss: 0.1971 top1= 95.1705

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.2667 top1= 92.0455

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2787 top1= 91.9972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2770 top1= 92.1274


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2805 top1= 91.9171

