
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> Add worker LabelFlippingWorker
=> Add worker LabelFlippingWorker
=> Add worker LabelFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3094 top1=  7.9545

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 1, 0, 0], device='cuda:0')
Worker 13 has targets: tensor([0, 0, 0, 0, 0], 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 |   4928/60000 (  8%) ] Loss: 2.0078 top1= 48.5795

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E 1B20 |   9408/60000 ( 16%) ] Loss: 1.4261 top1= 61.6477

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2333 top1= 29.0665


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3916 top1= 30.0881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1053 top1= 25.6010

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 0.8880 top1= 76.7045

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.127



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.536


[E 2B10 |   4928/60000 (  8%) ] Loss: 0.5398 top1= 86.6477

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.162



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.687


[E 2B20 |   9408/60000 ( 16%) ] Loss: 0.3412 top1= 91.4773

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.753



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4839 top1= 41.4764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4900 top1= 39.2628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7392 top1= 40.7853

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 0.2414 top1= 94.6023

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.742


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.1958 top1= 94.8864

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.156



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.669


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.1704 top1= 96.3068

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.131



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.564



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4205 top1= 50.8914


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2054 top1= 44.1106


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6017 top1= 44.1006

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.1614 top1= 95.7386

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.477


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.1412 top1= 96.3068

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.390


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.1386 top1= 96.5909

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.321



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3258 top1= 58.0829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8112 top1= 45.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3660 top1= 47.3658

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.1318 top1= 97.1591

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.273


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.1182 top1= 97.4432

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.233


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.1208 top1= 97.1591

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.204



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2914 top1= 62.8706


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6231 top1= 46.5946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2971 top1= 51.1919

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.1114 top1= 96.8750

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.185


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.1032 top1= 97.4432

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.166


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.1069 top1= 97.4432

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3105 top1= 65.7752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5786 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3354 top1= 52.3538

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.0957 top1= 97.1591

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.143


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.0909 top1= 97.4432

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.132


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.0959 top1= 97.4432

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3569 top1= 67.2376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5774 top1= 46.9952


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3847 top1= 53.4054

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.0839 top1= 97.1591

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.0819 top1= 97.4432

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.0864 top1= 97.4432

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4116 top1= 68.2792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6029 top1= 47.3658


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4358 top1= 54.0365

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.0739 top1= 98.0114

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.0748 top1= 98.0114

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.0786 top1= 97.7273

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4829 top1= 68.7400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6589 top1= 47.8466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4971 top1= 54.4471

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.0658 top1= 98.0114

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E10B10 |   4928/60000 (  8%) ] Loss: 0.0680 top1= 98.5795

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.0709 top1= 98.0114

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5597 top1= 69.1406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7171 top1= 48.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5716 top1= 54.7676

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.0588 top1= 98.5795

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E11B10 |   4928/60000 (  8%) ] Loss: 0.0619 top1= 98.8636

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.0646 top1= 98.0114

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6389 top1= 69.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7853 top1= 49.1086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6506 top1= 55.0581

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.0526 top1= 98.5795

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E12B10 |   4928/60000 (  8%) ] Loss: 0.0566 top1= 99.1477

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.0590 top1= 98.2955

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7187 top1= 69.5713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8521 top1= 49.6995


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7309 top1= 55.3886

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.0476 top1= 98.8636

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E13B10 |   4928/60000 (  8%) ] Loss: 0.0513 top1= 99.1477

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.0536 top1= 98.5795

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8000 top1= 69.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9316 top1= 50.2103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8122 top1= 55.5990

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.0430 top1= 98.8636

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E14B10 |   4928/60000 (  8%) ] Loss: 0.0472 top1= 99.4318

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.0491 top1= 98.8636

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8803 top1= 69.7817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0060 top1= 50.7111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8946 top1= 55.8694

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.0386 top1= 99.4318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E15B10 |   4928/60000 (  8%) ] Loss: 0.0434 top1= 99.4318

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.0450 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9582 top1= 69.8518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0770 top1= 51.2320


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9770 top1= 56.1198

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.0352 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E16B10 |   4928/60000 (  8%) ] Loss: 0.0399 top1= 99.4318

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.0409 top1= 99.4318

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.013



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0387 top1= 69.8317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1479 top1= 51.6927


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0721 top1= 56.2901

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.0320 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E17B10 |   4928/60000 (  8%) ] Loss: 0.0369 top1= 99.4318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.0374 top1= 99.4318

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1172 top1= 69.8818


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2140 top1= 52.0933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1533 top1= 56.5004

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.0291 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E18B10 |   4928/60000 (  8%) ] Loss: 0.0344 top1= 99.4318

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.0340 top1= 99.7159

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1954 top1= 69.8918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2964 top1= 52.3838


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2311 top1= 56.6006

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.0267 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E19B10 |   4928/60000 (  8%) ] Loss: 0.0315 top1= 99.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.0316 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2691 top1= 69.9519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3511 top1= 52.9046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3156 top1= 56.8710

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.0244 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E20B10 |   4928/60000 (  8%) ] Loss: 0.0296 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.0288 top1=100.0000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3424 top1= 69.8618


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4185 top1= 53.2652


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3914 top1= 57.0012

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.0222 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E21B10 |   4928/60000 (  8%) ] Loss: 0.0277 top1= 99.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.0263 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4167 top1= 69.8518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4907 top1= 53.5056


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4726 top1= 57.1414

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.0210 top1= 99.7159

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E22B10 |   4928/60000 (  8%) ] Loss: 0.0258 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.0241 top1=100.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4842 top1= 69.9619


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5434 top1= 53.8962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5360 top1= 57.3217

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.0192 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E23B10 |   4928/60000 (  8%) ] Loss: 0.0243 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.0226 top1=100.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5549 top1= 69.9119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5982 top1= 54.3369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6027 top1= 57.5621

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.0185 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E24B10 |   4928/60000 (  8%) ] Loss: 0.0228 top1= 99.7159

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.0208 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6224 top1= 69.9018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6668 top1= 54.5473


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6717 top1= 57.5721

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E25B10 |   4928/60000 (  8%) ] Loss: 0.0214 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.0196 top1=100.0000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6849 top1= 69.9319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7151 top1= 54.8978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7426 top1= 57.5120

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.0167 top1=100.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E26B10 |   4928/60000 (  8%) ] Loss: 0.0204 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.0186 top1=100.0000

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7495 top1= 69.9319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7653 top1= 55.2885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8069 top1= 57.7224

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.0157 top1=100.0000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E27B10 |   4928/60000 (  8%) ] Loss: 0.0194 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8080 top1= 69.9219


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8316 top1= 55.4587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8606 top1= 57.7424

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.0151 top1=100.0000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E28B10 |   4928/60000 (  8%) ] Loss: 0.0190 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.0172 top1=100.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8608 top1= 70.0220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8794 top1= 55.6591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9233 top1= 57.7624

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.0145 top1=100.0000

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E29B10 |   4928/60000 (  8%) ] Loss: 0.0189 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.0167 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9159 top1= 70.0220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9260 top1= 56.0296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9851 top1= 57.8626

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.0136 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0183 top1= 99.7159

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9684 top1= 69.9920


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9733 top1= 56.3001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0321 top1= 58.0329

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.0133 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0173 top1= 99.7159

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.0171 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0144 top1= 70.0120


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0154 top1= 56.6607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0810 top1= 58.0529

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0127 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E32B10 |   4928/60000 (  8%) ] Loss: 0.0179 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.0164 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0501 top1= 70.0621


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0553 top1= 57.0413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1353 top1= 58.3233

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0110 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E33B10 |   4928/60000 (  8%) ] Loss: 0.0177 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.0175 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0850 top1= 70.1522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0945 top1= 57.2316


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1832 top1= 58.3433

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0102 top1=100.0000

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0147 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0260 top1= 99.4318

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1117 top1= 70.4527


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1315 top1= 57.5621


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1974 top1= 58.2332

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E35B10 |   4928/60000 (  8%) ] Loss: 0.0150 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1482 top1= 70.3325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1535 top1= 57.7324


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1444 top1= 58.8341

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0252 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.0164 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1673 top1= 70.1222


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1794 top1= 58.1430


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2507 top1= 58.2232

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0088 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0283 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.0364 top1= 98.8636

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1691 top1= 70.5228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1948 top1= 58.4836


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3122 top1= 58.2232

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E38B10 |   4928/60000 (  8%) ] Loss: 0.0100 top1=100.0000

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.0593 top1= 97.7273

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2072 top1= 70.4127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2120 top1= 58.7740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1895 top1= 59.0445

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0165 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.0230 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1666 top1= 70.7232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2112 top1= 59.1246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1415 top1= 59.5853

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0200 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E40B10 |   4928/60000 (  8%) ] Loss: 0.0342 top1= 98.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.0295 top1= 99.4318

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1590 top1= 70.6430


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.1950 top1= 59.4451


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2984 top1= 57.9127

