
=== 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 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: 2.2418 top1= 20.7386

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2010 top1= 25.8523

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2883 top1= 13.7821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2859 top1= 21.3141


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2910 top1= 16.6567

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.1392 top1= 39.2045

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.0922 top1= 41.4773

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.0534 top1= 41.7614

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2802 top1= 20.7332


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2924 top1= 21.3942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2823 top1= 20.9435

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.9910 top1= 46.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.9504 top1= 45.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.9190 top1= 44.3182

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2780 top1= 20.9635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3193 top1= 21.2540


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2727 top1= 26.8229

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.8588 top1= 49.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.8247 top1= 49.4318

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 4B20 |   9408/60000 ( 16%) ] Loss: 1.7974 top1= 47.4432

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2745 top1= 21.0737


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3517 top1= 21.4543


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2625 top1= 32.2416

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.7369 top1= 52.8409

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.7040 top1= 53.4091

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.6756 top1= 54.2614

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2632 top1= 21.5244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3795 top1= 22.4058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2551 top1= 34.7556

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.6121 top1= 55.6818

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.5781 top1= 58.5227

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.5499 top1= 57.1023

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2427 top1= 23.0369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3982 top1= 23.9984


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2478 top1= 35.7672

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.4859 top1= 60.2273

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.4528 top1= 62.7841

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



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.4263 top1= 61.3636

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2133 top1= 25.3906


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4059 top1= 26.5625


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2379 top1= 37.0893

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.3636 top1= 64.7727

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.3315 top1= 65.9091

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



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.3077 top1= 63.9205

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1761 top1= 27.5942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4021 top1= 29.3670


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2218 top1= 38.7720

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.2478 top1= 69.0341

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.2161 top1= 69.8864

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.1954 top1= 66.7614

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1339 top1= 29.6975


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3892 top1= 31.8109


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1974 top1= 40.5649

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.1401 top1= 71.5909

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E10B10 |   4928/60000 (  8%) ] Loss: 1.1083 top1= 74.1477

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E10B20 |   9408/60000 ( 16%) ] Loss: 1.0902 top1= 69.8864

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0895 top1= 33.1931


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3696 top1= 33.4936


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1670 top1= 42.3578

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.0410 top1= 75.5682

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E11B10 |   4928/60000 (  8%) ] Loss: 1.0089 top1= 77.2727

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.9934 top1= 73.0114

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0447 top1= 38.4014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3456 top1= 34.8858


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1308 top1= 45.4627

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.9508 top1= 77.2727

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E12B10 |   4928/60000 (  8%) ] Loss: 0.9189 top1= 80.1136

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.9067 top1= 75.2841

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0011 top1= 43.2792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3177 top1= 35.8173


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0911 top1= 48.2071

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.8706 top1= 79.8295

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E13B10 |   4928/60000 (  8%) ] Loss: 0.8392 top1= 81.5341

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.8300 top1= 78.1250

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9607 top1= 46.9651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2878 top1= 37.3798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0510 top1= 50.1302

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.8000 top1= 83.2386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E14B10 |   4928/60000 (  8%) ] Loss: 0.7691 top1= 83.2386

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.7620 top1= 80.9659

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9240 top1= 50.0401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2579 top1= 39.0925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0124 top1= 51.4623

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.7381 top1= 84.9432

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E15B10 |   4928/60000 (  8%) ] Loss: 0.7075 top1= 84.3750

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.7028 top1= 82.6705

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8927 top1= 52.4740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2299 top1= 40.6050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9778 top1= 52.5841

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.6845 top1= 84.9432

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E16B10 |   4928/60000 (  8%) ] Loss: 0.6537 top1= 85.2273

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.6505 top1= 84.9432

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8669 top1= 54.8277


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2055 top1= 41.7368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9523 top1= 53.2051

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.6361 top1= 84.9432

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E17B10 |   4928/60000 (  8%) ] Loss: 0.6042 top1= 86.9318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.6029 top1= 85.7955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8475 top1= 56.6306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1873 top1= 42.8486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9344 top1= 53.6959

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.5924 top1= 85.7955

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E18B10 |   4928/60000 (  8%) ] Loss: 0.5601 top1= 87.5000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.5610 top1= 86.6477

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8343 top1= 57.8726


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1742 top1= 43.6699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9218 top1= 54.2268

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.5540 top1= 86.6477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E19B10 |   4928/60000 (  8%) ] Loss: 0.5211 top1= 87.7841

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.5242 top1= 87.2159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8263 top1= 59.1046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1652 top1= 44.5713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9147 top1= 54.8177

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.5205 top1= 87.5000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E20B10 |   4928/60000 (  8%) ] Loss: 0.4873 top1= 88.3523

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.4925 top1= 87.7841

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8223 top1= 60.0561


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1591 top1= 45.5228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9122 top1= 55.3586

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.4916 top1= 88.9205

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E21B10 |   4928/60000 (  8%) ] Loss: 0.4581 top1= 89.2045

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.4650 top1= 88.9205

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8215 top1= 61.0076


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1555 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9131 top1= 55.8794

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.4664 top1= 89.2045

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E22B10 |   4928/60000 (  8%) ] Loss: 0.4325 top1= 90.0568

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.4412 top1= 88.9205

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8237 top1= 61.7188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1542 top1= 47.3357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9175 top1= 56.2700

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.4444 top1= 89.4886

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E23B10 |   4928/60000 (  8%) ] Loss: 0.4101 top1= 90.6250

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.4202 top1= 89.4886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8286 top1= 62.3097


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1554 top1= 48.2472


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9244 top1= 56.6106

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.4250 top1= 89.7727

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3902 top1= 90.9091

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.4017 top1= 90.0568

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8356 top1= 62.9307


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1587 top1= 49.0885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9333 top1= 56.9712

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.4078 top1= 90.0568

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E25B10 |   4928/60000 (  8%) ] Loss: 0.3727 top1= 91.1932

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.3854 top1= 90.6250

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8449 top1= 63.4916


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1643 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9441 top1= 57.4319

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3924 top1= 90.6250

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E26B10 |   4928/60000 (  8%) ] Loss: 0.3570 top1= 91.7614

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3709 top1= 91.1932

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8556 top1= 63.7921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1716 top1= 50.6911


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9567 top1= 57.6923

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.3786 top1= 90.6250

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E27B10 |   4928/60000 (  8%) ] Loss: 0.3430 top1= 91.7614

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.3580 top1= 91.4773

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8676 top1= 64.1126


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1804 top1= 51.4323


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9701 top1= 57.9928

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.3662 top1= 91.1932

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E28B10 |   4928/60000 (  8%) ] Loss: 0.3303 top1= 92.0455

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.3463 top1= 91.7614

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8805 top1= 64.5132


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1901 top1= 52.0232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9848 top1= 58.3333

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.3549 top1= 91.7614

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E29B10 |   4928/60000 (  8%) ] Loss: 0.3188 top1= 92.6136

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.3358 top1= 91.7614

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8942 top1= 64.8538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2011 top1= 52.6943


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9998 top1= 58.5437

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.3447 top1= 92.6136

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E30B10 |   4928/60000 (  8%) ] Loss: 0.3084 top1= 92.6136

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.3262 top1= 91.7614

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9086 top1= 65.1743


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2126 top1= 53.2252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0157 top1= 58.6939

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.3353 top1= 92.6136

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E31B10 |   4928/60000 (  8%) ] Loss: 0.2989 top1= 92.8977

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.3175 top1= 91.7614

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9234 top1= 65.3546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2249 top1= 53.6659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0320 top1= 58.8341

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.3267 top1= 92.6136

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E32B10 |   4928/60000 (  8%) ] Loss: 0.2902 top1= 93.1818

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.3095 top1= 91.7614

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9386 top1= 65.5449


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2380 top1= 54.0465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0486 top1= 58.9944

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.3186 top1= 92.6136

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E33B10 |   4928/60000 (  8%) ] Loss: 0.2822 top1= 93.1818

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.3022 top1= 92.3295

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9540 top1= 65.7552


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2514 top1= 54.4972


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0649 top1= 59.1146

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.3112 top1= 92.3295

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E34B10 |   4928/60000 (  8%) ] Loss: 0.2748 top1= 93.1818

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2953 top1= 92.3295

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9696 top1= 65.9054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2650 top1= 54.7977


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0815 top1= 59.2348

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.3043 top1= 92.0455

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E35B10 |   4928/60000 (  8%) ] Loss: 0.2679 top1= 93.1818

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2891 top1= 92.0455

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9854 top1= 66.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2788 top1= 55.0881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0981 top1= 59.3850

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.2978 top1= 92.3295

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E36B10 |   4928/60000 (  8%) ] Loss: 0.2616 top1= 93.1818

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.2832 top1= 92.0455

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0013 top1= 66.1659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2930 top1= 55.3686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1149 top1= 59.5353

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.2917 top1= 92.3295

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B10 |   4928/60000 (  8%) ] Loss: 0.2556 top1= 93.1818

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.2777 top1= 92.0455

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0172 top1= 66.2360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3073 top1= 55.6991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1317 top1= 59.6054

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.2860 top1= 92.6136

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E38B10 |   4928/60000 (  8%) ] Loss: 0.2501 top1= 93.4659

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.2725 top1= 92.3295

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0332 top1= 66.3462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3219 top1= 55.8694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1489 top1= 59.7756

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.2806 top1= 92.6136

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E39B10 |   4928/60000 (  8%) ] Loss: 0.2450 top1= 93.4659

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.2677 top1= 92.6136

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0493 top1= 66.4163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3367 top1= 56.1699


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1657 top1= 59.8558

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.2755 top1= 92.6136

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E40B10 |   4928/60000 (  8%) ] Loss: 0.2401 top1= 93.4659

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.2631 top1= 92.8977

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0651 top1= 66.4964


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3514 top1= 56.4804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1821 top1= 59.9559

