
=== 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 ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)
=> Add worker ByzantineWorker(index=13)

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

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], 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: 2.2648 top1= 17.3295

=== 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 |   9408/60000 ( 16%) ] Loss: 2.2561 top1= 19.0341

=== 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=2.2201 top1= 32.5621


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2199 top1= 33.2933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2199 top1= 31.7808

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2168 top1= 23.2955

=== 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 |   4928/60000 (  8%) ] Loss: 2.1714 top1= 39.7727

=== 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 |   9408/60000 ( 16%) ] Loss: 2.1509 top1= 38.3523

=== 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=2.1082 top1= 50.9115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1089 top1= 51.5925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1080 top1= 49.4591

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.1092 top1= 38.6364

=== 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 |   4928/60000 (  8%) ] Loss: 2.0430 top1= 51.4205

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



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


[E 3B20 |   9408/60000 ( 16%) ] Loss: 2.0075 top1= 52.2727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9532 top1= 60.6971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9532 top1= 62.3598


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9522 top1= 59.3850

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.9569 top1= 52.2727

=== 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 |   4928/60000 (  8%) ] Loss: 1.8671 top1= 57.6705

=== 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 |   9408/60000 ( 16%) ] Loss: 1.8107 top1= 61.0795

=== 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=1.7364 top1= 69.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7363 top1= 69.2708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7348 top1= 68.1190

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.7509 top1= 59.9432

=== 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 |   4928/60000 (  8%) ] Loss: 1.6360 top1= 64.2045

=== 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 |   9408/60000 ( 16%) ] Loss: 1.5557 top1= 66.7614

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4628 top1= 73.2572


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4658 top1= 74.2588


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4614 top1= 73.9483

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.4976 top1= 67.3295

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



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


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.3673 top1= 70.7386

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.2778 top1= 72.4432

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1795 top1= 79.0064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1786 top1= 79.1867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1799 top1= 79.1867

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.2430 top1= 71.3068

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.1155 top1= 74.7159

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



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


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.0350 top1= 77.2727

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9470 top1= 81.7909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9480 top1= 81.7208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9460 top1= 82.2015

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.0320 top1= 74.1477

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.9225 top1= 76.7045

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



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


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.8606 top1= 80.9659

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7842 top1= 83.6839


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7845 top1= 83.7340


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7827 top1= 83.9443

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.8760 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=0.005


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.7850 top1= 79.5455

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



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


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.7345 top1= 83.5227

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6725 top1= 85.2163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6718 top1= 85.5168


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6720 top1= 85.3666

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.7520 top1= 80.1136

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



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


[E10B10 |   4928/60000 (  8%) ] Loss: 0.6749 top1= 80.9659

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.002



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


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.6328 top1= 85.2273

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.003



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5952 top1= 86.1979


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5947 top1= 86.4083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5949 top1= 86.3682

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.6797 top1= 81.5341

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E11B10 |   4928/60000 (  8%) ] Loss: 0.6081 top1= 83.5227

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.5799 top1= 86.3636

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5404 top1= 87.1394


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5406 top1= 87.3397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5409 top1= 86.9692

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.6197 top1= 82.6705

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E12B10 |   4928/60000 (  8%) ] Loss: 0.5604 top1= 84.9432

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.5361 top1= 86.3636

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4999 top1= 87.8405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5023 top1= 87.8606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4999 top1= 87.8606

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.5697 top1= 84.0909

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E13B10 |   4928/60000 (  8%) ] Loss: 0.5144 top1= 86.6477

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.4968 top1= 88.6364

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4672 top1= 88.2412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4676 top1= 88.3313


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4674 top1= 88.2812

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.5291 top1= 84.9432

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E14B10 |   4928/60000 (  8%) ] Loss: 0.4766 top1= 87.5000

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.4654 top1= 89.2045

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4423 top1= 88.6218


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4424 top1= 88.6819


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4416 top1= 88.6719

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.4958 top1= 86.0795

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.002



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


[E15B10 |   4928/60000 (  8%) ] Loss: 0.4456 top1= 87.5000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.4391 top1= 88.9205

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4223 top1= 88.9423


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4221 top1= 89.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4229 top1= 88.9724

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.4679 top1= 85.7955

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E16B10 |   4928/60000 (  8%) ] Loss: 0.4231 top1= 87.7841

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.4287 top1= 89.2045

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4058 top1= 89.1326


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4060 top1= 89.3930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4063 top1= 89.1526

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.4482 top1= 86.3636

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E17B10 |   4928/60000 (  8%) ] Loss: 0.4074 top1= 88.9205

=== 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 |   9408/60000 ( 16%) ] Loss: 0.4084 top1= 89.7727

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3902 top1= 89.5733


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3920 top1= 89.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3914 top1= 89.6034

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.4210 top1= 87.7841

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E18B10 |   4928/60000 (  8%) ] Loss: 0.3906 top1= 89.4886

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.3905 top1= 89.7727

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3799 top1= 89.7236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3809 top1= 89.8037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3798 top1= 89.8037

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.3941 top1= 89.2045

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E19B10 |   4928/60000 (  8%) ] Loss: 0.3684 top1= 90.9091

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.3678 top1= 90.3409

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3684 top1= 89.9038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3687 top1= 89.9339


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3683 top1= 90.0541

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.3893 top1= 87.7841

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E20B10 |   4928/60000 (  8%) ] Loss: 0.3617 top1= 90.9091

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.3723 top1= 89.7727

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3601 top1= 89.9139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3590 top1= 90.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3613 top1= 89.9940

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.3720 top1= 88.9205

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E21B10 |   4928/60000 (  8%) ] Loss: 0.3508 top1= 90.6250

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.003



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


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.3525 top1= 91.4773

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3512 top1= 90.1843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3519 top1= 90.3345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3514 top1= 90.2644

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.3610 top1= 88.0682

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E22B10 |   4928/60000 (  8%) ] Loss: 0.3418 top1= 91.1932

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.3431 top1= 90.6250

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3438 top1= 90.3746


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3436 top1= 90.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3438 top1= 90.4948

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.3500 top1= 88.3523

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E23B10 |   4928/60000 (  8%) ] Loss: 0.3390 top1= 91.1932

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3409 top1= 90.9091

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3378 top1= 90.4948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3370 top1= 90.4948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3384 top1= 90.5349

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.3403 top1= 89.7727

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3270 top1= 91.7614

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.3171 top1= 91.4773

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3321 top1= 90.7352


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3310 top1= 90.9555


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3331 top1= 90.7552

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3306 top1= 90.9091

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



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


[E25B10 |   4928/60000 (  8%) ] Loss: 0.3133 top1= 92.0455

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.3167 top1= 92.3295

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3260 top1= 90.8353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3261 top1= 91.0357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3273 top1= 90.8454

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3236 top1= 88.6364

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



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


[E26B10 |   4928/60000 (  8%) ] Loss: 0.3166 top1= 91.7614

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3090 top1= 92.0455

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3200 top1= 91.0156


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3205 top1= 91.1358


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3210 top1= 91.0156

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.3093 top1= 90.3409

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E27B10 |   4928/60000 (  8%) ] Loss: 0.3065 top1= 92.6136

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.2976 top1= 91.7614

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3163 top1= 91.0958


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3150 top1= 91.1759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3177 top1= 90.9255

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.3004 top1= 90.9091

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



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


[E28B10 |   4928/60000 (  8%) ] Loss: 0.3006 top1= 92.3295

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.2878 top1= 91.7614

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3132 top1= 91.1058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3123 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3139 top1= 91.1358

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.2977 top1= 90.3409

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E29B10 |   4928/60000 (  8%) ] Loss: 0.2960 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=0.009


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.2927 top1= 92.3295

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3124 top1= 90.9555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3082 top1= 91.2159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3107 top1= 91.0156

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.2969 top1= 90.0568

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E30B10 |   4928/60000 (  8%) ] Loss: 0.2878 top1= 92.3295

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.2811 top1= 92.0455

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3052 top1= 91.2660


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3054 top1= 91.3662


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

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.2843 top1= 91.7614

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E31B10 |   4928/60000 (  8%) ] Loss: 0.2857 top1= 92.6136

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



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


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.2809 top1= 92.6136

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3004 top1= 91.4964


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3014 top1= 91.4663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3007 top1= 91.5064

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.2799 top1= 91.1932

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E32B10 |   4928/60000 (  8%) ] Loss: 0.2859 top1= 92.3295

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.2778 top1= 92.0455

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2985 top1= 91.5064


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2961 top1= 91.6466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2991 top1= 91.3562

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.2709 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=0.010


[E33B10 |   4928/60000 (  8%) ] Loss: 0.2758 top1= 92.8977

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.2645 top1= 92.8977

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2933 top1= 91.7468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2927 top1= 91.7167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2940 top1= 91.6266

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.2671 top1= 92.0455

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E34B10 |   4928/60000 (  8%) ] Loss: 0.2697 top1= 93.4659

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2654 top1= 93.1818

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2901 top1= 91.7768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2896 top1= 91.8169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2898 top1= 91.7568

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.2632 top1= 91.7614

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E35B10 |   4928/60000 (  8%) ] Loss: 0.2654 top1= 92.8977

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2583 top1= 92.8977

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2858 top1= 91.9371


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2853 top1= 91.7969


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2873 top1= 91.8369

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.2532 top1= 92.6136

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E36B10 |   4928/60000 (  8%) ] Loss: 0.2648 top1= 93.4659

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.2501 top1= 93.1818

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2858 top1= 91.6967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2830 top1= 91.9271


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2853 top1= 91.8670

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.2473 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=0.010


[E37B10 |   4928/60000 (  8%) ] Loss: 0.2539 top1= 94.3182

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.2415 top1= 92.8977

=== 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=0.2817 top1= 91.8870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2792 top1= 92.0573


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2834 top1= 91.9371

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.2447 top1= 91.7614

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E38B10 |   4928/60000 (  8%) ] Loss: 0.2520 top1= 93.7500

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.2436 top1= 93.4659

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2806 top1= 91.8470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2788 top1= 92.0974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2824 top1= 91.7869

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.2434 top1= 93.1818

=== 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: 0.2487 top1= 93.7500

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.2419 top1= 93.1818

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2772 top1= 92.1975


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2762 top1= 92.0974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2794 top1= 91.9872

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.2357 top1= 93.1818

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E40B10 |   4928/60000 (  8%) ] Loss: 0.2495 top1= 93.7500

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.2370 top1= 92.8977

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2743 top1= 92.1374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2721 top1= 92.3978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2756 top1= 92.0473

