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

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

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

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



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.2732 top1= 15.3409

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



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.2114 top1= 25.8523

=== 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=2.1345 top1= 45.3425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1181 top1= 46.2240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1219 top1= 44.9820

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1174 top1= 38.3523

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



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


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.0137 top1= 45.7386

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.001



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


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.8729 top1= 53.4091

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7128 top1= 64.9539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6697 top1= 66.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6802 top1= 64.1526

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.7010 top1= 57.1023

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.002



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


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.4442 top1= 65.9091

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.2527 top1= 69.0341

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.003



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0332 top1= 78.3253


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9808 top1= 79.7576


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9933 top1= 77.6142

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.0801 top1= 71.0227

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.8321 top1= 78.6932

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.7838 top1= 78.9773

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6538 top1= 84.3650


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6276 top1= 85.2063


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6318 top1= 83.8241

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.7132 top1= 81.8182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.5681 top1= 84.6591

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.5910 top1= 83.2386

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5177 top1= 86.9191


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5021 top1= 87.3097


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5030 top1= 86.5785

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.5479 top1= 84.9432

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.4549 top1= 87.5000

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.5026 top1= 86.9318

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4524 top1= 88.2011


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4401 top1= 88.4716


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4414 top1= 88.1510

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.4611 top1= 86.6477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.3933 top1= 89.7727

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.4493 top1= 88.6364

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4128 top1= 88.9022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4018 top1= 89.2428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4041 top1= 88.8822

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.4083 top1= 88.3523

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.3519 top1= 90.6250

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.4112 top1= 90.0568

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3857 top1= 89.5032


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3756 top1= 89.7436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3785 top1= 89.3630

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.3706 top1= 89.4886

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.3197 top1= 92.0455

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.3813 top1= 90.9091

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3646 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3550 top1= 90.1242


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3584 top1= 89.8838

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.3422 top1= 89.7727

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E10B10 |   4576/60000 (  8%) ] Loss: 0.2941 top1= 92.8977

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.3558 top1= 91.1932

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3480 top1= 90.5649


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3388 top1= 90.5449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3425 top1= 90.3145

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.3189 top1= 91.1932

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E11B10 |   4576/60000 (  8%) ] Loss: 0.2725 top1= 93.7500

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.3347 top1= 91.1932

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3337 top1= 91.0056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3246 top1= 90.9455


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3289 top1= 90.7953

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.2975 top1= 91.7614

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E12B10 |   4576/60000 (  8%) ] Loss: 0.2539 top1= 94.3182

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.3145 top1= 91.4773

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3214 top1= 91.2260


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3124 top1= 91.2260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3171 top1= 91.1358

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.2798 top1= 92.8977

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E13B10 |   4576/60000 (  8%) ] Loss: 0.2375 top1= 94.8864

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.2963 top1= 92.3295

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3106 top1= 91.6166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3022 top1= 91.5665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3069 top1= 91.3762

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.2639 top1= 93.1818

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E14B10 |   4576/60000 (  8%) ] Loss: 0.2235 top1= 94.8864

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.2785 top1= 92.8977

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3010 top1= 91.8970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2932 top1= 91.8570


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2974 top1= 91.5465

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.2486 top1= 93.4659

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E15B10 |   4576/60000 (  8%) ] Loss: 0.2106 top1= 95.1705

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.2635 top1= 93.1818

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2919 top1= 92.1474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2847 top1= 92.0573


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2888 top1= 91.7869

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.2334 top1= 94.3182

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E16B10 |   4576/60000 (  8%) ] Loss: 0.1982 top1= 95.1705

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.2482 top1= 93.7500

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2838 top1= 92.3778


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2773 top1= 92.2376


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2812 top1= 91.9671

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.2206 top1= 94.6023

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E17B10 |   4576/60000 (  8%) ] Loss: 0.1875 top1= 95.7386

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.2335 top1= 94.3182

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2761 top1= 92.5381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2701 top1= 92.4679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2738 top1= 92.0673

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.2083 top1= 94.6023

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E18B10 |   4576/60000 (  8%) ] Loss: 0.1762 top1= 96.5909

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.2199 top1= 94.8864

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.006



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2692 top1= 92.5881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2637 top1= 92.6482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2671 top1= 92.1374

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.1953 top1= 95.1705

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.006



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


[E19B10 |   4576/60000 (  8%) ] Loss: 0.1661 top1= 96.5909

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.2079 top1= 95.1705

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2626 top1= 92.6883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2580 top1= 92.7083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2609 top1= 92.3277

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.1845 top1= 95.4545

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E20B10 |   4576/60000 (  8%) ] Loss: 0.1571 top1= 96.8750

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.1964 top1= 95.4545

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2568 top1= 92.7584


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2528 top1= 92.8085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2554 top1= 92.4479

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.1738 top1= 95.7386

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E21B10 |   4576/60000 (  8%) ] Loss: 0.1484 top1= 97.4432

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.1849 top1= 95.4545

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2514 top1= 92.8986


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2479 top1= 92.8586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2498 top1= 92.6182

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.1635 top1= 96.0227

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E22B10 |   4576/60000 (  8%) ] Loss: 0.1411 top1= 98.0114

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.1748 top1= 95.7386

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2464 top1= 92.9888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2436 top1= 92.9788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2449 top1= 92.7284

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.1535 top1= 96.3068

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E23B10 |   4576/60000 (  8%) ] Loss: 0.1330 top1= 98.0114

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.1645 top1= 96.0227

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2417 top1= 93.1290


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2399 top1= 93.0188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2398 top1= 92.8385

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.1442 top1= 96.5909

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E24B10 |   4576/60000 (  8%) ] Loss: 0.1261 top1= 98.0114

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.1558 top1= 96.3068

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2375 top1= 93.2091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2360 top1= 93.1190


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2358 top1= 92.9287

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.1359 top1= 96.8750

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E25B10 |   4576/60000 (  8%) ] Loss: 0.1191 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.1475 top1= 96.3068

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2336 top1= 93.3193


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2328 top1= 93.1290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2317 top1= 93.0589

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.1275 top1= 96.8750

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E26B10 |   4576/60000 (  8%) ] Loss: 0.1123 top1= 98.2955

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.1393 top1= 96.3068

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2299 top1= 93.4095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2294 top1= 93.2091


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2282 top1= 93.1691

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.1198 top1= 97.7273

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E27B10 |   4576/60000 (  8%) ] Loss: 0.1063 top1= 98.5795

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.1316 top1= 96.3068

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2264 top1= 93.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2263 top1= 93.3694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2246 top1= 93.2692

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.1126 top1= 97.7273

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E28B10 |   4576/60000 (  8%) ] Loss: 0.1001 top1= 98.5795

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.1250 top1= 96.5909

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2231 top1= 93.5797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2235 top1= 93.4395


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2214 top1= 93.3293

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.1055 top1= 98.0114

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0947 top1= 98.5795

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.1181 top1= 97.1591

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2203 top1= 93.5998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2211 top1= 93.4996


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2186 top1= 93.4195

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0997 top1= 98.2955

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0898 top1= 98.5795

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.1117 top1= 97.4432

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2177 top1= 93.6799


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2190 top1= 93.5797


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2159 top1= 93.5497

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0935 top1= 98.5795

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0845 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.1057 top1= 97.7273

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2155 top1= 93.6999


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2174 top1= 93.5897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2135 top1= 93.6599

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0880 top1= 99.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0793 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.1003 top1= 97.7273

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2136 top1= 93.7200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2157 top1= 93.5897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2115 top1= 93.6098

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0837 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0753 top1= 98.8636

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0948 top1= 98.2955

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2114 top1= 93.7800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2136 top1= 93.7200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2096 top1= 93.6799

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0789 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0723 top1= 99.1477

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0894 top1= 98.2955

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2097 top1= 93.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2125 top1= 93.7300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2077 top1= 93.7099

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0745 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0683 top1= 99.1477

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0847 top1= 99.1477

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2077 top1= 93.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2109 top1= 93.7800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2057 top1= 93.7700

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0705 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0638 top1= 99.1477

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0805 top1= 99.1477

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2064 top1= 93.8502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2100 top1= 93.8001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2044 top1= 93.7700

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0670 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0605 top1= 99.1477

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0762 top1= 99.1477

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2052 top1= 93.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2087 top1= 93.8101


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2024 top1= 93.8502

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0633 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0572 top1= 99.1477

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0725 top1= 99.1477

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2039 top1= 93.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2082 top1= 93.8502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2009 top1= 93.9002

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0601 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0543 top1= 99.1477

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0689 top1= 99.1477

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2028 top1= 93.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2072 top1= 93.8101


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1992 top1= 93.9603

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0570 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0508 top1= 99.1477

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0655 top1= 99.4318

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2016 top1= 93.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2063 top1= 93.8301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.1980 top1= 93.9603

