
=== 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: 2.3094 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([8, 8, 8, 8, 8], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 8, 9, 9], device='cuda:0')
Worker 13 has targets: tensor([9, 9, 9, 9, 9], 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: 2.2286 top1= 24.1477

=== 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: 2.1855 top1= 31.5341

=== 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=2.2806 top1= 21.6446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2785 top1= 23.2672


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2877 top1= 16.5064

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.1222 top1= 43.7500

=== 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: 2.0721 top1= 49.1477

=== 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: 2.0309 top1= 52.5568

=== 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=2.2563 top1= 25.5308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2604 top1= 31.4103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2737 top1= 22.4359

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.9623 top1= 57.3864

=== 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: 1.9122 top1= 57.3864

=== 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: 1.8737 top1= 60.2273

=== 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=2.2296 top1= 26.0517


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2489 top1= 31.9611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2585 top1= 32.3317

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.8062 top1= 62.2159

=== 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: 1.7593 top1= 64.7727

=== 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: 1.7217 top1= 62.7841

=== 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=2.2000 top1= 26.5825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2375 top1= 35.9475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2428 top1= 39.1426

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.6545 top1= 67.0455

=== 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: 1.6087 top1= 67.3295

=== 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: 1.5714 top1= 67.6136

=== 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=2.1660 top1= 29.0164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2229 top1= 39.4832


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2281 top1= 41.4062

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.5045 top1= 72.7273

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.4600 top1= 72.7273

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.4230 top1= 70.4545

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1258 top1= 34.3149


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2025 top1= 42.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2100 top1= 41.8970

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.3580 top1= 76.4205

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.3152 top1= 76.4205

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.2787 top1= 73.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0779 top1= 40.9355


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1750 top1= 43.4996


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1864 top1= 42.0172

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.2175 top1= 79.8295

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.1769 top1= 80.6818

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.1421 top1= 77.2727

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0233 top1= 46.8950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1397 top1= 44.8117


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1558 top1= 42.1174

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.0872 top1= 82.1023

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.0487 top1= 81.8182

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.0160 top1= 79.2614

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9647 top1= 50.3806


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0987 top1= 45.6631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1181 top1= 43.2292

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.9695 top1= 84.6591

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E10B10 |   4928/60000 (  8%) ] Loss: 0.9330 top1= 83.8068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.9028 top1= 82.9545

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9054 top1= 53.2953


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0546 top1= 46.2640


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0760 top1= 47.3057

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.8654 top1= 86.3636

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E11B10 |   4928/60000 (  8%) ] Loss: 0.8306 top1= 87.2159

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.8027 top1= 84.3750

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8487 top1= 56.1098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0103 top1= 46.8550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0328 top1= 50.1402

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.7746 top1= 87.2159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E12B10 |   4928/60000 (  8%) ] Loss: 0.7417 top1= 88.9205

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.7154 top1= 86.6477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7969 top1= 58.7640


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9683 top1= 47.1254


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9913 top1= 51.8329

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.6966 top1= 88.3523

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E13B10 |   4928/60000 (  8%) ] Loss: 0.6657 top1= 88.9205

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.6404 top1= 87.5000

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7516 top1= 60.8474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9296 top1= 47.4760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9532 top1= 53.4856

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.6306 top1= 90.3409

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E14B10 |   4928/60000 (  8%) ] Loss: 0.6013 top1= 89.7727

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.5769 top1= 88.3523

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7136 top1= 62.5200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8962 top1= 48.2171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9195 top1= 54.4872

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.5748 top1= 90.6250

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E15B10 |   4928/60000 (  8%) ] Loss: 0.5470 top1= 90.6250

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.5232 top1= 89.4886

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6839 top1= 64.1426


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8686 top1= 49.5292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8915 top1= 55.5088

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.5274 top1= 90.9091

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E16B10 |   4928/60000 (  8%) ] Loss: 0.5010 top1= 90.9091

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.005



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


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.4781 top1= 90.3409

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.005



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6623 top1= 65.1943


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8460 top1= 51.2019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8689 top1= 56.5204

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.4873 top1= 91.7614

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E17B10 |   4928/60000 (  8%) ] Loss: 0.4617 top1= 90.9091

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.4395 top1= 91.1932

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6473 top1= 66.0657


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8279 top1= 52.9447


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8527 top1= 57.6923

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.4527 top1= 92.3295

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E18B10 |   4928/60000 (  8%) ] Loss: 0.4278 top1= 91.1932

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.4068 top1= 91.7614

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6371 top1= 66.9471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8126 top1= 54.4071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8420 top1= 58.6839

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.4231 top1= 92.6136

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E19B10 |   4928/60000 (  8%) ] Loss: 0.3988 top1= 91.7614

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.3789 top1= 92.8977

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6310 top1= 67.5881


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8010 top1= 55.8694


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8354 top1= 59.6354

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.3975 top1= 92.8977

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E20B10 |   4928/60000 (  8%) ] Loss: 0.3739 top1= 92.3295

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.3550 top1= 93.4659

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6285 top1= 68.1490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7924 top1= 57.4419


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8323 top1= 60.3666

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.3752 top1= 92.8977

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E21B10 |   4928/60000 (  8%) ] Loss: 0.3523 top1= 92.8977

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.3343 top1= 93.4659

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6290 top1= 68.5497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7864 top1= 58.6639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8322 top1= 61.1378

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.3557 top1= 92.8977

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E22B10 |   4928/60000 (  8%) ] Loss: 0.3332 top1= 93.4659

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.3164 top1= 93.4659

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6317 top1= 68.9103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7825 top1= 59.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8347 top1= 61.7087

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.3385 top1= 92.6136

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E23B10 |   4928/60000 (  8%) ] Loss: 0.3165 top1= 93.4659

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3007 top1= 93.7500

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6363 top1= 69.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7806 top1= 60.7171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8393 top1= 62.3397

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.3232 top1= 92.6136

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3016 top1= 93.4659

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.2867 top1= 93.7500

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6423 top1= 69.6815


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7804 top1= 61.7588


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8454 top1= 62.9107

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3095 top1= 92.6136

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E25B10 |   4928/60000 (  8%) ] Loss: 0.2885 top1= 93.4659

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.2745 top1= 93.7500

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6496 top1= 69.9219


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7815 top1= 62.3898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8526 top1= 63.4315

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.2972 top1= 92.6136

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E26B10 |   4928/60000 (  8%) ] Loss: 0.2766 top1= 93.7500

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.2635 top1= 94.0341

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6578 top1= 70.2424


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7840 top1= 63.1210


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8607 top1= 63.9123

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.2861 top1= 92.8977

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E27B10 |   4928/60000 (  8%) ] Loss: 0.2659 top1= 94.0341

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.2537 top1= 94.3182

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6669 top1= 70.4427


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7876 top1= 63.7420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8698 top1= 64.3029

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.2760 top1= 93.1818

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E28B10 |   4928/60000 (  8%) ] Loss: 0.2563 top1= 94.0341

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.2450 top1= 94.3182

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6764 top1= 70.6931


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7921 top1= 64.2728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8794 top1= 64.8137

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.2668 top1= 93.7500

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E29B10 |   4928/60000 (  8%) ] Loss: 0.2475 top1= 94.3182

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.2371 top1= 94.6023

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6864 top1= 70.8934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7972 top1= 64.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8894 top1= 65.1242

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.2584 top1= 93.7500

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



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E30B10 |   4928/60000 (  8%) ] Loss: 0.2395 top1= 94.3182

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.2300 top1= 94.8864

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6969 top1= 71.0537


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8032 top1= 65.0140


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8998 top1= 65.5349

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.2508 top1= 93.7500

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E31B10 |   4928/60000 (  8%) ] Loss: 0.2323 top1= 94.6023

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.2237 top1= 94.6023

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7078 top1= 71.2841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8100 top1= 65.2744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9109 top1= 65.8954

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.2436 top1= 93.7500

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E32B10 |   4928/60000 (  8%) ] Loss: 0.2256 top1= 94.6023

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.2179 top1= 94.6023

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7190 top1= 71.4243


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8174 top1= 65.5649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9218 top1= 66.2760

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.2370 top1= 93.7500

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E33B10 |   4928/60000 (  8%) ] Loss: 0.2196 top1= 94.8864

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.002



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


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.2126 top1= 94.6023

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7302 top1= 71.5345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8247 top1= 65.9555


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9330 top1= 66.5264

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.2308 top1= 93.7500

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E34B10 |   4928/60000 (  8%) ] Loss: 0.2139 top1= 94.8864

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2078 top1= 94.6023

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7414 top1= 71.7047


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8327 top1= 66.2760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9441 top1= 66.7568

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.2251 top1= 93.7500

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E35B10 |   4928/60000 (  8%) ] Loss: 0.2087 top1= 94.8864

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2033 top1= 94.6023

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7527 top1= 71.8750


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8405 top1= 66.4864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9555 top1= 66.9772

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.2196 top1= 93.7500

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E36B10 |   4928/60000 (  8%) ] Loss: 0.2038 top1= 94.8864

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.1992 top1= 94.8864

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7640 top1= 72.0553


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8484 top1= 66.7067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9669 top1= 67.3077

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.2145 top1= 94.0341

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E37B10 |   4928/60000 (  8%) ] Loss: 0.1993 top1= 94.8864

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.1954 top1= 94.8864

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7751 top1= 72.2055


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8570 top1= 66.9571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9780 top1= 67.5681

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.2096 top1= 94.0341

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B10 |   4928/60000 (  8%) ] Loss: 0.1951 top1= 94.8864

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.002



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


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.1918 top1= 94.8864

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7865 top1= 72.3458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8654 top1= 67.1775


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9895 top1= 67.7284

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.2051 top1= 94.0341

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E39B10 |   4928/60000 (  8%) ] Loss: 0.1912 top1= 94.8864

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.1884 top1= 94.8864

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7976 top1= 72.4760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8737 top1= 67.4179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0007 top1= 67.9988

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.2007 top1= 94.0341

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.002



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


[E40B10 |   4928/60000 (  8%) ] Loss: 0.1875 top1= 94.8864

=== 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: 0.1853 top1= 94.8864

=== 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=1.8087 top1= 72.5761


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8823 top1= 67.5581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0120 top1= 68.1490

