
=== 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)

=== 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([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 2], 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: 2.2798 top1= 16.1932

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2512 top1= 17.6136

=== 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=2.2191 top1= 30.3185


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2188 top1= 30.9095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2197 top1= 31.6006

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2153 top1= 25.8523

=== 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 |   4576/60000 (  8%) ] Loss: 2.1876 top1= 33.2386

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1498 top1= 36.0795

=== 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=2.1071 top1= 46.1639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1073 top1= 48.1971


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1092 top1= 46.3041

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.1074 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 |   4576/60000 (  8%) ] Loss: 2.0613 top1= 47.1591

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0083 top1= 48.8636

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9496 top1= 56.7107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9499 top1= 56.3301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9506 top1= 57.0112

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.9543 top1= 51.1364

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.8790 top1= 53.6932

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.8108 top1= 57.3864

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7302 top1= 64.9038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7307 top1= 66.8069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7319 top1= 64.8137

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.7471 top1= 57.1023

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.6286 top1= 63.0682

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.5588 top1= 62.7841

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4554 top1= 71.7949


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4545 top1= 73.1470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4564 top1= 72.3558

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.4840 top1= 65.0568

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.3319 top1= 70.7386

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.002



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


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.2835 top1= 68.4659

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1724 top1= 76.7728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1731 top1= 78.0048


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1751 top1= 77.1334

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.2290 top1= 70.4545

=== 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 |   4576/60000 (  8%) ] Loss: 1.0689 top1= 74.1477

=== 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 |   8736/60000 ( 15%) ] Loss: 1.0649 top1= 73.8636

=== 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=0.9402 top1= 81.0797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9407 top1= 81.6006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9433 top1= 81.0397

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.0173 top1= 73.8636

=== 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 |   4576/60000 (  8%) ] Loss: 0.8690 top1= 78.9773

=== 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 |   8736/60000 ( 15%) ] Loss: 0.8924 top1= 77.2727

=== 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=0.7811 top1= 83.0028


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7810 top1= 83.6739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7811 top1= 83.1030

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.8582 top1= 78.6932

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.7290 top1= 81.2500

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.7760 top1= 78.6932

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6723 top1= 84.5052


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6722 top1= 84.9459


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6706 top1= 84.7256

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.7430 top1= 80.3977

=== 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 |   4576/60000 (  8%) ] Loss: 0.6243 top1= 84.0909

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.001



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


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.6846 top1= 81.2500

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5965 top1= 85.6671


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5945 top1= 86.2580


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5949 top1= 85.8273

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.6558 top1= 82.6705

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E11B10 |   4576/60000 (  8%) ] Loss: 0.5573 top1= 86.0795

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.6186 top1= 82.1023

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5440 top1= 86.3281


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5427 top1= 86.7889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5429 top1= 86.5284

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.6010 top1= 83.2386

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B10 |   4576/60000 (  8%) ] Loss: 0.5039 top1= 88.0682

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.5806 top1= 83.5227

=== 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=0.5016 top1= 87.3598


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5013 top1= 87.7604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5027 top1= 87.2796

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.5499 top1= 85.5114

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E13B10 |   4576/60000 (  8%) ] Loss: 0.4663 top1= 87.7841

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.5395 top1= 85.2273

=== 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=0.4723 top1= 87.7103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4718 top1= 87.9908


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4697 top1= 87.9507

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.5123 top1= 85.5114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E14B10 |   4576/60000 (  8%) ] Loss: 0.4304 top1= 89.2045

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.5087 top1= 86.3636

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4456 top1= 88.3113


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4449 top1= 88.4816


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4430 top1= 88.4315

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.4789 top1= 85.7955

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E15B10 |   4576/60000 (  8%) ] Loss: 0.4091 top1= 89.7727

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.4856 top1= 87.2159

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4256 top1= 88.5617


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4249 top1= 88.6518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4233 top1= 88.6919

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.4469 top1= 86.9318

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E16B10 |   4576/60000 (  8%) ] Loss: 0.3778 top1= 90.6250

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.4610 top1= 87.7841

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4068 top1= 89.0325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4067 top1= 89.1226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4081 top1= 88.9223

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.4306 top1= 88.0682

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E17B10 |   4576/60000 (  8%) ] Loss: 0.3617 top1= 91.7614

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.4516 top1= 87.7841

=== 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=0.3937 top1= 89.2628


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3950 top1= 89.1326


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3944 top1= 89.1927

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.4171 top1= 86.6477

=== 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 |   4576/60000 (  8%) ] Loss: 0.3513 top1= 90.6250

=== 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 |   8736/60000 ( 15%) ] Loss: 0.4324 top1= 88.6364

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3827 top1= 89.2428


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3825 top1= 89.5433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3823 top1= 89.4131

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.3938 top1= 88.0682

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E19B10 |   4576/60000 (  8%) ] Loss: 0.3328 top1= 92.0455

=== 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 |   8736/60000 ( 15%) ] Loss: 0.4179 top1= 88.3523

=== 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=0.3718 top1= 89.5633


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3714 top1= 89.7336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3736 top1= 89.4832

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.3811 top1= 88.3523

=== 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 |   4576/60000 (  8%) ] Loss: 0.3295 top1= 92.0455

=== 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 |   8736/60000 ( 15%) ] Loss: 0.4095 top1= 88.9205

=== 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=0.3645 top1= 89.5733


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3619 top1= 89.8337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3648 top1= 89.7336

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.3668 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 |   4576/60000 (  8%) ] Loss: 0.3076 top1= 92.3295

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.3883 top1= 89.7727

=== 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=0.3546 top1= 89.8638


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3532 top1= 90.1242


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3568 top1= 89.8638

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.3630 top1= 88.3523

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E22B10 |   4576/60000 (  8%) ] Loss: 0.3011 top1= 92.3295

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.3916 top1= 89.4886

=== 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=0.3478 top1= 90.0841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3470 top1= 90.2143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3492 top1= 90.1743

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.3518 top1= 89.4886

=== 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 |   4576/60000 (  8%) ] Loss: 0.2966 top1= 92.0455

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.002



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


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.3733 top1= 89.7727

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3418 top1= 90.0942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3423 top1= 90.2143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3424 top1= 90.1242

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.3439 top1= 88.6364

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E24B10 |   4576/60000 (  8%) ] Loss: 0.2811 top1= 93.1818

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.3646 top1= 90.6250

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3343 top1= 90.4147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3337 top1= 90.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3363 top1= 90.4147

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.3303 top1= 90.3409

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E25B10 |   4576/60000 (  8%) ] Loss: 0.2811 top1= 93.1818

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.3656 top1= 90.0568

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



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3295 top1= 90.4748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3292 top1= 90.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3328 top1= 90.5449

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.3280 top1= 90.0568

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E26B10 |   4576/60000 (  8%) ] Loss: 0.2613 top1= 93.7500

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.3540 top1= 90.6250

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3236 top1= 90.6651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3211 top1= 90.8253


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3260 top1= 90.6450

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.3162 top1= 89.4886

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E27B10 |   4576/60000 (  8%) ] Loss: 0.2618 top1= 93.1818

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.001



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


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.3475 top1= 90.9091

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3204 top1= 90.7552


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3187 top1= 90.8854


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3202 top1= 90.9155

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.3121 top1= 90.0568

=== 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 |   4576/60000 (  8%) ] Loss: 0.2499 top1= 93.7500

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.002



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


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.3319 top1= 90.6250

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3139 top1= 90.9355


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3136 top1= 91.0657


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3143 top1= 91.0256

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3042 top1= 89.7727

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E29B10 |   4576/60000 (  8%) ] Loss: 0.2455 top1= 94.0341

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.3258 top1= 90.9091

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3099 top1= 91.1659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3086 top1= 91.0857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3121 top1= 91.0457

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.2870 top1= 91.1932

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E30B10 |   4576/60000 (  8%) ] Loss: 0.2388 top1= 93.4659

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.3098 top1= 90.3409

=== 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=0.3053 top1= 91.2159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3060 top1= 91.2360


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3073 top1= 91.2159

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.2917 top1= 90.6250

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E31B10 |   4576/60000 (  8%) ] Loss: 0.2320 top1= 94.3182

=== 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 |   8736/60000 ( 15%) ] Loss: 0.3174 top1= 90.9091

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3004 top1= 91.3962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2996 top1= 91.4163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3017 top1= 91.2861

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.2833 top1= 91.7614

=== 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 |   4576/60000 (  8%) ] Loss: 0.2340 top1= 94.3182

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.3063 top1= 91.4773

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2988 top1= 91.3061


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2968 top1= 91.5365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3004 top1= 91.3161

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.2711 top1= 90.6250

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E33B10 |   4576/60000 (  8%) ] Loss: 0.2265 top1= 94.3182

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.2990 top1= 92.0455

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2946 top1= 91.5164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2926 top1= 91.5665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2962 top1= 91.5064

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.2649 top1= 91.4773

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E34B10 |   4576/60000 (  8%) ] Loss: 0.2218 top1= 94.3182

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.3101 top1= 91.1932

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2916 top1= 91.5164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2892 top1= 91.7568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2933 top1= 91.5565

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.2601 top1= 90.9091

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E35B10 |   4576/60000 (  8%) ] Loss: 0.2156 top1= 94.6023

=== 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 |   8736/60000 ( 15%) ] Loss: 0.2892 top1= 92.6136

=== 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=0.2889 top1= 91.7067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2873 top1= 91.7268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2914 top1= 91.5765

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.2539 top1= 91.7614

=== 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 |   4576/60000 (  8%) ] Loss: 0.2099 top1= 95.4545

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.2876 top1= 92.3295

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2862 top1= 91.6967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2839 top1= 91.7869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2888 top1= 91.7167

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.2536 top1= 91.1932

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E37B10 |   4576/60000 (  8%) ] Loss: 0.2118 top1= 95.1705

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.2808 top1= 91.7614

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2842 top1= 91.7568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2829 top1= 91.8470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2839 top1= 91.7768

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.2504 top1= 91.7614

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E38B10 |   4576/60000 (  8%) ] Loss: 0.2008 top1= 95.7386

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.2723 top1= 92.3295

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2794 top1= 91.9972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2784 top1= 92.0172


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2799 top1= 91.9171

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2431 top1= 91.1932

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E39B10 |   4576/60000 (  8%) ] Loss: 0.2048 top1= 95.1705

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.2670 top1= 92.8977

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2766 top1= 92.0272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2749 top1= 92.0373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2788 top1= 91.9872

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.2355 top1= 92.3295

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E40B10 |   4576/60000 (  8%) ] Loss: 0.1951 top1= 96.3068

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.2604 top1= 92.6136

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2728 top1= 92.1875


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2717 top1= 92.3077


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2753 top1= 92.0573

