
=== 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: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 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 |   4576/60000 (  8%) ] Loss: 2.2422 top1= 20.7386

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.1923 top1= 29.5455

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2827 top1= 10.7372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2762 top1= 19.0405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2853 top1= 19.1907

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1432 top1= 33.5227

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1045 top1= 31.8182

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.004



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


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.0227 top1= 29.2614

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3424 top1= 17.2977


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2594 top1= 27.5741


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2805 top1= 15.5048

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.9424 top1= 34.0909

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.8901 top1= 37.5000

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.8162 top1= 38.3523

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5840 top1= 18.9904


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2629 top1= 40.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3082 top1= 11.2680

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.7476 top1= 44.3182

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.7050 top1= 44.0341

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.6310 top1= 47.4432

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0442 top1= 18.9303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2872 top1= 39.2829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3677 top1= 14.4331

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.5626 top1= 51.9886

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.129


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.5228 top1= 51.9886

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.154


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.4524 top1= 54.2614

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.105



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.180



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7243 top1= 18.9603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3306 top1= 38.7220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4548 top1= 21.8750

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.3888 top1= 59.6591

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.121



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.207


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.3574 top1= 58.2386

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.139



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.236


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.2971 top1= 61.0795

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.157



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.265



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5869 top1= 18.9603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3849 top1= 39.8538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5609 top1= 25.5208

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.2409 top1= 65.9091

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.296


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.2180 top1= 64.4886

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.196



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.327


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.1660 top1= 67.3295

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.359



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5839 top1= 18.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4415 top1= 41.4764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6752 top1= 28.5657

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.1172 top1= 68.4659

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.392


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.1013 top1= 66.4773

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.261



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.426


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.0539 top1= 71.0227

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.284



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.460



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6802 top1= 19.0004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4964 top1= 42.8486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7914 top1= 30.9295

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.0119 top1= 72.7273

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.309



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.495


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.0020 top1= 70.7386

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.334



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.531


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.9568 top1= 74.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.359



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.567



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8550 top1= 19.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5501 top1= 44.1306


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9090 top1= 32.6122

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.9212 top1= 75.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.386



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.605


[E10B10 |   4576/60000 (  8%) ] Loss: 0.9166 top1= 73.2955

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.413



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.643


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.8718 top1= 78.6932

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.441



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.681



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.0978 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6042 top1= 45.1122


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0305 top1= 33.6538

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.8423 top1= 77.5568

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.470



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.721


[E11B10 |   4576/60000 (  8%) ] Loss: 0.8427 top1= 75.5682

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.500



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.761


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.7976 top1= 82.1023

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.530



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.801



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.4017 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6619 top1= 45.6130


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1588 top1= 34.3149

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.7736 top1= 80.1136

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.561



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.843


[E12B10 |   4576/60000 (  8%) ] Loss: 0.7788 top1= 77.5568

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.593



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.885


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.7329 top1= 83.8068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.626



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.926



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.7618 top1= 19.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7242 top1= 46.1839


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2953 top1= 34.8658

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.7139 top1= 81.2500

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.659



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.970


[E13B10 |   4576/60000 (  8%) ] Loss: 0.7235 top1= 78.1250

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.693



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.013


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.6763 top1= 85.5114

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.727



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.1735 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7921 top1= 46.6146


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4408 top1= 35.1562

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.6624 top1= 82.6705

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.763



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.101


[E14B10 |   4576/60000 (  8%) ] Loss: 0.6766 top1= 80.1136

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.799



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.147


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.6280 top1= 86.9318

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.835



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.191



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.6295 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8660 top1= 46.9752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5943 top1= 35.5268

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.6182 top1= 84.9432

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.872



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.237


[E15B10 |   4576/60000 (  8%) ] Loss: 0.6365 top1= 82.3864

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.910



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.284


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.5868 top1= 87.5000

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.949



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.330



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.1219 top1= 19.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9454 top1= 47.2857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7557 top1= 35.8273

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.5804 top1= 86.3636

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.988



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.377


[E16B10 |   4576/60000 (  8%) ] Loss: 0.6021 top1= 83.5227

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.028



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.425


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.5511 top1= 88.0682

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.068



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.473



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.6465 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0292 top1= 47.4760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9251 top1= 36.0777

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.5475 top1= 86.9318

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.108



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.521


[E17B10 |   4576/60000 (  8%) ] Loss: 0.5723 top1= 84.3750

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.150



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.570


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.5202 top1= 88.6364

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.192



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.619



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.1971 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1173 top1= 47.6663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1018 top1= 36.2280

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.5191 top1= 86.9318

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.234



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.668


[E18B10 |   4576/60000 (  8%) ] Loss: 0.5464 top1= 85.2273

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.277



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.718


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.4933 top1= 89.4886

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.320



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.767



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.7691 top1= 19.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2077 top1= 47.8966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2837 top1= 36.3882

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.4943 top1= 87.5000

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.364



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.817


[E19B10 |   4576/60000 (  8%) ] Loss: 0.5239 top1= 85.7955

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.409



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.867


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.4697 top1= 90.3409

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.454



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.917



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.3583 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3002 top1= 48.0669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4692 top1= 36.5184

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.4724 top1= 88.0682

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.499



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.968


[E20B10 |   4576/60000 (  8%) ] Loss: 0.5040 top1= 86.0795

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.545



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.019


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.4488 top1= 90.9091

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.591



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.9597 top1= 19.1907


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3943 top1= 48.2272


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6566 top1= 36.5885

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.4532 top1= 88.9205

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.638



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.122


[E21B10 |   4576/60000 (  8%) ] Loss: 0.4865 top1= 86.3636

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.686



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.174


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.4308 top1= 91.1932

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.733



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.5667 top1= 19.1907


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4900 top1= 48.3474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8449 top1= 36.7288

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.4364 top1= 90.0568

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.781



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.279


[E22B10 |   4576/60000 (  8%) ] Loss: 0.4710 top1= 86.3636

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.830



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.332


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.4147 top1= 91.4773

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.880



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.385



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=27.1759 top1= 19.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5873 top1= 48.4776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0316 top1= 36.7788

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.4217 top1= 90.0568

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.929



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.438


[E23B10 |   4576/60000 (  8%) ] Loss: 0.4570 top1= 86.6477

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.980



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.492


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.4003 top1= 91.1932

=== Log global consensus distance @ E23B20 ===
consensus_distance=2.030



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.546



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.7834 top1= 19.2208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6856 top1= 48.5577


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2160 top1= 36.8690

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.4083 top1= 90.3409

=== Log global consensus distance @ E24B0 ===
consensus_distance=2.081



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.600


[E24B10 |   4576/60000 (  8%) ] Loss: 0.4445 top1= 86.6477

=== Log global consensus distance @ E24B10 ===
consensus_distance=2.133



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.654


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.3873 top1= 91.1932

=== Log global consensus distance @ E24B20 ===
consensus_distance=2.185



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.709



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.3849 top1= 19.2208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7841 top1= 48.6278


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3974 top1= 36.9091

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.3964 top1= 90.3409

=== Log global consensus distance @ E25B0 ===
consensus_distance=2.236



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.763


[E25B10 |   4576/60000 (  8%) ] Loss: 0.4335 top1= 87.7841

=== Log global consensus distance @ E25B10 ===
consensus_distance=2.289



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.818


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.3755 top1= 91.1932

=== Log global consensus distance @ E25B20 ===
consensus_distance=2.343



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.874



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=31.9758 top1= 19.2308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8804 top1= 48.7179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5752 top1= 37.0493

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.3856 top1= 90.3409

=== Log global consensus distance @ E26B0 ===
consensus_distance=2.396



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.928


[E26B10 |   4576/60000 (  8%) ] Loss: 0.4235 top1= 87.7841

=== Log global consensus distance @ E26B10 ===
consensus_distance=2.450



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.984


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.3646 top1= 91.4773

=== Log global consensus distance @ E26B20 ===
consensus_distance=2.505



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=33.5492 top1= 19.2308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9752 top1= 48.8482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7474 top1= 37.1695

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.3757 top1= 90.9091

=== Log global consensus distance @ E27B0 ===
consensus_distance=2.559



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.095


[E27B10 |   4576/60000 (  8%) ] Loss: 0.4145 top1= 88.0682

=== Log global consensus distance @ E27B10 ===
consensus_distance=2.615



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.152


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.3546 top1= 91.1932

=== Log global consensus distance @ E27B20 ===
consensus_distance=2.670



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.209



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=35.1008 top1= 19.2408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0668 top1= 48.9083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9127 top1= 37.3097

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.3669 top1= 91.4773

=== Log global consensus distance @ E28B0 ===
consensus_distance=2.726



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.264


[E28B10 |   4576/60000 (  8%) ] Loss: 0.4063 top1= 88.0682

=== Log global consensus distance @ E28B10 ===
consensus_distance=2.783



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.322


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.3455 top1= 90.9091

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.840



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.380



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=36.6230 top1= 19.2408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1541 top1= 48.9784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0690 top1= 37.4599

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3588 top1= 91.7614

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.896



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.435


[E29B10 |   4576/60000 (  8%) ] Loss: 0.3982 top1= 88.3523

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.954



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.494


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.3368 top1= 90.9091

=== Log global consensus distance @ E29B20 ===
consensus_distance=3.012



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.552



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=38.1099 top1= 19.2608


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2374 top1= 48.9784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2141 top1= 37.7804

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.3513 top1= 92.0455

=== Log global consensus distance @ E30B0 ===
consensus_distance=3.069



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.607


[E30B10 |   4576/60000 (  8%) ] Loss: 0.3902 top1= 88.3523

=== Log global consensus distance @ E30B10 ===
consensus_distance=3.128



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.666


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.3287 top1= 91.1932

=== Log global consensus distance @ E30B20 ===
consensus_distance=3.188



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.725



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=39.5616 top1= 19.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3156 top1= 48.9984


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3494 top1= 38.0609

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.3443 top1= 92.3295

=== Log global consensus distance @ E31B0 ===
consensus_distance=3.246



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.780


[E31B10 |   4576/60000 (  8%) ] Loss: 0.3830 top1= 88.9205

=== Log global consensus distance @ E31B10 ===
consensus_distance=3.306



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.839


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.3212 top1= 91.1932

=== Log global consensus distance @ E31B20 ===
consensus_distance=3.366



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.898



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=40.9708 top1= 19.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3888 top1= 49.0284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4721 top1= 38.3614

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.3381 top1= 92.3295

=== Log global consensus distance @ E32B0 ===
consensus_distance=3.425



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.953


[E32B10 |   4576/60000 (  8%) ] Loss: 0.3764 top1= 89.7727

=== Log global consensus distance @ E32B10 ===
consensus_distance=3.486



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.013


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.3141 top1= 91.7614

=== Log global consensus distance @ E32B20 ===
consensus_distance=3.547



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=42.3333 top1= 19.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4563 top1= 49.0485


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5809 top1= 38.5617

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.3324 top1= 92.3295

=== Log global consensus distance @ E33B0 ===
consensus_distance=3.607



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.126


[E33B10 |   4576/60000 (  8%) ] Loss: 0.3703 top1= 89.4886

=== Log global consensus distance @ E33B10 ===
consensus_distance=3.669



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.186


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.3076 top1= 92.0455

=== Log global consensus distance @ E33B20 ===
consensus_distance=3.731



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.245



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=43.6420 top1= 19.3209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5169 top1= 49.0385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6747 top1= 38.8321

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.3271 top1= 92.3295

=== Log global consensus distance @ E34B0 ===
consensus_distance=3.792



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.300


[E34B10 |   4576/60000 (  8%) ] Loss: 0.3644 top1= 89.4886

=== Log global consensus distance @ E34B10 ===
consensus_distance=3.855



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.360


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.3016 top1= 91.4773

=== Log global consensus distance @ E34B20 ===
consensus_distance=3.918



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.419



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=44.8929 top1= 19.3209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5697 top1= 48.9984


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7518 top1= 39.1526

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.3223 top1= 92.3295

=== Log global consensus distance @ E35B0 ===
consensus_distance=3.979



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.473


[E35B10 |   4576/60000 (  8%) ] Loss: 0.3590 top1= 90.0568

=== Log global consensus distance @ E35B10 ===
consensus_distance=4.043



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.533


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.2962 top1= 91.7614

=== Log global consensus distance @ E35B20 ===
consensus_distance=4.106



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.592



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=46.0836 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6138 top1= 49.0184


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8117 top1= 39.3730

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.3177 top1= 92.6136

=== Log global consensus distance @ E36B0 ===
consensus_distance=4.168



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.646


[E36B10 |   4576/60000 (  8%) ] Loss: 0.3538 top1= 89.7727

=== Log global consensus distance @ E36B10 ===
consensus_distance=4.233



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.706


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.2913 top1= 92.0455

=== Log global consensus distance @ E36B20 ===
consensus_distance=4.297



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=47.2058 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6491 top1= 48.9984


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8538 top1= 39.7336

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.3137 top1= 92.8977

=== Log global consensus distance @ E37B0 ===
consensus_distance=4.360



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.817


[E37B10 |   4576/60000 (  8%) ] Loss: 0.3491 top1= 90.0568

=== Log global consensus distance @ E37B10 ===
consensus_distance=4.425



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.877


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.2867 top1= 92.3295

=== Log global consensus distance @ E37B20 ===
consensus_distance=4.490



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.934



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=48.2524 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6755 top1= 49.0184


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8779 top1= 39.9439

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.3100 top1= 93.1818

=== Log global consensus distance @ E38B0 ===
consensus_distance=4.553



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.987


[E38B10 |   4576/60000 (  8%) ] Loss: 0.3445 top1= 90.6250

=== Log global consensus distance @ E38B10 ===
consensus_distance=4.619



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.046


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.2827 top1= 92.3295

=== Log global consensus distance @ E38B20 ===
consensus_distance=4.684



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=49.2177 top1= 19.3409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6917 top1= 48.9183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8848 top1= 40.2945

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.3067 top1= 93.7500

=== Log global consensus distance @ E39B0 ===
consensus_distance=4.748



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.154


[E39B10 |   4576/60000 (  8%) ] Loss: 0.3404 top1= 90.9091

=== Log global consensus distance @ E39B10 ===
consensus_distance=4.814



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.212


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.2790 top1= 93.4659

=== Log global consensus distance @ E39B20 ===
consensus_distance=4.880



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.268



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=50.1131 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6971 top1= 48.8482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8761 top1= 40.6250

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.3036 top1= 93.7500

=== Log global consensus distance @ E40B0 ===
consensus_distance=4.944



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.319


[E40B10 |   4576/60000 (  8%) ] Loss: 0.3366 top1= 90.6250

=== Log global consensus distance @ E40B10 ===
consensus_distance=5.011



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.376


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.2757 top1= 93.7500

=== Log global consensus distance @ E40B20 ===
consensus_distance=5.077



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.430



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=50.9361 top1= 19.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6912 top1= 48.7780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8497 top1= 40.9856

