
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> Add worker LabelFlippingWorker
=> Add worker LabelFlippingWorker

=== 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([0, 1, 0, 0, 0], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 0, 0, 0], 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: 2.0444 top1= 44.0341

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.5124 top1= 56.8182

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.245



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1438 top1= 30.3486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3020 top1= 37.5100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8494 top1= 25.5208

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 1.0050 top1= 69.3182

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.122



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.519


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.6645 top1= 79.8295

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.161



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.3713 top1= 92.8977

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.754



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8205 top1= 42.7784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1212 top1= 39.5833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1590 top1= 40.6450

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.2755 top1= 90.3409

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.751


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.2639 top1= 92.8977

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.158



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.676


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.1608 top1= 96.0227

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.135



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.579



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5293 top1= 55.6691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4499 top1= 43.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9345 top1= 43.9203

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.1708 top1= 94.8864

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.482


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.2105 top1= 94.6023

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.392


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.1163 top1= 97.7273

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.324



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3591 top1= 65.5248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9470 top1= 46.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6438 top1= 45.1022

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.1386 top1= 95.7386

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.1870 top1= 94.6023

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.232


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.1004 top1= 98.0114

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.205



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3021 top1= 69.6414


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7495 top1= 46.9351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4913 top1= 47.8466

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.1161 top1= 96.8750

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.183


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.1647 top1= 95.1705

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.166


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.0897 top1= 98.0114

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2895 top1= 71.8850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6966 top1= 47.0954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4308 top1= 49.7496

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.0997 top1= 97.1591

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.143


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.1467 top1= 96.3068

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.0800 top1= 98.2955

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2958 top1= 73.4375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6598 top1= 47.3558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4101 top1= 51.4924

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.0855 top1= 97.1591

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.1308 top1= 96.5909

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.0717 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3128 top1= 74.2488


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6622 top1= 47.4559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4144 top1= 52.4339

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.0751 top1= 98.5795

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.1173 top1= 96.8750

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.0645 top1= 98.2955

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3334 top1= 74.7196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6862 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4285 top1= 53.3854

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.0653 top1= 98.5795

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1046 top1= 97.1591

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.0584 top1= 98.5795

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3571 top1= 75.2304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6968 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4356 top1= 54.2067

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.0587 top1= 99.4318

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E11B10 |   4576/60000 (  8%) ] Loss: 0.0941 top1= 97.4432

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.0526 top1= 99.1477

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3829 top1= 75.4708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7330 top1= 48.1671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4470 top1= 54.9179

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.0515 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E12B10 |   4576/60000 (  8%) ] Loss: 0.0850 top1= 98.0114

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.0477 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4110 top1= 75.6911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7612 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4623 top1= 55.7893

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.0461 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E13B10 |   4576/60000 (  8%) ] Loss: 0.0761 top1= 98.5795

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.0438 top1= 99.4318

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4346 top1= 75.8714


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7770 top1= 48.7680


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4603 top1= 56.6506

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.0410 top1= 99.4318

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E14B10 |   4576/60000 (  8%) ] Loss: 0.0687 top1= 98.5795

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.0402 top1= 99.4318

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4575 top1= 76.2019


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8139 top1= 49.1086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4891 top1= 57.2015

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.0368 top1= 99.7159

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E15B10 |   4576/60000 (  8%) ] Loss: 0.0639 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.0371 top1= 99.4318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4865 top1= 76.1518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8411 top1= 49.3590


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4808 top1= 58.3333

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.0328 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E16B10 |   4576/60000 (  8%) ] Loss: 0.0570 top1= 98.5795

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0347 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5108 top1= 76.2921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8660 top1= 49.7095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4831 top1= 58.9643

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.0299 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E17B10 |   4576/60000 (  8%) ] Loss: 0.0513 top1= 99.1477

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0331 top1= 99.7159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5366 top1= 76.3421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8907 top1= 50.0801


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4853 top1= 59.7456

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.0275 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E18B10 |   4576/60000 (  8%) ] Loss: 0.0479 top1= 99.1477

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.0315 top1= 99.4318

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5649 top1= 76.2921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9318 top1= 50.3506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4894 top1= 60.4167

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0256 top1=100.0000

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0439 top1= 99.1477

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0294 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5873 top1= 76.2420


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9532 top1= 50.6010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4780 top1= 61.2380

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.0254 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E20B10 |   4576/60000 (  8%) ] Loss: 0.0400 top1= 99.4318

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0269 top1= 99.7159

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6136 top1= 76.2720


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9868 top1= 50.8814


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4745 top1= 61.7989

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.0255 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E21B10 |   4576/60000 (  8%) ] Loss: 0.0376 top1= 99.1477

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0263 top1= 99.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6406 top1= 76.2019


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0348 top1= 51.0116


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4843 top1= 62.2997

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0252 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E22B10 |   4576/60000 (  8%) ] Loss: 0.0375 top1= 98.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0235 top1= 99.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6615 top1= 76.2119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0495 top1= 51.3822


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4897 top1= 62.7604

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.0260 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0383 top1= 98.8636

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0196 top1= 99.7159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7001 top1= 75.8113


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0865 top1= 51.4924


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4978 top1= 63.1010

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0299 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0381 top1= 98.5795

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7216 top1= 75.5609


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1322 top1= 51.6126


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5702 top1= 62.2897

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0361 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0413 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0194 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7189 top1= 76.0116


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1419 top1= 51.9732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7149 top1= 61.1879

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0343 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0759 top1= 97.4432

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.0181 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6828 top1= 76.4423


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1589 top1= 52.5741


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7179 top1= 59.9259

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0315 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E27B10 |   4576/60000 (  8%) ] Loss: 0.1301 top1= 94.8864

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0430 top1= 98.2955

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6613 top1= 77.0232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1439 top1= 53.1250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6873 top1= 60.2664

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.0194 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0636 top1= 97.7273

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0249 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7009 top1= 77.6643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0896 top1= 54.3369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1382 top1= 59.2047

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0670 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0186 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0200 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6388 top1= 78.2953


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0784 top1= 54.8277


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9841 top1= 59.0845

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0230 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0211 top1= 99.4318

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0127 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6415 top1= 78.4455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0454 top1= 55.1983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8906 top1= 60.8874

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.0167 top1=100.0000

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E31B10 |   4576/60000 (  8%) ] Loss: 0.0515 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0248 top1= 99.4318

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6939 top1= 77.5641


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0360 top1= 54.9679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4838 top1= 66.2260

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.0133 top1=100.0000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E32B10 |   4576/60000 (  8%) ] Loss: 0.0363 top1= 99.1477

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0158 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6054 top1= 79.3970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9394 top1= 55.1082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6025 top1= 64.4331

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.0201 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E33B10 |   4576/60000 (  8%) ] Loss: 0.0147 top1=100.0000

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.0284 top1= 99.4318

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6009 top1= 79.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0568 top1= 54.3470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5207 top1= 65.6050

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.0384 top1= 99.1477

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E34B10 |   4576/60000 (  8%) ] Loss: 0.0168 top1= 99.4318

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.0232 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6579 top1= 78.9764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2193 top1= 52.1534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5683 top1= 65.5148

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0448 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E35B10 |   4576/60000 (  8%) ] Loss: 0.0159 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0134 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7082 top1= 77.7444


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3952 top1= 51.2320


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5309 top1= 66.1659

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.0273 top1= 98.5795

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0259 top1= 99.1477

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0269 top1= 99.4318

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6630 top1= 78.3654


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7921 top1= 59.0144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5107 top1= 66.9471

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.0205 top1= 99.4318

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0131 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.0221 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6491 top1= 78.2352


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8404 top1= 58.1230


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4296 top1= 68.3193

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.0102 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E38B10 |   4576/60000 (  8%) ] Loss: 0.0265 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6520 top1= 78.9163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8290 top1= 56.6707


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4114 top1= 68.4796

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.0238 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E39B10 |   4576/60000 (  8%) ] Loss: 0.0153 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.0188 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6741 top1= 78.7660


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8259 top1= 57.9327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3999 top1= 68.8502

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E40B10 |   4576/60000 (  8%) ] Loss: 0.0159 top1= 99.7159

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6706 top1= 78.5256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6679 top1= 59.4952


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3982 top1= 68.9002

