
=== 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 ByzantineWorker(index=11)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([4, 2, 8, 0, 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 |   4224/60000 (  7%) ] Loss: 2.2616 top1= 20.1705

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1622 top1= 32.3864

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0179 top1= 52.9447


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0202 top1= 56.8109


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0193 top1= 47.7764

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.0132 top1= 45.7386

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.7873 top1= 53.6932

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B20 |   8064/60000 ( 13%) ] Loss: 1.4378 top1= 64.7727

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0142 top1= 76.9932


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0140 top1= 77.1134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0223 top1= 76.9832

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.1281 top1= 69.8864

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.8695 top1= 75.5682

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.6764 top1= 78.4091

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4844 top1= 85.3866


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5029 top1= 84.2648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4802 top1= 86.0577

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.6420 top1= 80.6818

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.5831 top1= 84.3750

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.4437 top1= 86.0795

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3775 top1= 88.8822


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3880 top1= 88.6418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3811 top1= 88.7420

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.4740 top1= 85.7955

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.4719 top1= 87.7841

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3423 top1= 91.1932

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3359 top1= 89.9840


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3481 top1= 89.6034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3397 top1= 90.0341

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.3964 top1= 88.0682

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.3973 top1= 89.2045

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2812 top1= 93.7500

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3112 top1= 90.8053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3233 top1= 90.4347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3173 top1= 90.5048

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.3456 top1= 89.7727

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.3512 top1= 92.0455

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2394 top1= 94.6023

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2954 top1= 91.1959


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3065 top1= 90.8754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3017 top1= 90.8554

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.3067 top1= 91.4773

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.3124 top1= 92.8977

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2126 top1= 94.8864

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2830 top1= 91.5264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2933 top1= 91.3462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2910 top1= 91.2260

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2738 top1= 92.6136

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2815 top1= 93.4659

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1920 top1= 95.4545

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2751 top1= 91.8770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2828 top1= 91.6066


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2827 top1= 91.5465

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2412 top1= 92.6136

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2539 top1= 93.1818

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1745 top1= 96.5909

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2686 top1= 91.9371


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2768 top1= 91.7568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2756 top1= 91.7368

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.2114 top1= 94.3182

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2302 top1= 94.6023

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1618 top1= 96.0227

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2628 top1= 92.0974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2703 top1= 91.7869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2689 top1= 91.8570

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1840 top1= 94.3182

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2110 top1= 94.6023

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1473 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.017



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2581 top1= 92.2276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2686 top1= 91.9271


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2611 top1= 92.0773

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1617 top1= 94.6023

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1872 top1= 95.4545

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1350 top1= 96.5909

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2539 top1= 92.2576


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2667 top1= 91.9872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2541 top1= 92.3377

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1419 top1= 94.8864

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1635 top1= 96.3068

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1227 top1= 96.8750

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2490 top1= 92.4880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2652 top1= 92.0673


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2467 top1= 92.5781

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1265 top1= 96.0227

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1409 top1= 97.4432

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1088 top1= 98.0114

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2452 top1= 92.6482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2660 top1= 92.1374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2405 top1= 92.8486

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1102 top1= 95.7386

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1202 top1= 97.1591

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0988 top1= 97.4432

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2411 top1= 92.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2619 top1= 92.3878


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2362 top1= 92.9387

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0995 top1= 96.5909

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1055 top1= 97.7273

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0892 top1= 98.5795

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2402 top1= 93.1090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2632 top1= 92.4579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2340 top1= 93.0789

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0991 top1= 96.5909

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0959 top1= 98.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0833 top1= 98.2955

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2481 top1= 92.8886


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2791 top1= 92.2476


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2366 top1= 93.0589

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1078 top1= 95.1705

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0864 top1= 98.8636

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0813 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2702 top1= 92.4980


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3143 top1= 91.4563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2504 top1= 92.8986

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1203 top1= 95.1705

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0814 top1= 98.5795

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0766 top1= 98.2955

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2785 top1= 92.5280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3343 top1= 91.0557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2549 top1= 92.9688

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1183 top1= 95.7386

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0736 top1= 98.0114

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0836 top1= 97.7273

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2873 top1= 92.4579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3610 top1= 90.6250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2575 top1= 93.1791

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1143 top1= 96.0227

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0792 top1= 97.4432

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0870 top1= 96.5909

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2806 top1= 92.5280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3470 top1= 90.9956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2599 top1= 92.9788

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0792 top1= 97.4432

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0897 top1= 96.8750

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0625 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2449 top1= 93.3393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2607 top1= 93.0088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2534 top1= 93.1390

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0725 top1= 97.4432

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0970 top1= 96.3068

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0686 top1= 98.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2452 top1= 93.3393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2550 top1= 93.0188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2412 top1= 93.4495

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0695 top1= 98.5795

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0644 top1= 98.0114

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1008 top1= 95.7386

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2426 top1= 93.2292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2713 top1= 92.5681


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2393 top1= 93.2692

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0545 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0725 top1= 98.0114

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0830 top1= 97.7273

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2315 top1= 93.7800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2452 top1= 93.5096


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2357 top1= 93.6498

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0574 top1= 98.5795

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0763 top1= 97.4432

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0418 top1= 98.2955

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2540 top1= 93.2392


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2580 top1= 93.1791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2563 top1= 93.1390

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0735 top1= 98.0114

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0861 top1= 96.3068

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0541 top1= 98.2955

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2196 top1= 93.8902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2268 top1= 93.8001


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2171 top1= 93.9804

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0456 top1= 98.8636

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0757 top1= 97.4432

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0299 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2487 top1= 93.2993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2630 top1= 92.7985


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2324 top1= 93.6899

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0733 top1= 97.4432

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0397 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0315 top1= 99.1477

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2146 top1= 94.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2323 top1= 93.7800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2187 top1= 94.1807

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0329 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0412 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0299 top1= 98.8636

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2126 top1= 94.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2113 top1= 94.4712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2228 top1= 94.0004

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0286 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0375 top1= 99.4318

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0159 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2185 top1= 94.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2139 top1= 94.5613


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2438 top1= 93.5196

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0326 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0315 top1= 99.1477

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0173 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2182 top1= 94.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2218 top1= 94.5413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2534 top1= 93.4095

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0243 top1= 99.7159

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0202 top1=100.0000

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0190 top1= 99.4318

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2147 top1= 94.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2248 top1= 94.3309


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2552 top1= 93.4495

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0253 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0210 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0220 top1= 99.4318

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2093 top1= 94.6214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2262 top1= 94.3309


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2452 top1= 93.5497

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0211 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0145 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0242 top1= 99.4318

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2093 top1= 94.7817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2328 top1= 94.2308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2347 top1= 94.0805

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0142 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0170 top1=100.0000

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0184 top1= 99.4318

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2166 top1= 94.5713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2352 top1= 94.1106


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2228 top1= 94.4211

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0150 top1=100.0000

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0132 top1=100.0000

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0151 top1= 99.7159

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2179 top1= 94.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2273 top1= 94.5713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2198 top1= 94.5012

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0126 top1=100.0000

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0138 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0164 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2094 top1= 94.8718


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2126 top1= 94.7516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2080 top1= 94.8417

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



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


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0150 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0064 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2175 top1= 94.7817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2199 top1= 94.7616


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2217 top1= 94.8017

