
=== 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= 88.8622


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3880 top1= 88.6518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3813 top1= 88.7420

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.4736 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: 0.4722 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: 0.3428 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=0.3360 top1= 89.9740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3482 top1= 89.6134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3401 top1= 90.0040

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: 0.2814 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=0.3113 top1= 90.7552


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3233 top1= 90.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3173 top1= 90.4748

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.3458 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: 0.3511 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: 0.2397 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=0.2952 top1= 91.2059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3061 top1= 90.9155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3018 top1= 90.8654

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.3068 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: 0.3130 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: 0.2130 top1= 95.1705

=== 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=0.2831 top1= 91.5264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2925 top1= 91.3161


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2913 top1= 91.2059

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2731 top1= 92.3295

=== 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: 0.2821 top1= 93.7500

=== 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: 0.1921 top1= 95.7386

=== 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=0.2747 top1= 91.8570


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2827 top1= 91.5665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2826 top1= 91.5164

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2426 top1= 92.8977

=== 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: 0.2549 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: 0.1746 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=0.2689 top1= 91.9071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2769 top1= 91.7568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2762 top1= 91.6867

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.2109 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: 0.2315 top1= 94.3182

=== 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= 96.3068

=== 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=0.2629 top1= 92.1074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2708 top1= 91.8470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2691 top1= 91.8970

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1844 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: 0.2104 top1= 94.3182

=== 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= 96.5909

=== 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=0.2579 top1= 92.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2681 top1= 91.9972


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2617 top1= 92.0974

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1616 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: 0.1876 top1= 95.1705

=== 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: 0.1351 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=0.2538 top1= 92.2676


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2661 top1= 91.9872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2546 top1= 92.3678

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1407 top1= 94.6023

=== 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: 0.1643 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: 0.1217 top1= 97.1591

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2485 top1= 92.4880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2643 top1= 92.1374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2465 top1= 92.6282

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1265 top1= 95.7386

=== 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: 0.1421 top1= 97.1591

=== 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: 0.1101 top1= 97.4432

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2447 top1= 92.6482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2658 top1= 92.0974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2400 top1= 92.7985

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1104 top1= 96.0227

=== 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: 0.1223 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: 0.0979 top1= 97.7273

=== 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=0.2409 top1= 92.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2623 top1= 92.3177


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2352 top1= 92.9387

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1008 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: 0.1062 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=0.064


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0877 top1= 98.2955

=== 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=0.2399 top1= 93.0889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2615 top1= 92.4880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2341 top1= 93.0389

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0984 top1= 96.5909

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.015



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


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0949 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: 0.0843 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=0.2493 top1= 92.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2809 top1= 92.1975


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2374 top1= 93.1791

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1088 top1= 95.4545

=== 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: 0.0855 top1= 98.5795

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0812 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=0.2689 top1= 92.5080


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3123 top1= 91.5264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2480 top1= 92.9688

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1165 top1= 95.4545

=== 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: 0.0806 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: 0.0787 top1= 98.2955

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2760 top1= 92.5581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3281 top1= 91.1458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2552 top1= 92.9788

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1235 top1= 95.4545

=== 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= 98.5795

=== 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: 0.0850 top1= 97.4432

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2871 top1= 92.5381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3619 top1= 90.6550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2568 top1= 93.1390

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1085 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: 0.0801 top1= 97.7273

=== 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: 0.0885 top1= 97.1591

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2745 top1= 92.7885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3311 top1= 91.4663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2590 top1= 93.0288

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0757 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=0.066


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0832 top1= 98.0114

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0625 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2435 top1= 93.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2579 top1= 93.0389


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2526 top1= 93.1691

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0690 top1= 97.7273

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1048 top1= 96.0227

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0680 top1= 97.7273

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2546 top1= 92.9487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2730 top1= 92.6282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2458 top1= 93.1490

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0719 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=0.062


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0577 top1= 99.1477

=== 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: 0.0934 top1= 96.5909

=== 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=0.2412 top1= 93.3193


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2663 top1= 92.7284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2415 top1= 93.1390

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0556 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0743 top1= 98.5795

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0930 top1= 97.1591

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2372 top1= 93.6098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2590 top1= 93.1991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2359 top1= 93.5998

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0548 top1= 98.0114

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0742 top1= 97.7273

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0487 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=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2516 top1= 93.3293


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2542 top1= 93.4395


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2557 top1= 93.1090

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0701 top1= 98.2955

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0792 top1= 96.8750

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0436 top1= 98.5795

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2243 top1= 93.8301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2324 top1= 93.7099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2222 top1= 93.9804

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0540 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: 0.0680 top1= 98.2955

=== 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: 0.0363 top1= 99.1477

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2416 top1= 93.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2528 top1= 93.1891


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2290 top1= 93.7700

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0628 top1= 98.0114

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0407 top1= 99.4318

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0375 top1= 98.8636

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2140 top1= 94.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2267 top1= 93.9904


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2184 top1= 94.1807

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0283 top1=100.0000

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0396 top1= 99.1477

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0220 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2120 top1= 94.3610


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2091 top1= 94.4411


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2266 top1= 93.8301

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0292 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0401 top1= 99.4318

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0160 top1=100.0000

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2134 top1= 94.4511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2093 top1= 94.7516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2387 top1= 93.7800

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0287 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: 0.0345 top1= 99.4318

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[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=0.2199 top1= 94.3910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2224 top1= 94.5112


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2518 top1= 93.3794

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0234 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: 0.0201 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=0.025


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0186 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=0.2140 top1= 94.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2254 top1= 94.3710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2510 top1= 93.4796

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0255 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=0.023


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0225 top1=100.0000

=== 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: 0.0203 top1= 99.7159

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2111 top1= 94.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2282 top1= 94.2408


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2435 top1= 93.5897

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0197 top1=100.0000

=== 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: 0.0160 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=0.022


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0227 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=0.2103 top1= 94.8117


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2404 top1= 94.0004


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2268 top1= 94.3309

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0148 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=0.020


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0165 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=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2126 top1= 94.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2383 top1= 94.2208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2200 top1= 94.4611

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0154 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=0.019


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0135 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: 0.0170 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=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2187 top1= 94.5713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2400 top1= 94.0905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2151 top1= 94.5813

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0163 top1= 99.7159

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0130 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0155 top1= 99.4318

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2160 top1= 94.7316


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2311 top1= 94.4812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2097 top1= 94.9018

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0169 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0159 top1= 99.7159

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0169 top1= 99.1477

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2153 top1= 94.8718


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2161 top1= 94.8317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2219 top1= 94.7917

