
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2430 top1= 20.4545

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2009 top1= 28.6932

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2774 top1= 16.5765


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2780 top1= 14.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2843 top1= 17.2576

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1581 top1= 33.5227

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1209 top1= 37.2159

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.003



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0857 top1= 40.6250

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2478 top1= 20.6831


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2573 top1= 16.6567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2625 top1= 25.6010

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0424 top1= 43.4659

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0104 top1= 44.3182

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.9768 top1= 44.3182

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2118 top1= 23.8782


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2376 top1= 21.2039


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2347 top1= 32.8025

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9317 top1= 48.8636

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.9046 top1= 50.8523

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.8693 top1= 53.1250

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1678 top1= 25.6911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2120 top1= 31.3201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2020 top1= 37.5401

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.8202 top1= 57.1023

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.7958 top1= 57.9545

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.7577 top1= 59.6591

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1151 top1= 29.3369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1781 top1= 35.2464


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1653 top1= 39.6434

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.7036 top1= 64.2045

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.6813 top1= 61.9318

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.6373 top1= 64.4886

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0522 top1= 31.7808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1379 top1= 36.6687


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1255 top1= 40.7352

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.5724 top1= 67.0455

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.5476 top1= 69.0341

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.4950 top1= 68.4659

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9824 top1= 36.0577


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0933 top1= 37.4599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0980 top1= 40.9555

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.4218 top1= 70.4545

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.3969 top1= 70.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.3406 top1= 71.8750

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9189 top1= 38.7320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0440 top1= 37.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1082 top1= 40.4447

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.2652 top1= 74.1477

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.2400 top1= 75.5682

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.1875 top1= 76.4205

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8967 top1= 35.7472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9911 top1= 38.3013


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2109 top1= 40.0841

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.1173 top1= 76.7045

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E10B10 |   4224/60000 (  7%) ] Loss: 1.0992 top1= 76.4205

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.0579 top1= 78.4091

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8952 top1= 37.9607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9359 top1= 38.5417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3427 top1= 40.2444

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.9906 top1= 78.9773

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.124


[E11B10 |   4224/60000 (  7%) ] Loss: 0.9780 top1= 78.9773

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.135


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.9469 top1= 80.1136

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9133 top1= 40.6050


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8812 top1= 38.9022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4695 top1= 40.8454

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.8816 top1= 83.2386

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.158


[E12B10 |   4224/60000 (  7%) ] Loss: 0.8740 top1= 80.6818

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.8538 top1= 82.6705

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.181



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9501 top1= 42.0072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8231 top1= 39.8137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5983 top1= 41.5665

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.7896 top1= 84.0909

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.192


[E13B10 |   4224/60000 (  7%) ] Loss: 0.7870 top1= 83.5227

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.053



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.204


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.7763 top1= 83.8068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.215



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0028 top1= 42.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7647 top1= 41.6867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7352 top1= 42.1374

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.7129 top1= 84.9432

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.227


[E14B10 |   4224/60000 (  7%) ] Loss: 0.7150 top1= 84.6591

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.239


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.7126 top1= 85.2273

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.251



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0681 top1= 43.2592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7073 top1= 43.7300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8813 top1= 42.5581

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.6496 top1= 86.0795

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.263


[E15B10 |   4224/60000 (  7%) ] Loss: 0.6561 top1= 86.0795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.275


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.6605 top1= 86.0795

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1447 top1= 43.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6529 top1= 46.2240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0387 top1= 42.8786

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.5973 top1= 87.2159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.299


[E16B10 |   4224/60000 (  7%) ] Loss: 0.6081 top1= 87.7841

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.311


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.6174 top1= 86.9318

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.083



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.323



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2317 top1= 43.6799


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6021 top1= 48.1571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2067 top1= 43.0789

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.5544 top1= 87.7841

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.336


[E17B10 |   4224/60000 (  7%) ] Loss: 0.5689 top1= 89.2045

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.349


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.5818 top1= 87.5000

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.092



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.361



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3286 top1= 43.8001


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5564 top1= 50.2704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3836 top1= 43.3093

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.5195 top1= 88.6364

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.096



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.375


[E18B10 |   4224/60000 (  7%) ] Loss: 0.5369 top1= 89.4886

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.099



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.388


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.5524 top1= 88.6364

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.102



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.401



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4352 top1= 43.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5164 top1= 52.0533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5680 top1= 43.3894

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.4911 top1= 88.9205

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.415


[E19B10 |   4224/60000 (  7%) ] Loss: 0.5105 top1= 90.3409

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.429


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.5278 top1= 88.6364

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.113



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.443



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5499 top1= 44.1406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4812 top1= 53.7260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7582 top1= 43.5797

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.4678 top1= 88.6364

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.116



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.457


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4888 top1= 90.3409

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.120



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.472


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.5071 top1= 89.2045

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.124



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.486



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6710 top1= 44.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4507 top1= 55.1382


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9525 top1= 43.7099

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4487 top1= 88.6364

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.127



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.501


[E21B10 |   4224/60000 (  7%) ] Loss: 0.4706 top1= 90.6250

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.517


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.4892 top1= 89.2045

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.135



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.532



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7977 top1= 44.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4251 top1= 56.1298


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1497 top1= 43.8401

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4328 top1= 89.2045

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.139



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.548


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4552 top1= 90.9091

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.143



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.564


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.4738 top1= 89.4886

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.147



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9289 top1= 44.9519


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4037 top1= 57.0713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3494 top1= 43.9403

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4196 top1= 89.4886

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.151



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.597


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4422 top1= 90.9091

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.156



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.614


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.4602 top1= 89.4886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.160



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.631



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0641 top1= 45.1723


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3859 top1= 57.8225


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5510 top1= 44.0905

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.4085 top1= 90.0568

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.164



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.648


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4309 top1= 90.9091

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.667


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.4482 top1= 89.7727

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.684



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2028 top1= 45.4627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3714 top1= 58.4936


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7540 top1= 44.1807

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3990 top1= 90.3409

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.178



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.703


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4209 top1= 91.1932

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.183



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.722


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.4374 top1= 89.7727

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.187



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.740



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3437 top1= 45.7131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3604 top1= 58.9744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9580 top1= 44.3009

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3907 top1= 90.3409

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.760


[E26B10 |   4224/60000 (  7%) ] Loss: 0.4120 top1= 91.4773

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.780


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.4276 top1= 90.3409

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.799



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4870 top1= 45.9535


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3520 top1= 59.5252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1626 top1= 44.4010

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3833 top1= 90.6250

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.820


[E27B10 |   4224/60000 (  7%) ] Loss: 0.4039 top1= 91.1932

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.212



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.841


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.4186 top1= 90.3409

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.861



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6323 top1= 46.1538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3461 top1= 59.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3679 top1= 44.5212

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3767 top1= 90.6250

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.223



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.882


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3965 top1= 91.4773

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.228



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.904


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.4104 top1= 90.3409

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.925



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7798 top1= 46.2440


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3414 top1= 60.0461


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5738 top1= 44.6214

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3709 top1= 90.9091

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.239



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.947


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3899 top1= 91.4773

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.245



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.970


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.4028 top1= 90.3409

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.250



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.992



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9292 top1= 46.4744


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3377 top1= 60.3365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7799 top1= 44.7716

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3656 top1= 91.4773

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.256



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.015


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3837 top1= 91.4773

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.262



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.039


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.3958 top1= 90.3409

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.268



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0799 top1= 46.6947


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3355 top1= 60.6571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9865 top1= 44.9219

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3609 top1= 91.4773

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.274



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.086


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3781 top1= 91.1932

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.280



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.111


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.3892 top1= 90.3409

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.286



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.135



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2323 top1= 46.8850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3350 top1= 60.8974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1932 top1= 45.1422

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3568 top1= 91.4773

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.292



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.159


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3728 top1= 91.4773

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.298



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.185


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.3831 top1= 91.1932

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.305



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.210



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3860 top1= 47.1054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3352 top1= 60.9976


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4004 top1= 45.3325

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3530 top1= 91.7614

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.311



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.235


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3679 top1= 92.0455

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.318



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.262


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.3773 top1= 91.4773

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.324



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5408 top1= 47.3658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3364 top1= 61.1178


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6077 top1= 45.5429

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3494 top1= 92.0455

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.331



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.314


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3633 top1= 92.0455

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.337



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.341


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.3721 top1= 91.4773

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.344



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.368



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6970 top1= 47.5361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3375 top1= 61.1979


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8155 top1= 45.7432

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3461 top1= 91.7614

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.351



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.395


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3591 top1= 92.0455

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.358



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.423


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.3671 top1= 91.4773

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.365



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.450



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8541 top1= 47.6963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3391 top1= 61.2079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0230 top1= 45.8433

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.3431 top1= 91.7614

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.372



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.479


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3551 top1= 92.0455

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.379



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.508


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.3624 top1= 91.7614

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.386



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.536



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0120 top1= 47.9167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3415 top1= 61.2981


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2309 top1= 46.0036

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.3403 top1= 91.7614

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.393



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.565


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3514 top1= 91.7614

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.401



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.594


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.3580 top1= 92.6136

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.408



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.623



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1709 top1= 48.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3447 top1= 61.3181


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4391 top1= 46.1639

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.3378 top1= 91.7614

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.415



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.653


[E38B10 |   4224/60000 (  7%) ] Loss: 0.3480 top1= 92.0455

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.423



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.683


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.3541 top1= 92.8977

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.430



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.712



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3308 top1= 48.4175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3475 top1= 61.3582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6476 top1= 46.3542

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.3355 top1= 91.4773

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.438



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.742


[E39B10 |   4224/60000 (  7%) ] Loss: 0.3448 top1= 92.0455

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.445



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.773


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.3502 top1= 92.6136

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.453



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.804



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4915 top1= 48.5276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3504 top1= 61.4083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8560 top1= 46.6146

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.3334 top1= 91.4773

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.460



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.834


[E40B10 |   4224/60000 (  7%) ] Loss: 0.3419 top1= 91.7614

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.468



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.866


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.3466 top1= 93.1818

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.476



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.897



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6525 top1= 48.7179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3527 top1= 61.3582


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0643 top1= 46.7448

