
=== 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 LabelFlippingWorker
=> Add worker LabelFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([0, 1, 0, 0, 0], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')



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



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


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.2546 top1= 17.6136

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2132 top1= 26.7045

=== 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=2.2846 top1= 12.7704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2833 top1= 17.2676


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2887 top1= 14.6334

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1652 top1= 32.3864

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



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


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1282 top1= 33.2386

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.0920 top1= 40.3409

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2678 top1= 11.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2799 top1= 22.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2749 top1= 20.0220

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.0416 top1= 44.8864

=== 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 |   4576/60000 (  8%) ] Loss: 2.0088 top1= 41.4773

=== 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 |   8736/60000 ( 15%) ] Loss: 1.9823 top1= 46.3068

=== 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=2.2517 top1= 17.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2879 top1= 22.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2576 top1= 24.0184

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.9347 top1= 48.5795

=== 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 |   4576/60000 (  8%) ] Loss: 1.9045 top1= 47.1591

=== 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 |   8736/60000 ( 15%) ] Loss: 1.8823 top1= 48.2955

=== 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=2.2321 top1= 20.5329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2969 top1= 22.9667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2364 top1= 27.0132

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.8335 top1= 51.1364

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.8030 top1= 50.0000

=== 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 |   8736/60000 ( 15%) ] Loss: 1.7821 top1= 53.4091

=== 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=2.2046 top1= 22.0954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2999 top1= 25.3606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2129 top1= 30.3886

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.7312 top1= 55.3977

=== 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 |   4576/60000 (  8%) ] Loss: 1.6998 top1= 54.8295

=== 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 |   8736/60000 ( 15%) ] Loss: 1.6802 top1= 57.9545

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1668 top1= 24.3790


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2913 top1= 28.6759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1837 top1= 32.8025

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.6276 top1= 61.0795

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.5950 top1= 60.7955

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.5756 top1= 62.2159

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1185 top1= 26.5625


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2707 top1= 31.5905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1472 top1= 38.3914

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.5225 top1= 64.7727

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.4885 top1= 62.7841

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.4687 top1= 65.6250

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0606 top1= 28.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2396 top1= 33.9243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1043 top1= 42.1074

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.4165 top1= 66.7614

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.3811 top1= 67.8977

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.3605 top1= 69.6023

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9951 top1= 31.4603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1995 top1= 35.5268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0548 top1= 44.8618

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.3112 top1= 71.3068

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E10B10 |   4576/60000 (  8%) ] Loss: 1.2752 top1= 71.0227

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.2533 top1= 72.7273

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9241 top1= 36.0677


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1524 top1= 36.4683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9995 top1= 47.1354

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.2087 top1= 73.2955

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E11B10 |   4576/60000 (  8%) ] Loss: 1.1730 top1= 72.7273

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.1494 top1= 75.8523

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8498 top1= 40.7252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0999 top1= 37.1695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9399 top1= 48.9583

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.1112 top1= 75.5682

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E12B10 |   4576/60000 (  8%) ] Loss: 1.0757 top1= 75.2841

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.0506 top1= 78.1250

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7748 top1= 45.0220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0458 top1= 37.8906


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8781 top1= 50.3806

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.0198 top1= 78.1250

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E13B10 |   4576/60000 (  8%) ] Loss: 0.9855 top1= 76.7045

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.9593 top1= 79.8295

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7019 top1= 48.6879


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9938 top1= 39.1026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8168 top1= 51.4623

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.9358 top1= 80.1136

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E14B10 |   4576/60000 (  8%) ] Loss: 0.9044 top1= 79.2614

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.8771 top1= 81.2500

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6337 top1= 51.8730


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9412 top1= 40.5950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7579 top1= 52.3738

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.8605 top1= 81.5341

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E15B10 |   4576/60000 (  8%) ] Loss: 0.8320 top1= 80.3977

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.8038 top1= 82.3864

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5713 top1= 54.5473


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8903 top1= 42.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7028 top1= 53.0449

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.7939 top1= 82.9545

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E16B10 |   4576/60000 (  8%) ] Loss: 0.7681 top1= 81.5341

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.7390 top1= 84.0909

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5154 top1= 57.0012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8424 top1= 43.0889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6527 top1= 53.6959

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.7351 top1= 84.3750

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E17B10 |   4576/60000 (  8%) ] Loss: 0.7123 top1= 82.1023

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.6822 top1= 84.9432

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4658 top1= 58.8842


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7982 top1= 43.8502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6086 top1= 54.3770

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.6834 top1= 85.2273

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E18B10 |   4576/60000 (  8%) ] Loss: 0.6637 top1= 83.5227

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.6324 top1= 84.9432

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4222 top1= 60.3766


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7583 top1= 44.7115


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5705 top1= 54.9980

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.6381 top1= 85.7955

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B10 |   4576/60000 (  8%) ] Loss: 0.6215 top1= 83.8068

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.5889 top1= 85.2273

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3844 top1= 61.6286


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7220 top1= 45.5729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5377 top1= 55.5589

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.5984 top1= 85.2273

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E20B10 |   4576/60000 (  8%) ] Loss: 0.5850 top1= 84.6591

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.5509 top1= 86.6477

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3522 top1= 62.6402


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6904 top1= 46.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5100 top1= 56.1899

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.5636 top1= 85.7955

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E21B10 |   4576/60000 (  8%) ] Loss: 0.5532 top1= 85.2273

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.5177 top1= 87.5000

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3248 top1= 63.8221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6627 top1= 47.3558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4866 top1= 56.6707

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.5331 top1= 86.6477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E22B10 |   4576/60000 (  8%) ] Loss: 0.5256 top1= 85.7955

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.4886 top1= 88.0682

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3016 top1= 64.7636


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6386 top1= 48.1270


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4673 top1= 57.2316

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.5063 top1= 87.2159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E23B10 |   4576/60000 (  8%) ] Loss: 0.5014 top1= 86.9318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.4627 top1= 89.4886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2823 top1= 65.6250


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6184 top1= 49.0885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4512 top1= 57.7324

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.4825 top1= 88.0682

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E24B10 |   4576/60000 (  8%) ] Loss: 0.4801 top1= 87.5000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.4398 top1= 90.3409

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2660 top1= 66.4864


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6010 top1= 50.0300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4380 top1= 58.2532

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.4613 top1= 88.9205

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E25B10 |   4576/60000 (  8%) ] Loss: 0.4613 top1= 87.5000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.4194 top1= 90.9091

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2524 top1= 67.1875


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5864 top1= 50.7612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4272 top1= 58.7941

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.4421 top1= 89.7727

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E26B10 |   4576/60000 (  8%) ] Loss: 0.4445 top1= 88.0682

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.4009 top1= 91.1932

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2410 top1= 67.7584


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5745 top1= 51.4824


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4178 top1= 59.3049

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.4249 top1= 89.7727

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E27B10 |   4576/60000 (  8%) ] Loss: 0.4295 top1= 88.6364

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.3843 top1= 91.4773

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2315 top1= 68.3894


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5640 top1= 52.2236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4104 top1= 59.8157

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.4092 top1= 90.3409

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E28B10 |   4576/60000 (  8%) ] Loss: 0.4161 top1= 88.6364

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.3693 top1= 92.3295

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2240 top1= 68.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5558 top1= 53.0349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4046 top1= 60.2664

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3950 top1= 90.9091

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E29B10 |   4576/60000 (  8%) ] Loss: 0.4039 top1= 89.2045

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.3557 top1= 92.8977

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2177 top1= 69.4211


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5491 top1= 53.6358


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3999 top1= 60.8173

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.3819 top1= 90.6250

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E30B10 |   4576/60000 (  8%) ] Loss: 0.3928 top1= 89.2045

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.3432 top1= 92.8977

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2126 top1= 69.8518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5438 top1= 54.1066


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3961 top1= 61.2780

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.3698 top1= 90.9091

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E31B10 |   4576/60000 (  8%) ] Loss: 0.3827 top1= 89.2045

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.3317 top1= 92.8977

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2084 top1= 70.2524


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5395 top1= 54.6174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3932 top1= 61.8389

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.3585 top1= 90.9091

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E32B10 |   4576/60000 (  8%) ] Loss: 0.3735 top1= 89.7727

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.3211 top1= 92.8977

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2052 top1= 70.6130


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5360 top1= 54.9579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3912 top1= 62.3197

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.3481 top1= 91.1932

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E33B10 |   4576/60000 (  8%) ] Loss: 0.3651 top1= 90.0568

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.3114 top1= 93.1818

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2024 top1= 70.9335


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5333 top1= 55.4487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3895 top1= 62.7504

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.3385 top1= 91.4773

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E34B10 |   4576/60000 (  8%) ] Loss: 0.3573 top1= 90.0568

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.3024 top1= 92.8977

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2005 top1= 71.3041


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5312 top1= 55.8994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3885 top1= 63.0709

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.3294 top1= 92.6136

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E35B10 |   4576/60000 (  8%) ] Loss: 0.3500 top1= 90.6250

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.2941 top1= 93.4659

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1994 top1= 71.4844


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5300 top1= 56.3602


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3883 top1= 63.4816

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.3210 top1= 92.6136

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E36B10 |   4576/60000 (  8%) ] Loss: 0.3432 top1= 90.3409

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.2863 top1= 93.4659

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1988 top1= 71.6747


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5296 top1= 56.6907


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3885 top1= 63.7720

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.3130 top1= 92.6136

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B10 |   4576/60000 (  8%) ] Loss: 0.3368 top1= 90.0568

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.2790 top1= 93.7500

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1987 top1= 71.9651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5298 top1= 57.0813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3890 top1= 64.0625

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.3055 top1= 92.6136

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E38B10 |   4576/60000 (  8%) ] Loss: 0.3308 top1= 90.0568

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.2722 top1= 93.7500

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1993 top1= 72.1855


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5305 top1= 57.4720


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3900 top1= 64.4231

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2986 top1= 92.8977

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E39B10 |   4576/60000 (  8%) ] Loss: 0.3252 top1= 90.0568

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.2659 top1= 93.7500

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2001 top1= 72.4860


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5311 top1= 57.6723


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3908 top1= 64.6635

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.2919 top1= 93.7500

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E40B10 |   4576/60000 (  8%) ] Loss: 0.3199 top1= 90.0568

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.2599 top1= 93.7500

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2010 top1= 72.6262


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5323 top1= 57.9327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3922 top1= 64.9038

