
=== 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: 2.3028 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: 2.2929 top1= 13.6364

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2830 top1= 15.3409

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2780 top1= 17.3277


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2780 top1= 17.8586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2781 top1= 16.7869

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2762 top1= 13.6364

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.2676 top1= 19.6023

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.2553 top1= 20.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2524 top1= 26.1719


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2526 top1= 26.2921


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2527 top1= 25.7111

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2495 top1= 18.4659

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



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


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.2417 top1= 26.4205

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



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


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.2265 top1= 25.2841

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2249 top1= 30.5689


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2252 top1= 30.6791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2253 top1= 29.7576

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2213 top1= 24.7159

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.2136 top1= 29.8295

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.1954 top1= 30.1136

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1944 top1= 38.1510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1948 top1= 38.8221


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1950 top1= 36.0176

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1909 top1= 31.2500

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.1824 top1= 31.8182

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B20 |   8064/60000 ( 13%) ] Loss: 2.1610 top1= 35.7955

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1609 top1= 42.9387


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1615 top1= 43.9103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1615 top1= 41.3361

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1578 top1= 34.9432

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 6B10 |   4224/60000 (  7%) ] Loss: 2.1483 top1= 36.3636

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B20 |   8064/60000 ( 13%) ] Loss: 2.1231 top1= 39.7727

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1239 top1= 46.0236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1245 top1= 47.1254


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1246 top1= 44.1607

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1215 top1= 37.2159

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 7B10 |   4224/60000 (  7%) ] Loss: 2.1102 top1= 40.9091

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 7B20 |   8064/60000 ( 13%) ] Loss: 2.0809 top1= 45.4545

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0823 top1= 49.0385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0830 top1= 50.7512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0832 top1= 46.6146

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0809 top1= 41.1932

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 8B10 |   4224/60000 (  7%) ] Loss: 2.0671 top1= 43.4659

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 8B20 |   8064/60000 ( 13%) ] Loss: 2.0338 top1= 48.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0356 top1= 52.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0362 top1= 54.3369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0367 top1= 49.6094

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0354 top1= 44.8864

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 9B10 |   4224/60000 (  7%) ] Loss: 2.0186 top1= 47.7273

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.9814 top1= 51.4205

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9831 top1= 55.8594


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9839 top1= 57.8926


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9845 top1= 52.6542

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.9845 top1= 47.4432

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B10 |   4224/60000 (  7%) ] Loss: 1.9644 top1= 51.4205

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.9233 top1= 55.1136

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9244 top1= 59.1847


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9252 top1= 60.8674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9259 top1= 56.3502

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9273 top1= 49.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E11B10 |   4224/60000 (  7%) ] Loss: 1.9043 top1= 54.2614

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.8592 top1= 56.5341

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8590 top1= 62.0593


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8601 top1= 63.6318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8607 top1= 59.9259

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.8639 top1= 53.6932

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E12B10 |   4224/60000 (  7%) ] Loss: 1.8381 top1= 55.6818

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.7890 top1= 57.1023

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7869 top1= 64.8237


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7881 top1= 66.1158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7888 top1= 62.6302

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.7946 top1= 58.2386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E13B10 |   4224/60000 (  7%) ] Loss: 1.7663 top1= 57.1023

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.7127 top1= 61.0795

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7080 top1= 67.3478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7092 top1= 68.0789


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7105 top1= 65.3546

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.7198 top1= 59.9432

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E14B10 |   4224/60000 (  7%) ] Loss: 1.6890 top1= 58.5227

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.6314 top1= 63.9205

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6231 top1= 69.4411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6241 top1= 70.0321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6263 top1= 67.9788

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.6403 top1= 61.9318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E15B10 |   4224/60000 (  7%) ] Loss: 1.6077 top1= 61.6477

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.5462 top1= 64.7727

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5334 top1= 71.3942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5339 top1= 72.0753


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5376 top1= 70.3025

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.5570 top1= 62.7841

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E16B10 |   4224/60000 (  7%) ] Loss: 1.5232 top1= 63.3523

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.4588 top1= 66.7614

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4407 top1= 73.3073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4407 top1= 73.7580


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4459 top1= 72.6963

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.4717 top1= 65.3409

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E17B10 |   4224/60000 (  7%) ] Loss: 1.4378 top1= 63.9205

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.3714 top1= 69.3182

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3474 top1= 75.1803


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3468 top1= 75.2704


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3535 top1= 74.6294

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.3864 top1= 68.4659

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E18B10 |   4224/60000 (  7%) ] Loss: 1.3534 top1= 67.3295

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.2860 top1= 70.1705

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2560 top1= 76.5925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2550 top1= 76.6126


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2626 top1= 76.4223

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.3035 top1= 69.6023

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E19B10 |   4224/60000 (  7%) ] Loss: 1.2721 top1= 70.7386

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.2046 top1= 70.7386

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1687 top1= 78.0248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1675 top1= 78.0649


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1757 top1= 77.8746

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.2248 top1= 69.6023

=== 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 |   4224/60000 (  7%) ] Loss: 1.1957 top1= 72.7273

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.006



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


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.1286 top1= 72.1591

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0874 top1= 79.2167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0862 top1= 79.0264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0944 top1= 78.9263

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.1520 top1= 70.7386

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E21B10 |   4224/60000 (  7%) ] Loss: 1.1249 top1= 73.2955

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.0591 top1= 73.5795

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0131 top1= 80.2083


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0120 top1= 80.0180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0199 top1= 80.2985

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.0855 top1= 71.8750

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E22B10 |   4224/60000 (  7%) ] Loss: 1.0605 top1= 75.2841

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.9963 top1= 74.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9462 top1= 80.9595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9453 top1= 80.7792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9527 top1= 81.2400

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.0256 top1= 72.7273

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E23B10 |   4224/60000 (  7%) ] Loss: 1.0025 top1= 77.2727

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.9401 top1= 75.8523

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8866 top1= 81.6506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8859 top1= 81.5405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8925 top1= 81.8309

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.9723 top1= 73.2955

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E24B10 |   4224/60000 (  7%) ] Loss: 0.9503 top1= 78.1250

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.8898 top1= 76.9886

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8340 top1= 82.3017


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8333 top1= 82.3017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8394 top1= 82.5220

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.9247 top1= 73.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E25B10 |   4224/60000 (  7%) ] Loss: 0.9039 top1= 79.2614

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.8449 top1= 77.5568

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7874 top1= 82.9327


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7870 top1= 82.7724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7924 top1= 83.0729

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.8823 top1= 75.0000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E26B10 |   4224/60000 (  7%) ] Loss: 0.8625 top1= 80.1136

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.8047 top1= 78.9773

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7464 top1= 83.3934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7462 top1= 83.1731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7511 top1= 83.6138

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8446 top1= 76.4205

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E27B10 |   4224/60000 (  7%) ] Loss: 0.8257 top1= 80.3977

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.7686 top1= 78.6932

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7103 top1= 83.9343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7104 top1= 83.6438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7148 top1= 84.0445

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.8110 top1= 76.9886

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E28B10 |   4224/60000 (  7%) ] Loss: 0.7930 top1= 80.9659

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7364 top1= 79.2614

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6785 top1= 84.3450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6789 top1= 84.1346


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6826 top1= 84.4752

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.7810 top1= 77.5568

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E29B10 |   4224/60000 (  7%) ] Loss: 0.7638 top1= 81.2500

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7075 top1= 80.1136

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6503 top1= 84.7055


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6511 top1= 84.4752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6542 top1= 84.8958

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7538 top1= 78.4091

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



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


[E30B10 |   4224/60000 (  7%) ] Loss: 0.7377 top1= 81.5341

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



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


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.6815 top1= 80.9659

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6253 top1= 85.0361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6265 top1= 84.9459


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6289 top1= 85.1462

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.7293 top1= 78.4091

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E31B10 |   4224/60000 (  7%) ] Loss: 0.7142 top1= 82.9545

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6579 top1= 81.5341

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6030 top1= 85.2564


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6045 top1= 85.1462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6063 top1= 85.4167

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.7070 top1= 79.5455

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E32B10 |   4224/60000 (  7%) ] Loss: 0.6930 top1= 83.2386

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6364 top1= 81.2500

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5831 top1= 85.5469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5849 top1= 85.4267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5861 top1= 85.7772

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.6865 top1= 80.3977

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6738 top1= 83.5227

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6167 top1= 82.1023

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5652 top1= 85.7973


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5672 top1= 85.6370


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5681 top1= 86.0978

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6677 top1= 80.6818

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6563 top1= 83.8068

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.5986 top1= 83.2386

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5491 top1= 86.0577


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5513 top1= 85.9075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5519 top1= 86.2881

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6504 top1= 81.2500

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E35B10 |   4224/60000 (  7%) ] Loss: 0.6404 top1= 84.9432

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.5818 top1= 83.8068

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5345 top1= 86.3582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5368 top1= 86.1679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5373 top1= 86.5885

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6344 top1= 81.8182

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E36B10 |   4224/60000 (  7%) ] Loss: 0.6257 top1= 85.2273

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.5663 top1= 83.8068

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5214 top1= 86.5485


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5237 top1= 86.3882


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5241 top1= 86.8389

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6196 top1= 82.3864

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6121 top1= 85.7955

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.5517 top1= 83.8068

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5094 top1= 86.7989


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5116 top1= 86.6186


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5121 top1= 86.9792

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6058 top1= 82.6705

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E38B10 |   4224/60000 (  7%) ] Loss: 0.5996 top1= 85.7955

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.5382 top1= 83.8068

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4984 top1= 87.0393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5006 top1= 86.7188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5011 top1= 87.1294

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.5931 top1= 83.2386

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E39B10 |   4224/60000 (  7%) ] Loss: 0.5880 top1= 86.3636

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5255 top1= 84.0909

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4883 top1= 87.2095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4906 top1= 86.9391


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4911 top1= 87.4299

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5812 top1= 83.8068

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E40B10 |   4224/60000 (  7%) ] Loss: 0.5774 top1= 86.9318

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.5135 top1= 84.3750

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4791 top1= 87.3698


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4814 top1= 87.1995


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4819 top1= 87.6102

