
=== 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: 2.2831 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= 17.3377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2780 top1= 17.8886


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2781 top1= 16.7969

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: 2.2554 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= 26.2119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2526 top1= 26.3221


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2527 top1= 25.7011

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2496 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: 2.2266 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= 30.6190


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2252 top1= 30.7292


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

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2214 top1= 25.0000

=== 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: 2.1955 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=2.1945 top1= 38.0409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1949 top1= 38.7620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1950 top1= 35.9575

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1909 top1= 31.5341

=== 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: 2.1825 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: 2.1611 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=2.1610 top1= 42.9487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1615 top1= 43.8702


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1616 top1= 41.3361

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1578 top1= 34.6591

=== 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= 36.6477

=== 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=2.1240 top1= 45.9936


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1245 top1= 47.0853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1246 top1= 44.1406

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: 2.1103 top1= 40.6250

=== 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=2.0825 top1= 48.9984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0830 top1= 50.7312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0833 top1= 46.6246

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0809 top1= 41.7614

=== 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= 43.7500

=== 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: 2.0339 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=2.0358 top1= 52.3538


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0363 top1= 54.2668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0368 top1= 49.5994

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0355 top1= 45.1705

=== 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: 2.0187 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: 1.9815 top1= 51.7045

=== 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=1.9834 top1= 55.8494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9840 top1= 57.8125


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9846 top1= 52.6342

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.9846 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: 1.9645 top1= 51.7045

=== 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: 1.9234 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=1.9247 top1= 59.1647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9253 top1= 60.8474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9261 top1= 56.3802

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9274 top1= 49.4318

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E11B10 |   4224/60000 (  7%) ] Loss: 1.9044 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: 1.8594 top1= 56.2500

=== 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=1.8595 top1= 62.0092


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8603 top1= 63.6318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8609 top1= 59.9159

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.8641 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: 1.8383 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: 1.7892 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=1.7874 top1= 64.8938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7884 top1= 66.0757


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7890 top1= 62.6202

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.7947 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: 1.7665 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: 1.7130 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=1.7086 top1= 67.3277


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7095 top1= 68.0489


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7107 top1= 65.3145

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.7200 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: 1.6893 top1= 58.2386

=== 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: 1.6317 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=1.6237 top1= 69.4812


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6244 top1= 70.0321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6266 top1= 67.9587

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.6405 top1= 62.2159

=== 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: 1.6079 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: 1.5466 top1= 65.0568

=== 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=1.5341 top1= 71.3542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5343 top1= 71.9952


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5378 top1= 70.2624

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.5572 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: 1.5235 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=0.013


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.4592 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=1.4415 top1= 73.2572


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4411 top1= 73.7480


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4462 top1= 72.6763

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.4719 top1= 65.0568

=== 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: 1.4381 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=0.015


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.3718 top1= 68.7500

=== 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=1.3482 top1= 75.1703


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3472 top1= 75.2404


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3538 top1= 74.6194

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.3867 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: 1.3537 top1= 67.0455

=== 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: 1.2863 top1= 69.8864

=== 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=1.2568 top1= 76.6326


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2553 top1= 76.5925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2629 top1= 76.4323

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.3037 top1= 69.3182

=== 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: 1.2725 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: 1.2049 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=1.1695 top1= 78.0349


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1678 top1= 78.0248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1760 top1= 77.8446

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.2251 top1= 69.3182

=== 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: 1.1959 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: 1.1290 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=1.0881 top1= 79.2167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0864 top1= 78.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0947 top1= 78.9163

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.1522 top1= 70.4545

=== 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: 1.1252 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: 1.0594 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=1.0138 top1= 80.2985


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0122 top1= 80.0080


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0202 top1= 80.3385

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.0857 top1= 71.5909

=== 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: 1.0609 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: 0.9967 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=0.9470 top1= 81.0296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9455 top1= 80.7692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9529 top1= 81.2400

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.0258 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: 1.0029 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: 0.9405 top1= 75.5682

=== 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=0.8873 top1= 81.7308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8861 top1= 81.5304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8927 top1= 81.8209

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: 0.9508 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: 0.8902 top1= 76.7045

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8346 top1= 82.3918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8335 top1= 82.2817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8395 top1= 82.4820

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.9247 top1= 73.5795

=== 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: 0.9043 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: 0.8454 top1= 77.2727

=== 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=0.7880 top1= 82.9427


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7872 top1= 82.7825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7926 top1= 83.0529

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.8823 top1= 74.7159

=== 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: 0.8629 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: 0.8051 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=0.7470 top1= 83.4836


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7463 top1= 83.1731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7513 top1= 83.6238

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8445 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: 0.8261 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: 0.7692 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=0.7109 top1= 84.0044


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7105 top1= 83.6538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7149 top1= 84.0345

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.8109 top1= 77.2727

=== 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: 0.7934 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: 0.7370 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=0.6790 top1= 84.3950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6790 top1= 84.1546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6828 top1= 84.4351

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.7808 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: 0.7642 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: 0.7081 top1= 79.8295

=== 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=0.6508 top1= 84.7556


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6545 top1= 84.8658

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7536 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: 0.7381 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: 0.6820 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=0.6257 top1= 85.0361


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6291 top1= 85.1362

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.7291 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: 0.7146 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: 0.6584 top1= 81.2500

=== 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=0.6034 top1= 85.3265


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6046 top1= 85.1663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6066 top1= 85.3766

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.7068 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: 0.6934 top1= 82.9545

=== 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: 0.6369 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=0.5835 top1= 85.5469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5850 top1= 85.4067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5864 top1= 85.7772

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.6863 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: 0.6742 top1= 83.2386

=== 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: 0.6172 top1= 81.5341

=== 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=0.5655 top1= 85.7873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5673 top1= 85.6470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5683 top1= 86.0677

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6675 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=0.061


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6567 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: 0.5992 top1= 82.9545

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5494 top1= 86.0978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5513 top1= 85.8974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5520 top1= 86.2981

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6501 top1= 80.9659

=== 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: 0.6408 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: 0.5824 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=0.5348 top1= 86.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5369 top1= 86.1378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5374 top1= 86.5986

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6340 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: 0.6261 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: 0.5668 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=0.5216 top1= 86.6687


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5237 top1= 86.3782


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5242 top1= 86.8089

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6192 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=0.071


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6125 top1= 85.5114

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.5523 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=0.5096 top1= 86.8690


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5116 top1= 86.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5122 top1= 86.9591

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6055 top1= 82.9545

=== 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: 0.6000 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: 0.5388 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=0.4986 top1= 87.0793


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5006 top1= 86.7488


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5012 top1= 87.1394

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.5927 top1= 83.2386

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E39B10 |   4224/60000 (  7%) ] Loss: 0.5885 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=0.079


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5261 top1= 83.8068

=== 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=0.4885 top1= 87.2696


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


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4912 top1= 87.3297

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5808 top1= 83.5227

=== 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: 0.5779 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: 0.5142 top1= 84.0909

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4793 top1= 87.3798


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4814 top1= 87.1795


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4820 top1= 87.5300

