
=== 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)
=> Add worker ByzantineWorker(index=12)

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

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 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 |   4576/60000 (  8%) ] Loss: 2.2960 top1= 11.6477

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2861 top1= 11.6477

=== 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=2.2851 top1=  9.9559


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2806 top1= 12.3898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2804 top1= 12.3197

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2721 top1= 13.3523

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.003



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


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.2711 top1= 14.2045

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.001


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.2953 top1= 15.6250

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.134



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3621 top1= 19.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3009 top1= 18.9804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3010 top1= 18.9503

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.3087 top1= 16.7614

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.212



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.006


[E 3B10 |   4576/60000 (  8%) ] Loss: 2.3303 top1= 18.4659

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.309



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.006


[E 3B20 |   8736/60000 ( 15%) ] Loss: 2.3328 top1= 18.4659

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.424



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2606 top1= 19.6715


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2851 top1= 19.3710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2855 top1= 19.3610

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.3412 top1= 20.4545

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.558



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007


[E 4B10 |   4576/60000 (  8%) ] Loss: 2.2759 top1= 21.8750

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.710



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007


[E 4B20 |   8736/60000 ( 15%) ] Loss: 2.2608 top1= 24.7159

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.880



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0912 top1= 33.3133


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1770 top1= 23.4375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1780 top1= 23.8081

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.2554 top1= 23.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.068



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007


[E 5B10 |   4576/60000 (  8%) ] Loss: 2.1417 top1= 27.2727

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.275



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007


[E 5B20 |   8736/60000 ( 15%) ] Loss: 2.1567 top1= 25.8523

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.499



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9133 top1= 46.4343


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0527 top1= 35.9876


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0544 top1= 36.6687

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1336 top1= 26.4205

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.742



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.9961 top1= 35.2273

=== Log global consensus distance @ E6B10 ===
consensus_distance=2.004



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007


[E 6B20 |   8736/60000 ( 15%) ] Loss: 2.0572 top1= 31.8182

=== Log global consensus distance @ E6B20 ===
consensus_distance=2.283



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7165 top1= 54.3970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9147 top1= 46.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9171 top1= 47.7163

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.0232 top1= 32.1023

=== Log global consensus distance @ E7B0 ===
consensus_distance=2.581



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.8618 top1= 39.2045

=== Log global consensus distance @ E7B10 ===
consensus_distance=2.897



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.9588 top1= 34.3750

=== Log global consensus distance @ E7B20 ===
consensus_distance=3.231



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5102 top1= 59.2448


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7566 top1= 53.7460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7588 top1= 54.6374

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.9141 top1= 34.0909

=== Log global consensus distance @ E8B0 ===
consensus_distance=3.584



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.007


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.7233 top1= 45.1705

=== Log global consensus distance @ E8B10 ===
consensus_distance=3.955



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.008


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.8551 top1= 41.1932

=== Log global consensus distance @ E8B20 ===
consensus_distance=4.344



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3177 top1= 63.5116


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5885 top1= 59.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5899 top1= 59.4151

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.7982 top1= 38.9205

=== Log global consensus distance @ E9B0 ===
consensus_distance=4.751



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.008


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.5789 top1= 51.1364

=== Log global consensus distance @ E9B10 ===
consensus_distance=5.177



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.008


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.7474 top1= 45.1705

=== Log global consensus distance @ E9B20 ===
consensus_distance=5.621



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1525 top1= 67.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4240 top1= 63.8121


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4263 top1= 64.2829

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.6816 top1= 44.6023

=== Log global consensus distance @ E10B0 ===
consensus_distance=6.084



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.009


[E10B10 |   4576/60000 (  8%) ] Loss: 1.4402 top1= 55.6818

=== Log global consensus distance @ E10B10 ===
consensus_distance=6.565



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.009


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.6365 top1= 50.0000

=== Log global consensus distance @ E10B20 ===
consensus_distance=7.063



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0195 top1= 69.6815


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2706 top1= 68.0889


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2732 top1= 67.8586

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.5703 top1= 48.5795

=== Log global consensus distance @ E11B0 ===
consensus_distance=7.581



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.010


[E11B10 |   4576/60000 (  8%) ] Loss: 1.3138 top1= 59.6591

=== Log global consensus distance @ E11B10 ===
consensus_distance=8.117



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.010


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.5297 top1= 53.1250

=== Log global consensus distance @ E11B20 ===
consensus_distance=8.671



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9181 top1= 71.2640


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1349 top1= 71.9752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1372 top1= 71.5545

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.4668 top1= 52.8409

=== Log global consensus distance @ E12B0 ===
consensus_distance=9.244



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.011


[E12B10 |   4576/60000 (  8%) ] Loss: 1.2040 top1= 61.6477

=== Log global consensus distance @ E12B10 ===
consensus_distance=9.835



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.012


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.4305 top1= 56.2500

=== Log global consensus distance @ E12B20 ===
consensus_distance=10.444



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8423 top1= 72.8065


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0173 top1= 74.7696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0212 top1= 74.5092

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.3687 top1= 54.2614

=== Log global consensus distance @ E13B0 ===
consensus_distance=11.072



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.013


[E13B10 |   4576/60000 (  8%) ] Loss: 1.1124 top1= 64.2045

=== Log global consensus distance @ E13B10 ===
consensus_distance=11.719



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.013


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.3397 top1= 58.2386

=== Log global consensus distance @ E13B20 ===
consensus_distance=12.383



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7871 top1= 73.9283


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9202 top1= 76.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9258 top1= 76.2620

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.2838 top1= 56.2500

=== Log global consensus distance @ E14B0 ===
consensus_distance=13.067



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.015


[E14B10 |   4576/60000 (  8%) ] Loss: 1.0356 top1= 66.4773

=== Log global consensus distance @ E14B10 ===
consensus_distance=13.768



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.015


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.2628 top1= 60.7955

=== Log global consensus distance @ E14B20 ===
consensus_distance=14.489



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7496 top1= 74.7997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8395 top1= 78.1350


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8477 top1= 77.5441

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.2087 top1= 59.3750

=== Log global consensus distance @ E15B0 ===
consensus_distance=15.227



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.017


[E15B10 |   4576/60000 (  8%) ] Loss: 0.9690 top1= 67.6136

=== Log global consensus distance @ E15B10 ===
consensus_distance=15.984



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.017


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.1989 top1= 61.9318

=== Log global consensus distance @ E15B20 ===
consensus_distance=16.760



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7272 top1= 75.3906


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7733 top1= 79.1867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7842 top1= 78.6558

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.1469 top1= 60.7955

=== Log global consensus distance @ E16B0 ===
consensus_distance=17.553



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.019


[E16B10 |   4576/60000 (  8%) ] Loss: 0.9173 top1= 69.8864

=== Log global consensus distance @ E16B10 ===
consensus_distance=18.366



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.020


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.1406 top1= 62.7841

=== Log global consensus distance @ E16B20 ===
consensus_distance=19.197



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7135 top1= 75.9916


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7198 top1= 80.0881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7339 top1= 79.5373

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.0973 top1= 62.2159

=== Log global consensus distance @ E17B0 ===
consensus_distance=20.046



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.022


[E17B10 |   4576/60000 (  8%) ] Loss: 0.8769 top1= 71.0227

=== Log global consensus distance @ E17B10 ===
consensus_distance=20.914



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.023


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.0874 top1= 64.7727

=== Log global consensus distance @ E17B20 ===
consensus_distance=21.800



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7072 top1= 76.3221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6776 top1= 80.9595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6933 top1= 80.1482

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.0567 top1= 65.0568

=== Log global consensus distance @ E18B0 ===
consensus_distance=22.704



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.025


[E18B10 |   4576/60000 (  8%) ] Loss: 0.8479 top1= 71.5909

=== Log global consensus distance @ E18B10 ===
consensus_distance=23.628



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.026


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.0407 top1= 65.3409

=== Log global consensus distance @ E18B20 ===
consensus_distance=24.569



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7132 top1= 76.5525


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6449 top1= 81.4103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6609 top1= 80.7492

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.0245 top1= 65.9091

=== Log global consensus distance @ E19B0 ===
consensus_distance=25.529



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.028


[E19B10 |   4576/60000 (  8%) ] Loss: 0.8276 top1= 72.7273

=== Log global consensus distance @ E19B10 ===
consensus_distance=26.508



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.030


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.0011 top1= 67.0455

=== Log global consensus distance @ E19B20 ===
consensus_distance=27.505



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7300 top1= 76.6827


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6169 top1= 81.8710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6370 top1= 81.2300

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.9995 top1= 67.3295

=== Log global consensus distance @ E20B0 ===
consensus_distance=28.520



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.033


[E20B10 |   4576/60000 (  8%) ] Loss: 0.8131 top1= 74.4318

=== Log global consensus distance @ E20B10 ===
consensus_distance=29.554



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.034


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.9707 top1= 68.4659

=== Log global consensus distance @ E20B20 ===
consensus_distance=30.607



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7500 top1= 76.7027


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5954 top1= 82.2516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6153 top1= 81.3902

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.9789 top1= 67.6136

=== Log global consensus distance @ E21B0 ===
consensus_distance=31.678



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.037


[E21B10 |   4576/60000 (  8%) ] Loss: 0.8060 top1= 74.4318

=== Log global consensus distance @ E21B10 ===
consensus_distance=32.767



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.039


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.9504 top1= 70.1705

=== Log global consensus distance @ E21B20 ===
consensus_distance=33.876



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7781 top1= 76.6927


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5788 top1= 82.6022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5991 top1= 81.5104

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.9636 top1= 67.8977

=== Log global consensus distance @ E22B0 ===
consensus_distance=35.002



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.042


[E22B10 |   4576/60000 (  8%) ] Loss: 0.8040 top1= 74.4318

=== Log global consensus distance @ E22B10 ===
consensus_distance=36.147



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.044


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.9364 top1= 70.7386

=== Log global consensus distance @ E22B20 ===
consensus_distance=37.311



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8082 top1= 76.6326


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5657 top1= 83.0128


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5868 top1= 81.6607

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.9509 top1= 69.0341

=== Log global consensus distance @ E23B0 ===
consensus_distance=38.493



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.048


[E23B10 |   4576/60000 (  8%) ] Loss: 0.8064 top1= 74.1477

=== Log global consensus distance @ E23B10 ===
consensus_distance=39.693



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.050


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.9286 top1= 70.7386

=== Log global consensus distance @ E23B20 ===
consensus_distance=40.912



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8622 top1= 76.2821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5552 top1= 83.1330


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5769 top1= 81.7508

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.9347 top1= 69.3182

=== Log global consensus distance @ E24B0 ===
consensus_distance=42.149



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.054


[E24B10 |   4576/60000 (  8%) ] Loss: 0.8251 top1= 73.5795

=== Log global consensus distance @ E24B10 ===
consensus_distance=43.405



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.056


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.9265 top1= 70.4545

=== Log global consensus distance @ E24B20 ===
consensus_distance=44.680



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8991 top1= 76.4824


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5472 top1= 83.2031


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5699 top1= 81.8610

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.9334 top1= 69.6023

=== Log global consensus distance @ E25B0 ===
consensus_distance=45.973



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.061


[E25B10 |   4576/60000 (  8%) ] Loss: 0.8214 top1= 73.5795

=== Log global consensus distance @ E25B10 ===
consensus_distance=47.285



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.063


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.9285 top1= 70.1705

=== Log global consensus distance @ E25B20 ===
consensus_distance=48.615



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9484 top1= 76.3922


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5424 top1= 83.3934


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5631 top1= 82.1314

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.9243 top1= 71.8750

=== Log global consensus distance @ E26B0 ===
consensus_distance=49.963



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.069


[E26B10 |   4576/60000 (  8%) ] Loss: 0.8286 top1= 72.7273

=== Log global consensus distance @ E26B10 ===
consensus_distance=51.331



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.071


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.9323 top1= 71.0227

=== Log global consensus distance @ E26B20 ===
consensus_distance=52.717



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0141 top1= 76.1719


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5387 top1= 83.5337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5588 top1= 82.3217

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.9279 top1= 71.8750

=== Log global consensus distance @ E27B0 ===
consensus_distance=54.121



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.077


[E27B10 |   4576/60000 (  8%) ] Loss: 0.8385 top1= 71.8750

=== Log global consensus distance @ E27B10 ===
consensus_distance=55.544



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.079


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.9411 top1= 70.1705

=== Log global consensus distance @ E27B20 ===
consensus_distance=56.986



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0833 top1= 75.7712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5373 top1= 83.4235


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5554 top1= 82.3417

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.9342 top1= 72.1591

=== Log global consensus distance @ E28B0 ===
consensus_distance=58.445



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.085


[E28B10 |   4576/60000 (  8%) ] Loss: 0.8494 top1= 71.8750

=== Log global consensus distance @ E28B10 ===
consensus_distance=59.924



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.088


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.9495 top1= 70.1705

=== Log global consensus distance @ E28B20 ===
consensus_distance=61.421



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1518 top1= 75.4006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5363 top1= 83.4235


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5526 top1= 82.5721

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.9760 top1= 71.3068

=== Log global consensus distance @ E29B0 ===
consensus_distance=62.936



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.095


[E29B10 |   4576/60000 (  8%) ] Loss: 0.8519 top1= 72.1591

=== Log global consensus distance @ E29B10 ===
consensus_distance=64.470



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.098


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.9640 top1= 69.8864

=== Log global consensus distance @ E29B20 ===
consensus_distance=66.023



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2502 top1= 74.9299


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5369 top1= 83.3333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5522 top1= 82.5120

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.9545 top1= 71.3068

=== Log global consensus distance @ E30B0 ===
consensus_distance=67.595



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.105


[E30B10 |   4576/60000 (  8%) ] Loss: 0.8620 top1= 72.1591

=== Log global consensus distance @ E30B10 ===
consensus_distance=69.184



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.108


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.9743 top1= 71.0227

=== Log global consensus distance @ E30B20 ===
consensus_distance=70.790



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4458 top1= 74.7696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5380 top1= 83.3033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5524 top1= 82.5321

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 1.1537 top1= 70.7386

=== Log global consensus distance @ E31B0 ===
consensus_distance=72.417



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.116


[E31B10 |   4576/60000 (  8%) ] Loss: 0.8766 top1= 73.0114

=== Log global consensus distance @ E31B10 ===
consensus_distance=74.061



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.119


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.9972 top1= 69.8864

=== Log global consensus distance @ E31B20 ===
consensus_distance=75.724



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5050 top1= 74.4591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5382 top1= 83.3033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5535 top1= 82.5821

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.9796 top1= 72.4432

=== Log global consensus distance @ E32B0 ===
consensus_distance=77.407



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.127


[E32B10 |   4576/60000 (  8%) ] Loss: 0.8770 top1= 73.0114

=== Log global consensus distance @ E32B10 ===
consensus_distance=79.107



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.131


[E32B20 |   8736/60000 ( 15%) ] Loss: 1.0252 top1= 69.3182

=== Log global consensus distance @ E32B20 ===
consensus_distance=80.828



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.135



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5924 top1= 73.5978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5403 top1= 83.2332


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5547 top1= 82.6322

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 1.0107 top1= 71.8750

=== Log global consensus distance @ E33B0 ===
consensus_distance=82.565



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.139


[E33B10 |   4576/60000 (  8%) ] Loss: 0.8856 top1= 73.0114

=== Log global consensus distance @ E33B10 ===
consensus_distance=84.321



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.143


[E33B20 |   8736/60000 ( 15%) ] Loss: 1.0437 top1= 68.7500

=== Log global consensus distance @ E33B20 ===
consensus_distance=86.096



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6541 top1= 74.9900


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5424 top1= 83.1931


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5556 top1= 82.6322

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 1.0189 top1= 71.8750

=== Log global consensus distance @ E34B0 ===
consensus_distance=87.888



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.152


[E34B10 |   4576/60000 (  8%) ] Loss: 0.8777 top1= 73.2955

=== Log global consensus distance @ E34B10 ===
consensus_distance=89.701



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.156


[E34B20 |   8736/60000 ( 15%) ] Loss: 1.0382 top1= 70.1705

=== Log global consensus distance @ E34B20 ===
consensus_distance=91.532



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.161



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7403 top1= 74.2388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5450 top1= 83.1530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5585 top1= 82.5421

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 1.0538 top1= 71.8750

=== Log global consensus distance @ E35B0 ===
consensus_distance=93.381



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.166


[E35B10 |   4576/60000 (  8%) ] Loss: 0.9081 top1= 73.0114

=== Log global consensus distance @ E35B10 ===
consensus_distance=95.249



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.170


[E35B20 |   8736/60000 ( 15%) ] Loss: 1.0569 top1= 69.6023

=== Log global consensus distance @ E35B20 ===
consensus_distance=97.136



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.175



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9180 top1= 73.9583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5469 top1= 83.1731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5612 top1= 82.5721

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 1.0554 top1= 72.7273

=== Log global consensus distance @ E36B0 ===
consensus_distance=99.042



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.180


[E36B10 |   4576/60000 (  8%) ] Loss: 0.8872 top1= 74.4318

=== Log global consensus distance @ E36B10 ===
consensus_distance=100.966



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.185


[E36B20 |   8736/60000 ( 15%) ] Loss: 1.0756 top1= 69.3182

=== Log global consensus distance @ E36B20 ===
consensus_distance=102.909



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.191



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0035 top1= 74.2889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5490 top1= 83.2532


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5653 top1= 82.5921

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 1.0635 top1= 72.7273

=== Log global consensus distance @ E37B0 ===
consensus_distance=104.871



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.196


[E37B10 |   4576/60000 (  8%) ] Loss: 0.9163 top1= 73.8636

=== Log global consensus distance @ E37B10 ===
consensus_distance=106.851



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.201


[E37B20 |   8736/60000 ( 15%) ] Loss: 1.1005 top1= 68.4659

=== Log global consensus distance @ E37B20 ===
consensus_distance=108.850



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.207



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1536 top1= 74.4992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5522 top1= 83.2031


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5691 top1= 82.5120

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 1.0864 top1= 72.7273

=== Log global consensus distance @ E38B0 ===
consensus_distance=110.867



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.212


[E38B10 |   4576/60000 (  8%) ] Loss: 1.0514 top1= 72.7273

=== Log global consensus distance @ E38B10 ===
consensus_distance=112.902



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.218


[E38B20 |   8736/60000 ( 15%) ] Loss: 3.3838 top1= 65.0568

=== Log global consensus distance @ E38B20 ===
consensus_distance=114.909



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.224



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2096 top1= 75.0601


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5549 top1= 83.1931


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5747 top1= 82.4319

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 1.5769 top1= 70.4545

=== Log global consensus distance @ E39B0 ===
consensus_distance=116.956



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.230


[E39B10 |   4576/60000 (  8%) ] Loss: 1.0635 top1= 73.5795

=== Log global consensus distance @ E39B10 ===
consensus_distance=119.039



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.235


[E39B20 |   8736/60000 ( 15%) ] Loss: 1.1663 top1= 69.3182

=== Log global consensus distance @ E39B20 ===
consensus_distance=121.143



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2088 top1= 75.4808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5569 top1= 83.2632


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5772 top1= 82.4519

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 1.1983 top1= 70.7386

=== Log global consensus distance @ E40B0 ===
consensus_distance=123.270



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.248


[E40B10 |   4576/60000 (  8%) ] Loss: 0.9598 top1= 73.8636

=== Log global consensus distance @ E40B10 ===
consensus_distance=125.415



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.253


[E40B20 |   8736/60000 ( 15%) ] Loss: 1.1521 top1= 69.3182

=== Log global consensus distance @ E40B20 ===
consensus_distance=127.579



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.260



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3479 top1= 75.3806


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5603 top1= 83.2131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5792 top1= 82.6422

