
=== 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: 2.2917 top1= 13.3523

=== 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: 2.2812 top1= 15.0568

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.003



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2786 top1= 27.9347


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2760 top1= 23.6078


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2758 top1= 23.6478

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2340 top1= 17.0455

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.106



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.004


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.3523 top1= 18.1818

=== Log global consensus distance @ E2B10 ===
consensus_distance=2.198



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.103
clique2_consensus_distance=0.103


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.5733 top1= 23.0114

=== Log global consensus distance @ E2B20 ===
consensus_distance=2.486



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2465 top1= 34.6254


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2504 top1= 34.3450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2554 top1= 34.2248

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.5004 top1= 27.5568

=== Log global consensus distance @ E3B0 ===
consensus_distance=2.488



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.128


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.4179 top1= 30.6818

=== Log global consensus distance @ E3B10 ===
consensus_distance=2.488



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.128


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.6309 top1= 27.2727

=== Log global consensus distance @ E3B20 ===
consensus_distance=2.488



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.128



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7284 top1= 43.1691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7667 top1= 41.5665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7679 top1= 41.4163

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.6309 top1= 30.6818

=== Log global consensus distance @ E4B0 ===
consensus_distance=2.488



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.128


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.7442 top1= 29.5455

=== Log global consensus distance @ E4B10 ===
consensus_distance=2.488



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.128


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.9298 top1= 31.5341

=== Log global consensus distance @ E4B20 ===
consensus_distance=2.488



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.128



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4291 top1= 54.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4406 top1= 54.9079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4453 top1= 54.1466

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.7895 top1= 32.6705

=== Log global consensus distance @ E5B0 ===
consensus_distance=2.488



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.129


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.9357 top1= 33.5227

=== Log global consensus distance @ E5B10 ===
consensus_distance=2.488



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.129


[E 5B20 |   8064/60000 ( 13%) ] Loss: 3.1303 top1= 34.3750

=== Log global consensus distance @ E5B20 ===
consensus_distance=2.488



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3453 top1= 55.7392


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3102 top1= 56.8810


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3207 top1= 56.3301

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 3.0149 top1= 34.9432

=== Log global consensus distance @ E6B0 ===
consensus_distance=2.488



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.129


[E 6B10 |   4224/60000 (  7%) ] Loss: 3.1651 top1= 36.6477

=== Log global consensus distance @ E6B10 ===
consensus_distance=2.488



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.129


[E 6B20 |   8064/60000 ( 13%) ] Loss: 3.4651 top1= 36.3636

=== Log global consensus distance @ E6B20 ===
consensus_distance=2.488



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3823 top1= 55.2584


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2878 top1= 56.5405


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3043 top1= 55.7292

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 3.4748 top1= 36.0795

=== Log global consensus distance @ E7B0 ===
consensus_distance=2.488



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.130


[E 7B10 |   4224/60000 (  7%) ] Loss: 3.5201 top1= 40.3409

=== Log global consensus distance @ E7B10 ===
consensus_distance=2.489



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.130


[E 7B20 |   8064/60000 ( 13%) ] Loss: 4.0356 top1= 38.0682

=== Log global consensus distance @ E7B20 ===
consensus_distance=2.488



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.130



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5424 top1= 54.3570


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3619 top1= 55.8393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3830 top1= 54.4471

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 4.1957 top1= 38.0682

=== Log global consensus distance @ E8B0 ===
consensus_distance=2.489



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.131


[E 8B10 |   4224/60000 (  7%) ] Loss: 4.1139 top1= 39.7727

=== Log global consensus distance @ E8B10 ===
consensus_distance=2.489



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.132


[E 8B20 |   8064/60000 ( 13%) ] Loss: 5.0042 top1= 38.6364

=== Log global consensus distance @ E8B20 ===
consensus_distance=2.489



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9263 top1= 53.5958


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5822 top1= 54.9880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6217 top1= 53.4856

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 5.4039 top1= 38.6364

=== Log global consensus distance @ E9B0 ===
consensus_distance=2.489



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.132


[E 9B10 |   4224/60000 (  7%) ] Loss: 5.2386 top1= 38.0682

=== Log global consensus distance @ E9B10 ===
consensus_distance=2.489



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.133


[E 9B20 |   8064/60000 ( 13%) ] Loss: 6.4896 top1= 38.6364

=== Log global consensus distance @ E9B20 ===
consensus_distance=2.489



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5842 top1= 53.6158


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9873 top1= 54.2969


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0347 top1= 53.0849

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 7.2256 top1= 38.3523

=== Log global consensus distance @ E10B0 ===
consensus_distance=2.490



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.135


[E10B10 |   4224/60000 (  7%) ] Loss: 6.9855 top1= 40.3409

=== Log global consensus distance @ E10B10 ===
consensus_distance=2.490



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.135


[E10B20 |   8064/60000 ( 13%) ] Loss: 8.8493 top1= 42.0455

=== Log global consensus distance @ E10B20 ===
consensus_distance=2.490



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.136



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5905 top1= 53.7059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6327 top1= 54.4171


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6734 top1= 53.6258

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 9.7853 top1= 39.4886

=== Log global consensus distance @ E11B0 ===
consensus_distance=2.491



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.138


[E11B10 |   4224/60000 (  7%) ] Loss: 9.7544 top1= 40.3409

=== Log global consensus distance @ E11B10 ===
consensus_distance=2.491



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.139


[E11B20 |   8064/60000 ( 13%) ] Loss: 12.7667 top1= 40.0568

=== Log global consensus distance @ E11B20 ===
consensus_distance=2.490



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5907 top1= 52.9748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6608 top1= 54.7175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7545 top1= 53.9263

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 13.8544 top1= 39.7727

=== Log global consensus distance @ E12B0 ===
consensus_distance=2.493



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.144


[E12B10 |   4224/60000 (  7%) ] Loss: 13.9071 top1= 41.1932

=== Log global consensus distance @ E12B10 ===
consensus_distance=2.493



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.146


[E12B20 |   8064/60000 ( 13%) ] Loss: 21.0355 top1= 40.3409

=== Log global consensus distance @ E12B20 ===
consensus_distance=2.489



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.4167 top1= 55.1883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8397 top1= 56.0397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6301 top1= 55.4387

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 21.7893 top1= 44.0341

=== Log global consensus distance @ E13B0 ===
consensus_distance=2.493



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.156


[E13B10 |   4224/60000 (  7%) ] Loss: 20.8794 top1= 43.7500

=== Log global consensus distance @ E13B10 ===
consensus_distance=2.497



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.161


[E13B20 |   8064/60000 ( 13%) ] Loss: 31.1796 top1= 40.0568

=== Log global consensus distance @ E13B20 ===
consensus_distance=2.491



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.166



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.6134 top1= 58.3534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.4027 top1= 59.3149


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.7048 top1= 59.3950

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 35.2320 top1= 44.3182

=== Log global consensus distance @ E14B0 ===
consensus_distance=2.503



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.182


[E14B10 |   4224/60000 (  7%) ] Loss: 36.9934 top1= 46.8750

=== Log global consensus distance @ E14B10 ===
consensus_distance=2.496



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.190


[E14B20 |   8064/60000 ( 13%) ] Loss: 58.3075 top1= 44.0341

=== Log global consensus distance @ E14B20 ===
consensus_distance=2.491



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.210



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.7034 top1= 61.7188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=15.0266 top1= 65.1342


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.7301 top1= 65.5849

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 61.6425 top1= 49.1477

=== Log global consensus distance @ E15B0 ===
consensus_distance=2.502



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.245


[E15B10 |   4224/60000 (  7%) ] Loss: 56.5211 top1= 52.2727

=== Log global consensus distance @ E15B10 ===
consensus_distance=2.520



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=0.274


[E15B20 |   8064/60000 ( 13%) ] Loss: 79.3078 top1= 52.8409

=== Log global consensus distance @ E15B20 ===
consensus_distance=2.525



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=0.324



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=42.2615 top1= 70.3325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=22.3800 top1= 72.0152


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.3707 top1= 71.4844

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 95.4851 top1= 51.9886

=== Log global consensus distance @ E16B0 ===
consensus_distance=2.554



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=0.398


[E16B10 |   4224/60000 (  7%) ] Loss: 91.9153 top1= 55.9659

=== Log global consensus distance @ E16B10 ===
consensus_distance=2.551



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.462


[E16B20 |   8064/60000 ( 13%) ] Loss: 152.1929 top1= 55.9659

=== Log global consensus distance @ E16B20 ===
consensus_distance=2.467



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=54.2150 top1= 75.4307


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=32.5040 top1= 77.1034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=29.4910 top1= 76.5325

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 144.4738 top1= 57.9545

=== Log global consensus distance @ E17B0 ===
consensus_distance=2.584



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.663


[E17B10 |   4224/60000 (  7%) ] Loss: 139.2472 top1= 58.5227

=== Log global consensus distance @ E17B10 ===
consensus_distance=2.611



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=0.772


[E17B20 |   8064/60000 ( 13%) ] Loss: 152.2144 top1= 62.7841

=== Log global consensus distance @ E17B20 ===
consensus_distance=2.658



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=0.937



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=80.8330 top1= 76.4623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=46.7888 top1= 79.6474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=39.7986 top1= 77.9046

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 193.4517 top1= 57.9545

=== Log global consensus distance @ E18B0 ===
consensus_distance=2.710



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.131
clique2_consensus_distance=1.131


[E18B10 |   4224/60000 (  7%) ] Loss: 172.3874 top1= 62.7841

=== Log global consensus distance @ E18B10 ===
consensus_distance=2.706



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.131
clique2_consensus_distance=1.242


[E18B20 |   8064/60000 ( 13%) ] Loss: 209.0554 top1= 65.9091

=== Log global consensus distance @ E18B20 ===
consensus_distance=2.763



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=1.526



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=101.9675 top1= 79.3470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=65.9946 top1= 81.1298


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=52.6749 top1= 80.5188

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 231.0054 top1= 64.2045

=== Log global consensus distance @ E19B0 ===
consensus_distance=2.864



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=1.677


[E19B10 |   4224/60000 (  7%) ] Loss: 210.8105 top1= 66.1932

=== Log global consensus distance @ E19B10 ===
consensus_distance=2.902



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.136
clique2_consensus_distance=1.845


[E19B20 |   8064/60000 ( 13%) ] Loss: 290.1613 top1= 64.2045

=== Log global consensus distance @ E19B20 ===
consensus_distance=2.848



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=2.180



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=124.1324 top1= 79.6775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=79.7116 top1= 81.9912


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=65.7451 top1= 81.4403

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 319.5327 top1= 63.6364

=== Log global consensus distance @ E20B0 ===
consensus_distance=2.962



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.145
clique2_consensus_distance=2.384


[E20B10 |   4224/60000 (  7%) ] Loss: 242.4223 top1= 69.6023

=== Log global consensus distance @ E20B10 ===
consensus_distance=2.979



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=2.437


[E20B20 |   8064/60000 ( 13%) ] Loss: 297.6626 top1= 69.6023

=== Log global consensus distance @ E20B20 ===
consensus_distance=3.056



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=2.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=137.6241 top1= 80.6691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=91.4119 top1= 81.7007


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=76.2178 top1= 82.5721

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 329.1952 top1= 66.7614

=== Log global consensus distance @ E21B0 ===
consensus_distance=3.007



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=2.678


[E21B10 |   4224/60000 (  7%) ] Loss: 263.0843 top1= 69.0341

=== Log global consensus distance @ E21B10 ===
consensus_distance=3.098



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=2.717


[E21B20 |   8064/60000 ( 13%) ] Loss: 336.4564 top1= 67.6136

=== Log global consensus distance @ E21B20 ===
consensus_distance=3.093



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=2.853



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=155.3398 top1= 81.9511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=100.4871 top1= 82.7624


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=84.1471 top1= 83.0729

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 360.9052 top1= 66.7614

=== Log global consensus distance @ E22B0 ===
consensus_distance=3.166



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=2.989


[E22B10 |   4224/60000 (  7%) ] Loss: 307.6513 top1= 68.4659

=== Log global consensus distance @ E22B10 ===
consensus_distance=3.185



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.138
clique2_consensus_distance=3.073


[E22B20 |   8064/60000 ( 13%) ] Loss: 373.2193 top1= 67.6136

=== Log global consensus distance @ E22B20 ===
consensus_distance=3.211



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=3.293



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=188.4970 top1= 81.7007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=117.0867 top1= 82.6122


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=88.1509 top1= 83.7640

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 397.6338 top1= 65.9091

=== Log global consensus distance @ E23B0 ===
consensus_distance=3.320



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=3.522


[E23B10 |   4224/60000 (  7%) ] Loss: 332.7886 top1= 70.7386

=== Log global consensus distance @ E23B10 ===
consensus_distance=3.332



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.142
clique2_consensus_distance=3.477


[E23B20 |   8064/60000 ( 13%) ] Loss: 397.9020 top1= 69.3182

=== Log global consensus distance @ E23B20 ===
consensus_distance=3.311



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.138
clique2_consensus_distance=3.747



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=197.0295 top1= 82.0713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=132.1678 top1= 82.7123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=97.9321 top1= 83.3333

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 447.2718 top1= 67.6136

=== Log global consensus distance @ E24B0 ===
consensus_distance=3.391



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.140
clique2_consensus_distance=3.828


[E24B10 |   4224/60000 (  7%) ] Loss: 356.4498 top1= 67.3295

=== Log global consensus distance @ E24B10 ===
consensus_distance=3.455



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.141
clique2_consensus_distance=4.037


[E24B20 |   8064/60000 ( 13%) ] Loss: 418.3490 top1= 69.3182

=== Log global consensus distance @ E24B20 ===
consensus_distance=3.432



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=4.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=200.5768 top1= 82.3317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=128.1930 top1= 83.5136


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=101.8927 top1= 83.6639

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 444.7942 top1= 68.1818

=== Log global consensus distance @ E25B0 ===
consensus_distance=3.466



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.138
clique2_consensus_distance=4.176


[E25B10 |   4224/60000 (  7%) ] Loss: 371.8785 top1= 70.1705

=== Log global consensus distance @ E25B10 ===
consensus_distance=3.535



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.145
clique2_consensus_distance=4.264


[E25B20 |   8064/60000 ( 13%) ] Loss: 439.1960 top1= 70.7386

=== Log global consensus distance @ E25B20 ===
consensus_distance=3.471



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=4.333



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=199.2716 top1= 82.2616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=133.6208 top1= 83.8542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=104.2791 top1= 83.5036

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 459.5764 top1= 69.6023

=== Log global consensus distance @ E26B0 ===
consensus_distance=3.552



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.140
clique2_consensus_distance=4.506


[E26B10 |   4224/60000 (  7%) ] Loss: 378.6639 top1= 70.7386

=== Log global consensus distance @ E26B10 ===
consensus_distance=3.597



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=4.543


[E26B20 |   8064/60000 ( 13%) ] Loss: 453.6153 top1= 69.6023

=== Log global consensus distance @ E26B20 ===
consensus_distance=3.554



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=4.616



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=206.6203 top1= 82.5921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=138.3375 top1= 83.8141


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=110.0764 top1= 83.5737

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 469.9259 top1= 68.4659

=== Log global consensus distance @ E27B0 ===
consensus_distance=3.610



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.142
clique2_consensus_distance=4.823


[E27B10 |   4224/60000 (  7%) ] Loss: 387.5077 top1= 71.8750

=== Log global consensus distance @ E27B10 ===
consensus_distance=3.608



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.141
clique2_consensus_distance=4.794


[E27B20 |   8064/60000 ( 13%) ] Loss: 438.7896 top1= 72.7273

=== Log global consensus distance @ E27B20 ===
consensus_distance=3.557



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.145
clique2_consensus_distance=4.702



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=211.7130 top1= 82.3518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=129.1454 top1= 84.0545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=109.5358 top1= 83.3433

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 446.6399 top1= 68.1818

=== Log global consensus distance @ E28B0 ===
consensus_distance=3.577



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=4.762


[E28B10 |   4224/60000 (  7%) ] Loss: 370.7540 top1= 71.0227

=== Log global consensus distance @ E28B10 ===
consensus_distance=3.629



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.142
clique2_consensus_distance=4.852


[E28B20 |   8064/60000 ( 13%) ] Loss: 437.9516 top1= 71.0227

=== Log global consensus distance @ E28B20 ===
consensus_distance=3.516



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=4.609



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=217.8125 top1= 81.9912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=127.6800 top1= 84.2448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=112.5569 top1= 83.5036

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 434.8530 top1= 69.6023

=== Log global consensus distance @ E29B0 ===
consensus_distance=3.587



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.141
clique2_consensus_distance=4.647


[E29B10 |   4224/60000 (  7%) ] Loss: 371.5494 top1= 70.7386

=== Log global consensus distance @ E29B10 ===
consensus_distance=3.570



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=4.663


[E29B20 |   8064/60000 ( 13%) ] Loss: 430.9477 top1= 71.8750

=== Log global consensus distance @ E29B20 ===
consensus_distance=3.554



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=4.577



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=222.1171 top1= 82.4018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=131.4201 top1= 84.0545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=116.7401 top1= 83.5837

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 447.7327 top1= 69.3182

=== Log global consensus distance @ E30B0 ===
consensus_distance=3.578



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=4.593


[E30B10 |   4224/60000 (  7%) ] Loss: 366.1034 top1= 72.1591

=== Log global consensus distance @ E30B10 ===
consensus_distance=3.654



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=4.799


[E30B20 |   8064/60000 ( 13%) ] Loss: 457.0178 top1= 70.4545

=== Log global consensus distance @ E30B20 ===
consensus_distance=3.593



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=4.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=229.0459 top1= 82.9227


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=133.9440 top1= 84.2348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=122.5491 top1= 83.8141

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 457.9175 top1= 69.0341

=== Log global consensus distance @ E31B0 ===
consensus_distance=3.660



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=4.904


[E31B10 |   4224/60000 (  7%) ] Loss: 381.7078 top1= 73.0114

=== Log global consensus distance @ E31B10 ===
consensus_distance=3.710



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=4.987


[E31B20 |   8064/60000 ( 13%) ] Loss: 465.6749 top1= 72.4432

=== Log global consensus distance @ E31B20 ===
consensus_distance=3.703



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.150
clique2_consensus_distance=5.156



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=236.7706 top1= 82.6923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=147.7364 top1= 84.0645


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=130.9692 top1= 83.5236

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 488.6653 top1= 69.6023

=== Log global consensus distance @ E32B0 ===
consensus_distance=3.697



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=4.997


[E32B10 |   4224/60000 (  7%) ] Loss: 398.1151 top1= 73.0114

=== Log global consensus distance @ E32B10 ===
consensus_distance=3.713



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=5.207


[E32B20 |   8064/60000 ( 13%) ] Loss: 466.5350 top1= 71.0227

=== Log global consensus distance @ E32B20 ===
consensus_distance=3.736



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=5.354



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=240.2619 top1= 82.3818


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=138.1976 top1= 84.2147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=130.0624 top1= 83.9543

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 481.6008 top1= 70.4545

=== Log global consensus distance @ E33B0 ===
consensus_distance=3.754



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=5.289


[E33B10 |   4224/60000 (  7%) ] Loss: 391.9311 top1= 73.5795

=== Log global consensus distance @ E33B10 ===
consensus_distance=3.772



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.142
clique2_consensus_distance=5.402


[E33B20 |   8064/60000 ( 13%) ] Loss: 479.0778 top1= 72.1591

=== Log global consensus distance @ E33B20 ===
consensus_distance=3.742



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=5.352



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=236.8476 top1= 82.6623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=131.7552 top1= 84.7957


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=127.8658 top1= 84.3149

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 468.6405 top1= 71.0227

=== Log global consensus distance @ E34B0 ===
consensus_distance=3.770



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=5.339


[E34B10 |   4224/60000 (  7%) ] Loss: 397.8745 top1= 72.7273

=== Log global consensus distance @ E34B10 ===
consensus_distance=3.806



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=5.482


[E34B20 |   8064/60000 ( 13%) ] Loss: 469.7054 top1= 71.8750

=== Log global consensus distance @ E34B20 ===
consensus_distance=3.764



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.150
clique2_consensus_distance=5.444



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=233.2147 top1= 83.3534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=140.9833 top1= 84.6354


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=126.5438 top1= 84.5753

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 469.0343 top1= 69.6023

=== Log global consensus distance @ E35B0 ===
consensus_distance=3.743



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=5.300


[E35B10 |   4224/60000 (  7%) ] Loss: 411.0412 top1= 73.2955

=== Log global consensus distance @ E35B10 ===
consensus_distance=3.782



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.145
clique2_consensus_distance=5.479


[E35B20 |   8064/60000 ( 13%) ] Loss: 491.7485 top1= 72.7273

=== Log global consensus distance @ E35B20 ===
consensus_distance=3.834



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=5.716



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=245.9246 top1= 83.0429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=144.8307 top1= 84.7656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=128.8691 top1= 84.4651

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 469.7188 top1= 70.4545

=== Log global consensus distance @ E36B0 ===
consensus_distance=3.813



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=5.571


[E36B10 |   4224/60000 (  7%) ] Loss: 418.2099 top1= 73.5795

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.869



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=5.772


[E36B20 |   8064/60000 ( 13%) ] Loss: 499.2321 top1= 70.7386

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.885



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=5.954



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=244.8117 top1= 83.7540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=155.9001 top1= 84.5553


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=133.4049 top1= 84.4752

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 506.1843 top1= 70.7386

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.835



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=5.693


[E37B10 |   4224/60000 (  7%) ] Loss: 411.6222 top1= 73.8636

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.894



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=5.870


[E37B20 |   8064/60000 ( 13%) ] Loss: 505.5666 top1= 71.0227

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.888



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=5.966



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=239.4295 top1= 84.0946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=153.5832 top1= 84.7256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=132.4613 top1= 85.0260

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 504.4780 top1= 71.0227

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.848



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=5.758


[E38B10 |   4224/60000 (  7%) ] Loss: 417.0165 top1= 73.2955

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.904



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=5.868


[E38B20 |   8064/60000 ( 13%) ] Loss: 509.0901 top1= 72.1591

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.912



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.153
clique2_consensus_distance=5.962



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=242.6065 top1= 84.1146


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=157.5266 top1= 84.6655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=133.7074 top1= 85.0060

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 510.8447 top1= 70.4545

=== Log global consensus distance @ E39B0 ===
consensus_distance=3.928



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=6.064


[E39B10 |   4224/60000 (  7%) ] Loss: 415.4361 top1= 72.4432

=== Log global consensus distance @ E39B10 ===
consensus_distance=3.970



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=6.185


[E39B20 |   8064/60000 ( 13%) ] Loss: 497.4582 top1= 72.7273

=== Log global consensus distance @ E39B20 ===
consensus_distance=3.968



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.154
clique2_consensus_distance=6.243



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=245.1787 top1= 84.0946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=155.1064 top1= 84.7256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=137.0225 top1= 85.1162

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 507.2125 top1= 69.8864

=== Log global consensus distance @ E40B0 ===
consensus_distance=3.945



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=6.121


[E40B10 |   4224/60000 (  7%) ] Loss: 423.1749 top1= 73.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=4.001



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=6.305


[E40B20 |   8064/60000 ( 13%) ] Loss: 507.7442 top1= 72.1591

=== Log global consensus distance @ E40B20 ===
consensus_distance=4.012



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.153
clique2_consensus_distance=6.414



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=246.0757 top1= 84.1747


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=159.0878 top1= 84.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=139.5033 top1= 84.9659

