
=== 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 BitFlippingWorker
=> Add worker BitFlippingWorker

=== 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: 2.2974 top1= 11.3636

=== 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: 2.2881 top1= 10.5114

=== 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=2.2804 top1= 16.3762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2794 top1= 16.8570


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2794 top1= 16.8670

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2797 top1= 13.0682

=== 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 |   4576/60000 (  8%) ] Loss: 2.2736 top1= 15.9091

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2651 top1= 13.9205

=== 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=2.2568 top1= 25.3405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2558 top1= 25.6210


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2558 top1= 25.7312

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2548 top1= 18.7500

=== 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 |   4576/60000 (  8%) ] Loss: 2.2493 top1= 20.4545

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2406 top1= 19.0341

=== 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=2.2315 top1= 29.3870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2303 top1= 29.8978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2303 top1= 29.5473

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2287 top1= 23.2955

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



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


[E 4B10 |   4576/60000 (  8%) ] Loss: 2.2232 top1= 24.1477

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



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


[E 4B20 |   8736/60000 ( 15%) ] Loss: 2.2134 top1= 25.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2035 top1= 33.9643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2023 top1= 33.6839


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2023 top1= 35.3766

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.2007 top1= 28.6932

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



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


[E 5B10 |   4576/60000 (  8%) ] Loss: 2.1945 top1= 30.3977

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



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


[E 5B20 |   8736/60000 ( 15%) ] Loss: 2.1837 top1= 29.2614

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1733 top1= 40.5148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1719 top1= 40.5048


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1719 top1= 41.1458

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1708 top1= 30.9659

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



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


[E 6B10 |   4576/60000 (  8%) ] Loss: 2.1630 top1= 34.6591

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



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


[E 6B20 |   8736/60000 ( 15%) ] Loss: 2.1513 top1= 35.2273

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1402 top1= 43.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1386 top1= 43.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1388 top1= 43.8101

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1385 top1= 34.9432

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



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


[E 7B10 |   4576/60000 (  8%) ] Loss: 2.1280 top1= 40.3409

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



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


[E 7B20 |   8736/60000 ( 15%) ] Loss: 2.1154 top1= 40.3409

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1037 top1= 45.9535


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1020 top1= 46.4844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1022 top1= 46.0938

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.1031 top1= 37.7841

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



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


[E 8B10 |   4576/60000 (  8%) ] Loss: 2.0890 top1= 43.4659

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



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


[E 8B20 |   8736/60000 ( 15%) ] Loss: 2.0758 top1= 44.6023

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0633 top1= 48.6579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0613 top1= 49.3690


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0617 top1= 48.8081

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0638 top1= 41.1932

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



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


[E 9B10 |   4576/60000 (  8%) ] Loss: 2.0458 top1= 46.0227

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



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


[E 9B20 |   8736/60000 ( 15%) ] Loss: 2.0319 top1= 47.1591

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0185 top1= 51.9331


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0163 top1= 52.6643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0167 top1= 51.9932

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 2.0204 top1= 43.4659

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



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


[E10B10 |   4576/60000 (  8%) ] Loss: 1.9979 top1= 49.4318

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



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


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.9833 top1= 49.7159

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9689 top1= 54.8377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9665 top1= 55.6791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9668 top1= 54.9679

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.9723 top1= 48.2955

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



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


[E11B10 |   4576/60000 (  8%) ] Loss: 1.9445 top1= 52.5568

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



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


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.9293 top1= 52.8409

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9137 top1= 57.6322


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9111 top1= 58.2332


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9113 top1= 57.8025

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.9191 top1= 51.1364

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



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


[E12B10 |   4576/60000 (  8%) ] Loss: 1.8847 top1= 55.1136

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



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


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.8692 top1= 55.9659

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8525 top1= 60.1963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8497 top1= 60.8474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8498 top1= 60.4667

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.8601 top1= 53.9773

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



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


[E13B10 |   4576/60000 (  8%) ] Loss: 1.8181 top1= 56.5341

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



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


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.8041 top1= 57.6705

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7858 top1= 62.9006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7827 top1= 63.4315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7828 top1= 62.9006

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.7960 top1= 55.6818

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



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


[E14B10 |   4576/60000 (  8%) ] Loss: 1.7458 top1= 59.9432

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



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


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.7348 top1= 58.8068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7139 top1= 65.1442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7106 top1= 65.8153


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7106 top1= 65.1342

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.7275 top1= 56.5341

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



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


[E15B10 |   4576/60000 (  8%) ] Loss: 1.6689 top1= 61.6477

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



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


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.6617 top1= 60.5114

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6373 top1= 67.3578


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6338 top1= 67.9888


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6339 top1= 67.3678

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.6554 top1= 57.6705

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



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


[E16B10 |   4576/60000 (  8%) ] Loss: 1.5879 top1= 64.7727

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



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


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.5854 top1= 61.3636

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5570 top1= 69.7616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5533 top1= 70.2324


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5535 top1= 69.6715

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.5803 top1= 60.5114

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



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


[E17B10 |   4576/60000 (  8%) ] Loss: 1.5042 top1= 67.8977

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.000



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


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.5070 top1= 63.6364

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4741 top1= 71.8850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4702 top1= 72.4559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4704 top1= 71.8850

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.5032 top1= 63.0682

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



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


[E18B10 |   4576/60000 (  8%) ] Loss: 1.4193 top1= 69.6023

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



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


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.4281 top1= 65.9091

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3899 top1= 73.7981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3861 top1= 74.1787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3863 top1= 73.7881

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.4254 top1= 65.6250

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



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


[E19B10 |   4576/60000 (  8%) ] Loss: 1.3346 top1= 70.7386

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



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


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.3501 top1= 68.7500

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3065 top1= 75.3706


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3027 top1= 75.8413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3029 top1= 75.2804

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.3486 top1= 67.3295

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



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


[E20B10 |   4576/60000 (  8%) ] Loss: 1.2521 top1= 71.5909

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



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


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.2744 top1= 70.1705

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2255 top1= 76.7728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2218 top1= 77.0433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2220 top1= 76.8029

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.2741 top1= 69.8864

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



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


[E21B10 |   4576/60000 (  8%) ] Loss: 1.1732 top1= 73.2955

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



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


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.2022 top1= 70.4545

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1484 top1= 77.9848


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1449 top1= 78.4756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1450 top1= 78.0048

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.2030 top1= 70.7386

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



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


[E22B10 |   4576/60000 (  8%) ] Loss: 1.0991 top1= 74.4318

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



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


[E22B20 |   8736/60000 ( 15%) ] Loss: 1.1345 top1= 72.7273

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0765 top1= 78.9764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0732 top1= 79.3069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0732 top1= 78.9964

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.1365 top1= 72.1591

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



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


[E23B10 |   4576/60000 (  8%) ] Loss: 1.0305 top1= 75.8523

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



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


[E23B20 |   8736/60000 ( 15%) ] Loss: 1.0720 top1= 73.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0104 top1= 79.9679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0074 top1= 80.3986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0074 top1= 79.9479

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.0750 top1= 73.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



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


[E24B10 |   4576/60000 (  8%) ] Loss: 0.9679 top1= 76.4205

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



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


[E24B20 |   8736/60000 ( 15%) ] Loss: 1.0147 top1= 74.4318

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9505 top1= 80.7592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9477 top1= 81.1599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9478 top1= 80.8594

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 1.0188 top1= 75.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



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


[E25B10 |   4576/60000 (  8%) ] Loss: 0.9113 top1= 77.2727

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.000



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


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.9626 top1= 75.8523

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8965 top1= 81.5605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8940 top1= 81.8710


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8940 top1= 81.6106

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.9673 top1= 75.5682

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.000



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


[E26B10 |   4576/60000 (  8%) ] Loss: 0.8603 top1= 79.2614

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.000



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


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.9153 top1= 76.9886

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8480 top1= 82.3417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8457 top1= 82.6222


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8457 top1= 82.2616

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.9203 top1= 76.4205

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.000



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


[E27B10 |   4576/60000 (  8%) ] Loss: 0.8142 top1= 79.5455

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.000



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


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.8722 top1= 77.2727

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8048 top1= 82.8425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8027 top1= 83.0829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8027 top1= 82.8125

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.8776 top1= 77.8409

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



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


[E28B10 |   4576/60000 (  8%) ] Loss: 0.7728 top1= 79.8295

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



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


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.8334 top1= 78.4091

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7662 top1= 83.4135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7642 top1= 83.5737


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7643 top1= 83.2632

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.8388 top1= 78.9773

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.000



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


[E29B10 |   4576/60000 (  8%) ] Loss: 0.7353 top1= 81.2500

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



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


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.7982 top1= 80.1136

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7316 top1= 83.7540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7298 top1= 83.9042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7299 top1= 83.8642

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.8035 top1= 79.5455

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



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


[E30B10 |   4576/60000 (  8%) ] Loss: 0.7016 top1= 82.1023

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



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


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.7665 top1= 80.3977

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7007 top1= 84.3149


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6990 top1= 84.5553


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6992 top1= 84.3149

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.7713 top1= 80.1136

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.000



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


[E31B10 |   4576/60000 (  8%) ] Loss: 0.6712 top1= 82.9545

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



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


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.7377 top1= 80.9659

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6731 top1= 84.6755


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6715 top1= 84.9559


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6717 top1= 84.6955

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.7419 top1= 80.6818

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



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


[E32B10 |   4576/60000 (  8%) ] Loss: 0.6438 top1= 83.2386

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.000



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


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.7117 top1= 81.5341

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6482 top1= 85.0260


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6467 top1= 85.2664


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6469 top1= 84.9960

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.7148 top1= 80.6818

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.000



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


[E33B10 |   4576/60000 (  8%) ] Loss: 0.6187 top1= 83.8068

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



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


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6880 top1= 81.8182

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6258 top1= 85.3566


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6243 top1= 85.5669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6246 top1= 85.2464

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.6900 top1= 80.9659

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.000



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


[E34B10 |   4576/60000 (  8%) ] Loss: 0.5959 top1= 83.8068

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



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


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.6664 top1= 81.8182

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6055 top1= 85.6170


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6041 top1= 85.8874


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6044 top1= 85.5068

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.6672 top1= 82.6705

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.000



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


[E35B10 |   4576/60000 (  8%) ] Loss: 0.5751 top1= 84.0909

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



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


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.6468 top1= 81.8182

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5870 top1= 85.9175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5857 top1= 86.1078


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5859 top1= 85.8073

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6461 top1= 83.2386

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



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


[E36B10 |   4576/60000 (  8%) ] Loss: 0.5561 top1= 84.6591

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.000



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


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.6288 top1= 81.8182

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5702 top1= 86.0777


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5689 top1= 86.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5693 top1= 86.0377

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6266 top1= 83.8068

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.000



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


[E37B10 |   4576/60000 (  8%) ] Loss: 0.5386 top1= 85.5114

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.000



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


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.6123 top1= 82.3864

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5548 top1= 86.3081


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5536 top1= 86.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5540 top1= 86.2680

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.6084 top1= 84.0909

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.000



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


[E38B10 |   4576/60000 (  8%) ] Loss: 0.5223 top1= 86.0795

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.000



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


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.5970 top1= 82.9545

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5407 top1= 86.5084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5396 top1= 86.7488


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5399 top1= 86.4583

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5915 top1= 84.3750

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.000



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


[E39B10 |   4576/60000 (  8%) ] Loss: 0.5074 top1= 86.6477

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.000



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


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.5830 top1= 84.0909

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5278 top1= 86.6887


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5267 top1= 86.9792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5271 top1= 86.6587

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.5758 top1= 84.6591

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.000



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


[E40B10 |   4576/60000 (  8%) ] Loss: 0.4935 top1= 86.3636

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.000



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


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.5699 top1= 84.6591

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5159 top1= 86.9992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5148 top1= 87.1995


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5152 top1= 86.9892

