
=== 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: 2.2975 top1= 10.7955

=== 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=2.2806 top1= 16.3762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2793 top1= 16.7268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2793 top1= 17.0172

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2794 top1= 12.5000

=== 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: 2.2732 top1= 16.1932

=== 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: 2.2646 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=2.2572 top1= 25.1202


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2553 top1= 25.4507


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2554 top1= 25.9515

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2540 top1= 19.0341

=== 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: 2.2484 top1= 21.3068

=== 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: 2.2398 top1= 19.3182

=== 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=2.2324 top1= 29.2768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2296 top1= 29.9579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2300 top1= 30.1182

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2276 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: 2.2217 top1= 25.5682

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



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


[E 4B20 |   8736/60000 ( 15%) ] Loss: 2.2124 top1= 24.4318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2051 top1= 35.1963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2013 top1= 33.9944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2022 top1= 38.4716

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1992 top1= 26.7045

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



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


[E 5B10 |   4576/60000 (  8%) ] Loss: 2.1922 top1= 31.5341

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



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


[E 5B20 |   8736/60000 ( 15%) ] Loss: 2.1821 top1= 31.5341

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1751 top1= 40.9856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1702 top1= 40.6350


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1716 top1= 42.1875

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1686 top1= 31.5341

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



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


[E 6B10 |   4576/60000 (  8%) ] Loss: 2.1596 top1= 37.2159

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 6B20 |   8736/60000 ( 15%) ] Loss: 2.1487 top1= 35.7955

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1419 top1= 43.6098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1359 top1= 43.7600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1378 top1= 44.0605

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1353 top1= 35.7955

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



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


[E 7B10 |   4576/60000 (  8%) ] Loss: 2.1236 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=0.002


[E 7B20 |   8736/60000 ( 15%) ] Loss: 2.1118 top1= 41.4773

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1051 top1= 45.5529


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0974 top1= 46.4844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1006 top1= 45.6631

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.0984 top1= 38.6364

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B10 |   4576/60000 (  8%) ] Loss: 2.0830 top1= 43.7500

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



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


[E 8B20 |   8736/60000 ( 15%) ] Loss: 2.0704 top1= 44.6023

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0640 top1= 47.6462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0541 top1= 49.9499


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0591 top1= 47.6963

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0571 top1= 42.3295

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



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


[E 9B10 |   4576/60000 (  8%) ] Loss: 2.0373 top1= 46.8750

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 9B20 |   8736/60000 ( 15%) ] Loss: 2.0243 top1= 46.5909

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0179 top1= 50.6711


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0054 top1= 53.0349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0126 top1= 50.3405

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 2.0110 top1= 44.3182

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



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


[E10B10 |   4576/60000 (  8%) ] Loss: 1.9863 top1= 49.4318

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.9730 top1= 50.8523

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9662 top1= 53.6058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9512 top1= 55.8494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9602 top1= 53.2953

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.9595 top1= 48.2955

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



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


[E11B10 |   4576/60000 (  8%) ] Loss: 1.9289 top1= 51.9886

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.9159 top1= 52.5568

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9087 top1= 56.8910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8911 top1= 58.9443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9017 top1= 56.5004

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.9025 top1= 52.5568

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E12B10 |   4576/60000 (  8%) ] Loss: 1.8651 top1= 55.1136

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.8530 top1= 54.5455

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8452 top1= 59.6254


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8250 top1= 61.6987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8370 top1= 59.4852

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.8400 top1= 53.4091

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E13B10 |   4576/60000 (  8%) ] Loss: 1.7949 top1= 58.5227

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



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


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.7843 top1= 56.5341

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7757 top1= 62.3698


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7527 top1= 64.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7664 top1= 62.5300

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.7722 top1= 55.1136

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E14B10 |   4576/60000 (  8%) ] Loss: 1.7188 top1= 60.5114

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.7108 top1= 58.8068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7006 top1= 64.9439


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6746 top1= 66.8069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6902 top1= 65.1042

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.6995 top1= 56.5341

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E15B10 |   4576/60000 (  8%) ] Loss: 1.6373 top1= 62.7841

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.6331 top1= 59.9432

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6204 top1= 67.3978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5915 top1= 68.8702


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6090 top1= 67.5781

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.6228 top1= 59.3750

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E16B10 |   4576/60000 (  8%) ] Loss: 1.5516 top1= 66.7614

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.5520 top1= 62.2159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5362 top1= 69.6514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5046 top1= 71.1639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5239 top1= 69.6915

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.5432 top1= 61.9318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E17B10 |   4576/60000 (  8%) ] Loss: 1.4630 top1= 69.3182

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.4695 top1= 65.3409

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4496 top1= 71.7147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4159 top1= 73.2472


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4364 top1= 71.9852

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.4622 top1= 64.4886

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E18B10 |   4576/60000 (  8%) ] Loss: 1.3737 top1= 70.1705

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



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.3872 top1= 66.7614

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3625 top1= 73.5777


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3275 top1= 74.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3485 top1= 73.9483

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.3815 top1= 67.0455

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E19B10 |   4576/60000 (  8%) ] Loss: 1.2856 top1= 72.4432

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.3069 top1= 68.4659

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2770 top1= 75.3005


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2417 top1= 76.5124


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2622 top1= 75.5709

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.3031 top1= 67.3295

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E20B10 |   4576/60000 (  8%) ] Loss: 1.2009 top1= 73.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.2300 top1= 69.3182

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1949 top1= 76.5325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1600 top1= 77.6943


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1793 top1= 77.0633

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.2281 top1= 67.8977

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E21B10 |   4576/60000 (  8%) ] Loss: 1.1213 top1= 75.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.1579 top1= 70.7386

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1178 top1= 77.6743


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0841 top1= 78.7861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1015 top1= 78.2652

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.1578 top1= 69.0341

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E22B10 |   4576/60000 (  8%) ] Loss: 1.0473 top1= 75.2841

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E22B20 |   8736/60000 ( 15%) ] Loss: 1.0914 top1= 71.0227

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0466 top1= 78.6659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0147 top1= 79.6474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0299 top1= 79.2969

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.0927 top1= 70.4545

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E23B10 |   4576/60000 (  8%) ] Loss: 0.9799 top1= 75.5682

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E23B20 |   8736/60000 ( 15%) ] Loss: 1.0308 top1= 74.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9819 top1= 79.5373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9519 top1= 80.5188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9650 top1= 80.2684

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.0331 top1= 72.7273

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E24B10 |   4576/60000 (  8%) ] Loss: 0.9192 top1= 77.5568

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.9758 top1= 76.1364

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9237 top1= 80.4087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8959 top1= 81.3502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9067 top1= 81.0697

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.9788 top1= 74.1477

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B10 |   4576/60000 (  8%) ] Loss: 0.8649 top1= 79.5455

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.9263 top1= 76.7045

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8717 top1= 81.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8462 top1= 81.9511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8547 top1= 81.8710

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.9295 top1= 76.1364

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E26B10 |   4576/60000 (  8%) ] Loss: 0.8165 top1= 80.1136

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.8816 top1= 78.4091

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8256 top1= 81.9411


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8021 top1= 82.6322


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8087 top1= 82.5120

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.8850 top1= 76.4205

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E27B10 |   4576/60000 (  8%) ] Loss: 0.7731 top1= 81.8182

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.8416 top1= 78.9773

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7848 top1= 82.6322


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7631 top1= 83.2031


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7681 top1= 83.0128

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.8449 top1= 78.4091

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E28B10 |   4576/60000 (  8%) ] Loss: 0.7346 top1= 82.3864

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.8058 top1= 79.2614

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7487 top1= 83.0929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7286 top1= 83.5537


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7322 top1= 83.4435

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.8086 top1= 79.2614

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E29B10 |   4576/60000 (  8%) ] Loss: 0.7002 top1= 82.6705

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.7736 top1= 79.8295

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7166 top1= 83.5537


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6980 top1= 83.8241


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7004 top1= 84.0044

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.7757 top1= 79.8295

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E30B10 |   4576/60000 (  8%) ] Loss: 0.6693 top1= 82.9545

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.7445 top1= 79.8295

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6881 top1= 83.8842


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6708 top1= 84.3349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6721 top1= 84.2748

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.7458 top1= 79.8295

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E31B10 |   4576/60000 (  8%) ] Loss: 0.6414 top1= 82.9545

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.7183 top1= 80.3977

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6626 top1= 84.1947


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6464 top1= 84.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6468 top1= 84.6755

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.7184 top1= 80.6818

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E32B10 |   4576/60000 (  8%) ] Loss: 0.6162 top1= 83.5227

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6945 top1= 80.6818

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6398 top1= 84.4952


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6245 top1= 84.9359


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6242 top1= 84.9760

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6934 top1= 81.5341

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E33B10 |   4576/60000 (  8%) ] Loss: 0.5935 top1= 84.3750

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6730 top1= 81.2500

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6193 top1= 84.6855


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6048 top1= 85.1963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6040 top1= 85.3165

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.6705 top1= 81.5341

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E34B10 |   4576/60000 (  8%) ] Loss: 0.5727 top1= 84.9432

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.6534 top1= 81.5341

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6008 top1= 85.0361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5870 top1= 85.4868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5857 top1= 85.4868

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.6493 top1= 82.3864

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E35B10 |   4576/60000 (  8%) ] Loss: 0.5537 top1= 84.9432

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.6355 top1= 82.1023

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5840 top1= 85.2764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5709 top1= 85.7372


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5691 top1= 85.6971

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6298 top1= 83.5227

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E36B10 |   4576/60000 (  8%) ] Loss: 0.5363 top1= 85.5114

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.6192 top1= 82.6705

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5687 top1= 85.4367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5562 top1= 85.9375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5541 top1= 85.8674

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6117 top1= 84.6591

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E37B10 |   4576/60000 (  8%) ] Loss: 0.5203 top1= 85.5114

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.6043 top1= 82.6705

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5548 top1= 85.6370


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5427 top1= 86.1679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5404 top1= 86.0577

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.5949 top1= 84.9432

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E38B10 |   4576/60000 (  8%) ] Loss: 0.5056 top1= 86.0795

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.5906 top1= 82.9545

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5420 top1= 85.8574


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5304 top1= 86.4083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5279 top1= 86.2780

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5794 top1= 85.2273

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E39B10 |   4576/60000 (  8%) ] Loss: 0.4922 top1= 86.3636

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.5782 top1= 83.2386

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5304 top1= 86.0677


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5191 top1= 86.5485


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5165 top1= 86.5284

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.5649 top1= 85.5114

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E40B10 |   4576/60000 (  8%) ] Loss: 0.4798 top1= 86.6477

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.5666 top1= 83.5227

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5198 top1= 86.1579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5088 top1= 86.7188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5062 top1= 86.6386

