
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

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

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 9, 9, 9], 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: 2.2461 top1= 22.1591

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.1824 top1= 32.6705

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2869 top1= 13.2913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2917 top1= 25.0801


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3009 top1= 10.0060

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1078 top1= 39.4886

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.0517 top1= 38.0682

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.9770 top1= 39.4886

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2696 top1= 19.7716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3069 top1= 24.7997


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3150 top1= 11.7288

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.8925 top1= 45.4545

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.8439 top1= 43.7500

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.7772 top1= 45.1705

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2502 top1= 22.2556


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3580 top1= 23.7981


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3472 top1= 15.7252

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.7010 top1= 49.1477

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.6711 top1= 47.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.142


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.6237 top1= 48.5795

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.169



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2312 top1= 20.1422


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4249 top1= 24.9099


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3947 top1= 17.6482

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.5610 top1= 50.5682

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.199


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.5448 top1= 48.8636

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.229


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.5141 top1= 51.7045

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.081



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.262



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2116 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4776 top1= 25.5008


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4397 top1= 17.9988

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.4605 top1= 53.1250

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.091



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.298


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.4510 top1= 52.8409

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.101



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.335


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.4334 top1= 51.1364

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.374



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1912 top1= 19.0004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4977 top1= 25.7812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4684 top1= 20.7232

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.3864 top1= 53.9773

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.123



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.417


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.3790 top1= 53.1250

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.460


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.3724 top1= 53.1250

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.148



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.507



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1714 top1= 18.9002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4853 top1= 25.9215


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4772 top1= 24.4291

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.3309 top1= 56.5341

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.161



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.557


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.3241 top1= 56.8182

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.608


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.3261 top1= 55.1136

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1535 top1= 18.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4516 top1= 26.2019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4643 top1= 25.5909

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.2890 top1= 59.0909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.204



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.719


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.2817 top1= 58.2386

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.778


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.2903 top1= 58.5227

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.236



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.840



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1376 top1= 18.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4095 top1= 26.7628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4353 top1= 26.0016

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.2557 top1= 59.9432

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.253



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.904


[E10B10 |   4576/60000 (  8%) ] Loss: 1.2473 top1= 59.3750

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.270



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.970


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.2608 top1= 59.9432

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.288



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1241 top1= 18.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3688 top1= 27.1635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3985 top1= 26.0417

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.2275 top1= 60.5114

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.307



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.111


[E11B10 |   4576/60000 (  8%) ] Loss: 1.2167 top1= 60.2273

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.326



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.184


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.2331 top1= 62.5000

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.346



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.262



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1133 top1= 18.0088


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3366 top1= 27.4740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3610 top1= 25.9816

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.1997 top1= 61.3636

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.367



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.340


[E12B10 |   4576/60000 (  8%) ] Loss: 1.1857 top1= 61.0795

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.388



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.421


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.2033 top1= 63.3523

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.410



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.505



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1059 top1= 17.9988


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3133 top1= 27.7744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3283 top1= 25.9816

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.1688 top1= 62.2159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.432



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.591


[E13B10 |   4576/60000 (  8%) ] Loss: 1.1519 top1= 62.5000

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.455



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.679


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.1693 top1= 65.3409

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.479



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.772



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1024 top1= 18.0789


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2984 top1= 28.0248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3013 top1= 25.9716

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.1343 top1= 64.2045

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.503



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.865


[E14B10 |   4576/60000 (  8%) ] Loss: 1.1147 top1= 64.4886

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.528



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.961


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.1315 top1= 65.3409

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.554



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1034 top1= 18.1591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2909 top1= 28.2853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2796 top1= 25.9716

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.0970 top1= 65.3409

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.580



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.161


[E15B10 |   4576/60000 (  8%) ] Loss: 1.0753 top1= 66.4773

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.607



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.263


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.0908 top1= 66.7614

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.635



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.370



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1094 top1= 18.1791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2898 top1= 28.4655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2621 top1= 25.9916

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.0580 top1= 67.8977

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.662



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.476


[E16B10 |   4576/60000 (  8%) ] Loss: 1.0349 top1= 67.6136

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.691



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.586


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.0484 top1= 67.3295

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.720



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.699



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1199 top1= 18.1891


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2959 top1= 28.6659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2471 top1= 25.9515

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.0181 top1= 70.1705

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.749



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.811


[E17B10 |   4576/60000 (  8%) ] Loss: 0.9927 top1= 69.0341

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.779



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.926


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.0041 top1= 68.7500

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.810



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1343 top1= 18.1490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3104 top1= 28.8161


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2332 top1= 26.3021

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.9780 top1= 72.1591

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.841



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.163


[E18B10 |   4576/60000 (  8%) ] Loss: 0.9519 top1= 71.0227

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.872



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.283


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.9625 top1= 72.1591

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.905



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1541 top1= 18.0489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3272 top1= 28.9263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2208 top1= 27.5140

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.9417 top1= 71.8750

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.937



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.530


[E19B10 |   4576/60000 (  8%) ] Loss: 0.9147 top1= 71.8750

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.969



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.655


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.9242 top1= 74.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.003



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.784



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1767 top1= 18.0188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3448 top1= 28.9764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2107 top1= 28.8562

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.9088 top1= 73.5795

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.036



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.910


[E20B10 |   4576/60000 (  8%) ] Loss: 0.8804 top1= 73.2955

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.069



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.039


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.8891 top1= 75.2841

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.104



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.172



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2014 top1= 17.8285


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3626 top1= 29.0765


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2034 top1= 29.9579

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.8797 top1= 75.2841

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.138



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.302


[E21B10 |   4576/60000 (  8%) ] Loss: 0.8495 top1= 74.7159

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.172



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.434


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.8572 top1= 75.8523

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.208



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.572



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2297 top1= 17.7183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3813 top1= 29.1667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1982 top1= 30.8594

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.8537 top1= 76.4205

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.243



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.705


[E22B10 |   4576/60000 (  8%) ] Loss: 0.8217 top1= 75.5682

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.278



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.840


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.8281 top1= 77.2727

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.315



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.981



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2607 top1= 17.5481


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3994 top1= 29.1967


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1971 top1= 31.5405

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.8302 top1= 76.4205

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.350



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.118


[E23B10 |   4576/60000 (  8%) ] Loss: 0.7968 top1= 75.5682

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.386



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.256


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.8016 top1= 78.1250

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.424



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.401



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2953 top1= 17.3377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4167 top1= 29.3069


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1996 top1= 32.1414

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.8089 top1= 77.5568

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.461



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.541


[E24B10 |   4576/60000 (  8%) ] Loss: 0.7748 top1= 76.7045

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.497



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.681


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.7781 top1= 78.9773

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.536



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.831



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3330 top1= 17.1575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4338 top1= 29.3470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2063 top1= 32.5721

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.7899 top1= 79.5455

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.574



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.974


[E25B10 |   4576/60000 (  8%) ] Loss: 0.7552 top1= 77.2727

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.611



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.117


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.7573 top1= 79.5455

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.651



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.269



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3745 top1= 16.9872


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4502 top1= 29.4271


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2156 top1= 32.8526

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.7726 top1= 80.1136

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.689



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.415


[E26B10 |   4576/60000 (  8%) ] Loss: 0.7379 top1= 76.9886

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.727



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.561


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.7385 top1= 80.3977

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.768



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.716



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4195 top1= 16.8470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4661 top1= 29.4571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2277 top1= 33.1430

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.7567 top1= 80.9659

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.807



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.865


[E27B10 |   4576/60000 (  8%) ] Loss: 0.7226 top1= 78.4091

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.845



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.013


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.7209 top1= 82.6705

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.887



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.172



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4690 top1= 16.7167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4808 top1= 29.5473


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2419 top1= 33.4435

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.7423 top1= 81.5341

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.926



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.323


[E28B10 |   4576/60000 (  8%) ] Loss: 0.7088 top1= 79.5455

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.966



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.474


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.7052 top1= 82.3864

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.008



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.635



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5229 top1= 16.5665


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4949 top1= 29.6374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2568 top1= 33.6538

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7295 top1= 80.9659

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.048



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.789


[E29B10 |   4576/60000 (  8%) ] Loss: 0.6966 top1= 79.8295

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.088



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.943


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.6908 top1= 82.9545

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.131



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5825 top1= 16.4463


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5079 top1= 29.7276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2722 top1= 33.8241

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.7176 top1= 81.5341

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.172



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.264


[E30B10 |   4576/60000 (  8%) ] Loss: 0.6859 top1= 80.1136

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.213



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.421


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.6779 top1= 82.9545

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.257



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.587



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6477 top1= 16.2861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5201 top1= 29.7776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2872 top1= 34.0545

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.7070 top1= 81.8182

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.299



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.747


[E31B10 |   4576/60000 (  8%) ] Loss: 0.6767 top1= 80.3977

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.341



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.907


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.6663 top1= 83.2386

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.385



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7176 top1= 16.1959


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5312 top1= 29.8277


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3020 top1= 34.2448

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.6971 top1= 82.1023

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.428



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.239


[E32B10 |   4576/60000 (  8%) ] Loss: 0.6687 top1= 80.3977

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.470



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.403


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6557 top1= 83.2386

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.515



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.575



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7909 top1= 16.0857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5417 top1= 29.8878


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3166 top1= 34.3850

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6883 top1= 82.1023

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.559



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.741


[E33B10 |   4576/60000 (  8%) ] Loss: 0.6620 top1= 80.9659

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.602



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.908


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6462 top1= 83.8068

=== Log global consensus distance @ E33B20 ===
consensus_distance=2.648



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8677 top1= 15.9355


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5512 top1= 29.9379


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3304 top1= 34.5353

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.6801 top1= 82.1023

=== Log global consensus distance @ E34B0 ===
consensus_distance=2.692



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.251


[E34B10 |   4576/60000 (  8%) ] Loss: 0.6562 top1= 81.2500

=== Log global consensus distance @ E34B10 ===
consensus_distance=2.737



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.422


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.6375 top1= 83.8068

=== Log global consensus distance @ E34B20 ===
consensus_distance=2.784



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.600



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9477 top1= 15.8353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5593 top1= 30.0881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3432 top1= 34.6755

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.6726 top1= 82.3864

=== Log global consensus distance @ E35B0 ===
consensus_distance=2.828



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.772


[E35B10 |   4576/60000 (  8%) ] Loss: 0.6511 top1= 81.8182

=== Log global consensus distance @ E35B10 ===
consensus_distance=2.874



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.945


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.6294 top1= 84.3750

=== Log global consensus distance @ E35B20 ===
consensus_distance=2.921



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0305 top1= 15.7252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5662 top1= 30.1683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3556 top1= 34.7857

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6657 top1= 83.5227

=== Log global consensus distance @ E36B0 ===
consensus_distance=2.967



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.301


[E36B10 |   4576/60000 (  8%) ] Loss: 0.6467 top1= 81.8182

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.013



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.478


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.6219 top1= 84.3750

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.062



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.663



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1158 top1= 15.6450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5718 top1= 30.2584


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3673 top1= 34.9559

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.6593 top1= 83.2386

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.108



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.841


[E37B10 |   4576/60000 (  8%) ] Loss: 0.6429 top1= 82.1023

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.156



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.022


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.6149 top1= 84.0909

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.205



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.209



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2036 top1= 15.5950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5760 top1= 30.3185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3781 top1= 35.1262

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.6531 top1= 82.9545

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.252



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.391


[E38B10 |   4576/60000 (  8%) ] Loss: 0.6396 top1= 82.1023

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.300



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.575


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.6083 top1= 84.0909

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.351



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.766



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2923 top1= 15.4647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5793 top1= 30.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3882 top1= 35.2063

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.6472 top1= 82.9545

=== Log global consensus distance @ E39B0 ===
consensus_distance=3.399



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.951


[E39B10 |   4576/60000 (  8%) ] Loss: 0.6369 top1= 81.8182

=== Log global consensus distance @ E39B10 ===
consensus_distance=3.448



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.139


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.6020 top1= 84.0909

=== Log global consensus distance @ E39B20 ===
consensus_distance=3.499



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.332



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3818 top1= 15.3546


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5816 top1= 30.5088


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3976 top1= 35.3165

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.6415 top1= 83.8068

=== Log global consensus distance @ E40B0 ===
consensus_distance=3.548



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.521


[E40B10 |   4576/60000 (  8%) ] Loss: 0.6343 top1= 81.5341

=== Log global consensus distance @ E40B10 ===
consensus_distance=3.598



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.712


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.5961 top1= 83.8068

=== Log global consensus distance @ E40B20 ===
consensus_distance=3.650



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.909



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4715 top1= 15.2744


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5827 top1= 30.5789


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4064 top1= 35.4167

