
=== 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: 2.2286 top1= 19.6023

=== 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: 2.1656 top1= 21.0227

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3282 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2797 top1= 15.8854


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2899 top1= 15.9355

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.0948 top1= 23.0114

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.0508 top1= 23.2955

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.9843 top1= 23.0114

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5081 top1= 17.5481


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2731 top1= 23.5577


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2970 top1= 15.6350

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.9163 top1= 31.2500

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.8791 top1= 32.3864

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.8108 top1= 33.5227

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9243 top1= 18.8802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2900 top1= 45.1422


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3308 top1= 11.7688

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.7465 top1= 40.6250

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.7129 top1= 38.9205

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.6440 top1= 42.6136

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.083



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5995 top1= 19.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3290 top1= 42.9587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3938 top1= 14.8938

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.5808 top1= 48.8636

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.098



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.153


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.5493 top1= 48.2955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.113



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.179


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.4829 top1= 48.8636

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.130



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.206



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5034 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3880 top1= 41.5765


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4776 top1= 22.2756

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.4212 top1= 55.9659

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.148



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.235


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.3927 top1= 55.1136

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.265


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.3345 top1= 57.3864

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.186



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.296



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5944 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4611 top1= 41.1258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5797 top1= 25.3405

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.2797 top1= 61.9318

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.327


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.2575 top1= 60.7955

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.228



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.360


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.2074 top1= 64.2045

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.250



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.393



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.8323 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5412 top1= 41.7368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6924 top1= 28.4255

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.1597 top1= 66.7614

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.273



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.427


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.1427 top1= 65.3409

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.297



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.462


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.0973 top1= 67.8977

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.321



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.497



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.1919 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6237 top1= 42.7885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8093 top1= 30.6991

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.0559 top1= 71.3068

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.346



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.533


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.0435 top1= 68.1818

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.372



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.570


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.0003 top1= 71.5909

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.399



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.607



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.6574 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7082 top1= 43.8602


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9296 top1= 32.4419

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.9649 top1= 73.8636

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.427



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.645


[E10B10 |   4576/60000 (  8%) ] Loss: 0.9567 top1= 69.6023

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.455



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.683


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.9138 top1= 75.0000

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.484



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.722



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.2195 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7955 top1= 44.8718


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0539 top1= 33.5637

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.8844 top1= 75.8523

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.514



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.762


[E11B10 |   4576/60000 (  8%) ] Loss: 0.8812 top1= 72.7273

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.544



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.802


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.8377 top1= 80.3977

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.575



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.843



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.8706 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8864 top1= 45.5128


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1831 top1= 34.2047

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.8136 top1= 78.4091

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.607



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.884


[E12B10 |   4576/60000 (  8%) ] Loss: 0.8154 top1= 75.5682

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.640



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.926


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.7707 top1= 82.6705

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.673



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.968



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.6026 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9833 top1= 46.0537


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3208 top1= 34.7656

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.7515 top1= 80.6818

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.707



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.011


[E13B10 |   4576/60000 (  8%) ] Loss: 0.7584 top1= 78.4091

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.742



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.055


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.7121 top1= 84.3750

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.777



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.4106 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0865 top1= 46.3542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4679 top1= 35.1863

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.6973 top1= 82.3864

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.812



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.142


[E14B10 |   4576/60000 (  8%) ] Loss: 0.7092 top1= 80.6818

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.849



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.187


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.6613 top1= 85.2273

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.886



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.232



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.2866 top1= 19.1506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1961 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6252 top1= 35.6070

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.6501 top1= 83.8068

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.924



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.277


[E15B10 |   4576/60000 (  8%) ] Loss: 0.6667 top1= 81.2500

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.962



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.323


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.6170 top1= 86.6477

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.001



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.369



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.2239 top1= 19.1506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3124 top1= 47.0152


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7922 top1= 35.8974

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.6090 top1= 85.2273

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.040



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.415


[E16B10 |   4576/60000 (  8%) ] Loss: 0.6302 top1= 81.8182

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.081



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.462


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.5783 top1= 87.2159

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.121



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.508



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.2172 top1= 19.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4359 top1= 47.1154


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9688 top1= 36.1178

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.5729 top1= 86.0795

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.162



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.556


[E17B10 |   4576/60000 (  8%) ] Loss: 0.5985 top1= 82.9545

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.204



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.604


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.5445 top1= 87.5000

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.246



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.651



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=24.2574 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5664 top1= 47.2456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1537 top1= 36.3281

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.5413 top1= 86.6477

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.288



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.699


[E18B10 |   4576/60000 (  8%) ] Loss: 0.5710 top1= 84.9432

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.332



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.748


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.5147 top1= 87.5000

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.375



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.796



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=26.3395 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7032 top1= 47.4159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3461 top1= 36.4083

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.5136 top1= 87.2159

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.419



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.844


[E19B10 |   4576/60000 (  8%) ] Loss: 0.5467 top1= 85.7955

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.464



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.894


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.4886 top1= 88.0682

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.509



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.941



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.4586 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8460 top1= 47.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5445 top1= 36.5585

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.4892 top1= 87.7841

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.554



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.990


[E20B10 |   4576/60000 (  8%) ] Loss: 0.5251 top1= 86.3636

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.601



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.040


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.4654 top1= 88.9205

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.647



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.6084 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9930 top1= 47.5661


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7475 top1= 36.7188

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.4673 top1= 88.9205

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.693



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.137


[E21B10 |   4576/60000 (  8%) ] Loss: 0.5062 top1= 86.3636

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.741



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.187


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.4450 top1= 89.7727

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.788



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=32.7850 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1426 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9537 top1= 36.8690

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.4481 top1= 89.7727

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.836



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.284


[E22B10 |   4576/60000 (  8%) ] Loss: 0.4895 top1= 86.6477

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.885



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.334


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.4269 top1= 90.3409

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.934



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.383



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=34.9816 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2940 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1619 top1= 36.9892

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.4309 top1= 90.0568

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.983



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.432


[E23B10 |   4576/60000 (  8%) ] Loss: 0.4746 top1= 86.6477

=== Log global consensus distance @ E23B10 ===
consensus_distance=2.033



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.482


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.4107 top1= 90.3409

=== Log global consensus distance @ E23B20 ===
consensus_distance=2.083



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.532



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=37.1930 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4472 top1= 47.7063


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3705 top1= 37.0493

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.4156 top1= 91.4773

=== Log global consensus distance @ E24B0 ===
consensus_distance=2.133



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.582


[E24B10 |   4576/60000 (  8%) ] Loss: 0.4613 top1= 86.6477

=== Log global consensus distance @ E24B10 ===
consensus_distance=2.184



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.632


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.3963 top1= 90.9091

=== Log global consensus distance @ E24B20 ===
consensus_distance=2.235



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.682



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=39.4138 top1= 19.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6023 top1= 47.7965


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5788 top1= 37.0793

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.4020 top1= 91.7614

=== Log global consensus distance @ E25B0 ===
consensus_distance=2.287



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.733


[E25B10 |   4576/60000 (  8%) ] Loss: 0.4494 top1= 87.2159

=== Log global consensus distance @ E25B10 ===
consensus_distance=2.340



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.784


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.3833 top1= 90.9091

=== Log global consensus distance @ E25B20 ===
consensus_distance=2.392



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.835



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=41.6371 top1= 19.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7587 top1= 47.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7852 top1= 37.1795

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.3897 top1= 92.0455

=== Log global consensus distance @ E26B0 ===
consensus_distance=2.445



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.886


[E26B10 |   4576/60000 (  8%) ] Loss: 0.4388 top1= 87.5000

=== Log global consensus distance @ E26B10 ===
consensus_distance=2.499



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.938


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.3715 top1= 91.4773

=== Log global consensus distance @ E26B20 ===
consensus_distance=2.553



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.989



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=43.8574 top1= 19.2308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9155 top1= 47.8466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9876 top1= 37.2897

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.3784 top1= 92.0455

=== Log global consensus distance @ E27B0 ===
consensus_distance=2.607



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.041


[E27B10 |   4576/60000 (  8%) ] Loss: 0.4288 top1= 87.7841

=== Log global consensus distance @ E27B10 ===
consensus_distance=2.662



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.093


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.3605 top1= 91.7614

=== Log global consensus distance @ E27B20 ===
consensus_distance=2.717



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=46.0692 top1= 19.2308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0722 top1= 47.8265


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1852 top1= 37.5100

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.3681 top1= 92.0455

=== Log global consensus distance @ E28B0 ===
consensus_distance=2.773



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.197


[E28B10 |   4576/60000 (  8%) ] Loss: 0.4193 top1= 87.7841

=== Log global consensus distance @ E28B10 ===
consensus_distance=2.829



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.250


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.3505 top1= 91.4773

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.886



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.303



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=48.2659 top1= 19.2408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2279 top1= 47.8866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3770 top1= 37.7003

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3588 top1= 92.3295

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.942



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.355


[E29B10 |   4576/60000 (  8%) ] Loss: 0.4107 top1= 88.3523

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.999



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.409


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.3415 top1= 91.7614

=== Log global consensus distance @ E29B20 ===
consensus_distance=3.057



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.462



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=50.4436 top1= 19.2408


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.3824 top1= 47.9067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5609 top1= 37.9607

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.3505 top1= 92.3295

=== Log global consensus distance @ E30B0 ===
consensus_distance=3.115



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.515


[E30B10 |   4576/60000 (  8%) ] Loss: 0.4028 top1= 88.6364

=== Log global consensus distance @ E30B10 ===
consensus_distance=3.173



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.568


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.3332 top1= 91.7614

=== Log global consensus distance @ E30B20 ===
consensus_distance=3.232



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.622



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=52.5968 top1= 19.2508


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5347 top1= 47.9667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7347 top1= 38.2712

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.3429 top1= 92.0455

=== Log global consensus distance @ E31B0 ===
consensus_distance=3.291



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.675


[E31B10 |   4576/60000 (  8%) ] Loss: 0.3956 top1= 89.4886

=== Log global consensus distance @ E31B10 ===
consensus_distance=3.350



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.729


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.3258 top1= 91.7614

=== Log global consensus distance @ E31B20 ===
consensus_distance=3.410



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.783



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=54.7201 top1= 19.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6854 top1= 48.0068


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8974 top1= 38.4215

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.3359 top1= 92.3295

=== Log global consensus distance @ E32B0 ===
consensus_distance=3.470



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.835


[E32B10 |   4576/60000 (  8%) ] Loss: 0.3889 top1= 89.7727

=== Log global consensus distance @ E32B10 ===
consensus_distance=3.530



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.890


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.3190 top1= 92.0455

=== Log global consensus distance @ E32B20 ===
consensus_distance=3.591



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.945



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=56.8071 top1= 19.2909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.8329 top1= 48.0068


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0475 top1= 38.6118

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.3295 top1= 92.6136

=== Log global consensus distance @ E33B0 ===
consensus_distance=3.652



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.997


[E33B10 |   4576/60000 (  8%) ] Loss: 0.3825 top1= 89.7727

=== Log global consensus distance @ E33B10 ===
consensus_distance=3.714



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.052


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.3127 top1= 91.7614

=== Log global consensus distance @ E33B20 ===
consensus_distance=3.776



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=58.8520 top1= 19.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.9774 top1= 48.0068


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1831 top1= 38.7720

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.3235 top1= 92.6136

=== Log global consensus distance @ E34B0 ===
consensus_distance=3.837



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.159


[E34B10 |   4576/60000 (  8%) ] Loss: 0.3765 top1= 90.0568

=== Log global consensus distance @ E34B10 ===
consensus_distance=3.900



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.214


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.3068 top1= 91.7614

=== Log global consensus distance @ E34B20 ===
consensus_distance=3.963



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.269



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=60.8488 top1= 19.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1182 top1= 48.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3021 top1= 38.9724

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.3180 top1= 92.3295

=== Log global consensus distance @ E35B0 ===
consensus_distance=4.025



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.322


[E35B10 |   4576/60000 (  8%) ] Loss: 0.3709 top1= 90.0568

=== Log global consensus distance @ E35B10 ===
consensus_distance=4.089



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.377


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.3013 top1= 91.7614

=== Log global consensus distance @ E35B20 ===
consensus_distance=4.153



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.432



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=62.7934 top1= 19.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2539 top1= 48.0669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4028 top1= 39.2528

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.3129 top1= 92.6136

=== Log global consensus distance @ E36B0 ===
consensus_distance=4.216



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.485


[E36B10 |   4576/60000 (  8%) ] Loss: 0.3657 top1= 89.7727

=== Log global consensus distance @ E36B10 ===
consensus_distance=4.281



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.541


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.2961 top1= 91.7614

=== Log global consensus distance @ E36B20 ===
consensus_distance=4.346



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.596



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=64.6779 top1= 19.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3833 top1= 48.0469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4847 top1= 39.4932

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.3080 top1= 92.6136

=== Log global consensus distance @ E37B0 ===
consensus_distance=4.410



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.649


[E37B10 |   4576/60000 (  8%) ] Loss: 0.3606 top1= 90.3409

=== Log global consensus distance @ E37B10 ===
consensus_distance=4.476



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.705


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.2913 top1= 91.4773

=== Log global consensus distance @ E37B20 ===
consensus_distance=4.542



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.760



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=66.4980 top1= 19.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5050 top1= 48.1070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5463 top1= 39.7636

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.3037 top1= 92.6136

=== Log global consensus distance @ E38B0 ===
consensus_distance=4.607



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.812


[E38B10 |   4576/60000 (  8%) ] Loss: 0.3558 top1= 90.6250

=== Log global consensus distance @ E38B10 ===
consensus_distance=4.673



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.868


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.2869 top1= 91.7614

=== Log global consensus distance @ E38B20 ===
consensus_distance=4.740



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.923



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=68.2540 top1= 19.3109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6177 top1= 48.1370


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5874 top1= 40.0541

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2999 top1= 92.8977

=== Log global consensus distance @ E39B0 ===
consensus_distance=4.806



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.975


[E39B10 |   4576/60000 (  8%) ] Loss: 0.3512 top1= 90.6250

=== Log global consensus distance @ E39B10 ===
consensus_distance=4.873



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.032


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.2828 top1= 92.0455

=== Log global consensus distance @ E39B20 ===
consensus_distance=4.940



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=69.9570 top1= 19.3209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.7210 top1= 48.1671


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6076 top1= 40.3646

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.2964 top1= 92.8977

=== Log global consensus distance @ E40B0 ===
consensus_distance=5.007



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.138


[E40B10 |   4576/60000 (  8%) ] Loss: 0.3470 top1= 91.1932

=== Log global consensus distance @ E40B10 ===
consensus_distance=5.075



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.194


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.2792 top1= 92.0455

=== Log global consensus distance @ E40B20 ===
consensus_distance=5.143



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.249



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=71.5951 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.8136 top1= 48.1070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6075 top1= 40.5749

