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

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 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 |   4224/60000 (  7%) ] Loss: 2.1953 top1= 24.4318

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.002



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1397 top1= 13.3523

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4596 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5151 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5098 top1=  9.7456

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.5939 top1=  9.9432

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.011


[E 2B10 |   4224/60000 (  7%) ] Loss: 3.1611 top1= 10.7955

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.018


[E 2B20 |   8064/60000 ( 13%) ] Loss: 3.6503 top1= 11.0795

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0557 top1= 11.3582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6906 top1= 12.0192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7336 top1=  9.7456

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 4.0378 top1=  9.9432

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.040


[E 3B10 |   4224/60000 (  7%) ] Loss: 4.2098 top1= 11.0795

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.057


[E 3B20 |   8064/60000 ( 13%) ] Loss: 4.4406 top1= 11.3636

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.8334 top1= 18.4395


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5601 top1= 18.6799


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5698 top1= 17.3878

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 4.6864 top1= 10.2273

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.098


[E 4B10 |   4224/60000 (  7%) ] Loss: 4.7428 top1= 11.3636

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.086



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.122


[E 4B20 |   8064/60000 ( 13%) ] Loss: 4.9264 top1= 11.0795

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.3870 top1= 18.7800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4087 top1= 17.7885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1110 top1= 18.3694

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 5.0508 top1= 10.5114

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.100



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.182


[E 5B10 |   4224/60000 (  7%) ] Loss: 4.8805 top1= 11.6477

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.221


[E 5B20 |   8064/60000 ( 13%) ] Loss: 4.8394 top1= 11.0795

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.121



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.272



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.1259 top1= 18.0589


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1425 top1= 16.7167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5261 top1= 18.5998

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 4.6489 top1=  9.9432

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.138



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.347


[E 6B10 |   4224/60000 (  7%) ] Loss: 4.0694 top1= 14.2045

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.160



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.443


[E 6B20 |   8064/60000 ( 13%) ] Loss: 3.9482 top1= 15.0568

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.183



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.550



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.3191 top1= 18.2893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.1921 top1= 15.6651


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3424 top1= 18.7901

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 4.0297 top1= 12.5000

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.658


[E 7B10 |   4224/60000 (  7%) ] Loss: 3.8440 top1= 16.4773

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.229



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.756


[E 7B20 |   8064/60000 ( 13%) ] Loss: 4.0141 top1= 17.6136

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.252



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.858



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.4986 top1= 18.2392


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.3955 top1= 14.8638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3933 top1= 18.8802

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 4.2406 top1= 13.3523

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.274



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.955


[E 8B10 |   4224/60000 (  7%) ] Loss: 4.0069 top1= 18.1818

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.293



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.039


[E 8B20 |   8064/60000 ( 13%) ] Loss: 4.1894 top1= 18.7500

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.312



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.5915 top1= 18.1090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.3028 top1= 14.0024


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5028 top1= 18.9303

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 4.4390 top1= 13.6364

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.329



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.199


[E 9B10 |   4224/60000 (  7%) ] Loss: 4.1333 top1= 19.0341

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.343



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.261


[E 9B20 |   8064/60000 ( 13%) ] Loss: 4.3298 top1= 18.1818

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.358



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.325



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.6746 top1= 18.8902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.8620 top1= 15.0441


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5842 top1= 19.0304

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 4.4267 top1= 19.3182

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.370



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.380


[E10B10 |   4224/60000 (  7%) ] Loss: 4.2285 top1= 19.0341

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.380



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.423


[E10B20 |   8064/60000 ( 13%) ] Loss: 4.4140 top1= 19.6023

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.391



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=27.1044 top1= 18.9203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.2477 top1= 15.0641


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6567 top1= 19.0004

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 4.5072 top1= 19.6023

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.400



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.509


[E11B10 |   4224/60000 (  7%) ] Loss: 4.2872 top1= 19.6023

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.406



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.536


[E11B20 |   8064/60000 ( 13%) ] Loss: 4.4696 top1= 20.4545

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.414



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.569



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.0504 top1= 18.9904


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.4906 top1= 15.2945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7085 top1= 19.0004

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 4.5606 top1= 19.8864

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.419



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.596


[E12B10 |   4224/60000 (  7%) ] Loss: 4.3263 top1= 19.8864

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.423



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.612


[E12B20 |   8064/60000 ( 13%) ] Loss: 4.4965 top1= 20.1705

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.429



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.637



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.7286 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.6228 top1= 15.5549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7273 top1= 19.0104

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 4.5857 top1= 19.8864

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.434



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.659


[E13B10 |   4224/60000 (  7%) ] Loss: 4.3180 top1= 20.4545

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.438



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.672


[E13B20 |   8064/60000 ( 13%) ] Loss: 4.4532 top1= 19.6023

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.448



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.705



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=29.3772 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.4329 top1= 15.9355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5302 top1= 19.0304

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 4.4754 top1= 19.8864

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.462



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.747


[E14B10 |   4224/60000 (  7%) ] Loss: 4.0899 top1= 20.7386

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.484



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.809


[E14B20 |   8064/60000 ( 13%) ] Loss: 3.9312 top1= 20.1705

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.522



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.922



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.6141 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.7873 top1= 15.8854


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3929 top1= 19.4010

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 3.6060 top1= 21.8750

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.575



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.081


[E15B10 |   4224/60000 (  7%) ] Loss: 3.2886 top1= 23.2955

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.634



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.262


[E15B20 |   8064/60000 ( 13%) ] Loss: 3.2622 top1= 16.4773

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.681



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.3997 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4814 top1= 17.5581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2847 top1= 23.8381

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 3.2987 top1= 19.8864

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.691



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.449


[E16B10 |   4224/60000 (  7%) ] Loss: 2.2186 top1= 22.4432

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.605



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.117


[E16B20 |   8064/60000 ( 13%) ] Loss: 2.0163 top1= 23.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.471



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.605



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5247 top1= 21.7949


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2576 top1= 17.1174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3372 top1= 23.4675

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.9774 top1= 23.5795

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.353



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.161


[E17B10 |   4224/60000 (  7%) ] Loss: 1.9065 top1= 26.4205

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.254



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.791


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.9139 top1= 26.9886

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.496



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4414 top1= 20.9736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2481 top1= 17.3077


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4781 top1= 25.0501

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.9217 top1= 27.2727

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.121



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.293


[E18B10 |   4224/60000 (  7%) ] Loss: 1.8706 top1= 29.5455

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.095



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.179


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.9219 top1= 27.8409

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.081



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.118



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.7579 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2715 top1= 20.5028


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7645 top1= 23.7079

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 2.0093 top1= 26.9886

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.086


[E19B10 |   4224/60000 (  7%) ] Loss: 1.9645 top1= 28.9773

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.068



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.071


[E19B20 |   8064/60000 ( 13%) ] Loss: 2.1310 top1= 26.9886

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=29.3873 top1= 18.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3296 top1= 15.4848


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0303 top1= 21.6947

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 2.2571 top1= 26.4205

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.066


[E20B10 |   4224/60000 (  7%) ] Loss: 2.1041 top1= 28.9773

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.070


[E20B20 |   8064/60000 ( 13%) ] Loss: 2.3118 top1= 26.1364

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=39.6833 top1= 18.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3596 top1= 12.9207


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3404 top1= 21.1839

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 2.4272 top1= 26.4205

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.081


[E21B10 |   4224/60000 (  7%) ] Loss: 2.1550 top1= 28.4091

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.086


[E21B20 |   8064/60000 ( 13%) ] Loss: 2.3690 top1= 26.1364

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=43.7572 top1= 18.7400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3753 top1= 12.2196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5642 top1= 20.8734

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 2.4414 top1= 26.4205

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.094


[E22B10 |   4224/60000 (  7%) ] Loss: 2.1589 top1= 28.4091

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.096


[E22B20 |   8064/60000 ( 13%) ] Loss: 2.3923 top1= 26.4205

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=44.9979 top1= 18.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3800 top1= 12.3297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6714 top1= 20.8333

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 2.4385 top1= 26.7045

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.102


[E23B10 |   4224/60000 (  7%) ] Loss: 2.1560 top1= 29.2614

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.103


[E23B20 |   8064/60000 ( 13%) ] Loss: 2.3772 top1= 26.7045

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.4060 top1= 18.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3788 top1= 12.5000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7347 top1= 20.8734

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 2.4295 top1= 26.9886

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.107


[E24B10 |   4224/60000 (  7%) ] Loss: 2.1422 top1= 28.9773

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.072



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.108


[E24B20 |   8064/60000 ( 13%) ] Loss: 2.3679 top1= 26.9886

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.7139 top1= 18.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3769 top1= 12.8706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7795 top1= 20.8534

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 2.4231 top1= 26.7045

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.111


[E25B10 |   4224/60000 (  7%) ] Loss: 2.1366 top1= 29.5455

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.111


[E25B20 |   8064/60000 ( 13%) ] Loss: 2.3609 top1= 27.8409

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.7921 top1= 18.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3759 top1= 13.2412


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7977 top1= 20.9535

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 2.4193 top1= 26.4205

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.113


[E26B10 |   4224/60000 (  7%) ] Loss: 2.1385 top1= 30.1136

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.113


[E26B20 |   8064/60000 ( 13%) ] Loss: 2.3603 top1= 27.8409

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.7808 top1= 18.4996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3751 top1= 13.5717


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8126 top1= 20.9435

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 2.4180 top1= 26.4205

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.115


[E27B10 |   4224/60000 (  7%) ] Loss: 2.1367 top1= 30.1136

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.115


[E27B20 |   8064/60000 ( 13%) ] Loss: 2.3585 top1= 27.8409

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.115



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.8577 top1= 18.4796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3749 top1= 13.7921


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8163 top1= 20.9836

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 2.4142 top1= 26.1364

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.116


[E28B10 |   4224/60000 (  7%) ] Loss: 2.1396 top1= 30.1136

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.116


[E28B20 |   8064/60000 ( 13%) ] Loss: 2.3595 top1= 28.1250

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.8663 top1= 18.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3751 top1= 13.9123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8293 top1= 21.0637

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 2.4101 top1= 26.4205

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.117


[E29B10 |   4224/60000 (  7%) ] Loss: 2.1408 top1= 30.1136

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.117


[E29B20 |   8064/60000 ( 13%) ] Loss: 2.3590 top1= 28.1250

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.117



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.8410 top1= 18.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3742 top1= 14.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8366 top1= 21.0837

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 2.4158 top1= 26.7045

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.118


[E30B10 |   4224/60000 (  7%) ] Loss: 2.1374 top1= 30.1136

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.118


[E30B20 |   8064/60000 ( 13%) ] Loss: 2.3579 top1= 28.1250

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.117



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.8221 top1= 18.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3742 top1= 14.4431


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8432 top1= 21.0938

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 2.4154 top1= 26.7045

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.119


[E31B10 |   4224/60000 (  7%) ] Loss: 2.1426 top1= 29.8295

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.119


[E31B20 |   8064/60000 ( 13%) ] Loss: 2.3643 top1= 28.1250

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.118



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.8400 top1= 18.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3742 top1= 14.6635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8579 top1= 21.0737

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 2.4178 top1= 26.4205

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.119


[E32B10 |   4224/60000 (  7%) ] Loss: 2.1421 top1= 29.8295

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.119


[E32B20 |   8064/60000 ( 13%) ] Loss: 2.3624 top1= 28.1250

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.7667 top1= 18.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3734 top1= 14.8938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8659 top1= 21.1238

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 2.4265 top1= 26.7045

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.120


[E33B10 |   4224/60000 (  7%) ] Loss: 2.1432 top1= 29.8295

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.120


[E33B20 |   8064/60000 ( 13%) ] Loss: 2.3610 top1= 28.1250

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.074



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.7207 top1= 18.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3722 top1= 15.3446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8671 top1= 21.0938

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 2.4406 top1= 26.7045

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.121


[E34B10 |   4224/60000 (  7%) ] Loss: 2.1482 top1= 29.8295

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.121


[E34B20 |   8064/60000 ( 13%) ] Loss: 2.3647 top1= 28.1250

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.8249 top1= 18.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3742 top1= 15.1643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8847 top1= 21.1438

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 2.4250 top1= 26.7045

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.121


[E35B10 |   4224/60000 (  7%) ] Loss: 2.1502 top1= 29.8295

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.121


[E35B20 |   8064/60000 ( 13%) ] Loss: 2.3660 top1= 28.1250

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.121



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.7470 top1= 18.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3729 top1= 15.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8836 top1= 21.1639

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 2.4388 top1= 26.7045

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.122


[E36B10 |   4224/60000 (  7%) ] Loss: 2.1529 top1= 30.1136

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.122


[E36B20 |   8064/60000 ( 13%) ] Loss: 2.3652 top1= 27.8409

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.121



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.7601 top1= 18.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3731 top1= 15.6450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8924 top1= 21.2139

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 2.4413 top1= 26.7045

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.123


[E37B10 |   4224/60000 (  7%) ] Loss: 2.1619 top1= 30.1136

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.122


[E37B20 |   8064/60000 ( 13%) ] Loss: 2.3732 top1= 27.8409

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.122



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.5784 top1= 18.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3723 top1= 16.0056


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9025 top1= 21.2440

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 2.4542 top1= 26.4205

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.123


[E38B10 |   4224/60000 (  7%) ] Loss: 2.1649 top1= 30.1136

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.123


[E38B20 |   8064/60000 ( 13%) ] Loss: 2.3743 top1= 27.8409

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.122



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.7149 top1= 18.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3744 top1= 15.7552


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9054 top1= 21.2740

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 2.4338 top1= 26.4205

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.123


[E39B10 |   4224/60000 (  7%) ] Loss: 2.1687 top1= 30.1136

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.123


[E39B20 |   8064/60000 ( 13%) ] Loss: 2.3746 top1= 27.8409

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.5770 top1= 18.5497


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3728 top1= 16.2360


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9170 top1= 21.3241

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 2.4584 top1= 26.4205

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.124


[E40B10 |   4224/60000 (  7%) ] Loss: 2.1695 top1= 30.1136

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.076



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.124


[E40B20 |   8064/60000 ( 13%) ] Loss: 2.3741 top1= 27.5568

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.5895 top1= 18.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3732 top1= 16.2460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9236 top1= 21.3442

