
=== 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: 2.1762 top1= 23.0114

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.005



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.4181 top1= 10.7955

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.163



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=29.2724 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5512 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9170 top1=  9.7456

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 9.1551 top1=  7.1023

=== Log global consensus distance @ E2B0 ===
consensus_distance=2.342



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=0.129


[E 2B10 |   4224/60000 (  7%) ] Loss: 18.6386 top1= 11.0795

=== Log global consensus distance @ E2B10 ===
consensus_distance=2.505



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.212


[E 2B20 |   8064/60000 ( 13%) ] Loss: 7.5249 top1= 10.7955

=== Log global consensus distance @ E2B20 ===
consensus_distance=2.500



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.252



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=77.2440 top1= 13.9724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4796 top1= 18.3193


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2004 top1= 18.5497

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 8.9305 top1= 11.6477

=== Log global consensus distance @ E3B0 ===
consensus_distance=2.471



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.244


[E 3B10 |   4224/60000 (  7%) ] Loss: 8.4081 top1= 16.4773

=== Log global consensus distance @ E3B10 ===
consensus_distance=2.455



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.268


[E 3B20 |   8064/60000 ( 13%) ] Loss: 7.0227 top1= 18.1818

=== Log global consensus distance @ E3B20 ===
consensus_distance=2.453



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.290



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=162.2854 top1= 16.1759


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7699 top1=  6.9712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9551 top1= 11.3982

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 15.8047 top1= 12.2159

=== Log global consensus distance @ E4B0 ===
consensus_distance=2.421



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.342


[E 4B10 |   4224/60000 (  7%) ] Loss: 9.7639 top1= 14.4886

=== Log global consensus distance @ E4B10 ===
consensus_distance=2.426



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.444


[E 4B20 |   8064/60000 ( 13%) ] Loss: 12.8092 top1= 15.0568

=== Log global consensus distance @ E4B20 ===
consensus_distance=2.471



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=0.604



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=202.3209 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2020 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6045 top1=  9.7957

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 17.3053 top1= 12.7841

=== Log global consensus distance @ E5B0 ===
consensus_distance=2.490



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=0.681


[E 5B10 |   4224/60000 (  7%) ] Loss: 15.0367 top1= 12.2159

=== Log global consensus distance @ E5B10 ===
consensus_distance=2.485



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.131
clique2_consensus_distance=0.725


[E 5B20 |   8064/60000 ( 13%) ] Loss: 23.2369 top1= 12.2159

=== Log global consensus distance @ E5B20 ===
consensus_distance=2.495



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=0.995



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=376.1825 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.9399 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=32.3380 top1=  9.7456

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 50.7972 top1=  4.2614

=== Log global consensus distance @ E6B0 ===
consensus_distance=2.451



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=0.994


[E 6B10 |   4224/60000 (  7%) ] Loss: 39.5677 top1= 11.9318

=== Log global consensus distance @ E6B10 ===
consensus_distance=2.442



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=1.186


[E 6B20 |   8064/60000 ( 13%) ] Loss: 47.4181 top1= 11.6477

=== Log global consensus distance @ E6B20 ===
consensus_distance=2.498



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.134
clique2_consensus_distance=1.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=562.7651 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=14.9828 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=82.3030 top1=  9.7456

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 80.5395 top1=  3.6932

=== Log global consensus distance @ E7B0 ===
consensus_distance=2.503



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.134
clique2_consensus_distance=1.120


[E 7B10 |   4224/60000 (  7%) ] Loss: 53.8915 top1= 11.9318

=== Log global consensus distance @ E7B10 ===
consensus_distance=2.394



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=1.469


[E 7B20 |   8064/60000 ( 13%) ] Loss: 46.2198 top1= 11.6477

=== Log global consensus distance @ E7B20 ===
consensus_distance=2.438



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.131
clique2_consensus_distance=1.615



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=567.2335 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=17.8428 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.1195 top1=  9.7456

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 62.6860 top1= 11.6477

=== Log global consensus distance @ E8B0 ===
consensus_distance=2.478



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.136
clique2_consensus_distance=1.669


[E 8B10 |   4224/60000 (  7%) ] Loss: 56.3422 top1=  5.3977

=== Log global consensus distance @ E8B10 ===
consensus_distance=2.491



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.136
clique2_consensus_distance=1.869


[E 8B20 |   8064/60000 ( 13%) ] Loss: 56.1984 top1= 11.6477

=== Log global consensus distance @ E8B20 ===
consensus_distance=2.485



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=1.840



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=655.3136 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=19.2277 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=47.8159 top1=  9.7456

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 65.9606 top1= 11.0795

=== Log global consensus distance @ E9B0 ===
consensus_distance=2.544



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.136
clique2_consensus_distance=2.347


[E 9B10 |   4224/60000 (  7%) ] Loss: 61.2372 top1= 11.9318

=== Log global consensus distance @ E9B10 ===
consensus_distance=2.518



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=2.279


[E 9B20 |   8064/60000 ( 13%) ] Loss: 51.3053 top1= 11.6477

=== Log global consensus distance @ E9B20 ===
consensus_distance=2.571



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=2.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=532.4288 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=20.6499 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=31.9250 top1=  9.7456

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 66.0693 top1=  4.2614

=== Log global consensus distance @ E10B0 ===
consensus_distance=2.580



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.141
clique2_consensus_distance=2.129


[E10B10 |   4224/60000 (  7%) ] Loss: 56.3026 top1= 11.9318

=== Log global consensus distance @ E10B10 ===
consensus_distance=2.591



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=2.154


[E10B20 |   8064/60000 ( 13%) ] Loss: 54.5044 top1= 11.0795

=== Log global consensus distance @ E10B20 ===
consensus_distance=2.623



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.138
clique2_consensus_distance=2.632



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=618.1477 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=22.0933 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=32.8065 top1=  9.7456

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 78.9318 top1=  3.4091

=== Log global consensus distance @ E11B0 ===
consensus_distance=2.627



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.138
clique2_consensus_distance=2.811


[E11B10 |   4224/60000 (  7%) ] Loss: 51.8158 top1= 10.7955

=== Log global consensus distance @ E11B10 ===
consensus_distance=2.651



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=2.835


[E11B20 |   8064/60000 ( 13%) ] Loss: 55.9653 top1=  5.3977

=== Log global consensus distance @ E11B20 ===
consensus_distance=2.616



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=2.672



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=619.7841 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=24.2523 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=44.6958 top1=  9.7456

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 79.6934 top1=  2.8409

=== Log global consensus distance @ E12B0 ===
consensus_distance=2.628



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=2.847


[E12B10 |   4224/60000 (  7%) ] Loss: 57.2313 top1= 10.2273

=== Log global consensus distance @ E12B10 ===
consensus_distance=2.649



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.136
clique2_consensus_distance=2.656


[E12B20 |   8064/60000 ( 13%) ] Loss: 64.6025 top1= 10.5114

=== Log global consensus distance @ E12B20 ===
consensus_distance=2.707



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=2.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=646.3650 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=26.1705 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=65.6802 top1=  9.7456

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 75.4568 top1= 10.2273

=== Log global consensus distance @ E13B0 ===
consensus_distance=2.689



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=2.486


[E13B10 |   4224/60000 (  7%) ] Loss: 60.8312 top1= 11.3636

=== Log global consensus distance @ E13B10 ===
consensus_distance=2.597



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=2.689


[E13B20 |   8064/60000 ( 13%) ] Loss: 67.8623 top1= 10.7955

=== Log global consensus distance @ E13B20 ===
consensus_distance=2.585



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.131
clique2_consensus_distance=2.683



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=676.2257 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=27.3284 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=124.6254 top1=  9.7456

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 127.5508 top1=  2.2727

=== Log global consensus distance @ E14B0 ===
consensus_distance=2.749



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.134
clique2_consensus_distance=2.352


[E14B10 |   4224/60000 (  7%) ] Loss: 89.6636 top1= 11.0795

=== Log global consensus distance @ E14B10 ===
consensus_distance=2.507



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=2.273


[E14B20 |   8064/60000 ( 13%) ] Loss: 113.2021 top1= 10.7955

=== Log global consensus distance @ E14B20 ===
consensus_distance=2.606



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=1.847



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=772.2944 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.9019 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5757 top1=  9.7456

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 121.2473 top1=  9.9432

=== Log global consensus distance @ E15B0 ===
consensus_distance=2.266



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=1.314


[E15B10 |   4224/60000 (  7%) ] Loss: 104.6650 top1= 10.5114

=== Log global consensus distance @ E15B10 ===
consensus_distance=2.199



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=1.020


[E15B20 |   8064/60000 ( 13%) ] Loss: 117.1205 top1=  3.4091

=== Log global consensus distance @ E15B20 ===
consensus_distance=2.295



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=0.867



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=745.8927 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=11.7029 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=44.8780 top1=  9.7456

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 131.4096 top1=  2.5568

=== Log global consensus distance @ E16B0 ===
consensus_distance=2.195



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=0.848


[E16B10 |   4224/60000 (  7%) ] Loss: 117.7219 top1= 10.7955

=== Log global consensus distance @ E16B10 ===
consensus_distance=2.403



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=1.011


[E16B20 |   8064/60000 ( 13%) ] Loss: 125.4663 top1= 10.7955

=== Log global consensus distance @ E16B20 ===
consensus_distance=2.393



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=0.962



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=792.1878 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=87.7303 top1=  9.7356


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1977 top1=  9.7456

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 149.8986 top1=  2.5568

=== Log global consensus distance @ E17B0 ===
consensus_distance=2.404



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=1.063


[E17B10 |   4224/60000 (  7%) ] Loss: 119.0054 top1= 11.0795

=== Log global consensus distance @ E17B10 ===
consensus_distance=2.395



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=0.855


[E17B20 |   8064/60000 ( 13%) ] Loss: 129.4251 top1= 10.5114

=== Log global consensus distance @ E17B20 ===
consensus_distance=2.536



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=0.871



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=849.7559 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=70.7397 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=129.8205 top1=  9.7456

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 173.6298 top1=  9.9432

=== Log global consensus distance @ E18B0 ===
consensus_distance=2.602



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=0.877


[E18B10 |   4224/60000 (  7%) ] Loss: 113.6554 top1= 10.5114

=== Log global consensus distance @ E18B10 ===
consensus_distance=2.233



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.111
clique2_consensus_distance=0.894


[E18B20 |   8064/60000 ( 13%) ] Loss: 119.7967 top1=  3.1250

=== Log global consensus distance @ E18B20 ===
consensus_distance=2.181



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=0.860



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=767.9261 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9100 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=110.7114 top1=  9.7456

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 159.7575 top1=  2.5568

=== Log global consensus distance @ E19B0 ===
consensus_distance=2.423



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.114
clique2_consensus_distance=1.054


[E19B10 |   4224/60000 (  7%) ] Loss: 131.6850 top1= 11.0795

=== Log global consensus distance @ E19B10 ===
consensus_distance=2.401



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=0.906


[E19B20 |   8064/60000 ( 13%) ] Loss: 112.6353 top1= 10.5114

=== Log global consensus distance @ E19B20 ===
consensus_distance=2.213



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=0.882



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=781.3632 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=63.5176 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=76.8729 top1=  9.7456

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 144.7176 top1=  2.8409

=== Log global consensus distance @ E20B0 ===
consensus_distance=2.538



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=0.891


[E20B10 |   4224/60000 (  7%) ] Loss: 125.2011 top1= 10.5114

=== Log global consensus distance @ E20B10 ===
consensus_distance=2.425



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=0.963


[E20B20 |   8064/60000 ( 13%) ] Loss: 122.6788 top1= 10.7955

=== Log global consensus distance @ E20B20 ===
consensus_distance=2.210



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=0.877



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=696.0956 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=21.2344 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=38.2591 top1=  9.7456

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 127.4172 top1=  9.9432

=== Log global consensus distance @ E21B0 ===
consensus_distance=2.291



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=0.887


[E21B10 |   4224/60000 (  7%) ] Loss: 124.5092 top1= 10.5114

=== Log global consensus distance @ E21B10 ===
consensus_distance=2.421



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.111
clique2_consensus_distance=1.032


[E21B20 |   8064/60000 ( 13%) ] Loss: 128.8273 top1= 10.5114

=== Log global consensus distance @ E21B20 ===
consensus_distance=2.509



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=0.896



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=786.9439 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=31.7673 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=115.6932 top1=  9.7456

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 158.2429 top1=  2.8409

=== Log global consensus distance @ E22B0 ===
consensus_distance=2.482



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.955


[E22B10 |   4224/60000 (  7%) ] Loss: 118.5700 top1= 11.0795

=== Log global consensus distance @ E22B10 ===
consensus_distance=2.361



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=0.896


[E22B20 |   8064/60000 ( 13%) ] Loss: 131.7963 top1= 10.5114

=== Log global consensus distance @ E22B20 ===
consensus_distance=2.431



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=0.970



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=631.1733 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=31.8110 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=37.2372 top1=  9.7456

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 134.8053 top1=  3.1250

=== Log global consensus distance @ E23B0 ===
consensus_distance=2.282



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.126
clique2_consensus_distance=0.898


[E23B10 |   4224/60000 (  7%) ] Loss: 117.0777 top1= 11.0795

=== Log global consensus distance @ E23B10 ===
consensus_distance=2.359



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.115
clique2_consensus_distance=0.919


[E23B20 |   8064/60000 ( 13%) ] Loss: 118.4072 top1=  9.9432

=== Log global consensus distance @ E23B20 ===
consensus_distance=2.310



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=0.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=731.4692 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=26.0943 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.5678 top1=  9.7456

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 124.7260 top1=  9.9432

=== Log global consensus distance @ E24B0 ===
consensus_distance=2.271



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=0.906


[E24B10 |   4224/60000 (  7%) ] Loss: 113.2448 top1= 10.5114

=== Log global consensus distance @ E24B10 ===
consensus_distance=2.413



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.123
clique2_consensus_distance=0.914


[E24B20 |   8064/60000 ( 13%) ] Loss: 108.9371 top1=  9.9432

=== Log global consensus distance @ E24B20 ===
consensus_distance=2.281



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=0.915



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=782.3351 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=19.4597 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=117.1129 top1=  9.7456

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 147.8199 top1=  9.9432

=== Log global consensus distance @ E25B0 ===
consensus_distance=2.486



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=1.028


[E25B10 |   4224/60000 (  7%) ] Loss: 119.6042 top1= 10.7955

=== Log global consensus distance @ E25B10 ===
consensus_distance=2.405



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=0.965


[E25B20 |   8064/60000 ( 13%) ] Loss: 115.9051 top1=  3.1250

=== Log global consensus distance @ E25B20 ===
consensus_distance=2.281



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.916



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=747.3540 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.1675 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=99.1878 top1=  9.7456

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 136.8562 top1=  9.6591

=== Log global consensus distance @ E26B0 ===
consensus_distance=2.449



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=1.048


[E26B10 |   4224/60000 (  7%) ] Loss: 112.3424 top1= 10.5114

=== Log global consensus distance @ E26B10 ===
consensus_distance=2.274



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=0.950


[E26B20 |   8064/60000 ( 13%) ] Loss: 105.9571 top1=  9.9432

=== Log global consensus distance @ E26B20 ===
consensus_distance=2.273



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=0.965



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=721.7518 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.6133 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=106.5795 top1=  9.7456

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 127.9915 top1=  9.6591

=== Log global consensus distance @ E27B0 ===
consensus_distance=2.485



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=1.117


[E27B10 |   4224/60000 (  7%) ] Loss: 108.8817 top1=  6.2500

=== Log global consensus distance @ E27B10 ===
consensus_distance=2.294



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=1.013


[E27B20 |   8064/60000 ( 13%) ] Loss: 109.2696 top1= 10.7955

=== Log global consensus distance @ E27B20 ===
consensus_distance=2.288



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=1.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=667.6788 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4462 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=15.0884 top1=  9.7456

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 117.7943 top1=  9.9432

=== Log global consensus distance @ E28B0 ===
consensus_distance=2.299



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=1.044


[E28B10 |   4224/60000 (  7%) ] Loss: 106.2763 top1= 10.5114

=== Log global consensus distance @ E28B10 ===
consensus_distance=2.302



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=1.056


[E28B20 |   8064/60000 ( 13%) ] Loss: 102.7880 top1=  9.9432

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.299



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=1.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=682.4389 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5820 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.6315 top1=  9.7456

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 117.6434 top1=  2.5568

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.301



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=1.079


[E29B10 |   4224/60000 (  7%) ] Loss: 106.1777 top1= 11.0795

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.301



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=1.083


[E29B20 |   8064/60000 ( 13%) ] Loss: 99.5419 top1=  9.9432

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.328



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=1.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=678.9784 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5994 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6461 top1=  9.7456

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 112.1593 top1=  9.9432

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.318



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=1.078


[E30B10 |   4224/60000 (  7%) ] Loss: 105.4984 top1= 11.0795

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.322



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=1.060


[E30B20 |   8064/60000 ( 13%) ] Loss: 100.7476 top1= 10.7955

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.310



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=1.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=672.7726 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5797 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4437 top1=  9.7456

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 109.9784 top1=  9.9432

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.310



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=1.023


[E31B10 |   4224/60000 (  7%) ] Loss: 97.2330 top1= 10.7955

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.324



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=0.999


[E31B20 |   8064/60000 ( 13%) ] Loss: 102.6540 top1= 10.7955

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.310



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=0.971



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=670.9375 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=16.2789 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3231 top1=  9.7456

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 116.1191 top1=  2.2727

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.298



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.954


[E32B10 |   4224/60000 (  7%) ] Loss: 98.7623 top1=  5.9659

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.306



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=0.929


[E32B20 |   8064/60000 ( 13%) ] Loss: 101.7844 top1=  3.9773

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.321



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.123
clique2_consensus_distance=0.909



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=658.8700 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=13.0630 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2169 top1=  9.7456

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 107.5233 top1=  3.6932

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.297



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=0.896


[E33B10 |   4224/60000 (  7%) ] Loss: 100.4369 top1=  4.8295

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.300



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=0.880


[E33B20 |   8064/60000 ( 13%) ] Loss: 101.3699 top1= 10.5114

=== Log global consensus distance @ E33B20 ===
consensus_distance=2.319



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.865



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=667.4886 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=11.8646 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1335 top1=  9.7456

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 108.9437 top1=  9.9432

=== Log global consensus distance @ E34B0 ===
consensus_distance=2.296



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.857


[E34B10 |   4224/60000 (  7%) ] Loss: 95.8145 top1= 10.5114

=== Log global consensus distance @ E34B10 ===
consensus_distance=2.300



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=0.846


[E34B20 |   8064/60000 ( 13%) ] Loss: 101.4764 top1= 10.7955

=== Log global consensus distance @ E34B20 ===
consensus_distance=2.320



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.836



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=652.7268 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=13.6960 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9160 top1=  9.7456

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 114.5279 top1=  2.8409

=== Log global consensus distance @ E35B0 ===
consensus_distance=2.292



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=0.830


[E35B10 |   4224/60000 (  7%) ] Loss: 99.5912 top1= 11.0795

=== Log global consensus distance @ E35B10 ===
consensus_distance=2.294



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.120
clique2_consensus_distance=0.820


[E35B20 |   8064/60000 ( 13%) ] Loss: 99.7083 top1= 10.2273

=== Log global consensus distance @ E35B20 ===
consensus_distance=2.331



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.811



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=647.7998 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=13.2186 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7836 top1=  9.7456

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 103.3833 top1=  9.6591

=== Log global consensus distance @ E36B0 ===
consensus_distance=2.308



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=0.807


[E36B10 |   4224/60000 (  7%) ] Loss: 94.7501 top1=  7.9545

=== Log global consensus distance @ E36B10 ===
consensus_distance=2.303



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=0.796


[E36B20 |   8064/60000 ( 13%) ] Loss: 98.1725 top1= 10.2273

=== Log global consensus distance @ E36B20 ===
consensus_distance=2.326



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.784



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=634.4230 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=9.4947 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6127 top1=  9.7456

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 108.4308 top1=  2.8409

=== Log global consensus distance @ E37B0 ===
consensus_distance=2.298



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=0.780


[E37B10 |   4224/60000 (  7%) ] Loss: 97.7415 top1= 11.0795

=== Log global consensus distance @ E37B10 ===
consensus_distance=2.298



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=0.766


[E37B20 |   8064/60000 ( 13%) ] Loss: 98.2350 top1= 10.2273

=== Log global consensus distance @ E37B20 ===
consensus_distance=2.347



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.758



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=639.0332 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.0947 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6027 top1=  9.7456

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 105.1434 top1=  9.9432

=== Log global consensus distance @ E38B0 ===
consensus_distance=2.317



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=0.752


[E38B10 |   4224/60000 (  7%) ] Loss: 93.4960 top1= 10.2273

=== Log global consensus distance @ E38B10 ===
consensus_distance=2.325



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.123
clique2_consensus_distance=0.744


[E38B20 |   8064/60000 ( 13%) ] Loss: 102.4857 top1= 10.5114

=== Log global consensus distance @ E38B20 ===
consensus_distance=2.382



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.123
clique2_consensus_distance=0.739



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=675.5964 top1= 10.0962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.5496 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=70.8449 top1=  9.7456

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 125.7123 top1=  1.9886

=== Log global consensus distance @ E39B0 ===
consensus_distance=2.445



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.125
clique2_consensus_distance=0.743


[E39B10 |   4224/60000 (  7%) ] Loss: 98.4130 top1= 11.0795

=== Log global consensus distance @ E39B10 ===
consensus_distance=2.365



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.705


[E39B20 |   8064/60000 ( 13%) ] Loss: 104.2221 top1= 10.5114

=== Log global consensus distance @ E39B20 ===
consensus_distance=2.394



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.706



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=656.1130 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.3649 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=39.7575 top1=  9.7456

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 106.5049 top1=  9.9432

=== Log global consensus distance @ E40B0 ===
consensus_distance=2.395



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.125
clique2_consensus_distance=0.689


[E40B10 |   4224/60000 (  7%) ] Loss: 95.0612 top1= 11.0795

=== Log global consensus distance @ E40B10 ===
consensus_distance=2.355



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=0.681


[E40B20 |   8064/60000 ( 13%) ] Loss: 101.6937 top1= 10.5114

=== Log global consensus distance @ E40B20 ===
consensus_distance=2.401



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=0.679



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=653.2625 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3022 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=37.3991 top1=  9.7456

