
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> Add worker ByzantineWorker(index=11)

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

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



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2616 top1= 20.4545

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1687 top1= 32.9545

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0497 top1= 43.9203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0440 top1= 51.9431


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0403 top1= 51.0817

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.9931 top1= 41.1932

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.142



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.011


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.8357 top1= 40.9091

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.221



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.020


[E 2B20 |   8064/60000 ( 13%) ] Loss: 1.5956 top1= 50.5682

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.224



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2347 top1= 64.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2400 top1= 67.0573


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2450 top1= 66.2961

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.3961 top1= 54.8295

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.225



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.028


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.1899 top1= 60.2273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.225



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.032


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.0128 top1= 67.0455

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.227



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7017 top1= 79.0765


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6818 top1= 80.6991


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6937 top1= 79.7877

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.9805 top1= 67.8977

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.227



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.040


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.8845 top1= 73.0114

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.229



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.045


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.7933 top1= 75.2841

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.230



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5645 top1= 82.8926


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5344 top1= 84.5853


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5445 top1= 83.9042

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.8287 top1= 75.0000

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.231



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.056


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.7511 top1= 77.8409

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.232



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.061


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.7716 top1= 75.5682

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.234



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5696 top1= 82.9227


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4967 top1= 85.3365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5026 top1= 84.8758

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.8326 top1= 76.7045

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.235



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.073


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.7630 top1= 78.9773

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.237



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.080


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.8553 top1= 73.8636

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.240



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6395 top1= 81.8009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5036 top1= 84.8858


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5260 top1= 84.5653

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.9163 top1= 74.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.097


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.8642 top1= 76.9886

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.244



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.105


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.9240 top1= 73.2955

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.115



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8243 top1= 77.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5718 top1= 82.9527


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5983 top1= 81.8309

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.0957 top1= 71.5909

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.250



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.126


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.9682 top1= 73.8636

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.254



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.137


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.1605 top1= 69.3182

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.258



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9169 top1= 78.6058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6150 top1= 82.3518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6317 top1= 81.7208

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.1480 top1= 70.1705

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.259



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.160


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.0840 top1= 69.8864

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.263



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.170


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.2637 top1= 66.7614

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.265



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.177



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1103 top1= 76.2220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7109 top1= 80.3385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7116 top1= 80.3185

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.2159 top1= 69.0341

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.267



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.185


[E10B10 |   4224/60000 (  7%) ] Loss: 1.1854 top1= 69.3182

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.193


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.4039 top1= 65.9091

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.274



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.203



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2959 top1= 74.7095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7591 top1= 79.2568


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7743 top1= 78.9663

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.3880 top1= 68.4659

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.276



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.215


[E11B10 |   4224/60000 (  7%) ] Loss: 1.2128 top1= 68.4659

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.279



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.226


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.4807 top1= 65.6250

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.285



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.237



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4779 top1= 74.8698


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8116 top1= 78.2151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8275 top1= 78.2853

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.5261 top1= 66.7614

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.285



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.248


[E12B10 |   4224/60000 (  7%) ] Loss: 1.2254 top1= 69.6023

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.290



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.258


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.5159 top1= 63.6364

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.292



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.267



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5739 top1= 74.6494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8238 top1= 77.3638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8363 top1= 77.8045

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.5449 top1= 64.2045

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.294



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.279


[E13B10 |   4224/60000 (  7%) ] Loss: 1.2435 top1= 68.7500

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.294



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.284


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.5274 top1= 65.0568

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.296



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.289



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6521 top1= 74.2788


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8321 top1= 77.0032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8192 top1= 77.6643

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.5371 top1= 64.2045

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.295



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.297


[E14B10 |   4224/60000 (  7%) ] Loss: 1.2719 top1= 69.0341

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.297



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.301


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.6019 top1= 64.7727

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.300



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.309



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7729 top1= 73.6278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8452 top1= 76.8930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8342 top1= 77.4840

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.5818 top1= 63.3523

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.302



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.320


[E15B10 |   4224/60000 (  7%) ] Loss: 1.2963 top1= 67.8977

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.301



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.324


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.5913 top1= 65.3409

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.304



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.329



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8756 top1= 73.4475


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8483 top1= 76.9732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8495 top1= 77.4539

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.6028 top1= 63.6364

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.306



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.339


[E16B10 |   4224/60000 (  7%) ] Loss: 1.3144 top1= 67.6136

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.307



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.343


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.5936 top1= 65.6250

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.309



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.350



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9296 top1= 73.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8346 top1= 77.1334


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8439 top1= 77.6142

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.5720 top1= 61.3636

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.310



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.361


[E17B10 |   4224/60000 (  7%) ] Loss: 1.3240 top1= 68.1818

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.311



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.364


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.5819 top1= 66.7614

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.313



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.372



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9689 top1= 73.3073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8353 top1= 77.1935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8403 top1= 77.6342

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.5651 top1= 62.2159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.315



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.382


[E18B10 |   4224/60000 (  7%) ] Loss: 1.3279 top1= 67.3295

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.315



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.384


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.5739 top1= 67.3295

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.317



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.390



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0018 top1= 73.4275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8339 top1= 77.1334


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8344 top1= 77.7845

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.5521 top1= 63.3523

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.317



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.397


[E19B10 |   4224/60000 (  7%) ] Loss: 1.3217 top1= 67.3295

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.318



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.399


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.5510 top1= 65.9091

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.320



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.405



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0225 top1= 73.3073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8212 top1= 77.3638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8286 top1= 77.4940

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.5307 top1= 62.5000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.320



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.413


[E20B10 |   4224/60000 (  7%) ] Loss: 1.3219 top1= 68.4659

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.320



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.414


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.5538 top1= 66.7614

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.323



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.420



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0121 top1= 73.3774


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8071 top1= 77.6442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8220 top1= 77.5942

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.5043 top1= 62.7841

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.324



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.429


[E21B10 |   4224/60000 (  7%) ] Loss: 1.3126 top1= 69.0341

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.323



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.430


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.5478 top1= 67.6136

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.326



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.438



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0297 top1= 73.3073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8029 top1= 77.6943


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8187 top1= 77.7043

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.4927 top1= 62.7841

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.327



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.447


[E22B10 |   4224/60000 (  7%) ] Loss: 1.3026 top1= 69.0341

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.327



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.447


[E22B20 |   8064/60000 ( 13%) ] Loss: 1.5293 top1= 67.6136

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.329



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.453



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0438 top1= 73.2372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7944 top1= 77.8145


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8171 top1= 77.6943

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.4831 top1= 62.7841

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.330



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.462


[E23B10 |   4224/60000 (  7%) ] Loss: 1.2907 top1= 69.0341

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.330



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.463


[E23B20 |   8064/60000 ( 13%) ] Loss: 1.5092 top1= 67.3295

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.333



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0615 top1= 73.2171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7867 top1= 78.1651


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8161 top1= 77.8746

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.4744 top1= 62.5000

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.334



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.479


[E24B10 |   4224/60000 (  7%) ] Loss: 1.2861 top1= 69.3182

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.334



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.482


[E24B20 |   8064/60000 ( 13%) ] Loss: 1.4905 top1= 66.4773

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.336



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.490



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0720 top1= 73.2372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7831 top1= 78.4255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8070 top1= 77.8045

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 1.4678 top1= 61.9318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.338



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.500


[E25B10 |   4224/60000 (  7%) ] Loss: 1.2849 top1= 69.6023

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.338



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.500


[E25B20 |   8064/60000 ( 13%) ] Loss: 1.4766 top1= 66.4773

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.340



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.507



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0890 top1= 73.2171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7766 top1= 78.6358


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8043 top1= 77.9247

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 1.4581 top1= 62.5000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.342



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.518


[E26B10 |   4224/60000 (  7%) ] Loss: 1.2710 top1= 69.3182

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.342



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.520


[E26B20 |   8064/60000 ( 13%) ] Loss: 1.4590 top1= 67.3295

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.344



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.527



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0934 top1= 73.1470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7722 top1= 78.6959


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7974 top1= 77.9848

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 1.4421 top1= 62.5000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.346



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.537


[E27B10 |   4224/60000 (  7%) ] Loss: 1.2600 top1= 70.1705

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.345



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.537


[E27B20 |   8064/60000 ( 13%) ] Loss: 1.4505 top1= 67.6136

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.348



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.544



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1107 top1= 73.0369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7725 top1= 78.5657


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8008 top1= 77.8345

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 1.4370 top1= 62.7841

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.349



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.555


[E28B10 |   4224/60000 (  7%) ] Loss: 1.2551 top1= 70.7386

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.349



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.556


[E28B20 |   8064/60000 ( 13%) ] Loss: 1.4348 top1= 67.6136

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.352



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.564



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1212 top1= 73.0769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7609 top1= 78.9263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8018 top1= 77.8045

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 1.4252 top1= 63.0682

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.354



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.574


[E29B10 |   4224/60000 (  7%) ] Loss: 1.2581 top1= 70.4545

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.353



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.575


[E29B20 |   8064/60000 ( 13%) ] Loss: 1.4257 top1= 67.6136

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.356



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1309 top1= 73.1971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7509 top1= 79.1466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7980 top1= 78.0950

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 1.4192 top1= 63.0682

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.358



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.593


[E30B10 |   4224/60000 (  7%) ] Loss: 1.2454 top1= 71.0227

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.357



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.592


[E30B20 |   8064/60000 ( 13%) ] Loss: 1.4074 top1= 67.8977

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.359



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.597



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1429 top1= 73.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7521 top1= 79.0465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7905 top1= 78.3954

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 1.4005 top1= 63.9205

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.361



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.608


[E31B10 |   4224/60000 (  7%) ] Loss: 1.2362 top1= 71.0227

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.360



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.608


[E31B20 |   8064/60000 ( 13%) ] Loss: 1.4035 top1= 67.8977

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.362



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.612



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1544 top1= 73.0268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7568 top1= 78.8662


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7868 top1= 78.3454

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 1.3816 top1= 62.5000

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.363



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.620


[E32B10 |   4224/60000 (  7%) ] Loss: 1.2273 top1= 69.6023

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.362



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.617


[E32B20 |   8064/60000 ( 13%) ] Loss: 1.3998 top1= 68.1818

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.364



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.622



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1641 top1= 72.8766


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7600 top1= 78.7360


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7873 top1= 78.0950

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 1.3748 top1= 62.5000

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.365



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.628


[E33B10 |   4224/60000 (  7%) ] Loss: 1.2307 top1= 71.0227

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.364



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.623


[E33B20 |   8064/60000 ( 13%) ] Loss: 1.3827 top1= 68.4659

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.365



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.625



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1710 top1= 73.0068


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7535 top1= 78.9964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7870 top1= 78.1951

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 1.3701 top1= 63.0682

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.366



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.631


[E34B10 |   4224/60000 (  7%) ] Loss: 1.2288 top1= 70.4545

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.364



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.625


[E34B20 |   8064/60000 ( 13%) ] Loss: 1.3774 top1= 68.1818

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.365



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.628



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1699 top1= 73.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7444 top1= 79.2268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7779 top1= 78.6158

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 1.3701 top1= 64.2045

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.366



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.633


[E35B10 |   4224/60000 (  7%) ] Loss: 1.2160 top1= 68.7500

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.364



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.626


[E35B20 |   8064/60000 ( 13%) ] Loss: 1.3682 top1= 67.6136

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.365



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.628



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1693 top1= 73.1771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7384 top1= 79.3269


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7708 top1= 78.9463

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 1.3509 top1= 64.2045

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.365



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.632


[E36B10 |   4224/60000 (  7%) ] Loss: 1.2030 top1= 69.3182

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.363



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.624


[E36B20 |   8064/60000 ( 13%) ] Loss: 1.3787 top1= 68.1818

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.364



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.625



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1788 top1= 72.9467


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7420 top1= 79.2167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7726 top1= 78.7660

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 1.3360 top1= 63.0682

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.364



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.629


[E37B10 |   4224/60000 (  7%) ] Loss: 1.2005 top1= 69.3182

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.363



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.623


[E37B20 |   8064/60000 ( 13%) ] Loss: 1.3709 top1= 68.4659

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.363



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.624



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1961 top1= 72.6462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7534 top1= 78.8662


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7831 top1= 78.3454

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 1.3440 top1= 63.0682

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.364



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.625


[E38B10 |   4224/60000 (  7%) ] Loss: 1.2049 top1= 69.0341

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.362



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.619


[E38B20 |   8064/60000 ( 13%) ] Loss: 1.3452 top1= 67.8977

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.363



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.621



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2004 top1= 72.6963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7442 top1= 79.1867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7866 top1= 78.3253

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 1.3361 top1= 63.0682

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.363



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.623


[E39B10 |   4224/60000 (  7%) ] Loss: 1.2174 top1= 70.1705

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.361



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.617


[E39B20 |   8064/60000 ( 13%) ] Loss: 1.3432 top1= 67.3295

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.363



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.619



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1841 top1= 73.1070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7314 top1= 79.6575


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7641 top1= 78.9563

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 1.3309 top1= 63.9205

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.362



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.619


[E40B10 |   4224/60000 (  7%) ] Loss: 1.1923 top1= 69.3182

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.359



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.611


[E40B20 |   8064/60000 ( 13%) ] Loss: 1.3366 top1= 67.0455

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.361



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=0.612



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1686 top1= 73.1971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7236 top1= 79.9679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7513 top1= 79.1266

