
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> 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=0.001



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.3996 top1= 87.2159

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.488



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=1.631


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2063 top1= 94.3182

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.989



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.476



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0530 top1= 30.8594


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3995 top1= 40.0942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6582 top1= 42.3678

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1274 top1= 96.5909

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.189



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.246


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1265 top1= 95.7386

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.191



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.317


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1406 top1= 95.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.130



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5311 top1= 26.9431


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8505 top1= 45.8634


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0501 top1= 44.8918

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0880 top1= 97.1591

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.064



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.920


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0875 top1= 97.4432

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.016



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.774


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1008 top1= 97.1591

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.963



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.613



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4217 top1= 39.9639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2591 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2079 top1= 44.9920

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0563 top1= 99.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.932



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.542


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0626 top1= 98.8636

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.930



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.584


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0788 top1= 97.7273

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.946



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.645



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7391 top1= 49.1486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7578 top1= 47.8466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8486 top1= 44.5212

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0557 top1= 98.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.977



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.758


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0464 top1= 98.5795

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.014



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.884


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0533 top1= 98.5795

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.032



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=3.971



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2833 top1= 49.9299


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3749 top1= 51.2019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0725 top1= 45.0020

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0329 top1= 99.1477

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.067



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.109


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0340 top1= 99.1477

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.107



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.266


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0322 top1= 99.1477

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.145



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.417



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7848 top1= 51.2119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0433 top1= 54.2468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6322 top1= 43.7400

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0272 top1= 99.4318

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.190



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.606


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0257 top1= 99.1477

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.242



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.798


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0268 top1= 99.4318

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.285



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.980



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0824 top1= 52.1935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0721 top1= 55.1883


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2488 top1= 46.3241

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0254 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.347



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.230


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0202 top1= 99.7159

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.394



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.414


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0390 top1= 99.1477

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.448



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.623



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4383 top1= 52.3137


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7159 top1= 59.8558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0103 top1= 46.6947

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0272 top1= 99.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.502



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.840


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0111 top1= 99.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.596



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.214


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0257 top1= 99.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.656



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.446



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6369 top1= 51.5124


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8219 top1= 57.1915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8715 top1= 46.3041

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0266 top1= 99.1477

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.715



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.683


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0315 top1= 98.8636

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.778



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.932


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0439 top1= 98.8636

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.874



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.317



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7928 top1= 52.9647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7764 top1= 57.6222


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.5246 top1= 48.2672

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0263 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.942



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.590


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0176 top1= 99.7159

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.986



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.754


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0252 top1= 99.7159

=== Log global consensus distance @ E11B20 ===
consensus_distance=2.031



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.934



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4801 top1= 53.4054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5520 top1= 61.2780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.5795 top1= 47.9167

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0139 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=2.058



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.048


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0153 top1= 99.7159

=== Log global consensus distance @ E12B10 ===
consensus_distance=2.075



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.115


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=2.115



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1379 top1= 53.3253


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4555 top1= 63.5317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.4303 top1= 48.5777

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0111 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=2.163



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.469


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0147 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=2.206



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.639


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0290 top1= 99.1477

=== Log global consensus distance @ E13B20 ===
consensus_distance=2.255



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.832



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.9883 top1= 53.4155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4539 top1= 64.4331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.4352 top1= 48.9183

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=2.297



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.001


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0132 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=2.349



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.207


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0167 top1= 99.7159

=== Log global consensus distance @ E14B20 ===
consensus_distance=2.418



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.478



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.6559 top1= 53.8261


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4727 top1= 64.2929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.3306 top1= 49.8397

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0092 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=2.477



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.717


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0189 top1= 99.4318

=== Log global consensus distance @ E15B10 ===
consensus_distance=2.536



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.951


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0149 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=2.617



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=10.274



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.2522 top1= 54.0765


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6940 top1= 62.7304


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.2785 top1= 50.8013

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0179 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=2.685



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=10.546


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0141 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=2.781



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=10.929


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0135 top1= 99.7159

=== Log global consensus distance @ E16B20 ===
consensus_distance=2.909



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=11.437



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.6540 top1= 54.3570


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4885 top1= 66.2460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=15.2200 top1= 51.7829

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0161 top1= 99.7159

=== Log global consensus distance @ E17B0 ===
consensus_distance=2.976



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=11.705


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0261 top1= 98.8636

=== Log global consensus distance @ E17B10 ===
consensus_distance=3.070



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=12.081


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0216 top1= 99.4318

=== Log global consensus distance @ E17B20 ===
consensus_distance=3.196



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=12.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.6502 top1= 54.2969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6043 top1= 63.1310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.1307 top1= 52.5040

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0146 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=3.314



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=13.054


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=3.406



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=13.420


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0295 top1= 98.8636

=== Log global consensus distance @ E18B20 ===
consensus_distance=3.548



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=13.985



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.6226 top1= 54.2869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5634 top1= 66.0657


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=17.1535 top1= 52.8646

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0260 top1= 99.7159

=== Log global consensus distance @ E19B0 ===
consensus_distance=3.630



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=14.314


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0254 top1= 99.1477

=== Log global consensus distance @ E19B10 ===
consensus_distance=3.698



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=14.586


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0223 top1= 99.1477

=== Log global consensus distance @ E19B20 ===
consensus_distance=3.776



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=14.895



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.2652 top1= 54.4171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7638 top1= 61.6486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.2929 top1= 53.1050

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0082 top1=100.0000

=== Log global consensus distance @ E20B0 ===
consensus_distance=3.843



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.164


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0101 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=3.840



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.154


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0139 top1= 99.4318

=== Log global consensus distance @ E20B20 ===
consensus_distance=3.887



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.340



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.1096 top1= 54.4371


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8579 top1= 60.8674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=19.4201 top1= 53.1951

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0095 top1=100.0000

=== Log global consensus distance @ E21B0 ===
consensus_distance=3.920



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.472


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0086 top1=100.0000

=== Log global consensus distance @ E21B10 ===
consensus_distance=3.923



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.484


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0090 top1=100.0000

=== Log global consensus distance @ E21B20 ===
consensus_distance=3.943



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.563



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.1392 top1= 54.5773


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6953 top1= 64.1026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.5386 top1= 53.1851

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0078 top1=100.0000

=== Log global consensus distance @ E22B0 ===
consensus_distance=3.974



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.686


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0165 top1= 99.7159

=== Log global consensus distance @ E22B10 ===
consensus_distance=4.013



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.841


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0124 top1= 99.7159

=== Log global consensus distance @ E22B20 ===
consensus_distance=4.085



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=16.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.8900 top1= 54.5673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7567 top1= 65.3045


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=21.6880 top1= 53.1250

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0114 top1=100.0000

=== Log global consensus distance @ E23B0 ===
consensus_distance=4.147



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=16.377


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0156 top1= 99.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=4.211



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=16.635


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0166 top1= 99.4318

=== Log global consensus distance @ E23B20 ===
consensus_distance=4.276



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=16.892



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.5722 top1= 54.6374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7449 top1= 64.0925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.8099 top1= 53.0950

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0117 top1=100.0000

=== Log global consensus distance @ E24B0 ===
consensus_distance=4.333



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=17.123


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0139 top1=100.0000

=== Log global consensus distance @ E24B10 ===
consensus_distance=4.478



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=17.702


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0206 top1= 99.4318

=== Log global consensus distance @ E24B20 ===
consensus_distance=4.518



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=17.860



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.4500 top1= 54.5373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0366 top1= 59.1446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.9974 top1= 53.1150

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0081 top1=100.0000

=== Log global consensus distance @ E25B0 ===
consensus_distance=4.619



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=18.263


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0214 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=4.672



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=18.477


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0204 top1= 99.7159

=== Log global consensus distance @ E25B20 ===
consensus_distance=4.808



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=19.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.8520 top1= 54.6174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7571 top1= 61.3782


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=25.2386 top1= 53.1350

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0266 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=4.893



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=19.358


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0153 top1= 99.7159

=== Log global consensus distance @ E26B10 ===
consensus_distance=4.940



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=19.547


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0123 top1= 99.7159

=== Log global consensus distance @ E26B20 ===
consensus_distance=5.088



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.137



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.3631 top1= 54.1767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9720 top1= 60.6571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=26.5671 top1= 53.1350

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0094 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=5.096



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.169


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0335 top1= 99.4318

=== Log global consensus distance @ E27B10 ===
consensus_distance=5.114



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.242


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0265 top1= 99.1477

=== Log global consensus distance @ E27B20 ===
consensus_distance=5.154



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.400



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.5286 top1= 54.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3997 top1= 55.7292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=27.9271 top1= 53.2252

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0066 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=5.203



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.600


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0078 top1=100.0000

=== Log global consensus distance @ E28B10 ===
consensus_distance=5.166



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.448


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0198 top1= 99.4318

=== Log global consensus distance @ E28B20 ===
consensus_distance=5.182



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.513



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.6412 top1= 54.6474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0697 top1= 60.4768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=29.3437 top1= 53.3353

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0079 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=5.240



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.744


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E29B10 ===
consensus_distance=5.242



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.753


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0081 top1=100.0000

=== Log global consensus distance @ E29B20 ===
consensus_distance=5.248



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.777



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=15.5974 top1= 54.5873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9020 top1= 63.0909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=30.7843 top1= 53.3754

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0070 top1=100.0000

=== Log global consensus distance @ E30B0 ===
consensus_distance=5.221



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.670


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0217 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=5.219



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.660


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0097 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=5.271



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.868



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.4743 top1= 54.6374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8866 top1= 61.6486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=32.2705 top1= 53.4355

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0096 top1= 99.7159

=== Log global consensus distance @ E31B0 ===
consensus_distance=5.251



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.789


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0105 top1=100.0000

=== Log global consensus distance @ E31B10 ===
consensus_distance=5.329



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.101


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0187 top1= 99.4318

=== Log global consensus distance @ E31B20 ===
consensus_distance=5.331



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17.0143 top1= 54.5473


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5645 top1= 56.8209


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=33.8099 top1= 53.4856

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0100 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=5.379



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.300


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E32B10 ===
consensus_distance=5.341



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.151


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0115 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=5.376



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.288



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.1673 top1= 54.4371


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2650 top1= 58.8942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=35.3798 top1= 53.5357

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0072 top1=100.0000

=== Log global consensus distance @ E33B0 ===
consensus_distance=5.391



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.351


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0107 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=5.357



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.212


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0164 top1= 99.4318

=== Log global consensus distance @ E33B20 ===
consensus_distance=5.405



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.2558 top1= 54.4271


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3485 top1= 57.6422


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=36.9711 top1= 53.6558

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0134 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=5.441



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.548


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0157 top1= 99.7159

=== Log global consensus distance @ E34B10 ===
consensus_distance=5.439



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.542


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0129 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=5.524



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.882



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=19.7842 top1= 54.4271


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2876 top1= 56.1799


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=38.6122 top1= 53.6759

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0119 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=5.577



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.094


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0067 top1=100.0000

=== Log global consensus distance @ E35B10 ===
consensus_distance=5.588



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.139


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0104 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=5.566



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=20.5783 top1= 54.2468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4058 top1= 56.0096


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=40.3161 top1= 53.7460

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0230 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=5.568



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.055


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=5.608



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.219


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0172 top1= 99.4318

=== Log global consensus distance @ E36B20 ===
consensus_distance=5.615



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.6596 top1= 54.2768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4030 top1= 54.4772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=42.0800 top1= 53.7861

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0065 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=5.608



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.218


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0385 top1= 98.2955

=== Log global consensus distance @ E37B10 ===
consensus_distance=5.564



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.040


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=5.627



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.293



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=22.3841 top1= 54.1567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8373 top1= 52.1534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=43.8920 top1= 53.8061

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0124 top1= 99.7159

=== Log global consensus distance @ E38B0 ===
consensus_distance=5.673



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.475


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0319 top1= 99.1477

=== Log global consensus distance @ E38B10 ===
consensus_distance=5.646



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.368


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0111 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=5.722



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.673



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.9599 top1= 54.1967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2615 top1= 56.8510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=45.7658 top1= 53.8562

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0176 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=5.753



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.795


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=5.783



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.915


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0329 top1= 99.1477

=== Log global consensus distance @ E39B20 ===
consensus_distance=5.732



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.714



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=24.6203 top1= 54.4071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6614 top1= 52.2837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=47.7159 top1= 53.8962

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0123 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=5.766



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.850


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0082 top1= 99.7159

=== Log global consensus distance @ E40B10 ===
consensus_distance=5.768



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.855


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0097 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=5.744



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.760



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=25.8440 top1= 54.2869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8628 top1= 51.2320


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=49.7195 top1= 53.8962

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=5.761



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.830


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0109 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=5.704



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.602


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0055 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=5.723



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.678



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=27.1886 top1= 54.3269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7009 top1= 53.0549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=51.7841 top1= 53.8662

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0052 top1=100.0000

=== Log global consensus distance @ E42B0 ===
consensus_distance=5.743



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.755


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0097 top1= 99.7159

=== Log global consensus distance @ E42B10 ===
consensus_distance=5.662



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.433


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0173 top1= 98.8636

=== Log global consensus distance @ E42B20 ===
consensus_distance=5.778



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.896



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.8570 top1= 54.4271


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0034 top1= 57.8225


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=53.8226 top1= 53.9263

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0166 top1= 99.7159

=== Log global consensus distance @ E43B0 ===
consensus_distance=5.763



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.836


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0233 top1= 99.4318

=== Log global consensus distance @ E43B10 ===
consensus_distance=5.790



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.944


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0102 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=5.793



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.958



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=29.8186 top1= 54.3670


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8037 top1= 52.6943


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=56.0238 top1= 53.9463

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0087 top1=100.0000

=== Log global consensus distance @ E44B0 ===
consensus_distance=5.775



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.884


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0140 top1= 99.4318

=== Log global consensus distance @ E44B10 ===
consensus_distance=5.804



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.002


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0172 top1= 99.7159

=== Log global consensus distance @ E44B20 ===
consensus_distance=5.731



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.707



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.7142 top1= 54.4471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3882 top1= 48.6779


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=58.4712 top1= 53.9263

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0212 top1= 99.7159

=== Log global consensus distance @ E45B0 ===
consensus_distance=5.793



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.956


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1= 99.7159

=== Log global consensus distance @ E45B10 ===
consensus_distance=5.807



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.012


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0138 top1= 99.7159

=== Log global consensus distance @ E45B20 ===
consensus_distance=5.810



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=32.4068 top1= 54.1166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5045 top1= 53.1751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=60.1080 top1= 53.9263

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0228 top1= 98.5795

=== Log global consensus distance @ E46B0 ===
consensus_distance=5.820



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.063


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0190 top1= 99.1477

=== Log global consensus distance @ E46B10 ===
consensus_distance=5.832



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.102


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.2570 top1= 95.1705

=== Log global consensus distance @ E46B20 ===
consensus_distance=11.964



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.292



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7694 top1= 46.1038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1683 top1= 51.3622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=24.6638 top1= 46.0637

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.1678 top1= 93.4659

=== Log global consensus distance @ E47B0 ===
consensus_distance=18.754



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.619


[E47B10 |   4224/60000 (  7%) ] Loss: 0.1028 top1= 96.8750

=== Log global consensus distance @ E47B10 ===
consensus_distance=21.135



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.896


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0967 top1= 96.8750

=== Log global consensus distance @ E47B20 ===
consensus_distance=21.290



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.808



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7290 top1= 45.1122


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7028 top1= 51.2119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.8728 top1= 45.9936

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.1063 top1= 96.0227

=== Log global consensus distance @ E48B0 ===
consensus_distance=20.673



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.713


[E48B10 |   4224/60000 (  7%) ] Loss: 0.1149 top1= 96.8750

=== Log global consensus distance @ E48B10 ===
consensus_distance=19.763



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.442


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0999 top1= 98.8636

=== Log global consensus distance @ E48B20 ===
consensus_distance=19.519



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.188



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5724 top1= 45.1222


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5299 top1= 50.5709


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.1013 top1= 46.6246

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.2356 top1= 96.3068

=== Log global consensus distance @ E49B0 ===
consensus_distance=19.701



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.092


[E49B10 |   4224/60000 (  7%) ] Loss: 0.2198 top1= 94.3182

=== Log global consensus distance @ E49B10 ===
consensus_distance=19.812



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.999


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1038 top1= 98.5795

=== Log global consensus distance @ E49B20 ===
consensus_distance=20.251



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.784



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5255 top1= 45.5429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3229 top1= 51.5825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.2774 top1= 46.7448

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.1310 top1= 97.7273

=== Log global consensus distance @ E50B0 ===
consensus_distance=19.945



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.690


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0961 top1= 96.8750

=== Log global consensus distance @ E50B10 ===
consensus_distance=19.218



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.645


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0885 top1= 97.4432

=== Log global consensus distance @ E50B20 ===
consensus_distance=18.248



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.455



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5395 top1= 45.8133


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3360 top1= 51.2320


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.2190 top1= 46.8149

