
=== 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=0.000



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



=== 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 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0768 top1= 42.8977

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.7420 top1= 49.7159

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1492 top1= 38.3514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4827 top1= 30.6290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3550 top1= 33.8241

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.3512 top1= 61.3636

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.083



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.292


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.0538 top1= 74.4318

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.403


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.8107 top1= 81.8182

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.119



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.453



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7044 top1= 61.2480


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6518 top1= 39.0425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6733 top1= 35.6270

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5788 top1= 88.9205

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.122



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.467


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4978 top1= 90.3409

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.118



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.448


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4454 top1= 89.7727

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.413



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2650 top1= 71.6046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2712 top1= 39.5333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4750 top1= 38.9924

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3165 top1= 92.3295

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.100



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.374


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3349 top1= 92.3295

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.331


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3333 top1= 92.3295

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.081



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.292



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0224 top1= 74.2889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0272 top1= 42.3177


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2943 top1= 41.6767

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2394 top1= 94.0341

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.262


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2743 top1= 93.1818

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.237


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2824 top1= 93.7500

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.214



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8882 top1= 75.2404


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8968 top1= 44.9219


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1831 top1= 42.6683

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2045 top1= 94.8864

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.199


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2427 top1= 94.3182

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.186


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2523 top1= 94.0341

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.174



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8034 top1= 75.9515


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8320 top1= 46.3341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1280 top1= 43.2392

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1820 top1= 96.0227

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.166


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2227 top1= 94.3182

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.051



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.159


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2336 top1= 94.0341

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7446 top1= 76.7728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8132 top1= 47.2356


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1151 top1= 43.5597

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1666 top1= 96.0227

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2090 top1= 93.7500

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2198 top1= 93.7500

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7041 top1= 77.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8276 top1= 48.1470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1344 top1= 43.7500

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1559 top1= 96.5909

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1988 top1= 94.6023

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.136


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2104 top1= 94.0341

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.134



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6790 top1= 77.8946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8637 top1= 49.0385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1742 top1= 43.7800

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1482 top1= 96.5909

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.133


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1909 top1= 94.6023

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.132


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2030 top1= 94.8864

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.131



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6669 top1= 78.1651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9220 top1= 49.6394


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2442 top1= 43.8001

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1439 top1= 96.3068

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.132


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1843 top1= 94.8864

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.132


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1976 top1= 94.8864

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6688 top1= 77.6643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0110 top1= 50.1803


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3465 top1= 43.7800

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1406 top1= 96.3068

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.135


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1769 top1= 95.1705

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.135


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1932 top1= 95.1705

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.137



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6855 top1= 76.6326


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1297 top1= 50.4908


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4627 top1= 43.6699

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1388 top1= 96.3068

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.140


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1698 top1= 94.8864

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1892 top1= 95.1705

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7137 top1= 75.5509


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2654 top1= 50.7111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6065 top1= 43.5897

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1383 top1= 96.0227

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1621 top1= 95.1705

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1864 top1= 95.7386

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7535 top1= 74.0885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4036 top1= 50.8213


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7486 top1= 43.5497

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1385 top1= 96.0227

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1547 top1= 95.7386

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.158


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1832 top1= 96.3068

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.162



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8022 top1= 72.4760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5340 top1= 51.1919


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8886 top1= 43.5797

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1378 top1= 96.5909

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.166


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1481 top1= 96.0227

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.051



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.166


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1794 top1= 96.3068

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.170



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8548 top1= 70.8734


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6598 top1= 51.6627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0162 top1= 43.4996

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1355 top1= 97.1591

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.053



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.174


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1401 top1= 96.3068

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.053



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.173


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1765 top1= 96.3068

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.177



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9132 top1= 69.5713


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7882 top1= 51.9932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1334 top1= 43.4796

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1334 top1= 96.5909

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.182


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1319 top1= 96.5909

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.054



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.181


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1743 top1= 96.3068

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.185



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9697 top1= 68.5998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9105 top1= 52.3337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2440 top1= 43.4295

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1310 top1= 96.5909

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.191


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1239 top1= 96.8750

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.056



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.188


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1727 top1= 96.5909

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.057



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.193



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0277 top1= 67.6182


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0257 top1= 53.2252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3575 top1= 43.5296

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1289 top1= 96.8750

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.199


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1174 top1= 97.1591

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.196


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1712 top1= 96.0227

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.058



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.200



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0788 top1= 66.9471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1257 top1= 53.9363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4639 top1= 43.5597

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1275 top1= 97.1591

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.207


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1106 top1= 97.4432

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.204


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1669 top1= 96.0227

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.060



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.208



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1180 top1= 66.9071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1937 top1= 55.0581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5494 top1= 43.6498

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1268 top1= 97.1591

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.215


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1040 top1= 97.4432

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.211


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1636 top1= 96.0227

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.214



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1648 top1= 66.6967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2598 top1= 56.2901


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6457 top1= 43.8001

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1274 top1= 96.8750

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0974 top1= 97.1591

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1602 top1= 96.5909

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2023 top1= 66.6767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3296 top1= 57.3017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7387 top1= 43.8101

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1289 top1= 96.8750

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0914 top1= 97.4432

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1575 top1= 96.5909

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2294 top1= 66.8670


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3856 top1= 57.9127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8045 top1= 43.8502

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1309 top1= 97.1591

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.234


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0869 top1= 98.0114

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.230


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1544 top1= 96.8750

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.230



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2532 top1= 67.2877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4256 top1= 58.4635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8621 top1= 44.0204

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1318 top1= 97.4432

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.238


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0825 top1= 98.5795

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.234


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1510 top1= 97.1591

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2788 top1= 67.2376


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4549 top1= 59.1346


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9181 top1= 44.1707

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1325 top1= 98.0114

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.242


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0795 top1= 98.0114

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.237


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1453 top1= 96.8750

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.236



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3088 top1= 67.4179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5119 top1= 59.6454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9585 top1= 44.3109

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1341 top1= 98.2955

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.245


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0775 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.240


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1394 top1= 97.1591

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.238



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3476 top1= 67.3277


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5728 top1= 59.9659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0207 top1= 44.4812

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.1353 top1= 97.7273

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.247


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0749 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.242


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1333 top1= 97.1591

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.240



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3790 top1= 67.3277


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6570 top1= 60.3065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0665 top1= 44.5312

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.1356 top1= 97.4432

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.069



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0738 top1= 97.7273

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.068



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.245


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1272 top1= 98.0114

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4009 top1= 67.0873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7075 top1= 60.4467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1554 top1= 44.5713

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.1342 top1= 97.4432

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.251


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0724 top1= 97.7273

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.068



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.247


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1230 top1= 98.0114

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.244



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4245 top1= 67.0373


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7816 top1= 60.4167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2292 top1= 44.5813

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.1329 top1= 98.0114

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0721 top1= 97.4432

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1180 top1= 98.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.245



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4487 top1= 67.1074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8503 top1= 60.8774


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2851 top1= 44.6815

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.1323 top1= 97.7273

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.256


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0706 top1= 97.4432

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.250


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1150 top1= 98.0114

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4605 top1= 67.3578


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8980 top1= 61.0777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3278 top1= 44.6915

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.1314 top1= 98.2955

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0713 top1= 98.0114

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.252


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1101 top1= 98.0114

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.247



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4686 top1= 67.4880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9044 top1= 61.6787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3553 top1= 44.8518

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.1289 top1= 98.2955

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0706 top1= 98.0114

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.252


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1070 top1= 98.2955

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.248



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4715 top1= 67.6883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9185 top1= 61.6286


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3849 top1= 44.9519

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.1253 top1= 98.0114

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0696 top1= 98.0114

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.253


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1033 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.248



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4921 top1= 67.4880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9163 top1= 62.2596


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4155 top1= 45.0321

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.1200 top1= 98.5795

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0697 top1= 97.7273

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.252


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0984 top1= 98.0114

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.248



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5072 top1= 67.3478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9223 top1= 62.1595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4476 top1= 45.1422

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.1122 top1= 98.5795

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0686 top1= 98.0114

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0923 top1= 98.2955

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5112 top1= 67.1474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9536 top1= 61.9591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4875 top1= 45.2023

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.1056 top1= 98.8636

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.071



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0700 top1= 97.7273

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.252


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0906 top1= 98.2955

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5379 top1= 67.1274


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9726 top1= 61.8790


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5366 top1= 45.4327

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0977 top1= 98.8636

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.261


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0664 top1= 98.5795

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.253


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0883 top1= 98.0114

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5663 top1= 66.5966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0455 top1= 61.3982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6105 top1= 45.5329

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0915 top1= 98.8636

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.262


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0651 top1= 98.8636

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.253


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0854 top1= 98.2955

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6084 top1= 65.5449


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0751 top1= 60.9776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7208 top1= 45.5529

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0867 top1= 98.8636

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.262


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0655 top1= 98.8636

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.253


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0814 top1= 98.2955

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.251



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6346 top1= 65.8754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2061 top1= 60.3866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7575 top1= 45.6130

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0798 top1= 98.5795

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.262


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0672 top1= 99.4318

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0785 top1= 98.2955

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.252



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6656 top1= 65.3646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3448 top1= 59.1747


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8765 top1= 45.5228

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0718 top1= 98.0114

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.265


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0671 top1= 99.1477

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0749 top1= 98.5795

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.070



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7252 top1= 65.5148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4954 top1= 59.0144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9178 top1= 45.5829

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0721 top1= 98.2955

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.265


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0679 top1= 99.4318

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.257


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0744 top1= 98.5795

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.256



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7907 top1= 65.1743


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6677 top1= 58.2833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0459 top1= 45.6430

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0713 top1= 98.0114

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.266


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0658 top1= 99.4318

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.257


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0721 top1= 98.5795

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8629 top1= 65.2644


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9530 top1= 57.3217


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1747 top1= 45.6030

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0744 top1= 97.7273

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.267


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0611 top1= 99.4318

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.260


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0705 top1= 98.0114

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8726 top1= 65.8353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2398 top1= 54.4471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2411 top1= 45.6831

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0797 top1= 97.4432

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.269


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0689 top1= 98.8636

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0676 top1= 97.7273

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.260



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9404 top1= 65.9455


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.2620 top1= 56.3401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3447 top1= 45.7131

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0770 top1= 97.4432

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.271


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0730 top1= 98.5795

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.258


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0625 top1= 98.5795

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.072



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.261



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9814 top1= 65.7252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4351 top1= 55.8894


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4383 top1= 45.7332

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0766 top1= 97.4432

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0710 top1= 98.5795

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.071



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.257


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0640 top1= 98.2955

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.262



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0720 top1= 65.2945


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4972 top1= 56.8810


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5500 top1= 45.8233

