
=== 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 0.567 0.1  ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.1   0.9  ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.9699 top1= 42.6136

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.032


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.5972 top1= 49.4318

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1081 top1= 19.5813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6351 top1= 38.6418


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4547 top1= 33.8041

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1664 top1= 67.3295

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.324


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.8980 top1= 76.9886

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.428


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.7134 top1= 85.2273

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.472



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7168 top1= 41.8770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7708 top1= 39.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7828 top1= 35.6370

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.5006 top1= 91.1932

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.493


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4374 top1= 91.7614

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.121



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.482


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.4279 top1= 88.9205

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.115



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.455



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4421 top1= 53.6659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4717 top1= 39.9539


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7076 top1= 39.2027

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3132 top1= 93.1818

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.108



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.426


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3270 top1= 92.3295

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.101



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.394


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3449 top1= 91.7614

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.094



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.364



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3258 top1= 56.4704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3104 top1= 42.7784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6324 top1= 40.8754

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2661 top1= 94.0341

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.344


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2927 top1= 92.3295

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.085



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.328


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3090 top1= 93.4659

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.081



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.310



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2627 top1= 58.4936


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2548 top1= 44.6114


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6014 top1= 41.2861

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2441 top1= 94.6023

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.300


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2703 top1= 93.1818

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.293


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2875 top1= 94.0341

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2275 top1= 59.0545


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2353 top1= 45.6631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5871 top1= 41.5565

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2306 top1= 94.8864

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.276


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2564 top1= 93.7500

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.272


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2726 top1= 94.3182

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.265



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2048 top1= 59.6354


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2293 top1= 46.4143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5831 top1= 41.6366

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.2212 top1= 94.8864

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.260


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2453 top1= 94.0341

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2626 top1= 94.3182

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1923 top1= 59.7556


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2276 top1= 46.9251


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5912 top1= 41.6567

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2147 top1= 94.6023

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.250


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2371 top1= 93.7500

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.068



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.251


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2548 top1= 94.3182

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1879 top1= 59.6554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2303 top1= 47.3758


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6001 top1= 41.6867

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2098 top1= 94.6023

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.244


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2307 top1= 93.7500

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.246


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2490 top1= 94.3182

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1859 top1= 59.5653


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2354 top1= 47.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6172 top1= 41.7468

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.2057 top1= 94.6023

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.240


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2261 top1= 94.0341

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.242


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2447 top1= 94.3182

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.239



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1863 top1= 59.4852


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2420 top1= 47.9968


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6353 top1= 41.7568

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.2026 top1= 94.6023

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.237


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2223 top1= 94.0341

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.240


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2412 top1= 94.6023

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.236



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1861 top1= 59.4050


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2469 top1= 48.2372


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6482 top1= 41.7869

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1996 top1= 94.6023

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.234


[E13B10 |   4224/60000 (  7%) ] Loss: 0.2190 top1= 94.0341

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.065



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.238


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.2383 top1= 94.6023

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.064



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.234



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1849 top1= 59.4151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2553 top1= 48.3674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6591 top1= 41.8169

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1971 top1= 94.8864

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.232


[E14B10 |   4224/60000 (  7%) ] Loss: 0.2165 top1= 94.0341

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.236


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.2359 top1= 94.8864

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1853 top1= 59.3049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2601 top1= 48.4876


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6694 top1= 41.8069

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1950 top1= 94.6023

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.230


[E15B10 |   4224/60000 (  7%) ] Loss: 0.2140 top1= 94.3182

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.234


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.2338 top1= 94.8864

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.231



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1828 top1= 59.2648


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2673 top1= 48.6178


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6769 top1= 41.7969

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1933 top1= 94.6023

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.229


[E16B10 |   4224/60000 (  7%) ] Loss: 0.2122 top1= 94.3182

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.233


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.2321 top1= 95.1705

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.230



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1810 top1= 59.3049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2734 top1= 48.7079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6858 top1= 41.7969

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1918 top1= 94.6023

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228


[E17B10 |   4224/60000 (  7%) ] Loss: 0.2106 top1= 94.3182

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.232


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.2307 top1= 95.4545

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.229



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1816 top1= 59.3850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2804 top1= 48.7780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6987 top1= 41.8069

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1899 top1= 94.8864

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2093 top1= 94.3182

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.231


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.2293 top1= 95.4545

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1811 top1= 59.5553


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2842 top1= 48.9683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7052 top1= 41.7969

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1885 top1= 94.8864

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226


[E19B10 |   4224/60000 (  7%) ] Loss: 0.2076 top1= 94.3182

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.230


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.2279 top1= 95.4545

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1796 top1= 59.6955


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2897 top1= 49.0284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7148 top1= 41.7668

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1872 top1= 94.8864

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225


[E20B10 |   4224/60000 (  7%) ] Loss: 0.2062 top1= 94.3182

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.230


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.2267 top1= 95.4545

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1803 top1= 59.6655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2953 top1= 49.0385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7232 top1= 41.7768

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1862 top1= 94.8864

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224


[E21B10 |   4224/60000 (  7%) ] Loss: 0.2051 top1= 94.3182

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.229


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.2257 top1= 95.7386

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1796 top1= 59.7256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3014 top1= 49.0885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7305 top1= 41.7167

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1852 top1= 94.8864

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224


[E22B10 |   4224/60000 (  7%) ] Loss: 0.2040 top1= 94.3182

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.063



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.2249 top1= 95.7386

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1800 top1= 59.7556


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3037 top1= 49.1386


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7377 top1= 41.7268

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1843 top1= 94.8864

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E23B10 |   4224/60000 (  7%) ] Loss: 0.2029 top1= 94.3182

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.2241 top1= 95.4545

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1808 top1= 59.7556


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3083 top1= 49.1887


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7463 top1= 41.7167

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1835 top1= 94.8864

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E24B10 |   4224/60000 (  7%) ] Loss: 0.2021 top1= 94.3182

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.2232 top1= 95.7386

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1826 top1= 59.7556


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3107 top1= 49.2087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7553 top1= 41.7368

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1828 top1= 94.8864

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222


[E25B10 |   4224/60000 (  7%) ] Loss: 0.2014 top1= 94.3182

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.2227 top1= 95.4545

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.062



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1829 top1= 59.7055


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3135 top1= 49.2688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7603 top1= 41.7067

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1821 top1= 94.8864

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222


[E26B10 |   4224/60000 (  7%) ] Loss: 0.2007 top1= 94.3182

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.2219 top1= 95.4545

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1840 top1= 59.7055


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3166 top1= 49.3189


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7689 top1= 41.7067

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1816 top1= 94.8864

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1999 top1= 94.3182

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.2214 top1= 95.4545

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1851 top1= 59.7155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3199 top1= 49.3490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7754 top1= 41.7167

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1809 top1= 94.8864

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1991 top1= 94.3182

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.2207 top1= 95.4545

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1866 top1= 59.6054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3213 top1= 49.3490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7816 top1= 41.7067

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.1805 top1= 94.8864

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1987 top1= 94.3182

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.2203 top1= 95.4545

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1878 top1= 59.5553


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3235 top1= 49.3590


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7879 top1= 41.6967

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.1798 top1= 94.8864

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1980 top1= 94.3182

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.2199 top1= 95.4545

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1880 top1= 59.5453


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3253 top1= 49.4291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7926 top1= 41.7067

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.1795 top1= 94.8864

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1976 top1= 94.3182

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.2194 top1= 95.4545

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1887 top1= 59.5052


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3292 top1= 49.5092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7997 top1= 41.7067

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.1790 top1= 95.1705

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1970 top1= 94.3182

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.226


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.2189 top1= 95.4545

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1895 top1= 59.5252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3315 top1= 49.5192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8025 top1= 41.6967

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.1785 top1= 95.1705

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.061



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1965 top1= 94.3182

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.2184 top1= 95.4545

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1902 top1= 59.5152


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3345 top1= 49.5192


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8060 top1= 41.6967

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.1781 top1= 95.1705

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220


[E34B10 |   4224/60000 (  7%) ] Loss: 0.1960 top1= 94.3182

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.2181 top1= 95.4545

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1893 top1= 59.5753


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3351 top1= 49.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8092 top1= 41.7067

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.1777 top1= 95.1705

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1956 top1= 94.3182

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.2177 top1= 95.4545

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1898 top1= 59.5553


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3380 top1= 49.5793


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8108 top1= 41.7167

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.1773 top1= 95.4545

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220


[E36B10 |   4224/60000 (  7%) ] Loss: 0.1954 top1= 94.3182

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.225


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.2173 top1= 95.4545

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1900 top1= 59.6154


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3386 top1= 49.5393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8168 top1= 41.7167

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.1770 top1= 95.4545

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.219


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1951 top1= 94.3182

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.2169 top1= 95.4545

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1900 top1= 59.6554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3390 top1= 49.5292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8185 top1= 41.7067

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.1766 top1= 95.4545

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.219


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1947 top1= 94.3182

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2170 top1= 95.4545

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1896 top1= 59.6855


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3373 top1= 49.5393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8224 top1= 41.6767

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.1763 top1= 95.4545

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.219


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1944 top1= 94.3182

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.2168 top1= 95.4545

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1897 top1= 59.7356


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3380 top1= 49.5092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8255 top1= 41.6767

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.1761 top1= 95.4545

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.219


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1941 top1= 94.3182

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2167 top1= 95.4545

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1899 top1= 59.7656


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3371 top1= 49.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8300 top1= 41.6767

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.1758 top1= 95.4545

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.219


[E41B10 |   4224/60000 (  7%) ] Loss: 0.1938 top1= 94.3182

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.224


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.2166 top1= 95.4545

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1897 top1= 59.8357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3355 top1= 49.4892


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8337 top1= 41.6767

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.1754 top1= 95.4545

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E42B10 |   4224/60000 (  7%) ] Loss: 0.1933 top1= 94.3182

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.2166 top1= 95.4545

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1895 top1= 59.8658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3353 top1= 49.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8385 top1= 41.6767

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.1751 top1= 95.7386

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E43B10 |   4224/60000 (  7%) ] Loss: 0.1929 top1= 94.3182

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.2166 top1= 95.4545

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1900 top1= 59.8658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3360 top1= 49.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8408 top1= 41.6667

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.1749 top1= 95.7386

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1924 top1= 94.3182

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.2164 top1= 95.4545

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1900 top1= 59.9058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3366 top1= 49.5292


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8456 top1= 41.6166

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.1744 top1= 95.7386

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E45B10 |   4224/60000 (  7%) ] Loss: 0.1921 top1= 94.3182

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.2162 top1= 95.4545

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1903 top1= 59.8458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3349 top1= 49.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8488 top1= 41.6266

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.1743 top1= 95.7386

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E46B10 |   4224/60000 (  7%) ] Loss: 0.1918 top1= 94.0341

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.2159 top1= 95.4545

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1901 top1= 59.9058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3358 top1= 49.5493


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8526 top1= 41.6166

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.1739 top1= 95.7386

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E47B10 |   4224/60000 (  7%) ] Loss: 0.1914 top1= 94.3182

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.2159 top1= 95.4545

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1910 top1= 59.8458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3375 top1= 49.5593


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8562 top1= 41.6066

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.1738 top1= 95.7386

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E48B10 |   4224/60000 (  7%) ] Loss: 0.1911 top1= 94.3182

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.2154 top1= 95.4545

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1903 top1= 59.9459


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3373 top1= 49.5994


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8579 top1= 41.6066

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.1733 top1= 95.7386

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E49B10 |   4224/60000 (  7%) ] Loss: 0.1910 top1= 94.3182

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.2155 top1= 95.4545

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1907 top1= 59.9459


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3391 top1= 49.5793


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8611 top1= 41.6166

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.1731 top1= 95.7386

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.218


[E50B10 |   4224/60000 (  7%) ] Loss: 0.1906 top1= 94.3182

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.223


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.2154 top1= 95.4545

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.060



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1906 top1= 59.9960


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3406 top1= 49.6094


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8634 top1= 41.6066

