
=== 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 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2578 top1= 30.3977

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.129


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1946 top1= 29.5455

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.133



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.472



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3029 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3091 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3184 top1=  9.5753

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1446 top1= 30.6818

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.240



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.937


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1128 top1= 25.0000

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.341



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.377


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0843 top1= 32.1023

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.420



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.725



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3040 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3347 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3400 top1= 10.2865

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0377 top1= 30.9659

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.488



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.020


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.8659 top1= 29.8295

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.579



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.421


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.5123 top1= 35.5114

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.682



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.860



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5229 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9729 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8279 top1= 10.2865

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.3626 top1= 32.6705

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.590



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.448


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.3345 top1= 38.9205

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.423



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.685


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.3408 top1= 44.3182

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.327



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0048 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4372 top1= 10.3165


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7306 top1= 10.2865

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.4752 top1= 35.7955

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.276



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.036


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.5466 top1= 37.5000

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.302



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.020
clique2_consensus_distance=1.079


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.2328 top1= 45.7386

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.357



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.024
clique2_consensus_distance=1.229



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0903 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.5425 top1= 16.5064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7327 top1= 10.2865

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.2863 top1= 40.0568

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.308



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.181


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.2812 top1= 43.1818

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.320



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=1.252


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.0657 top1= 59.9432

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.351



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=1.384



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8375 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3920 top1= 36.7788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2056 top1= 22.9067

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.9056 top1= 63.3523

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.379



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.514


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.5451 top1= 81.5341

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.418



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.690


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.4310 top1= 87.5000

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.425



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.723



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5821 top1= 48.4675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3466 top1= 40.1242


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9326 top1= 40.7853

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.2882 top1= 90.9091

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.414



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.674


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2212 top1= 93.1818

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.424



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.720


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2499 top1= 92.6136

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.409



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.655



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3705 top1= 57.3317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4825 top1= 44.5112


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7236 top1= 43.7700

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1719 top1= 94.0341

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.356



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.429


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1459 top1= 95.4545

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.310



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.234


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2049 top1= 92.8977

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.266



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1993 top1= 63.0208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4689 top1= 46.4643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7291 top1= 43.4796

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1843 top1= 94.8864

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.949


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1409 top1= 95.7386

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.899


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1849 top1= 94.8864

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.828



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1441 top1= 64.0925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4713 top1= 45.9936


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8881 top1= 43.5897

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1448 top1= 94.0341

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.824


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1180 top1= 96.5909

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.814


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1892 top1= 94.6023

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.206



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.780



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0987 top1= 67.1374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6973 top1= 44.9519


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7304 top1= 43.4996

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1480 top1= 94.0341

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.215



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.816


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1363 top1= 96.3068

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.833


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1208 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.823



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0210 top1= 69.8417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3172 top1= 46.8650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6616 top1= 46.8650

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1076 top1= 95.4545

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.828


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0960 top1= 96.0227

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.222



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.849


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1607 top1= 95.1705

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.224



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.856



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0361 top1= 70.5829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4744 top1= 47.4860


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3499 top1= 45.6631

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0815 top1= 96.8750

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.828


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1109 top1= 95.7386

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.223



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.849


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0831 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.853



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9573 top1= 72.0052


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2571 top1= 48.1170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0775 top1= 44.8918

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1609 top1= 92.8977

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.233



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.893


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1364 top1= 95.7386

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.277



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.068


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1424 top1= 96.5909

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.284



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7247 top1= 75.0701


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9517 top1= 49.0184


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1386 top1= 44.3910

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0638 top1= 98.0114

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.268



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.053


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0947 top1= 96.8750

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.900


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0961 top1= 97.7273

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.214



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.818



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7512 top1= 75.3105


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6609 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2121 top1= 45.3025

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0305 top1= 99.4318

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.186



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.700


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0929 top1= 97.1591

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.621


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0568 top1= 98.8636

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.163



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.599



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6956 top1= 77.2837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3547 top1= 48.9283


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6253 top1= 45.3826

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0325 top1= 99.4318

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.606


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0758 top1= 98.0114

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.153



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.556


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0777 top1= 98.5795

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.148



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.535



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7539 top1= 76.4523


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3221 top1= 50.2905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1895 top1= 44.5513

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0303 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.158



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.576


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0956 top1= 97.1591

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.159



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.574


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1058 top1= 96.8750

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.614



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9076 top1= 74.3490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0131 top1= 51.9832


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5292 top1= 47.0252

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0460 top1= 98.8636

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.641


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0650 top1= 97.4432

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.647


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0637 top1= 97.4432

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.732



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7729 top1= 76.2821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5674 top1= 53.1450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2236 top1= 46.4143

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0554 top1= 98.2955

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.759


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0452 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.743


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0980 top1= 97.1591

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.213



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.810



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6663 top1= 78.7560


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4838 top1= 51.0517


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2225 top1= 46.1238

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0523 top1= 98.2955

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.234



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.903


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0668 top1= 98.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.972


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0642 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.222



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.854



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7224 top1= 76.7929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9890 top1= 49.6895


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2863 top1= 46.2841

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0378 top1= 99.1477

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.206



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.785


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0380 top1= 98.8636

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.705


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0239 top1= 99.1477

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.612



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7231 top1= 77.6342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8341 top1= 51.3021


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4840 top1= 46.4944

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0278 top1= 99.1477

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.153



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.560


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0296 top1= 98.8636

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.149



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.541


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0368 top1= 99.1477

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.142



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.509



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7206 top1= 78.2953


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0799 top1= 52.3438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5557 top1= 45.8233

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0482 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.139



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.496


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0177 top1= 99.7159

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.134



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0373 top1= 98.5795

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.133



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7568 top1= 78.5056


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0901 top1= 53.8161


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2968 top1= 47.0954

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0327 top1= 98.5795

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.149



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.537


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0704 top1= 98.0114

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.666


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0578 top1= 98.5795

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.201



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.765



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7755 top1= 78.6558


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0575 top1= 52.5040


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6489 top1= 46.1639

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0259 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.195



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.736


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1364 top1= 96.8750

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.728


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1115 top1= 97.4432

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.939



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7416 top1= 77.9948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2660 top1= 52.0132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9446 top1= 45.0521

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0414 top1= 98.5795

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.244



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.953


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0309 top1= 99.1477

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.215



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.826


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0396 top1= 98.5795

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.192



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.725



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6473 top1= 80.8093


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3618 top1= 53.6859


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8772 top1= 47.4058

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0249 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.640


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0179 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.165



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.608


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0184 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.151



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.549



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6042 top1= 81.7107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9602 top1= 54.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0523 top1= 47.6663

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0229 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.148



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.533


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0296 top1= 99.1477

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.142



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.509


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0772 top1= 98.0114

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.153



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.559



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6682 top1= 80.7592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2596 top1= 53.7660


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4189 top1= 47.3357

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0229 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.159



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.581


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0205 top1= 99.4318

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.153



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.554


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0191 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.150



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.546



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7644 top1= 78.7760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0406 top1= 52.2436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1559 top1= 48.7580

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0169 top1= 99.1477

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.146



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.527


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0948 top1= 97.7273

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.145



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.522


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0447 top1= 98.8636

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.153



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.558



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6696 top1= 80.2183


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3643 top1= 53.3153


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3047 top1= 47.7364

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0178 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.159



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0365 top1= 99.4318

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.156



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.571


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0366 top1= 99.1477

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.142



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.509



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6131 top1= 81.6506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6511 top1= 54.3770


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1168 top1= 49.4091

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0174 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.144



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.516


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0301 top1= 98.8636

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.139



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.494


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0213 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.148



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.535



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5785 top1= 82.9227


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6857 top1= 55.2484


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0879 top1= 49.5192

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0135 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.139



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.498


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0475 top1= 98.8636

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.143



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.513


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0237 top1= 99.4318

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.146



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.520



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6739 top1= 80.9896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3984 top1= 51.3221


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5818 top1= 49.0485

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0191 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.154



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.559


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0112 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.145



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.523


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0146 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.137



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.485



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5837 top1= 83.4034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1395 top1= 52.1534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0500 top1= 50.6410

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0075 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.133



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.469


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0174 top1= 99.4318

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1220 top1= 98.5795

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.156



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.571



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5953 top1= 81.7508


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1308 top1= 48.1571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8443 top1= 46.3642

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0222 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.187



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.705


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0166 top1= 99.4318

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.621


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0223 top1= 99.1477

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.144



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.517



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6545 top1= 81.1098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9267 top1= 54.5172


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1015 top1= 50.3205

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0124 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.474


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0377 top1= 99.1477

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.461


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0259 top1= 99.1477

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.146



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.524



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7004 top1= 81.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6594 top1= 57.1314


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0454 top1= 49.8097

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0200 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.148



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.537


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0696 top1= 98.8636

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.149



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.542


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0424 top1= 98.8636

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.145



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.517



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6603 top1= 81.6707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0428 top1= 52.4239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1244 top1= 50.8514

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0111 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.152



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.550


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0418 top1= 98.8636

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.164



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.600


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0144 top1= 99.7159

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.603



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6467 top1= 81.5304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8308 top1= 53.6759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1320 top1= 47.8766

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0428 top1= 98.5795

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.163



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.601


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0529 top1= 98.2955

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.160



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.586


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0336 top1= 98.2955

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.155



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.567



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6956 top1= 81.0697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6632 top1= 58.4535


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4248 top1= 50.0200

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.147



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.536


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0148 top1= 99.4318

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.156



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.567


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0125 top1= 99.7159

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.135



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.480



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6276 top1= 81.7107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2006 top1= 53.4355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4313 top1= 51.0517

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0259 top1= 99.7159

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.136



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.482


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0132 top1= 99.4318

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.138



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.489


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0194 top1= 99.4318

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.141



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.502



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5317 top1= 84.0244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6581 top1= 54.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0664 top1= 51.5325

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0711 top1= 98.5795

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.140



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.500


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0216 top1= 99.1477

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.147



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.523


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0399 top1= 98.8636

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.152



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.539



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6587 top1= 82.5621


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7475 top1= 55.1983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4426 top1= 48.9383

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0348 top1= 98.8636

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.149



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.540


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0410 top1= 98.5795

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.161



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.589


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0134 top1= 99.4318

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.146



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.528



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6823 top1= 82.4419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2393 top1= 57.1114


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0657 top1= 50.2404

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0208 top1= 98.8636

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.152



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.553


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0478 top1= 98.0114

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.183



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.679


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0284 top1= 98.2955

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.194



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.733



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7451 top1= 80.5689


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0250 top1= 55.5689


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1869 top1= 48.7881

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0553 top1= 98.8636

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.696


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0687 top1= 98.5795

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.193



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.728


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0520 top1= 97.7273

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.618



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6595 top1= 81.8209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9103 top1= 55.2684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6766 top1= 48.8982

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0259 top1= 99.1477

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.654


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0156 top1= 99.4318

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.697


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.639



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6048 top1= 82.5621


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7936 top1= 59.0946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4539 top1= 50.9014

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0235 top1= 99.4318

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.153



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.563


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0648 top1= 99.1477

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.159



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.582


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0456 top1= 98.8636

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.167



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.616



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7493 top1= 80.9996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1211 top1= 53.6558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8296 top1= 51.2420

