
=== 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 LabelFlippingWorker

=== 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([0, 0, 0, 0, 0], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.001



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



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.6139 top1= 41.1932

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.592



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=2.362


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.9641 top1= 73.0114

=== Log global consensus distance @ E1B20 ===
consensus_distance=5.374



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=21.670



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6037 top1= 45.4928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3218 top1= 39.2428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1767 top1= 35.3065

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.7723 top1= 80.6818

=== Log global consensus distance @ E2B0 ===
consensus_distance=14.032



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.024
clique2_consensus_distance=56.842


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.3367 top1= 61.6477

=== Log global consensus distance @ E2B10 ===
consensus_distance=21.218



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.079
clique2_consensus_distance=85.901


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.9322 top1= 72.4432

=== Log global consensus distance @ E2B20 ===
consensus_distance=28.940



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.037
clique2_consensus_distance=117.399



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7075 top1= 53.1851


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8594 top1= 38.4415


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3637 top1= 33.2232

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.9833 top1= 74.7159

=== Log global consensus distance @ E3B0 ===
consensus_distance=34.291



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=139.196


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.6049 top1= 80.3977

=== Log global consensus distance @ E3B10 ===
consensus_distance=37.982



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=154.341


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.5834 top1= 84.0909

=== Log global consensus distance @ E3B20 ===
consensus_distance=40.886



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=166.293



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3691 top1= 60.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8615 top1= 39.8538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1918 top1= 37.5100

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3499 top1= 89.7727

=== Log global consensus distance @ E4B0 ===
consensus_distance=43.282



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=176.180


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.4465 top1= 88.6364

=== Log global consensus distance @ E4B10 ===
consensus_distance=45.175



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=183.944


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.4240 top1= 87.7841

=== Log global consensus distance @ E4B20 ===
consensus_distance=46.955



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=191.226



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2148 top1= 63.3313


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5252 top1= 44.4511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3648 top1= 37.3197

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.3211 top1= 89.4886

=== Log global consensus distance @ E5B0 ===
consensus_distance=48.739



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=198.546


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2730 top1= 93.1818

=== Log global consensus distance @ E5B10 ===
consensus_distance=50.607



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=206.217


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3597 top1= 88.9205

=== Log global consensus distance @ E5B20 ===
consensus_distance=52.406



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=213.617



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1561 top1= 67.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3759 top1= 44.8818


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5293 top1= 37.9908

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2377 top1= 92.6136

=== Log global consensus distance @ E6B0 ===
consensus_distance=54.410



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=221.810


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2281 top1= 94.8864

=== Log global consensus distance @ E6B10 ===
consensus_distance=56.326



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=229.657


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.3341 top1= 90.0568

=== Log global consensus distance @ E6B20 ===
consensus_distance=58.079



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=236.864



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1068 top1= 68.0589


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6593 top1= 45.8033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4856 top1= 40.6751

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2637 top1= 92.8977

=== Log global consensus distance @ E7B0 ===
consensus_distance=60.006



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=244.733


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2284 top1= 93.1818

=== Log global consensus distance @ E7B10 ===
consensus_distance=62.427



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=254.638


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2650 top1= 92.6136

=== Log global consensus distance @ E7B20 ===
consensus_distance=64.619



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=263.584



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1618 top1= 65.6450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9271 top1= 46.3942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6674 top1= 41.6266

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1946 top1= 93.7500

=== Log global consensus distance @ E8B0 ===
consensus_distance=66.745



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=272.224


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1879 top1= 92.8977

=== Log global consensus distance @ E8B10 ===
consensus_distance=68.929



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=281.151


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2802 top1= 92.8977

=== Log global consensus distance @ E8B20 ===
consensus_distance=70.921



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=289.295



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0763 top1= 66.9171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2265 top1= 46.7047


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8437 top1= 40.0140

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1993 top1= 94.0341

=== Log global consensus distance @ E9B0 ===
consensus_distance=73.402



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=299.405


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2128 top1= 93.7500

=== Log global consensus distance @ E9B10 ===
consensus_distance=76.406



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=311.646


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1954 top1= 93.7500

=== Log global consensus distance @ E9B20 ===
consensus_distance=78.816



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=321.487



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0890 top1= 65.8053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7568 top1= 45.3926


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8953 top1= 40.6450

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1384 top1= 95.1705

=== Log global consensus distance @ E10B0 ===
consensus_distance=81.113



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=330.864


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1826 top1= 93.4659

=== Log global consensus distance @ E10B10 ===
consensus_distance=83.195



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=339.347


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1920 top1= 94.8864

=== Log global consensus distance @ E10B20 ===
consensus_distance=85.822



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=350.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1893 top1= 62.2095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0118 top1= 42.8486


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0658 top1= 40.1142

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1582 top1= 94.6023

=== Log global consensus distance @ E11B0 ===
consensus_distance=88.498



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=360.957


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1588 top1= 94.6023

=== Log global consensus distance @ E11B10 ===
consensus_distance=90.502



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=369.093


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1855 top1= 94.8864

=== Log global consensus distance @ E11B20 ===
consensus_distance=92.143



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=375.754



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0554 top1= 66.4163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5160 top1= 47.6062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7953 top1= 42.7584

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1537 top1= 96.0227

=== Log global consensus distance @ E12B0 ===
consensus_distance=94.334



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=384.634


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1392 top1= 95.4545

=== Log global consensus distance @ E12B10 ===
consensus_distance=96.924



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=395.113


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1674 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=98.724



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=402.423



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0937 top1= 67.3878


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6508 top1= 47.8265


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9244 top1= 42.2376

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1137 top1= 96.5909

=== Log global consensus distance @ E13B0 ===
consensus_distance=100.087



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=407.951


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0950 top1= 97.4432

=== Log global consensus distance @ E13B10 ===
consensus_distance=101.685



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=414.434


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0981 top1= 96.5909

=== Log global consensus distance @ E13B20 ===
consensus_distance=103.007



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=419.881



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9462 top1= 71.1438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4514 top1= 47.5761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4474 top1= 44.3810

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0929 top1= 98.2955

=== Log global consensus distance @ E14B0 ===
consensus_distance=103.936



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=423.716


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0746 top1= 97.4432

=== Log global consensus distance @ E14B10 ===
consensus_distance=104.805



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=427.314


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0832 top1= 98.2955

=== Log global consensus distance @ E14B20 ===
consensus_distance=105.942



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=431.955



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9015 top1= 72.8666


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5680 top1= 47.8566


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2630 top1= 44.7216

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0628 top1= 98.0114

=== Log global consensus distance @ E15B0 ===
consensus_distance=106.995



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=436.294


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0606 top1= 98.2955

=== Log global consensus distance @ E15B10 ===
consensus_distance=107.945



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=440.241


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0746 top1= 97.7273

=== Log global consensus distance @ E15B20 ===
consensus_distance=108.955



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=444.415



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8719 top1= 73.8381


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0807 top1= 47.5661


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7448 top1= 43.4395

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0629 top1= 97.7273

=== Log global consensus distance @ E16B0 ===
consensus_distance=109.846



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=448.071


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0658 top1= 97.4432

=== Log global consensus distance @ E16B10 ===
consensus_distance=110.793



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=451.961


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0499 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=111.898



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=456.515



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8720 top1= 73.5978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4175 top1= 47.5962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2494 top1= 41.0156

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0608 top1= 98.0114

=== Log global consensus distance @ E17B0 ===
consensus_distance=112.800



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=460.232


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0567 top1= 98.2955

=== Log global consensus distance @ E17B10 ===
consensus_distance=113.601



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=463.563


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0532 top1= 98.5795

=== Log global consensus distance @ E17B20 ===
consensus_distance=114.362



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=466.674



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8646 top1= 73.0669


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8454 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7372 top1= 43.2392

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0433 top1= 98.5795

=== Log global consensus distance @ E18B0 ===
consensus_distance=115.021



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=469.357


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0561 top1= 98.8636

=== Log global consensus distance @ E18B10 ===
consensus_distance=115.691



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=472.112


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0486 top1= 98.5795

=== Log global consensus distance @ E18B20 ===
consensus_distance=116.621



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=475.950



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8739 top1= 72.8666


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8132 top1= 47.5761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8215 top1= 44.0004

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0316 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=117.402



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=479.197


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0410 top1= 99.1477

=== Log global consensus distance @ E19B10 ===
consensus_distance=118.092



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=482.069


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0536 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=118.661



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=484.454



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8851 top1= 71.9752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9115 top1= 47.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7742 top1= 44.9920

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0258 top1= 99.1477

=== Log global consensus distance @ E20B0 ===
consensus_distance=119.179



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=486.617


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0360 top1= 98.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=119.585



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=488.399


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0601 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=119.951



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=489.963



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9078 top1= 71.3141


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9783 top1= 47.4459


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8646 top1= 44.1707

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0339 top1= 98.8636

=== Log global consensus distance @ E21B0 ===
consensus_distance=120.351



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=491.634


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0313 top1= 99.1477

=== Log global consensus distance @ E21B10 ===
consensus_distance=120.796



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=493.493


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0394 top1= 98.8636

=== Log global consensus distance @ E21B20 ===
consensus_distance=121.203



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=495.163



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9376 top1= 70.5729


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0551 top1= 47.4359


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9445 top1= 44.6114

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0299 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=121.567



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=496.694


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0417 top1= 98.5795

=== Log global consensus distance @ E22B10 ===
consensus_distance=121.880



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=498.026


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0579 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=122.217



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=499.434



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9513 top1= 69.7817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1114 top1= 47.3658


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8020 top1= 45.4928

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0207 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=122.550



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=500.789


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0317 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=122.855



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=502.047


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0573 top1= 97.7273

=== Log global consensus distance @ E23B20 ===
consensus_distance=123.197



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=503.486



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9631 top1= 69.8818


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1713 top1= 47.3357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9844 top1= 45.3726

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0196 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=123.498



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=504.748


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0398 top1= 98.8636

=== Log global consensus distance @ E24B10 ===
consensus_distance=123.720



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=505.705


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0497 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=123.916



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=506.524



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9588 top1= 70.1422


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2180 top1= 47.3458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1772 top1= 45.0621

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0291 top1= 98.5795

=== Log global consensus distance @ E25B0 ===
consensus_distance=124.080



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=507.213


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0370 top1= 99.1477

=== Log global consensus distance @ E25B10 ===
consensus_distance=124.203



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=507.798


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0520 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=124.334



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=508.354



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9556 top1= 70.2224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2628 top1= 47.3057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2299 top1= 45.2324

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0208 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=124.466



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=508.903


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0323 top1= 99.1477

=== Log global consensus distance @ E26B10 ===
consensus_distance=124.569



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=509.377


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0455 top1= 98.5795

=== Log global consensus distance @ E26B20 ===
consensus_distance=124.673



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=509.801



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9290 top1= 70.7833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3023 top1= 47.3057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3141 top1= 45.1923

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0144 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=124.768



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=510.224


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0250 top1= 99.4318

=== Log global consensus distance @ E27B10 ===
consensus_distance=124.848



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=510.601


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0461 top1= 98.5795

=== Log global consensus distance @ E27B20 ===
consensus_distance=124.936



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=510.974



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9456 top1= 70.4527


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3340 top1= 47.3057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3733 top1= 45.1022

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=125.022



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=511.351


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0250 top1= 99.1477

=== Log global consensus distance @ E28B10 ===
consensus_distance=125.100



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=511.690


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0435 top1= 98.5795

=== Log global consensus distance @ E28B20 ===
consensus_distance=125.168



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=512.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9483 top1= 70.5429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3686 top1= 47.2857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4128 top1= 45.0821

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0163 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=125.253



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=512.379


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0267 top1= 99.1477

=== Log global consensus distance @ E29B10 ===
consensus_distance=125.327



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=512.694


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0464 top1= 98.5795

=== Log global consensus distance @ E29B20 ===
consensus_distance=125.401



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=513.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9332 top1= 70.6230


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4054 top1= 47.2957


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4526 top1= 45.0621

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0156 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=125.468



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=513.328


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0333 top1= 98.8636

=== Log global consensus distance @ E30B10 ===
consensus_distance=125.532



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=513.619


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0466 top1= 98.5795

=== Log global consensus distance @ E30B20 ===
consensus_distance=125.600



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=513.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9494 top1= 70.3025


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4343 top1= 47.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4879 top1= 45.0220

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0203 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=125.669



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=514.206


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0374 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=125.719



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=514.483


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0443 top1= 98.5795

=== Log global consensus distance @ E31B20 ===
consensus_distance=125.778



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=514.759



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9303 top1= 70.4327


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4568 top1= 47.2556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5280 top1= 44.9519

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0131 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=125.822



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=515.029


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0233 top1= 99.1477

=== Log global consensus distance @ E32B10 ===
consensus_distance=125.873



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=515.285


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0488 top1= 98.2955

=== Log global consensus distance @ E32B20 ===
consensus_distance=125.930



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=515.545



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9489 top1= 70.4127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4763 top1= 47.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5570 top1= 44.9319

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0138 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=125.981



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=515.802


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0244 top1= 99.1477

=== Log global consensus distance @ E33B10 ===
consensus_distance=126.033



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=516.048


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0428 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=126.088



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=516.292



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9417 top1= 70.7232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4954 top1= 47.2556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5965 top1= 44.9319

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0200 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=126.140



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=516.534


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0231 top1= 99.1477

=== Log global consensus distance @ E34B10 ===
consensus_distance=126.189



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=516.766


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0416 top1= 98.8636

=== Log global consensus distance @ E34B20 ===
consensus_distance=126.251



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=516.995



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9283 top1= 70.7332


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5186 top1= 47.2155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6186 top1= 44.9119

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0145 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=126.303



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=517.224


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0238 top1= 98.8636

=== Log global consensus distance @ E35B10 ===
consensus_distance=126.348



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=517.448


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0408 top1= 98.8636

=== Log global consensus distance @ E35B20 ===
consensus_distance=126.401



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=517.667



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9353 top1= 70.6731


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5394 top1= 47.2155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6507 top1= 44.8818

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0146 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=126.449



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=517.886


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0223 top1= 98.8636

=== Log global consensus distance @ E36B10 ===
consensus_distance=126.496



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=518.099


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0393 top1= 98.8636

=== Log global consensus distance @ E36B20 ===
consensus_distance=126.544



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=518.307



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9504 top1= 70.8033


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5586 top1= 47.2055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6839 top1= 44.8117

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0260 top1= 99.1477

=== Log global consensus distance @ E37B0 ===
consensus_distance=126.586



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=518.512


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0305 top1= 98.5795

=== Log global consensus distance @ E37B10 ===
consensus_distance=126.630



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=518.714


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0418 top1= 98.5795

=== Log global consensus distance @ E37B20 ===
consensus_distance=126.679



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=518.909



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9238 top1= 70.7131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5722 top1= 47.2055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7013 top1= 44.8017

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0182 top1= 99.4318

=== Log global consensus distance @ E38B0 ===
consensus_distance=126.718



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=519.103


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0356 top1= 98.0114

=== Log global consensus distance @ E38B10 ===
consensus_distance=126.754



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=519.297


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0406 top1= 98.8636

=== Log global consensus distance @ E38B20 ===
consensus_distance=126.795



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=519.485



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9307 top1= 70.8033


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5878 top1= 47.2055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7301 top1= 44.7817

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0165 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=126.835



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=519.672


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0221 top1= 98.8636

=== Log global consensus distance @ E39B10 ===
consensus_distance=126.872



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=519.859


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0387 top1= 98.8636

=== Log global consensus distance @ E39B20 ===
consensus_distance=126.913



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=520.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9615 top1= 70.4728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6038 top1= 47.2155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7447 top1= 44.7216

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0181 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=126.952



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=520.223


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0231 top1= 98.8636

=== Log global consensus distance @ E40B10 ===
consensus_distance=126.995



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=520.405


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0383 top1= 98.8636

=== Log global consensus distance @ E40B20 ===
consensus_distance=127.038



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=520.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9287 top1= 70.9635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6182 top1= 47.2256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7688 top1= 44.6915

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0149 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=127.081



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=520.756


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0345 top1= 98.2955

=== Log global consensus distance @ E41B10 ===
consensus_distance=127.119



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=520.932


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0412 top1= 98.5795

=== Log global consensus distance @ E41B20 ===
consensus_distance=127.157



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=521.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9260 top1= 71.0036


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6307 top1= 47.2256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7884 top1= 44.6715

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0182 top1= 99.4318

=== Log global consensus distance @ E42B0 ===
consensus_distance=127.195



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=521.272


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0320 top1= 98.0114

=== Log global consensus distance @ E42B10 ===
consensus_distance=127.232



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=521.442


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0422 top1= 98.5795

=== Log global consensus distance @ E42B20 ===
consensus_distance=127.264



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=521.609



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9417 top1= 70.8433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6448 top1= 47.2356


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8061 top1= 44.6214

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0191 top1= 99.4318

=== Log global consensus distance @ E43B0 ===
consensus_distance=127.304



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=521.775


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0220 top1= 98.8636

=== Log global consensus distance @ E43B10 ===
consensus_distance=127.339



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=521.942


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0368 top1= 98.8636

=== Log global consensus distance @ E43B20 ===
consensus_distance=127.382



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=522.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9330 top1= 70.5929


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6600 top1= 47.2256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8251 top1= 44.5813

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0153 top1= 99.7159

=== Log global consensus distance @ E44B0 ===
consensus_distance=127.418



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=522.264


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0270 top1= 98.5795

=== Log global consensus distance @ E44B10 ===
consensus_distance=127.454



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=522.425


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0383 top1= 98.8636

=== Log global consensus distance @ E44B20 ===
consensus_distance=127.490



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=522.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9378 top1= 70.5729


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6718 top1= 47.2256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8449 top1= 44.5312

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0160 top1= 99.4318

=== Log global consensus distance @ E45B0 ===
consensus_distance=127.524



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=522.740


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0262 top1= 98.8636

=== Log global consensus distance @ E45B10 ===
consensus_distance=127.558



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=522.897


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0381 top1= 98.8636

=== Log global consensus distance @ E45B20 ===
consensus_distance=127.595



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9360 top1= 70.9936


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6858 top1= 47.2356


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8631 top1= 44.5012

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0143 top1= 99.4318

=== Log global consensus distance @ E46B0 ===
consensus_distance=127.630



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.204


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0215 top1= 98.8636

=== Log global consensus distance @ E46B10 ===
consensus_distance=127.658



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.359


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0367 top1= 98.8636

=== Log global consensus distance @ E46B20 ===
consensus_distance=127.694



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.510



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9448 top1= 70.8233


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6977 top1= 47.2456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8752 top1= 44.4812

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0167 top1= 99.4318

=== Log global consensus distance @ E47B0 ===
consensus_distance=127.734



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.662


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0295 top1= 98.5795

=== Log global consensus distance @ E47B10 ===
consensus_distance=127.773



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.815


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0364 top1= 98.8636

=== Log global consensus distance @ E47B20 ===
consensus_distance=127.809



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.962



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9393 top1= 70.7131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7117 top1= 47.2456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8920 top1= 44.4812

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0168 top1= 99.4318

=== Log global consensus distance @ E48B0 ===
consensus_distance=127.841



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.111


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0315 top1= 98.0114

=== Log global consensus distance @ E48B10 ===
consensus_distance=127.870



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.260


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0373 top1= 98.5795

=== Log global consensus distance @ E48B20 ===
consensus_distance=127.902



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.406



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9433 top1= 71.2540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7258 top1= 47.2556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9054 top1= 44.4712

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0219 top1= 98.8636

=== Log global consensus distance @ E49B0 ===
consensus_distance=127.934



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.553


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0302 top1= 98.5795

=== Log global consensus distance @ E49B10 ===
consensus_distance=127.968



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.700


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0359 top1= 98.8636

=== Log global consensus distance @ E49B20 ===
consensus_distance=128.007



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.844



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9290 top1= 70.9535


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7387 top1= 47.2556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9181 top1= 44.4511

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0142 top1= 99.4318

=== Log global consensus distance @ E50B0 ===
consensus_distance=128.034



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.989


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0228 top1= 98.8636

=== Log global consensus distance @ E50B10 ===
consensus_distance=128.062



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=525.134


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0365 top1= 98.5795

=== Log global consensus distance @ E50B20 ===
consensus_distance=128.095



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=525.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9360 top1= 71.0337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7494 top1= 47.2556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9309 top1= 44.4211

