
=== 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=0.018



=== 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: 2.2601 top1= 22.1591

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.129


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1996 top1= 34.0909

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.116



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3036 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3108 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3182 top1= 10.2865

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1476 top1= 23.5795

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.220



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.935


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1179 top1= 22.7273

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.318



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.368


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0945 top1= 24.4318

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.393



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.698



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3064 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3275 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3356 top1= 10.2865

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0755 top1= 23.5795

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.446



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.932


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0727 top1= 22.7273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.480



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.083


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.0642 top1= 24.4318

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.500



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.173



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3084 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3355 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3421 top1= 10.2865

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.0541 top1= 23.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.515



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.239


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.0560 top1= 22.7273

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.525



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.284


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.0447 top1= 24.4318

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.535



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.323



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3101 top1= 11.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3580 top1= 11.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3455 top1= 10.2865

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.0132 top1= 23.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.555



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.408


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.9210 top1= 22.7273

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.610



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.639


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.7998 top1= 21.5909

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.679



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.924



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3553 top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0862 top1= 10.0962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3860 top1= 10.2865

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.7011 top1= 29.8295

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.630



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.685


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.5680 top1= 33.5227

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.549



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.312


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.4525 top1= 38.6364

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.473



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.961



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8846 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7453 top1= 19.0605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8429 top1=  9.6054

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.2237 top1= 47.1591

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.442



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.819


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.1210 top1= 50.5682

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.444



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=1.823


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.9026 top1= 64.7727

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.466



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.923



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5734 top1= 15.5048


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7839 top1= 39.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9226 top1= 19.6514

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.7522 top1= 68.4659

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.481



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.977


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.5628 top1= 78.1250

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.532



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.205


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.4093 top1= 86.9318

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.525



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.184



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7426 top1= 38.6719


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2219 top1= 40.4848


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9813 top1= 36.2079

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2711 top1= 92.0455

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.494



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.051


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.3286 top1= 91.7614

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.489



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.028


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2258 top1= 92.8977

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.456



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.886



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3400 top1= 52.7143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7369 top1= 42.6783


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3695 top1= 43.0088

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1798 top1= 94.3182

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.401



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.652


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1850 top1= 94.8864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.358



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.462


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1776 top1= 95.4545

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.320



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.293



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1889 top1= 57.2616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5874 top1= 44.6314


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5263 top1= 40.4147

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1889 top1= 94.0341

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.301



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.209


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1621 top1= 95.7386

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.294



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.178


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1572 top1= 96.3068

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.277



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0847 top1= 62.0793


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5795 top1= 45.2224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1921 top1= 42.9287

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1514 top1= 94.6023

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.265



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.052


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1414 top1= 95.4545

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.260



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.032


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1480 top1= 96.3068

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.251



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.991



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0048 top1= 66.7969


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5501 top1= 45.4327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9518 top1= 44.0405

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1402 top1= 95.7386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.968


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1281 top1= 95.4545

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.242



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.951


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1517 top1= 95.7386

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.233



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.913



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9754 top1= 67.7885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5402 top1= 45.5128


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7579 top1= 44.6214

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1434 top1= 95.7386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.232



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.905


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1243 top1= 95.7386

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.232



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.907


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1489 top1= 96.0227

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.226



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.881



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9783 top1= 67.5180


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3674 top1= 46.4744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8155 top1= 43.7400

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1543 top1= 94.6023

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.221



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.858


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1451 top1= 96.0227

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.226



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.879


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1490 top1= 96.5909

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.224



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.871



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9723 top1= 67.8886


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2598 top1= 46.7147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8764 top1= 44.2107

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1338 top1= 94.8864

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.219



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.851


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1692 top1= 95.4545

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.224



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.871


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1406 top1= 96.8750

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.227



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.883



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9397 top1= 69.6314


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1690 top1= 46.4443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8052 top1= 44.7416

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1197 top1= 95.4545

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.226



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.880


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1298 top1= 95.7386

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.912


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1547 top1= 96.5909

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.231



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.903



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9173 top1= 70.8433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1537 top1= 46.6146


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6968 top1= 45.4127

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1092 top1= 96.8750

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.893


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1267 top1= 96.3068

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.233



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.910


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1506 top1= 94.8864

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.876



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9079 top1= 69.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3437 top1= 45.6931


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7879 top1= 45.3626

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1207 top1= 96.0227

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.833


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1104 top1= 96.5909

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.211



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.811


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1446 top1= 96.0227

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.208



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.800



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8920 top1= 70.3526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3173 top1= 45.7131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7362 top1= 45.1422

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1151 top1= 96.0227

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.793


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1360 top1= 95.1705

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.798


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1253 top1= 96.5909

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.212



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.819



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8558 top1= 75.2804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3863 top1= 46.2039


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8036 top1= 44.4511

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1119 top1= 96.3068

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.208



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.803


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1471 top1= 95.7386

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.801


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1374 top1= 96.0227

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.212



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.817



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8694 top1= 74.7696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2170 top1= 47.0653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7176 top1= 44.7616

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1152 top1= 96.0227

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.213



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.821


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1189 top1= 97.1591

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.210



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.812


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1497 top1= 95.7386

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.782



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9136 top1= 71.5645


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0169 top1= 48.0168


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6580 top1= 44.3910

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1152 top1= 96.0227

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.203



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.775


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1235 top1= 96.5909

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.213



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.821


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1426 top1= 96.3068

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.209



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.805



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9092 top1= 72.7865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1136 top1= 47.0954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6452 top1= 44.2508

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1135 top1= 95.7386

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.208



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.796


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1141 top1= 96.5909

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.224



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.868


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1286 top1= 96.3068

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.227



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.882



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8753 top1= 71.5545


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1823 top1= 46.8950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7895 top1= 45.4627

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0968 top1= 97.4432

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.216



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.832


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1044 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.797


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1444 top1= 95.1705

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.201



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.769



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8888 top1= 69.7516


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1570 top1= 46.6046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7850 top1= 45.2023

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1066 top1= 96.8750

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.201



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.767


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1169 top1= 97.1591

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.204



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.777


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1304 top1= 96.3068

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.770



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8702 top1= 72.6763


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2420 top1= 46.8349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7333 top1= 44.8918

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0897 top1= 96.8750

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.198



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.755


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1218 top1= 96.5909

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.197



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.751


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1222 top1= 96.5909

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.196



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.749



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8793 top1= 73.6979


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3058 top1= 46.9451


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7148 top1= 44.1506

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1074 top1= 96.3068

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.194



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.740


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1335 top1= 96.3068

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.201



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.768


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1235 top1= 96.8750

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.784



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8916 top1= 74.4591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3073 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7381 top1= 44.2708

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.1086 top1= 96.5909

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.203



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.774


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1137 top1= 97.1591

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.823


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1235 top1= 96.3068

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.217



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.840



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8607 top1= 75.9115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2088 top1= 47.8466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8077 top1= 44.0805

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0888 top1= 97.7273

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.208



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.801


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1147 top1= 97.1591

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.203



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.777


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1384 top1= 96.0227

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.202



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.775



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8593 top1= 74.1486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0784 top1= 48.5176


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7717 top1= 45.4728

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0829 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.201



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.768


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1066 top1= 97.4432

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.198



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.754


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1445 top1= 96.0227

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.741



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8529 top1= 74.3790


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9733 top1= 48.4275


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7984 top1= 43.9002

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0865 top1= 97.4432

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.196



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.746


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1237 top1= 96.8750

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.199



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.760


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1190 top1= 96.8750

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.196



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.746



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8544 top1= 75.2504


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1286 top1= 48.1270


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7508 top1= 44.3610

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0830 top1= 98.2955

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.196



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.748


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1105 top1= 97.1591

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.738


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1203 top1= 96.8750

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.190



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.721



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8734 top1= 74.2087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1882 top1= 47.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6532 top1= 44.4912

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0971 top1= 97.4432

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.193



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.732


[E34B10 |   4224/60000 (  7%) ] Loss: 0.1167 top1= 96.8750

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.198



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.756


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1155 top1= 97.4432

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.745



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8752 top1= 75.2003


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2553 top1= 47.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7139 top1= 43.3193

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.1010 top1= 97.1591

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.193



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.733


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1182 top1= 97.4432

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.202



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.775


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1153 top1= 97.1591

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.204



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.785



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8836 top1= 75.4708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2826 top1= 47.5060


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7347 top1= 43.8502

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0952 top1= 96.8750

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.202



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.771


[E36B10 |   4224/60000 (  7%) ] Loss: 0.1099 top1= 96.5909

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.796


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1202 top1= 96.3068

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.209



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.801



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8454 top1= 74.0284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2292 top1= 47.7764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7526 top1= 45.4627

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0887 top1= 97.7273

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.763


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1091 top1= 97.1591

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.194



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.740


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1323 top1= 96.5909

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.742



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8537 top1= 73.2572


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1919 top1= 48.1771


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7105 top1= 45.4728

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0896 top1= 97.4432

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.198



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.750


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1156 top1= 96.5909

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.198



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.752


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1184 top1= 97.1591

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.200



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.763



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8607 top1= 75.0000


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1051 top1= 48.2973


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6895 top1= 44.4111

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0895 top1= 97.7273

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.793


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1251 top1= 96.5909

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.208



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.800


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.1130 top1= 97.4432

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.207



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.795



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8603 top1= 75.0000


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9313 top1= 48.7480


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6620 top1= 43.4696

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0952 top1= 97.1591

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.215



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.828


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1239 top1= 96.5909

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.222



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.861


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1320 top1= 96.8750

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.218



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.844



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8802 top1= 75.5609


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4489 top1= 46.9551


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6964 top1= 44.4712

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.1174 top1= 97.1591

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.217



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.838


[E41B10 |   4224/60000 (  7%) ] Loss: 0.1093 top1= 96.8750

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.216



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.835


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.1139 top1= 96.3068

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.208



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.803



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8223 top1= 77.2436


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5412 top1= 46.6446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7721 top1= 43.7099

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.1000 top1= 96.8750

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.764


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0997 top1= 97.1591

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.195



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.744


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.1166 top1= 96.5909

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.190



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.722



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8229 top1= 75.8213


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3693 top1= 47.9167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6958 top1= 45.1022

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0738 top1= 98.0114

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.193



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.731


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0937 top1= 97.7273

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.715


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.1068 top1= 97.4432

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.183



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.688



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8294 top1= 75.5709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3063 top1= 48.0970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6988 top1= 43.9904

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0716 top1= 99.1477

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.690


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0956 top1= 97.1591

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.1001 top1= 97.4432

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.660



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8660 top1= 74.8498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3446 top1= 47.8466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6950 top1= 43.6498

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0891 top1= 98.0114

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.178



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.668


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0942 top1= 97.7273

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0972 top1= 97.4432

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.667



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8725 top1= 75.0501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3670 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7305 top1= 44.0605

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0925 top1= 98.0114

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0966 top1= 98.2955

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.709


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.1029 top1= 97.7273

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.185



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.702



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8591 top1= 74.9299


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4399 top1= 47.1554


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6357 top1= 44.9319

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0813 top1= 98.5795

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.698


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0930 top1= 98.5795

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.190



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.718


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1015 top1= 96.5909

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.723



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8376 top1= 73.4475


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3581 top1= 47.5160


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7427 top1= 45.6230

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0890 top1= 97.1591

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.187



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.708


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0955 top1= 97.1591

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.183



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.691


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1043 top1= 97.1591

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.669



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8484 top1= 73.4675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3468 top1= 48.1270


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6792 top1= 45.4427

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0804 top1= 98.5795

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.679


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0982 top1= 96.3068

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.685


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1037 top1= 97.4432

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.680



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8501 top1= 75.3005


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3861 top1= 47.5761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6921 top1= 44.4511

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0893 top1= 97.1591

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.689


[E50B10 |   4224/60000 (  7%) ] Loss: 0.1017 top1= 97.4432

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.184



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.697


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.1212 top1= 97.4432

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.183



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.693



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8624 top1= 74.8498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1843 top1= 48.5176


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6995 top1= 44.1006

