
=== 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=0.001



=== 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: 1.5652 top1= 43.7500

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.610



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.416


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.0360 top1= 69.3182

=== Log global consensus distance @ E1B20 ===
consensus_distance=5.449



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.029
clique2_consensus_distance=22.259



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6674 top1= 41.8269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4441 top1= 38.5216


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2201 top1= 35.2865

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.7288 top1= 81.8182

=== Log global consensus distance @ E2B0 ===
consensus_distance=15.106



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=61.718


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.6874 top1= 79.2614

=== Log global consensus distance @ E2B10 ===
consensus_distance=22.585



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.035
clique2_consensus_distance=92.070


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.8001 top1= 77.8409

=== Log global consensus distance @ E2B20 ===
consensus_distance=28.195



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=114.874



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4950 top1= 61.1779


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9289 top1= 38.2512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0946 top1= 35.6771

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.7842 top1= 76.7045

=== Log global consensus distance @ E3B0 ===
consensus_distance=33.030



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.018
clique2_consensus_distance=134.436


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.7006 top1= 78.1250

=== Log global consensus distance @ E3B10 ===
consensus_distance=36.684



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=149.233


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.6724 top1= 78.6932

=== Log global consensus distance @ E3B20 ===
consensus_distance=40.302



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=163.905



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3555 top1= 59.5954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7521 top1= 41.2660


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4893 top1= 37.4199

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.4835 top1= 86.9318

=== Log global consensus distance @ E4B0 ===
consensus_distance=43.902



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=178.530


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.5209 top1= 86.6477

=== Log global consensus distance @ E4B10 ===
consensus_distance=47.434



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=192.827


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3896 top1= 89.7727

=== Log global consensus distance @ E4B20 ===
consensus_distance=50.782



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=206.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1753 top1= 69.7817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5535 top1= 43.1791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2142 top1= 39.4231

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2591 top1= 93.1818

=== Log global consensus distance @ E5B0 ===
consensus_distance=53.447



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=217.184


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3017 top1= 90.0568

=== Log global consensus distance @ E5B10 ===
consensus_distance=55.549



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=225.651


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2769 top1= 91.1932

=== Log global consensus distance @ E5B20 ===
consensus_distance=57.209



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=232.309



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1349 top1= 70.7131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7125 top1= 44.3209


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8980 top1= 38.1110

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2000 top1= 93.4659

=== Log global consensus distance @ E6B0 ===
consensus_distance=59.213



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=240.393


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.3739 top1= 89.4886

=== Log global consensus distance @ E6B10 ===
consensus_distance=61.556



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=249.863


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2152 top1= 94.0341

=== Log global consensus distance @ E6B20 ===
consensus_distance=64.040



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=259.867



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1216 top1= 69.7115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4556 top1= 43.3594


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5609 top1= 40.1142

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.3189 top1= 91.1932

=== Log global consensus distance @ E7B0 ===
consensus_distance=66.245



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=268.788


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.3302 top1= 88.9205

=== Log global consensus distance @ E7B10 ===
consensus_distance=68.329



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=277.191


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2444 top1= 93.1818

=== Log global consensus distance @ E7B20 ===
consensus_distance=70.535



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=286.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1062 top1= 70.8934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4861 top1= 47.1755


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8278 top1= 39.0224

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.2272 top1= 92.6136

=== Log global consensus distance @ E8B0 ===
consensus_distance=72.884



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=295.610


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2242 top1= 92.8977

=== Log global consensus distance @ E8B10 ===
consensus_distance=75.039



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=304.356


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2202 top1= 93.1818

=== Log global consensus distance @ E8B20 ===
consensus_distance=77.147



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=312.873



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0427 top1= 73.3073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9409 top1= 47.8966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8979 top1= 42.2175

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1721 top1= 94.6023

=== Log global consensus distance @ E9B0 ===
consensus_distance=79.137



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=320.940


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1517 top1= 96.0227

=== Log global consensus distance @ E9B10 ===
consensus_distance=80.949



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=328.285


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1568 top1= 95.1705

=== Log global consensus distance @ E9B20 ===
consensus_distance=82.505



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=334.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0133 top1= 74.1787


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2460 top1= 46.6647


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8961 top1= 42.2476

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1185 top1= 96.5909

=== Log global consensus distance @ E10B0 ===
consensus_distance=83.835



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=339.963


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1556 top1= 95.7386

=== Log global consensus distance @ E10B10 ===
consensus_distance=85.193



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=345.444


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1627 top1= 94.6023

=== Log global consensus distance @ E10B20 ===
consensus_distance=86.409



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=350.360



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9999 top1= 72.9067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9617 top1= 48.4275


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3176 top1= 39.8237

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1308 top1= 96.0227

=== Log global consensus distance @ E11B0 ===
consensus_distance=87.660



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=355.405


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1452 top1= 96.8750

=== Log global consensus distance @ E11B10 ===
consensus_distance=89.018



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=360.883


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1666 top1= 94.3182

=== Log global consensus distance @ E11B20 ===
consensus_distance=90.323



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=366.163



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9704 top1= 73.7380


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8658 top1= 48.2071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7896 top1= 45.4026

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0978 top1= 97.4432

=== Log global consensus distance @ E12B0 ===
consensus_distance=91.669



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=371.608


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1682 top1= 94.6023

=== Log global consensus distance @ E12B10 ===
consensus_distance=93.142



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=377.538


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1907 top1= 93.4659

=== Log global consensus distance @ E12B20 ===
consensus_distance=94.476



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=382.911



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9125 top1= 73.5777


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7259 top1= 48.8281


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7214 top1= 43.5296

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0909 top1= 96.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=95.698



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=387.861


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1309 top1= 96.0227

=== Log global consensus distance @ E13B10 ===
consensus_distance=96.893



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=392.692


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1700 top1= 96.0227

=== Log global consensus distance @ E13B20 ===
consensus_distance=97.869



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=396.627



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9263 top1= 72.7965


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5592 top1= 48.1771


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9379 top1= 39.2728

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0881 top1= 97.7273

=== Log global consensus distance @ E14B0 ===
consensus_distance=98.580



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=399.536


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1384 top1= 96.3068

=== Log global consensus distance @ E14B10 ===
consensus_distance=99.210



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=402.069


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1360 top1= 95.4545

=== Log global consensus distance @ E14B20 ===
consensus_distance=99.891



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=404.816



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8764 top1= 74.9700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5365 top1= 48.6779


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1094 top1= 43.6799

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0906 top1= 97.4432

=== Log global consensus distance @ E15B0 ===
consensus_distance=100.575



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=407.585


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0982 top1= 96.8750

=== Log global consensus distance @ E15B10 ===
consensus_distance=101.232



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=410.232


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1137 top1= 96.0227

=== Log global consensus distance @ E15B20 ===
consensus_distance=101.859



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=412.759



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8833 top1= 74.3590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7384 top1= 48.4075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2098 top1= 43.8902

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0687 top1= 98.2955

=== Log global consensus distance @ E16B0 ===
consensus_distance=102.496



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=415.325


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0811 top1= 97.1591

=== Log global consensus distance @ E16B10 ===
consensus_distance=103.095



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=417.749


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1085 top1= 96.8750

=== Log global consensus distance @ E16B20 ===
consensus_distance=103.886



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=420.920



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8992 top1= 75.3606


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1252 top1= 48.3574


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8622 top1= 41.3261

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0784 top1= 96.5909

=== Log global consensus distance @ E17B0 ===
consensus_distance=104.643



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=423.942


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0700 top1= 98.0114

=== Log global consensus distance @ E17B10 ===
consensus_distance=105.241



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=426.349


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0805 top1= 97.1591

=== Log global consensus distance @ E17B20 ===
consensus_distance=105.798



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=428.620



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8753 top1= 75.1603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0852 top1= 48.4475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5232 top1= 43.9203

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0550 top1= 97.7273

=== Log global consensus distance @ E18B0 ===
consensus_distance=106.433



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=431.189


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0630 top1= 98.5795

=== Log global consensus distance @ E18B10 ===
consensus_distance=107.036



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=433.619


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0785 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=107.753



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=436.514



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8451 top1= 75.0300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5762 top1= 48.0469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3473 top1= 44.4311

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0493 top1= 98.8636

=== Log global consensus distance @ E19B0 ===
consensus_distance=108.627



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=440.053


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0734 top1= 98.0114

=== Log global consensus distance @ E19B10 ===
consensus_distance=109.449



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=443.356


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0818 top1= 96.8750

=== Log global consensus distance @ E19B20 ===
consensus_distance=110.211



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=446.417



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8434 top1= 74.6695


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7626 top1= 48.0970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3834 top1= 44.7516

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0406 top1= 98.5795

=== Log global consensus distance @ E20B0 ===
consensus_distance=110.879



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=449.125


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0554 top1= 98.8636

=== Log global consensus distance @ E20B10 ===
consensus_distance=111.517



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=451.713


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0632 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=112.208



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=454.505



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8500 top1= 73.7680


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7120 top1= 48.0168


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4644 top1= 43.8401

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0452 top1= 98.2955

=== Log global consensus distance @ E21B0 ===
consensus_distance=112.918



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.364


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0624 top1= 98.5795

=== Log global consensus distance @ E21B10 ===
consensus_distance=113.650



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=460.310


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0618 top1= 98.0114

=== Log global consensus distance @ E21B20 ===
consensus_distance=114.551



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=463.955



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8512 top1= 73.2171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7805 top1= 47.9868


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6050 top1= 44.9619

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0400 top1= 98.8636

=== Log global consensus distance @ E22B0 ===
consensus_distance=115.502



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=467.791


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0766 top1= 97.7273

=== Log global consensus distance @ E22B10 ===
consensus_distance=116.182



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=470.517


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0833 top1= 96.8750

=== Log global consensus distance @ E22B20 ===
consensus_distance=116.734



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=472.724



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8692 top1= 72.1655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8352 top1= 47.9567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3107 top1= 44.9319

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0408 top1= 99.1477

=== Log global consensus distance @ E23B0 ===
consensus_distance=117.251



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=474.826


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0558 top1= 98.8636

=== Log global consensus distance @ E23B10 ===
consensus_distance=117.781



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=476.976


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0637 top1= 97.4432

=== Log global consensus distance @ E23B20 ===
consensus_distance=118.245



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=478.846



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8514 top1= 72.5962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8738 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8628 top1= 44.0705

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0409 top1= 98.5795

=== Log global consensus distance @ E24B0 ===
consensus_distance=118.607



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=480.306


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0489 top1= 98.8636

=== Log global consensus distance @ E24B10 ===
consensus_distance=118.920



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=481.577


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0574 top1= 97.7273

=== Log global consensus distance @ E24B20 ===
consensus_distance=119.205



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=482.726



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8524 top1= 72.6362


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9095 top1= 47.9167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7707 top1= 44.2208

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0418 top1= 99.1477

=== Log global consensus distance @ E25B0 ===
consensus_distance=119.443



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=483.685


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0520 top1= 98.8636

=== Log global consensus distance @ E25B10 ===
consensus_distance=119.681



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=484.643


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0594 top1= 97.4432

=== Log global consensus distance @ E25B20 ===
consensus_distance=119.898



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=485.519



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8470 top1= 72.7163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9389 top1= 47.9067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9771 top1= 43.8001

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0426 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=120.088



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=486.285


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0518 top1= 98.8636

=== Log global consensus distance @ E26B10 ===
consensus_distance=120.281



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=487.065


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0574 top1= 98.0114

=== Log global consensus distance @ E26B20 ===
consensus_distance=120.481



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=487.874



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8466 top1= 72.7965


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9682 top1= 47.9167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9124 top1= 44.4211

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0405 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=120.674



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=488.655


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0516 top1= 98.8636

=== Log global consensus distance @ E27B10 ===
consensus_distance=120.882



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=489.496


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0570 top1= 97.7273

=== Log global consensus distance @ E27B20 ===
consensus_distance=121.097



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=490.366



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8447 top1= 72.7865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9968 top1= 47.9067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9221 top1= 44.4611

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0403 top1= 99.1477

=== Log global consensus distance @ E28B0 ===
consensus_distance=121.296



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=491.170


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0514 top1= 98.8636

=== Log global consensus distance @ E28B10 ===
consensus_distance=121.506



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=492.017


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0570 top1= 97.7273

=== Log global consensus distance @ E28B20 ===
consensus_distance=121.725



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=492.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8418 top1= 72.8966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0221 top1= 47.8866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9292 top1= 44.6114

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0396 top1= 99.1477

=== Log global consensus distance @ E29B0 ===
consensus_distance=121.926



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=493.711


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0507 top1= 98.8636

=== Log global consensus distance @ E29B10 ===
consensus_distance=122.136



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=494.558


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0570 top1= 98.0114

=== Log global consensus distance @ E29B20 ===
consensus_distance=122.353



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=495.435



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8384 top1= 72.9768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0447 top1= 47.8866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9767 top1= 44.5813

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 99.1477

=== Log global consensus distance @ E30B0 ===
consensus_distance=122.550



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=496.230


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0495 top1= 98.8636

=== Log global consensus distance @ E30B10 ===
consensus_distance=122.752



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=497.044


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0569 top1= 98.0114

=== Log global consensus distance @ E30B20 ===
consensus_distance=122.961



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=497.888



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8363 top1= 73.1070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0654 top1= 47.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0003 top1= 44.6715

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0379 top1= 99.1477

=== Log global consensus distance @ E31B0 ===
consensus_distance=123.156



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=498.678


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0486 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=123.362



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=499.506


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0569 top1= 98.0114

=== Log global consensus distance @ E31B20 ===
consensus_distance=123.571



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=500.348



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8308 top1= 73.2472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0843 top1= 47.8065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0980 top1= 44.5312

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0374 top1= 98.8636

=== Log global consensus distance @ E32B0 ===
consensus_distance=123.760



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=501.110


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0475 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=123.951



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=501.882


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0554 top1= 98.0114

=== Log global consensus distance @ E32B20 ===
consensus_distance=124.147



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=502.668



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8289 top1= 73.4275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1033 top1= 47.8065


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1265 top1= 44.7616

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0354 top1= 98.8636

=== Log global consensus distance @ E33B0 ===
consensus_distance=124.329



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=503.410


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0470 top1= 98.5795

=== Log global consensus distance @ E33B10 ===
consensus_distance=124.521



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=504.183


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0548 top1= 98.0114

=== Log global consensus distance @ E33B20 ===
consensus_distance=124.713



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=504.954



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8254 top1= 73.5176


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1231 top1= 47.7865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2047 top1= 44.7216

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0349 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=124.889



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=505.667


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0463 top1= 98.5795

=== Log global consensus distance @ E34B10 ===
consensus_distance=125.071



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=506.400


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0540 top1= 98.0114

=== Log global consensus distance @ E34B20 ===
consensus_distance=125.250



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=507.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8236 top1= 73.6579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1400 top1= 47.7364


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2641 top1= 44.7316

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0338 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=125.415



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=507.788


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0456 top1= 98.5795

=== Log global consensus distance @ E35B10 ===
consensus_distance=125.585



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=508.473


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0532 top1= 98.0114

=== Log global consensus distance @ E35B20 ===
consensus_distance=125.752



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=509.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8223 top1= 73.8682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1542 top1= 47.7264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3161 top1= 44.7216

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0330 top1= 98.8636

=== Log global consensus distance @ E36B0 ===
consensus_distance=125.905



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=509.766


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0449 top1= 98.5795

=== Log global consensus distance @ E36B10 ===
consensus_distance=126.067



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=510.414


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0527 top1= 98.0114

=== Log global consensus distance @ E36B20 ===
consensus_distance=126.222



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=511.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8195 top1= 74.0084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1710 top1= 47.7264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3805 top1= 44.6214

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0327 top1= 98.8636

=== Log global consensus distance @ E37B0 ===
consensus_distance=126.365



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=511.617


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0443 top1= 98.5795

=== Log global consensus distance @ E37B10 ===
consensus_distance=126.515



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=512.219


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0525 top1= 98.0114

=== Log global consensus distance @ E37B20 ===
consensus_distance=126.658



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=512.798



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8183 top1= 74.1587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1866 top1= 47.7063


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4176 top1= 44.6314

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0321 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=126.791



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=513.338


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0435 top1= 98.5795

=== Log global consensus distance @ E38B10 ===
consensus_distance=126.934



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=513.909


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0522 top1= 98.0114

=== Log global consensus distance @ E38B20 ===
consensus_distance=127.069



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=514.454



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8162 top1= 74.3289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2024 top1= 47.6963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4442 top1= 44.6314

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0317 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=127.194



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=514.961


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0429 top1= 98.5795

=== Log global consensus distance @ E39B10 ===
consensus_distance=127.325



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=515.487


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0516 top1= 98.0114

=== Log global consensus distance @ E39B20 ===
consensus_distance=127.449



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=515.987



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8150 top1= 74.3890


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2150 top1= 47.6963


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4893 top1= 44.6514

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0312 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=127.563



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=516.450


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0421 top1= 98.5795

=== Log global consensus distance @ E40B10 ===
consensus_distance=127.686



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=516.941


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0512 top1= 98.0114

=== Log global consensus distance @ E40B20 ===
consensus_distance=127.801



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=517.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8140 top1= 74.4191


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2283 top1= 47.6863


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5141 top1= 44.6615

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0307 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=127.909



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=517.843


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0416 top1= 98.5795

=== Log global consensus distance @ E41B10 ===
consensus_distance=128.025



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=518.308


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0511 top1= 98.0114

=== Log global consensus distance @ E41B20 ===
consensus_distance=128.134



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=518.752



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8128 top1= 74.5292


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2421 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5293 top1= 44.7216

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0304 top1= 99.1477

=== Log global consensus distance @ E42B0 ===
consensus_distance=128.238



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=519.170


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0411 top1= 98.5795

=== Log global consensus distance @ E42B10 ===
consensus_distance=128.349



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=519.615


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0508 top1= 98.0114

=== Log global consensus distance @ E42B20 ===
consensus_distance=128.453



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=520.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8114 top1= 74.6394


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2543 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5552 top1= 44.7316

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0300 top1= 99.1477

=== Log global consensus distance @ E43B0 ===
consensus_distance=128.550



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=520.430


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0404 top1= 98.5795

=== Log global consensus distance @ E43B10 ===
consensus_distance=128.656



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=520.856


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0505 top1= 98.0114

=== Log global consensus distance @ E43B20 ===
consensus_distance=128.755



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=521.255



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8113 top1= 74.6895


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2665 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5644 top1= 44.7917

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0297 top1= 99.1477

=== Log global consensus distance @ E44B0 ===
consensus_distance=128.849



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=521.636


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0398 top1= 98.5795

=== Log global consensus distance @ E44B10 ===
consensus_distance=128.951



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=522.048


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0502 top1= 98.0114

=== Log global consensus distance @ E44B20 ===
consensus_distance=129.047



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=522.433



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8101 top1= 74.7796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2774 top1= 47.6663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5859 top1= 44.7716

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0295 top1= 99.1477

=== Log global consensus distance @ E45B0 ===
consensus_distance=129.137



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=522.799


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0394 top1= 98.5795

=== Log global consensus distance @ E45B10 ===
consensus_distance=129.235



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.193


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0500 top1= 98.2955

=== Log global consensus distance @ E45B20 ===
consensus_distance=129.326



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.559



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8092 top1= 74.8798


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2884 top1= 47.6663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6096 top1= 44.7716

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0293 top1= 99.1477

=== Log global consensus distance @ E46B0 ===
consensus_distance=129.412



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=523.907


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0389 top1= 98.5795

=== Log global consensus distance @ E46B10 ===
consensus_distance=129.505



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.281


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0496 top1= 98.2955

=== Log global consensus distance @ E46B20 ===
consensus_distance=129.591



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.628



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8081 top1= 74.9099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2984 top1= 47.6562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6310 top1= 44.7917

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0291 top1= 99.1477

=== Log global consensus distance @ E47B0 ===
consensus_distance=129.672



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=524.957


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0384 top1= 98.5795

=== Log global consensus distance @ E47B10 ===
consensus_distance=129.761



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=525.313


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0494 top1= 98.2955

=== Log global consensus distance @ E47B20 ===
consensus_distance=129.842



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=525.643



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8074 top1= 75.0200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3090 top1= 47.6462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6453 top1= 44.8618

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0291 top1= 98.8636

=== Log global consensus distance @ E48B0 ===
consensus_distance=129.921



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=525.960


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0380 top1= 98.5795

=== Log global consensus distance @ E48B10 ===
consensus_distance=130.006



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=526.304


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0492 top1= 98.2955

=== Log global consensus distance @ E48B20 ===
consensus_distance=130.085



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=526.623



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8072 top1= 74.9299


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3188 top1= 47.6362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6531 top1= 44.8918

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0290 top1= 98.8636

=== Log global consensus distance @ E49B0 ===
consensus_distance=130.161



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=526.930


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0375 top1= 98.5795

=== Log global consensus distance @ E49B10 ===
consensus_distance=130.243



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=527.261


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0489 top1= 98.2955

=== Log global consensus distance @ E49B20 ===
consensus_distance=130.320



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=527.570



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8066 top1= 74.9199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3280 top1= 47.6362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6625 top1= 44.9119

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0287 top1= 98.8636

=== Log global consensus distance @ E50B0 ===
consensus_distance=130.394



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=527.868


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0371 top1= 98.5795

=== Log global consensus distance @ E50B10 ===
consensus_distance=130.473



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=528.188


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0486 top1= 98.2955

=== Log global consensus distance @ E50B20 ===
consensus_distance=130.546



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=528.485



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8061 top1= 74.9599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3358 top1= 47.6262


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6795 top1= 44.9519

