
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.592 0.075]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.075 0.925]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.9785 top1= 42.3295

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.015



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.5810 top1= 52.2727

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0888 top1= 35.8173


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6661 top1= 38.5417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4590 top1= 33.7340

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1466 top1= 68.7500

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.312


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.8777 top1= 78.1250

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.100



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6822 top1= 85.7955

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.443



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6101 top1= 53.8462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7663 top1= 39.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7587 top1= 35.7572

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4630 top1= 91.7614

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.112



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.458


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4034 top1= 91.4773

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.108



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.439


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3925 top1= 89.2045

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.099



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2719 top1= 65.5549


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3793 top1= 39.8638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6215 top1= 39.8938

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2796 top1= 92.8977

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.091



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.369


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2953 top1= 93.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.083



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.333


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3152 top1= 92.3295

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.075



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.300



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1197 top1= 68.9303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1619 top1= 42.3978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4825 top1= 41.5264

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2337 top1= 94.0341

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2614 top1= 92.6136

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.259


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2753 top1= 93.1818

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.240



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0340 top1= 71.3041


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0685 top1= 45.7732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4064 top1= 42.0573

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2105 top1= 94.8864

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.228


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2414 top1= 93.4659

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.220


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2511 top1= 93.7500

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.209



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9810 top1= 72.3458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0229 top1= 47.9367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3674 top1= 42.2175

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1962 top1= 94.8864

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.202


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2231 top1= 94.3182

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.199


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2346 top1= 94.6023

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.192



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9520 top1= 72.6963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0040 top1= 49.0785


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3536 top1= 42.3978

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1871 top1= 94.8864

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.187


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2132 top1= 94.8864

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.186


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2244 top1= 94.6023

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.180



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9327 top1= 72.9267


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9886 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3489 top1= 42.4479

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1804 top1= 95.1705

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.177


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2050 top1= 94.6023

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.177


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2171 top1= 94.6023

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.173



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9198 top1= 73.0068


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9849 top1= 50.2103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3486 top1= 42.4679

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1757 top1= 95.1705

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.170


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1990 top1= 94.8864

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.171


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2116 top1= 94.6023

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.168



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9112 top1= 73.1571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9813 top1= 50.4708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3619 top1= 42.4279

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1717 top1= 95.1705

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.165


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1944 top1= 94.8864

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.167


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2077 top1= 94.8864

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.164



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9047 top1= 73.1571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9789 top1= 50.7612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3691 top1= 42.4079

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1682 top1= 95.7386

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.162


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1907 top1= 94.8864

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.164


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2041 top1= 95.4545

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.161



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8992 top1= 73.0769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9787 top1= 50.9916


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3750 top1= 42.4780

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1655 top1= 95.7386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.159


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1874 top1= 94.8864

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.162


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.2014 top1= 95.4545

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.159



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8934 top1= 73.1771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9812 top1= 51.1919


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3786 top1= 42.4780

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1631 top1= 95.7386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1851 top1= 95.1705

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.160


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1989 top1= 95.4545

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8900 top1= 73.1170


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9828 top1= 51.2420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3831 top1= 42.5080

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1613 top1= 95.7386

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1830 top1= 95.1705

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.158


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1968 top1= 95.4545

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.156



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8866 top1= 73.2372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9879 top1= 51.3121


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3890 top1= 42.5080

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1596 top1= 95.7386

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1813 top1= 95.1705

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1952 top1= 95.4545

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8833 top1= 73.1671


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9925 top1= 51.4022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3938 top1= 42.4880

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1583 top1= 96.0227

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1801 top1= 95.1705

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.156


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1937 top1= 95.4545

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8819 top1= 73.1070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9946 top1= 51.5224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4004 top1= 42.4980

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1571 top1= 96.0227

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1788 top1= 95.4545

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1924 top1= 95.1705

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8800 top1= 73.1070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9961 top1= 51.5525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4085 top1= 42.4780

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1558 top1= 96.0227

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1778 top1= 95.1705

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1914 top1= 95.1705

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8778 top1= 73.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9989 top1= 51.6026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4120 top1= 42.4780

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1549 top1= 96.0227

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1765 top1= 95.4545

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1905 top1= 95.1705

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8768 top1= 73.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0013 top1= 51.6526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4188 top1= 42.4780

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1538 top1= 96.0227

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1757 top1= 95.4545

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1894 top1= 95.1705

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8761 top1= 73.1470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0038 top1= 51.6827


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4248 top1= 42.5080

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1529 top1= 96.0227

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1750 top1= 95.4545

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1888 top1= 95.1705

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8745 top1= 73.2472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0061 top1= 51.7628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4310 top1= 42.4880

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1520 top1= 96.3068

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1740 top1= 95.7386

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1879 top1= 95.1705

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8743 top1= 73.2171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0078 top1= 51.7929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4361 top1= 42.4980

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1514 top1= 96.0227

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1733 top1= 95.4545

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1871 top1= 95.1705

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8734 top1= 73.2071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0081 top1= 51.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4437 top1= 42.5080

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1506 top1= 96.0227

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1727 top1= 95.7386

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1865 top1= 95.1705

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8732 top1= 73.1170


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0114 top1= 51.8930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4475 top1= 42.4780

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1498 top1= 96.3068

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1720 top1= 95.7386

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1859 top1= 95.1705

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8728 top1= 73.1470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0134 top1= 51.9431


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4520 top1= 42.5080

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1493 top1= 96.3068

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1715 top1= 95.7386

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1852 top1= 95.1705

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8724 top1= 73.0769


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0165 top1= 51.9531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4544 top1= 42.4980

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1488 top1= 96.3068

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1710 top1= 95.7386

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1847 top1= 95.1705

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8722 top1= 73.0970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0174 top1= 52.0132


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4612 top1= 42.5180

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.1481 top1= 96.3068

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1703 top1= 95.7386

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1846 top1= 95.1705

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8720 top1= 73.0469


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0210 top1= 52.0032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4624 top1= 42.5180

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.1478 top1= 96.3068

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1697 top1= 95.7386

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1837 top1= 95.1705

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8713 top1= 73.0869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0205 top1= 52.0833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4670 top1= 42.5180

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.1473 top1= 96.3068

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1694 top1= 95.7386

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1836 top1= 95.1705

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8710 top1= 73.0970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0240 top1= 52.0733


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4724 top1= 42.5280

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.1468 top1= 96.3068

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1689 top1= 95.7386

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1832 top1= 95.1705

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8705 top1= 73.1571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0232 top1= 52.2135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4750 top1= 42.5381

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.1464 top1= 96.3068

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1683 top1= 95.7386

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1829 top1= 95.1705

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8707 top1= 73.1370


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0265 top1= 52.2236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4797 top1= 42.5381

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.1462 top1= 96.3068

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E34B10 |   4224/60000 (  7%) ] Loss: 0.1679 top1= 95.7386

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1824 top1= 95.1705

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8699 top1= 73.1971


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0263 top1= 52.2236


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4832 top1= 42.5381

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.1455 top1= 96.3068

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1674 top1= 95.7386

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1823 top1= 95.1705

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8698 top1= 73.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0317 top1= 52.1935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4867 top1= 42.5280

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.1453 top1= 96.3068

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E36B10 |   4224/60000 (  7%) ] Loss: 0.1672 top1= 95.7386

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1819 top1= 95.1705

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8694 top1= 73.2171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0278 top1= 52.2536


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4899 top1= 42.5381

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.1450 top1= 96.3068

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1668 top1= 95.7386

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1816 top1= 95.1705

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8681 top1= 73.2772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0312 top1= 52.2336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4915 top1= 42.5381

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.1447 top1= 96.3068

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1664 top1= 95.7386

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1814 top1= 95.1705

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8673 top1= 73.3674


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0275 top1= 52.2536


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4970 top1= 42.5180

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.1444 top1= 96.3068

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1662 top1= 95.7386

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.1811 top1= 95.1705

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8661 top1= 73.3674


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0258 top1= 52.3037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4975 top1= 42.5280

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.1441 top1= 96.0227

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1661 top1= 95.7386

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1809 top1= 95.1705

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8654 top1= 73.4175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0258 top1= 52.3638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4990 top1= 42.5481

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.1435 top1= 96.3068

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142


[E41B10 |   4224/60000 (  7%) ] Loss: 0.1658 top1= 95.7386

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.1806 top1= 95.1705

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8654 top1= 73.4475


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0285 top1= 52.3137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5028 top1= 42.5180

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.1434 top1= 96.0227

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142


[E42B10 |   4224/60000 (  7%) ] Loss: 0.1654 top1= 95.7386

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.1805 top1= 95.1705

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8653 top1= 73.3974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0293 top1= 52.3538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5054 top1= 42.5481

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.1432 top1= 96.0227

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142


[E43B10 |   4224/60000 (  7%) ] Loss: 0.1651 top1= 95.7386

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.1801 top1= 95.1705

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8652 top1= 73.3974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0309 top1= 52.3137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5064 top1= 42.5481

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.1428 top1= 96.0227

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1651 top1= 95.7386

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.1799 top1= 95.1705

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8644 top1= 73.4375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0292 top1= 52.4038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5091 top1= 42.5681

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.1427 top1= 96.0227

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E45B10 |   4224/60000 (  7%) ] Loss: 0.1647 top1= 95.7386

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.1797 top1= 95.1705

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8647 top1= 73.4375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0316 top1= 52.4439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5121 top1= 42.5381

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.1423 top1= 96.0227

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E46B10 |   4224/60000 (  7%) ] Loss: 0.1645 top1= 95.7386

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.1797 top1= 95.1705

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8638 top1= 73.4575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0321 top1= 52.3938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5141 top1= 42.5280

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.1421 top1= 96.0227

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E47B10 |   4224/60000 (  7%) ] Loss: 0.1642 top1= 95.7386

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1791 top1= 95.1705

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8639 top1= 73.4675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0342 top1= 52.4239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5170 top1= 42.5481

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.1420 top1= 96.0227

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E48B10 |   4224/60000 (  7%) ] Loss: 0.1640 top1= 95.7386

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1793 top1= 95.1705

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8638 top1= 73.5176


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0328 top1= 52.4239


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5195 top1= 42.5381

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.1420 top1= 96.3068

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E49B10 |   4224/60000 (  7%) ] Loss: 0.1634 top1= 95.7386

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1789 top1= 95.1705

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8637 top1= 73.4976


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0328 top1= 52.4439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5234 top1= 42.5080

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.1415 top1= 96.0227

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E50B10 |   4224/60000 (  7%) ] Loss: 0.1636 top1= 95.7386

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.1791 top1= 95.1705

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8629 top1= 73.4776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0358 top1= 52.4439


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5271 top1= 42.5481

