
=== 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 0.479 0.188]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.188 0.812]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.9616 top1= 42.6136

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.033


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6890 top1= 38.3523

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.073



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.165



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2881 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5859 top1= 37.5701


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4650 top1= 32.6222

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2678 top1= 63.3523

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.121



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.377


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9901 top1= 72.4432

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.158



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.540


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.8397 top1= 78.6932

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.626



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3246 top1= 13.1510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7824 top1= 39.3229


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8722 top1= 35.8974

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.6467 top1= 86.9318

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.693


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.5659 top1= 89.4886

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.199



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.724


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.5532 top1= 87.2159

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.201



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.735



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3868 top1= 18.4495


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7200 top1= 41.9471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9748 top1= 38.4916

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.4277 top1= 92.0455

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.202



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.740


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.4381 top1= 90.6250

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.199



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.725


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.4638 top1= 90.0568

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.196



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.715



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4860 top1= 19.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7071 top1= 46.0136


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0506 top1= 39.6735

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.3701 top1= 92.0455

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.196



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.714


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3974 top1= 90.6250

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.193



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.702


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.4284 top1= 90.3409

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.192



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.696



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5826 top1= 19.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7295 top1= 47.1254


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1139 top1= 40.2845

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.3460 top1= 91.7614

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.698


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.3764 top1= 90.3409

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.190



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.690


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.4097 top1= 90.9091

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.189



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.686



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6589 top1= 19.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7567 top1= 47.5761


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1676 top1= 40.3746

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.3320 top1= 91.7614

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.190



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.690


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.3628 top1= 91.7614

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.189



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.685


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.3976 top1= 91.1932

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.188



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.681



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7153 top1= 19.2308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7809 top1= 47.7564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2088 top1= 40.4147

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.3227 top1= 91.7614

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.189



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.685


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.3528 top1= 92.0455

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.188



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.680


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.3886 top1= 91.1932

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.187



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.677



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7555 top1= 19.2808


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8035 top1= 47.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2420 top1= 40.3946

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.3157 top1= 92.3295

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.188



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.680


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.3447 top1= 91.7614

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.187



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.676


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.3814 top1= 91.4773

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.186



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.673



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7870 top1= 19.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8217 top1= 47.9968


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2724 top1= 40.3345

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.3097 top1= 92.3295

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.187



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.675


[E10B10 |   4224/60000 (  7%) ] Loss: 0.3374 top1= 92.8977

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.186



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.672


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.3750 top1= 91.1932

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.185



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.669



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8032 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8356 top1= 48.0669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2974 top1= 40.3245

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.3036 top1= 93.1818

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.670


[E11B10 |   4224/60000 (  7%) ] Loss: 0.3296 top1= 92.8977

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.185



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.666


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.3695 top1= 90.9091

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.663



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8129 top1= 19.4010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8494 top1= 48.0769


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3173 top1= 40.3245

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.2988 top1= 93.1818

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.184



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.664


[E12B10 |   4224/60000 (  7%) ] Loss: 0.3234 top1= 92.8977

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.183



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.661


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.3652 top1= 90.9091

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.183



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.658



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8203 top1= 19.4611


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8607 top1= 48.0769


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3426 top1= 40.1943

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.2946 top1= 93.4659

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.183



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.659


[E13B10 |   4224/60000 (  7%) ] Loss: 0.3178 top1= 92.8977

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.182



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.656


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.3613 top1= 90.9091

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.181



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.653



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8243 top1= 19.5312


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8714 top1= 48.1170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3645 top1= 40.1743

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.2909 top1= 93.4659

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.182



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.654


[E14B10 |   4224/60000 (  7%) ] Loss: 0.3130 top1= 93.4659

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.181



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.652


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.3577 top1= 90.9091

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.648



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8252 top1= 19.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8783 top1= 48.1170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3847 top1= 40.1843

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.2881 top1= 93.7500

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.180



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.649


[E15B10 |   4224/60000 (  7%) ] Loss: 0.3083 top1= 93.7500

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.180



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.647


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.3536 top1= 91.1932

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.179



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.643



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8289 top1= 19.6815


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8852 top1= 48.1170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4020 top1= 40.1342

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.2855 top1= 93.4659

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.644


[E16B10 |   4224/60000 (  7%) ] Loss: 0.3048 top1= 93.7500

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.643


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.3504 top1= 91.1932

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.178



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.639



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8298 top1= 19.7516


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8888 top1= 48.1170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4193 top1= 40.0641

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.2831 top1= 93.4659

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.178



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.640


[E17B10 |   4224/60000 (  7%) ] Loss: 0.3018 top1= 93.7500

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.179



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.639


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.3476 top1= 91.1932

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.635



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8317 top1= 19.8217


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8921 top1= 48.1070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4348 top1= 40.0541

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.2805 top1= 93.7500

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.177



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.635


[E18B10 |   4224/60000 (  7%) ] Loss: 0.2989 top1= 93.7500

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.178



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.635


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.3451 top1= 91.1932

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.631



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8297 top1= 19.8918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8860 top1= 48.1070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4513 top1= 39.9539

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.2778 top1= 93.7500

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.176



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.631


[E19B10 |   4224/60000 (  7%) ] Loss: 0.2961 top1= 93.7500

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.177



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.631


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.3422 top1= 91.1932

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.176



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.627



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8284 top1= 19.9319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8774 top1= 48.1070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4690 top1= 39.9339

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.2756 top1= 93.7500

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.627


[E20B10 |   4224/60000 (  7%) ] Loss: 0.2940 top1= 94.0341

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.627


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.3399 top1= 91.1932

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.175



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.623



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8296 top1= 19.9920


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8708 top1= 48.1070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4871 top1= 39.9038

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.2735 top1= 93.7500

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.175



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.623


[E21B10 |   4224/60000 (  7%) ] Loss: 0.2918 top1= 93.7500

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.175



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.623


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.3385 top1= 91.1932

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.174



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.619



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8320 top1= 20.0521


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8685 top1= 48.0970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5020 top1= 39.8037

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.2718 top1= 93.7500

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.174



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.619


[E22B10 |   4224/60000 (  7%) ] Loss: 0.2901 top1= 93.7500

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.620


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.3367 top1= 91.1932

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.616



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8359 top1= 20.0921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8659 top1= 48.0970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5135 top1= 39.8037

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.2699 top1= 93.7500

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.617


[E23B10 |   4224/60000 (  7%) ] Loss: 0.2885 top1= 94.0341

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.618


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.3352 top1= 91.1932

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.614



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8429 top1= 20.1222


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8628 top1= 48.0869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5256 top1= 39.7937

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.2683 top1= 94.0341

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.173



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.615


[E24B10 |   4224/60000 (  7%) ] Loss: 0.2869 top1= 94.3182

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.617


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.3339 top1= 91.1932

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.613



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8481 top1= 20.1522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8610 top1= 48.0268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5334 top1= 39.7436

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.2672 top1= 94.0341

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.613


[E25B10 |   4224/60000 (  7%) ] Loss: 0.2856 top1= 94.3182

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.615


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.3330 top1= 91.1932

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.611



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8450 top1= 20.1522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8577 top1= 48.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5390 top1= 39.6935

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.2661 top1= 94.0341

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.172



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.611


[E26B10 |   4224/60000 (  7%) ] Loss: 0.2843 top1= 94.3182

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.173



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.613


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.3326 top1= 90.9091

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.608



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8386 top1= 20.1522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8548 top1= 48.0970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5391 top1= 39.5633

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.2653 top1= 94.6023

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.609


[E27B10 |   4224/60000 (  7%) ] Loss: 0.2830 top1= 94.3182

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.610


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.3325 top1= 90.9091

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.605



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8366 top1= 20.1022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8510 top1= 48.1270


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5391 top1= 39.5032

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.2648 top1= 94.3182

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.606


[E28B10 |   4224/60000 (  7%) ] Loss: 0.2820 top1= 94.3182

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.608


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.3311 top1= 90.9091

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.603



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8319 top1= 20.0421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8505 top1= 48.0869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5421 top1= 39.4832

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.2640 top1= 94.3182

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.170



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.604


[E29B10 |   4224/60000 (  7%) ] Loss: 0.2813 top1= 94.3182

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.606


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.3298 top1= 90.9091

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.170



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.601



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8271 top1= 20.0521


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8488 top1= 48.0669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5479 top1= 39.4531

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.2627 top1= 94.6023

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.170



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.602


[E30B10 |   4224/60000 (  7%) ] Loss: 0.2803 top1= 94.0341

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.604


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.3285 top1= 90.9091

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.169



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.598



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8168 top1= 20.1122


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8455 top1= 48.0869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5483 top1= 39.3830

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.2614 top1= 94.6023

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.599


[E31B10 |   4224/60000 (  7%) ] Loss: 0.2793 top1= 94.0341

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.170



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.601


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.3270 top1= 91.4773

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.596



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8088 top1= 20.2224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8441 top1= 48.0469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5433 top1= 39.3830

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.2603 top1= 94.3182

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.169



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.597


[E32B10 |   4224/60000 (  7%) ] Loss: 0.2779 top1= 94.3182

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.598


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.3255 top1= 91.4773

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.168



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.593



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8038 top1= 20.3025


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8421 top1= 48.0369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5458 top1= 39.3730

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.2595 top1= 94.3182

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.168



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.594


[E33B10 |   4224/60000 (  7%) ] Loss: 0.2771 top1= 94.3182

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.169



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.596


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.3250 top1= 91.4773

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.167



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.591



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8043 top1= 20.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8403 top1= 48.0168


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5507 top1= 39.3229

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.2589 top1= 94.0341

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.167



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.592


[E34B10 |   4224/60000 (  7%) ] Loss: 0.2763 top1= 94.3182

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.168



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.594


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.3247 top1= 91.4773

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.167



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.589



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8024 top1= 20.2724


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8381 top1= 48.0469


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5572 top1= 39.3029

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.2582 top1= 94.3182

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.167



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.591


[E35B10 |   4224/60000 (  7%) ] Loss: 0.2757 top1= 94.6023

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.168



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.593


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.3240 top1= 91.7614

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.167



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.588



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8004 top1= 20.2424


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8373 top1= 47.9968


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5640 top1= 39.2929

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.2570 top1= 94.6023

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.167



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.590


[E36B10 |   4224/60000 (  7%) ] Loss: 0.2753 top1= 94.6023

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.168



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.591


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.3234 top1= 91.7614

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.166



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7972 top1= 20.2123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8333 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5674 top1= 39.3129

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.2564 top1= 94.6023

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.167



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.588


[E37B10 |   4224/60000 (  7%) ] Loss: 0.2747 top1= 94.3182

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.590


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.3231 top1= 91.7614

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.166



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7972 top1= 20.2224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8340 top1= 47.9367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5731 top1= 39.2929

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2558 top1= 94.6023

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.166



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.587


[E38B10 |   4224/60000 (  7%) ] Loss: 0.2742 top1= 94.3182

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.589


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.3226 top1= 91.4773

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.166



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7946 top1= 20.2123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8325 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5800 top1= 39.2829

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2551 top1= 94.6023

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.166



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586


[E39B10 |   4224/60000 (  7%) ] Loss: 0.2737 top1= 94.3182

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.587


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.3224 top1= 91.1932

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.166



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7933 top1= 20.2023


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8337 top1= 47.9367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5854 top1= 39.2328

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2544 top1= 94.6023

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.166



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585


[E40B10 |   4224/60000 (  7%) ] Loss: 0.2733 top1= 94.3182

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.586


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.3220 top1= 91.1932

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7947 top1= 20.2023


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8358 top1= 47.9367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5901 top1= 39.2728

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.2540 top1= 94.3182

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.166



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584


[E41B10 |   4224/60000 (  7%) ] Loss: 0.2728 top1= 94.3182

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.3218 top1= 91.1932

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7933 top1= 20.2023


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8366 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5959 top1= 39.2328

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.2534 top1= 94.3182

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583


[E42B10 |   4224/60000 (  7%) ] Loss: 0.2723 top1= 94.3182

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.585


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.3212 top1= 91.1932

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7938 top1= 20.2324


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8378 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6012 top1= 39.2628

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.2531 top1= 94.3182

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582


[E43B10 |   4224/60000 (  7%) ] Loss: 0.2717 top1= 94.3182

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.584


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.3208 top1= 91.1932

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7936 top1= 20.2224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8393 top1= 47.9667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6071 top1= 39.2228

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.2527 top1= 94.3182

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582


[E44B10 |   4224/60000 (  7%) ] Loss: 0.2715 top1= 94.3182

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.3203 top1= 91.1932

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.165



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7931 top1= 20.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8408 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6099 top1= 39.2328

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.2521 top1= 94.3182

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E45B10 |   4224/60000 (  7%) ] Loss: 0.2710 top1= 94.3182

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.166



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.582


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.3198 top1= 91.1932

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7929 top1= 20.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8424 top1= 47.9567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6164 top1= 39.2027

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.2518 top1= 94.3182

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580


[E46B10 |   4224/60000 (  7%) ] Loss: 0.2705 top1= 94.3182

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.165



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.3195 top1= 91.1932

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.577



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7910 top1= 20.3325


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8427 top1= 47.9367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6201 top1= 39.1927

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.2513 top1= 94.3182

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.165



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579


[E47B10 |   4224/60000 (  7%) ] Loss: 0.2702 top1= 94.3182

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.165



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.3190 top1= 91.1932

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.576



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7941 top1= 20.3626


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8452 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6256 top1= 39.1827

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.2509 top1= 94.3182

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.164



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579


[E48B10 |   4224/60000 (  7%) ] Loss: 0.2696 top1= 94.6023

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.165



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.3188 top1= 91.1932

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.576



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7946 top1= 20.3826


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8474 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6301 top1= 39.2127

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.2505 top1= 94.3182

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.164



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E49B10 |   4224/60000 (  7%) ] Loss: 0.2692 top1= 94.6023

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.165



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.580


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.3184 top1= 91.1932

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.575



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7954 top1= 20.4026


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8495 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6341 top1= 39.1827

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.2502 top1= 94.3182

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.164



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E50B10 |   4224/60000 (  7%) ] Loss: 0.2688 top1= 94.6023

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.165



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.579


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.3180 top1= 91.1932

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.164



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.575



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7973 top1= 20.4227


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8506 top1= 47.9267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6382 top1= 39.2127

