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

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

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

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



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



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



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.5896 top1= 42.0455

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.617



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=2.405


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.9238 top1= 73.5795

=== Log global consensus distance @ E1B20 ===
consensus_distance=5.450



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=21.800



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6210 top1= 44.6014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3571 top1= 39.0224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0214 top1= 36.8490

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.7586 top1= 82.1023

=== Log global consensus distance @ E2B0 ===
consensus_distance=14.243



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=57.257


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.1873 top1= 65.0568

=== Log global consensus distance @ E2B10 ===
consensus_distance=21.635



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.064
clique2_consensus_distance=86.860


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.8202 top1= 75.2841

=== Log global consensus distance @ E2B20 ===
consensus_distance=29.344



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.033
clique2_consensus_distance=117.921



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5197 top1= 59.9058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8838 top1= 39.8137


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0173 top1= 37.8806

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.8332 top1= 75.8523

=== Log global consensus distance @ E3B0 ===
consensus_distance=34.970



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=140.613


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.5674 top1= 84.6591

=== Log global consensus distance @ E3B10 ===
consensus_distance=39.402



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=158.505


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.5166 top1= 84.6591

=== Log global consensus distance @ E3B20 ===
consensus_distance=43.440



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=174.946



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1781 top1= 66.4463


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4626 top1= 40.8854


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2366 top1= 38.2312

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.4107 top1= 85.7955

=== Log global consensus distance @ E4B0 ===
consensus_distance=47.059



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=189.569


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.4176 top1= 86.9318

=== Log global consensus distance @ E4B10 ===
consensus_distance=50.314



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=202.668


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3197 top1= 88.9205

=== Log global consensus distance @ E4B20 ===
consensus_distance=53.065



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=213.713



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1037 top1= 75.7412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0437 top1= 43.7400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3360 top1= 37.4900

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2676 top1= 92.3295

=== Log global consensus distance @ E5B0 ===
consensus_distance=55.564



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=223.758


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2706 top1= 91.4773

=== Log global consensus distance @ E5B10 ===
consensus_distance=58.377



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=235.112


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3096 top1= 89.7727

=== Log global consensus distance @ E5B20 ===
consensus_distance=61.332



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=247.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0188 top1= 74.3389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3139 top1= 45.0421


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7650 top1= 41.2861

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1975 top1= 93.4659

=== Log global consensus distance @ E6B0 ===
consensus_distance=63.736



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=256.831


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2544 top1= 90.9091

=== Log global consensus distance @ E6B10 ===
consensus_distance=66.345



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=267.344


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2658 top1= 92.6136

=== Log global consensus distance @ E6B20 ===
consensus_distance=69.065



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=278.231



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0449 top1= 70.9535


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3104 top1= 46.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7215 top1= 43.3694

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1740 top1= 94.6023

=== Log global consensus distance @ E7B0 ===
consensus_distance=71.590



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=288.485


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1859 top1= 93.4659

=== Log global consensus distance @ E7B10 ===
consensus_distance=73.801



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=297.360


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2001 top1= 92.6136

=== Log global consensus distance @ E7B20 ===
consensus_distance=75.750



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=305.199



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0546 top1= 71.1138


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3887 top1= 45.0020


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6656 top1= 43.5597

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1873 top1= 95.1705

=== Log global consensus distance @ E8B0 ===
consensus_distance=77.669



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=312.976


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1866 top1= 93.7500

=== Log global consensus distance @ E8B10 ===
consensus_distance=79.779



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=321.478


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2037 top1= 93.1818

=== Log global consensus distance @ E8B20 ===
consensus_distance=81.832



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=329.715



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0473 top1= 69.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3933 top1= 45.4127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6444 top1= 43.0990

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1360 top1= 95.7386

=== Log global consensus distance @ E9B0 ===
consensus_distance=83.960



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=338.388


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1626 top1= 95.7386

=== Log global consensus distance @ E9B10 ===
consensus_distance=86.282



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=347.799


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1421 top1= 95.4545

=== Log global consensus distance @ E9B20 ===
consensus_distance=88.613



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=357.206



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9940 top1= 73.3073


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6296 top1= 45.1522


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3722 top1= 42.3978

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1240 top1= 96.0227

=== Log global consensus distance @ E10B0 ===
consensus_distance=90.491



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=364.776


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1413 top1= 96.8750

=== Log global consensus distance @ E10B10 ===
consensus_distance=91.956



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=370.682


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1704 top1= 95.7386

=== Log global consensus distance @ E10B20 ===
consensus_distance=93.488



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=376.875



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9799 top1= 71.3842


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6924 top1= 46.1238


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2336 top1= 42.5280

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1413 top1= 94.8864

=== Log global consensus distance @ E11B0 ===
consensus_distance=95.235



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=383.917


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1398 top1= 96.0227

=== Log global consensus distance @ E11B10 ===
consensus_distance=96.447



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=388.822


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1474 top1= 94.8864

=== Log global consensus distance @ E11B20 ===
consensus_distance=97.439



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=392.840



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9553 top1= 72.1354


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6916 top1= 46.3041


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0278 top1= 44.0304

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0584 top1= 98.8636

=== Log global consensus distance @ E12B0 ===
consensus_distance=98.391



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=396.699


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1152 top1= 95.7386

=== Log global consensus distance @ E12B10 ===
consensus_distance=99.129



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=399.672


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0848 top1= 97.7273

=== Log global consensus distance @ E12B20 ===
consensus_distance=99.887



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=402.717



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9492 top1= 72.6863


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7508 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3159 top1= 44.9720

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0737 top1= 97.1591

=== Log global consensus distance @ E13B0 ===
consensus_distance=100.661



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=405.842


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0848 top1= 97.4432

=== Log global consensus distance @ E13B10 ===
consensus_distance=101.274



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=408.315


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1312 top1= 95.7386

=== Log global consensus distance @ E13B20 ===
consensus_distance=101.771



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=410.330



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9236 top1= 72.1655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8628 top1= 46.9451


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3660 top1= 45.2724

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0550 top1= 98.2955

=== Log global consensus distance @ E14B0 ===
consensus_distance=102.201



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=412.087


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0689 top1= 98.0114

=== Log global consensus distance @ E14B10 ===
consensus_distance=102.714



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=414.150


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0717 top1= 97.7273

=== Log global consensus distance @ E14B20 ===
consensus_distance=103.235



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=416.208



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8941 top1= 73.0168


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9149 top1= 46.2139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3805 top1= 45.3626

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0469 top1= 98.2955

=== Log global consensus distance @ E15B0 ===
consensus_distance=103.698



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=418.130


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0676 top1= 98.0114

=== Log global consensus distance @ E15B10 ===
consensus_distance=104.149



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=419.948


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0595 top1= 98.5795

=== Log global consensus distance @ E15B20 ===
consensus_distance=104.567



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=421.586



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8813 top1= 72.9467


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1523 top1= 46.2240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3931 top1= 45.0821

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0393 top1= 98.8636

=== Log global consensus distance @ E16B0 ===
consensus_distance=104.958



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=423.209


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0641 top1= 98.0114

=== Log global consensus distance @ E16B10 ===
consensus_distance=105.392



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=424.961


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0601 top1= 98.2955

=== Log global consensus distance @ E16B20 ===
consensus_distance=105.750



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=426.374



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8751 top1= 72.5160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3817 top1= 46.5244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5852 top1= 44.6314

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0351 top1= 99.1477

=== Log global consensus distance @ E17B0 ===
consensus_distance=106.058



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=427.641


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0572 top1= 98.5795

=== Log global consensus distance @ E17B10 ===
consensus_distance=106.407



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=429.053


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0609 top1= 98.8636

=== Log global consensus distance @ E17B20 ===
consensus_distance=106.773



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=430.511



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8698 top1= 72.7664


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4516 top1= 46.5445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6402 top1= 45.1222

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0361 top1= 99.1477

=== Log global consensus distance @ E18B0 ===
consensus_distance=107.061



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=431.697


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0493 top1= 98.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=107.350



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=432.868


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0520 top1= 98.5795

=== Log global consensus distance @ E18B20 ===
consensus_distance=107.642



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=434.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8687 top1= 72.8966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4434 top1= 46.6446


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7873 top1= 45.2224

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0265 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=107.862



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=434.933


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0448 top1= 98.5795

=== Log global consensus distance @ E19B10 ===
consensus_distance=108.063



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=435.749


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0503 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=108.270



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=436.583



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8651 top1= 73.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5190 top1= 46.6546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8971 top1= 45.5329

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0254 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=108.454



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=437.338


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0435 top1= 98.5795

=== Log global consensus distance @ E20B10 ===
consensus_distance=108.632



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=438.061


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0480 top1= 98.5795

=== Log global consensus distance @ E20B20 ===
consensus_distance=108.820



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=438.817



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8645 top1= 73.2272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5715 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9867 top1= 45.6230

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0262 top1= 99.4318

=== Log global consensus distance @ E21B0 ===
consensus_distance=108.986



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=439.493


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0409 top1= 98.5795

=== Log global consensus distance @ E21B10 ===
consensus_distance=109.134



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=440.089


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0464 top1= 98.8636

=== Log global consensus distance @ E21B20 ===
consensus_distance=109.297



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=440.749



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8609 top1= 73.2472


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6112 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9285 top1= 45.7632

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0267 top1= 99.4318

=== Log global consensus distance @ E22B0 ===
consensus_distance=109.461



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=441.416


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0416 top1= 98.5795

=== Log global consensus distance @ E22B10 ===
consensus_distance=109.617



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=442.039


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0450 top1= 98.8636

=== Log global consensus distance @ E22B20 ===
consensus_distance=109.785



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=442.718



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8628 top1= 73.1370


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6514 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9521 top1= 45.8133

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0245 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=109.947



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=443.379


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0406 top1= 98.5795

=== Log global consensus distance @ E23B10 ===
consensus_distance=110.098



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=443.976


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0438 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=110.264



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=444.650



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8662 top1= 73.0970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6839 top1= 46.7548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0107 top1= 45.7632

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0243 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=110.415



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=445.265


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0416 top1= 98.5795

=== Log global consensus distance @ E24B10 ===
consensus_distance=110.559



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=445.835


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0411 top1= 99.1477

=== Log global consensus distance @ E24B20 ===
consensus_distance=110.724



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=446.511



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8764 top1= 72.7965


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7131 top1= 46.7648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0718 top1= 45.8133

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0236 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=110.876



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=447.127


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0411 top1= 98.5795

=== Log global consensus distance @ E25B10 ===
consensus_distance=111.008



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=447.645


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0390 top1= 99.4318

=== Log global consensus distance @ E25B20 ===
consensus_distance=111.149



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=448.229



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8806 top1= 72.6462


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7436 top1= 46.7648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0643 top1= 45.8734

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0201 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=111.293



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=448.815


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0402 top1= 98.5795

=== Log global consensus distance @ E26B10 ===
consensus_distance=111.432



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=449.356


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0390 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=111.568



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=449.913



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8820 top1= 72.5761


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7687 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1177 top1= 45.8033

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0200 top1= 99.4318

=== Log global consensus distance @ E27B0 ===
consensus_distance=111.711



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=450.498


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0389 top1= 98.5795

=== Log global consensus distance @ E27B10 ===
consensus_distance=111.849



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=451.038


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0372 top1= 99.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=111.974



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=451.550



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8815 top1= 72.4760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7927 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1503 top1= 45.8033

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0200 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=112.106



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=452.091


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0396 top1= 98.5795

=== Log global consensus distance @ E28B10 ===
consensus_distance=112.238



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=452.604


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0370 top1= 99.7159

=== Log global consensus distance @ E28B20 ===
consensus_distance=112.348



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=453.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8833 top1= 72.3257


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8160 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2211 top1= 45.8333

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0195 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=112.461



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=453.526


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0394 top1= 98.5795

=== Log global consensus distance @ E29B10 ===
consensus_distance=112.588



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=454.017


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0364 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=112.697



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=454.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8806 top1= 72.2556


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8409 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2237 top1= 45.8834

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0205 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=112.802



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=454.901


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0404 top1= 98.5795

=== Log global consensus distance @ E30B10 ===
consensus_distance=112.918



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=455.349


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0355 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=113.025



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=455.792



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8846 top1= 72.0853


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8573 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2611 top1= 45.8834

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0200 top1= 99.7159

=== Log global consensus distance @ E31B0 ===
consensus_distance=113.123



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=456.195


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0398 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=113.235



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=456.623


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0349 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=113.331



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8821 top1= 72.0453


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8798 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2616 top1= 45.8734

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0207 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=113.417



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.379


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0403 top1= 98.5795

=== Log global consensus distance @ E32B10 ===
consensus_distance=113.519



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.766


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0352 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=113.608



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=458.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8847 top1= 71.9351


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8987 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2986 top1= 45.8634

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0206 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=113.689



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=458.472


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0400 top1= 98.5795

=== Log global consensus distance @ E33B10 ===
consensus_distance=113.785



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=458.840


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0346 top1= 99.7159

=== Log global consensus distance @ E33B20 ===
consensus_distance=113.873



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=459.209



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8843 top1= 71.8450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9140 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2971 top1= 45.8634

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0205 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=113.951



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=459.529


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0402 top1= 98.5795

=== Log global consensus distance @ E34B10 ===
consensus_distance=114.045



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=459.889


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0353 top1= 99.7159

=== Log global consensus distance @ E34B20 ===
consensus_distance=114.131



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=460.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8853 top1= 71.7648


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9343 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3311 top1= 45.8333

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0206 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=114.206



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=460.557


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0399 top1= 98.5795

=== Log global consensus distance @ E35B10 ===
consensus_distance=114.294



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=460.892


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0349 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=114.375



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=461.232



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8845 top1= 71.6246


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9489 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3697 top1= 45.8033

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0204 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=114.446



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=461.522


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0396 top1= 98.5795

=== Log global consensus distance @ E36B10 ===
consensus_distance=114.527



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=461.828


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0352 top1= 99.7159

=== Log global consensus distance @ E36B20 ===
consensus_distance=114.603



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=462.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8882 top1= 71.5345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9648 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3939 top1= 45.7933

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0200 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=114.671



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=462.427


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0392 top1= 98.5795

=== Log global consensus distance @ E37B10 ===
consensus_distance=114.745



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=462.711


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0349 top1= 99.7159

=== Log global consensus distance @ E37B20 ===
consensus_distance=114.818



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=463.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8887 top1= 71.4243


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9811 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4387 top1= 45.7833

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0197 top1= 99.7159

=== Log global consensus distance @ E38B0 ===
consensus_distance=114.880



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=463.271


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0391 top1= 98.5795

=== Log global consensus distance @ E38B10 ===
consensus_distance=114.947



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=463.521


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0348 top1= 99.7159

=== Log global consensus distance @ E38B20 ===
consensus_distance=115.014



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=463.804



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8908 top1= 71.3842


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9939 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4663 top1= 45.6931

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0195 top1= 99.7159

=== Log global consensus distance @ E39B0 ===
consensus_distance=115.073



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=464.044


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0388 top1= 98.5795

=== Log global consensus distance @ E39B10 ===
consensus_distance=115.135



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=464.277


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0344 top1= 99.7159

=== Log global consensus distance @ E39B20 ===
consensus_distance=115.197



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=464.542



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8913 top1= 71.3442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0072 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4933 top1= 45.6831

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0192 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=115.252



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=464.765


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0386 top1= 98.5795

=== Log global consensus distance @ E40B10 ===
consensus_distance=115.310



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=464.983


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0342 top1= 99.7159

=== Log global consensus distance @ E40B20 ===
consensus_distance=115.368



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=465.233



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8909 top1= 71.4143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0212 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5030 top1= 45.6731

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0191 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=115.420



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=465.441


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0383 top1= 98.5795

=== Log global consensus distance @ E41B10 ===
consensus_distance=115.475



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=465.647


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0339 top1= 99.7159

=== Log global consensus distance @ E41B20 ===
consensus_distance=115.529



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=465.879



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8902 top1= 71.4543


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0349 top1= 46.8149


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5280 top1= 45.6430

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0188 top1= 99.7159

=== Log global consensus distance @ E42B0 ===
consensus_distance=115.576



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=466.074


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0376 top1= 98.5795

=== Log global consensus distance @ E42B10 ===
consensus_distance=115.630



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=466.267


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0337 top1= 99.7159

=== Log global consensus distance @ E42B20 ===
consensus_distance=115.680



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=466.486



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8886 top1= 71.5445


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0478 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5348 top1= 45.6230

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0187 top1= 99.7159

=== Log global consensus distance @ E43B0 ===
consensus_distance=115.726



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=466.678


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0376 top1= 98.5795

=== Log global consensus distance @ E43B10 ===
consensus_distance=115.779



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=466.868


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0334 top1= 99.7159

=== Log global consensus distance @ E43B20 ===
consensus_distance=115.827



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=467.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8899 top1= 71.5745


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0611 top1= 46.8149


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5498 top1= 45.6530

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0181 top1= 99.7159

=== Log global consensus distance @ E44B0 ===
consensus_distance=115.873



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=467.270


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0370 top1= 98.5795

=== Log global consensus distance @ E44B10 ===
consensus_distance=115.926



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=467.461


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0334 top1= 99.7159

=== Log global consensus distance @ E44B20 ===
consensus_distance=115.973



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=467.668



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8896 top1= 71.6747


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0760 top1= 46.8149


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5715 top1= 45.6230

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0180 top1= 99.7159

=== Log global consensus distance @ E45B0 ===
consensus_distance=116.017



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=467.853


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0364 top1= 98.5795

=== Log global consensus distance @ E45B10 ===
consensus_distance=116.068



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=468.036


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0330 top1= 99.7159

=== Log global consensus distance @ E45B20 ===
consensus_distance=116.113



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=468.237



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8902 top1= 71.6947


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0874 top1= 46.8149


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5916 top1= 45.6631

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0176 top1= 99.7159

=== Log global consensus distance @ E46B0 ===
consensus_distance=116.158



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=468.420


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0359 top1= 98.5795

=== Log global consensus distance @ E46B10 ===
consensus_distance=116.209



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=468.606


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0331 top1= 99.7159

=== Log global consensus distance @ E46B20 ===
consensus_distance=116.256



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=468.811



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8901 top1= 71.7548


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1022 top1= 46.8149


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6019 top1= 45.6631

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0176 top1= 99.7159

=== Log global consensus distance @ E47B0 ===
consensus_distance=116.300



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=468.993


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0354 top1= 98.5795

=== Log global consensus distance @ E47B10 ===
consensus_distance=116.350



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=469.175


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0330 top1= 99.7159

=== Log global consensus distance @ E47B20 ===
consensus_distance=116.395



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=469.375



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8896 top1= 71.7949


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1123 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6173 top1= 45.6230

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0173 top1= 99.7159

=== Log global consensus distance @ E48B0 ===
consensus_distance=116.439



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=469.556


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0350 top1= 98.5795

=== Log global consensus distance @ E48B10 ===
consensus_distance=116.489



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=469.737


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0327 top1= 99.7159

=== Log global consensus distance @ E48B20 ===
consensus_distance=116.534



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=469.937



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8907 top1= 71.7448


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1244 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6255 top1= 45.6831

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0171 top1= 99.4318

=== Log global consensus distance @ E49B0 ===
consensus_distance=116.578



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=470.117


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0346 top1= 98.5795

=== Log global consensus distance @ E49B10 ===
consensus_distance=116.628



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=470.300


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0328 top1= 99.7159

=== Log global consensus distance @ E49B20 ===
consensus_distance=116.674



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=470.502



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8901 top1= 71.7748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1353 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6368 top1= 45.6731

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0170 top1= 99.4318

=== Log global consensus distance @ E50B0 ===
consensus_distance=116.718



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=470.683


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0341 top1= 98.5795

=== Log global consensus distance @ E50B10 ===
consensus_distance=116.768



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=470.864


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0325 top1= 99.7159

=== Log global consensus distance @ E50B20 ===
consensus_distance=116.814



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=471.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8908 top1= 71.7949


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1465 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6488 top1= 45.6530

