
=== 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: 2.0727 top1= 43.1818

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.7754 top1= 49.4318

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.139



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1980 top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4241 top1= 28.4355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3377 top1= 29.4071

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.4310 top1= 56.8182

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.102



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.297


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.1466 top1= 66.4773

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.131



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.428


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.9149 top1= 76.7045

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.144



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.488



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8424 top1= 38.0609


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6959 top1= 38.7821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7259 top1= 35.5569

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.6830 top1= 85.2273

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.149



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.510


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.5815 top1= 88.3523

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.147



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.502


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.5123 top1= 88.0682

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.141



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.477



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3911 top1= 66.1358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4320 top1= 39.2929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6242 top1= 38.2913

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.3648 top1= 92.0455

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.446


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.3769 top1= 92.8977

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.124



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.404


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.3818 top1= 90.0568

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.115



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.363



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1072 top1= 71.4143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1930 top1= 40.3646


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5200 top1= 41.1959

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2727 top1= 93.4659

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.332


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3062 top1= 93.1818

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.100



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.303


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3257 top1= 91.4773

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.095



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9537 top1= 72.8265


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0953 top1= 43.8301


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4691 top1= 42.4279

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2395 top1= 94.6023

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.090



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.261


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2744 top1= 94.0341

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.246


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2957 top1= 92.6136

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.084



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.233



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8767 top1= 73.0268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0966 top1= 45.2825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5071 top1= 42.8786

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2273 top1= 95.1705

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.082



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.227


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2586 top1= 94.0341

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.081



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.222


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2778 top1= 92.6136

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.080



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.217



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8668 top1= 70.5729


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1675 top1= 46.1538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6380 top1= 43.0990

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.2236 top1= 94.6023

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.080



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.218


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2477 top1= 93.4659

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.080



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.221


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2683 top1= 93.1818

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.081



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9241 top1= 65.8754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2847 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8788 top1= 43.0589

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2263 top1= 94.6023

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.082



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.230


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.2378 top1= 94.3182

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.084



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.238


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2653 top1= 94.3182

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.085



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.245



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0391 top1= 63.7420


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4160 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2278 top1= 43.1090

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.2303 top1= 94.0341

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.087



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.256


[E10B10 |   4224/60000 (  7%) ] Loss: 0.2251 top1= 94.6023

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.269


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.2643 top1= 95.1705

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.092



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.277



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1768 top1= 62.7804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5159 top1= 46.9852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6454 top1= 43.0689

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.2332 top1= 94.0341

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.094



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.290


[E11B10 |   4224/60000 (  7%) ] Loss: 0.2123 top1= 94.6023

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.097



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.303


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.2592 top1= 94.6023

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.100



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.313



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3035 top1= 62.7905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5492 top1= 47.0954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0812 top1= 43.1891

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.2337 top1= 94.8864

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.102



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.324


[E12B10 |   4224/60000 (  7%) ] Loss: 0.2006 top1= 94.6023

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.335


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.2552 top1= 94.6023

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.106



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.344



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4085 top1= 63.0208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5600 top1= 47.2456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5198 top1= 43.3193

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.2334 top1= 95.4545

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.109



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.355


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1893 top1= 94.8864

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.110



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.363


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.2523 top1= 94.6023

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.372



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5203 top1= 63.3914


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6280 top1= 47.2456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9872 top1= 43.4896

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.2318 top1= 95.7386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.115



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.383


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1810 top1= 95.1705

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.116



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.388


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.2480 top1= 94.3182

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.118



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.395



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6184 top1= 64.3329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6544 top1= 47.2055


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4454 top1= 43.7099

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.2326 top1= 96.0227

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.120



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.407


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1752 top1= 95.1705

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.121



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.411


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.2440 top1= 94.0341

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.122



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.416



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7221 top1= 64.7135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6634 top1= 47.3057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8299 top1= 44.0204

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.2371 top1= 96.5909

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.124



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.428


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1723 top1= 95.7386

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.125



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.432


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.2391 top1= 94.0341

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.126



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.432



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8248 top1= 64.7937


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6468 top1= 47.3758


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2207 top1= 44.3109

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.2440 top1= 96.0227

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.128



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.444


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1689 top1= 96.3068

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.129



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.450


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.2359 top1= 94.6023

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.129



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.447



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9040 top1= 64.7636


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6668 top1= 47.4760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5426 top1= 44.7817

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.2514 top1= 95.7386

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.131



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.459


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1648 top1= 96.3068

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.133



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.465


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.2336 top1= 94.6023

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.132



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.459



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9663 top1= 64.6735


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7308 top1= 47.3958


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8515 top1= 45.2925

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.2570 top1= 96.0227

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.474


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1625 top1= 96.8750

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.136



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.479


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.2279 top1= 94.8864

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.134



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9983 top1= 64.4832


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7499 top1= 47.3357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1062 top1= 45.9535

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.2582 top1= 96.5909

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.138



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.488


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1640 top1= 96.8750

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.138



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.491


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.2186 top1= 94.8864

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.136



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.480



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0039 top1= 64.5733


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8425 top1= 47.0653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2771 top1= 46.6446

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.2571 top1= 97.4432

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.140



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.496


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1661 top1= 96.8750

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.140



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.500


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.2101 top1= 94.3182

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.138



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.488



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0412 top1= 64.4732


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9455 top1= 46.9651


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5225 top1= 46.9852

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.2599 top1= 98.0114

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.142



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.505


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1656 top1= 96.3068

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.143



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.511


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.2036 top1= 94.8864

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.140



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.497



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0926 top1= 64.4231


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0395 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7709 top1= 47.3357

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.2663 top1= 97.4432

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.143



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.514


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1642 top1= 96.3068

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.145



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.522


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.2000 top1= 95.1705

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.142



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.506



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1077 top1= 64.2829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1650 top1= 46.4243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9961 top1= 47.6362

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.2733 top1= 97.1591

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.146



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.524


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1595 top1= 97.1591

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.147



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.529


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1955 top1= 95.4545

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.143



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.510



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1345 top1= 63.8722


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2431 top1= 46.4343


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.2333 top1= 47.7965

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.2812 top1= 97.1591

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.147



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.530


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1540 top1= 96.8750

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.147



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.532


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1909 top1= 95.4545

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.143



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.510



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1464 top1= 63.3213


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2939 top1= 46.4243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4657 top1= 47.8165

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.2878 top1= 97.1591

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.148



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.532


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1521 top1= 97.1591

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.148



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.536


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1847 top1= 96.0227

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.143



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.510



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1807 top1= 62.9107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3356 top1= 46.5645


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6642 top1= 47.8265

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.2915 top1= 97.1591

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.147



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.531


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1514 top1= 97.1591

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.148



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.535


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1775 top1= 96.0227

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.142



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.504



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2429 top1= 63.0709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3476 top1= 46.4643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8941 top1= 47.5861

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3010 top1= 97.4432

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.145



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.522


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1513 top1= 96.8750

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.148



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.535


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1712 top1= 96.3068

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.141



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.502



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2961 top1= 63.0008


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4015 top1= 46.4243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.1337 top1= 47.1554

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3058 top1= 97.4432

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.144



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.517


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1497 top1= 96.8750

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.148



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.535


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1682 top1= 96.5909

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.141



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.502



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3460 top1= 62.3097


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3674 top1= 46.9151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.3951 top1= 46.9551

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3082 top1= 97.1591

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.144



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.519


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1438 top1= 96.8750

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.149



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.542


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1659 top1= 96.8750

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.143



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.509



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3634 top1= 61.8089


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3337 top1= 47.1955


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.5992 top1= 46.6847

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3047 top1= 97.4432

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.146



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.527


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1390 top1= 97.1591

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.152



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.554


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1663 top1= 96.8750

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.145



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.519



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3922 top1= 61.4984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3367 top1= 47.2756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.7886 top1= 46.7047

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3069 top1= 96.5909

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.148



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.535


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1404 top1= 96.5909

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.154



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.564


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1596 top1= 96.8750

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.148



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.533



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4362 top1= 61.2981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3192 top1= 47.5561


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.9429 top1= 46.3041

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3094 top1= 97.1591

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.149



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.541


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1353 top1= 97.1591

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.156



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.575


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1569 top1= 96.5909

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.150



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.540



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4905 top1= 60.4367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3988 top1= 47.5561


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0390 top1= 46.5445

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3137 top1= 97.1591

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.151



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.551


[E34B10 |   4224/60000 (  7%) ] Loss: 0.1393 top1= 98.0114

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.161



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.595


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1497 top1= 96.8750

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.153



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.555



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4639 top1= 61.1879


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3313 top1= 47.4159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0330 top1= 46.1939

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3069 top1= 97.4432

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.153



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.556


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1299 top1= 97.7273

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.163



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.606


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1509 top1= 96.5909

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.154



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.561



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4602 top1= 60.6771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3823 top1= 47.1154


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.9713 top1= 46.5044

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.2925 top1= 98.0114

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.155



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.568


[E36B10 |   4224/60000 (  7%) ] Loss: 0.1281 top1= 97.7273

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.165



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.612


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1522 top1= 96.5909

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.155



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.564



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4461 top1= 60.4768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3260 top1= 47.0453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.8243 top1= 46.4042

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.2829 top1= 98.0114

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.157



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.574


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1291 top1= 98.0114

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.621


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1554 top1= 96.8750

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.157



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.574



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4001 top1= 60.9776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2475 top1= 47.0052


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.5430 top1= 46.8249

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2758 top1= 97.4432

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.158



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1326 top1= 98.0114

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.622


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1589 top1= 96.5909

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.158



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.577



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3518 top1= 61.0477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1957 top1= 46.8349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.2433 top1= 47.0853

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2647 top1= 97.7273

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.158



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.581


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1413 top1= 97.4432

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.618


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.1626 top1= 96.5909

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.158



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.576



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2924 top1= 60.9375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1106 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8229 top1= 47.2456

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2561 top1= 97.4432

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.158



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.578


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1550 top1= 96.5909

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.617


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1736 top1= 95.7386

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.158



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.576



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1723 top1= 61.8089


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9554 top1= 46.8450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3587 top1= 47.0152

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.2422 top1= 97.7273

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.157



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.573


[E41B10 |   4224/60000 (  7%) ] Loss: 0.1613 top1= 96.5909

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.164



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.603


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.1932 top1= 94.6023

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.155



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.561



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0531 top1= 61.9491


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8030 top1= 46.5845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9074 top1= 46.5345

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.2296 top1= 97.7273

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.155



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.562


[E42B10 |   4224/60000 (  7%) ] Loss: 0.1648 top1= 96.8750

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.159



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.583


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.2120 top1= 94.3182

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.152



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.548



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9592 top1= 62.4099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6909 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5243 top1= 46.0537

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.2272 top1= 96.3068

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.152



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.551


[E43B10 |   4224/60000 (  7%) ] Loss: 0.1758 top1= 96.3068

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.157



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.574


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.2367 top1= 93.7500

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.152



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.547



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8872 top1= 62.5300


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6061 top1= 46.4243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2595 top1= 45.7232

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.2205 top1= 95.7386

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.152



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.547


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1938 top1= 96.3068

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.155



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.565


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.2533 top1= 93.1818

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.151



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.542



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8351 top1= 62.4900


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5566 top1= 46.1739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0018 top1= 45.2624

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.2187 top1= 94.6023

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.151



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.542


[E45B10 |   4224/60000 (  7%) ] Loss: 0.2152 top1= 96.0227

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.153



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.554


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.2692 top1= 92.8977

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.150



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.536



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7824 top1= 62.0593


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5271 top1= 45.7833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7064 top1= 44.7616

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.2245 top1= 94.0341

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.150



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.537


[E46B10 |   4224/60000 (  7%) ] Loss: 0.2405 top1= 95.4545

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.153



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.552


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.2667 top1= 92.8977

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.152



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.547



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7363 top1= 61.8289


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5479 top1= 45.6731


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5927 top1= 44.6915

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.2385 top1= 94.6023

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.154



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.556


[E47B10 |   4224/60000 (  7%) ] Loss: 0.2502 top1= 95.1705

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.157



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.568


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.2714 top1= 92.6136

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.155



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.558



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6617 top1= 61.3682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5768 top1= 45.3225


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3501 top1= 44.5012

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.2474 top1= 94.6023

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.155



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.560


[E48B10 |   4224/60000 (  7%) ] Loss: 0.2658 top1= 95.1705

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.156



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.562


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.2764 top1= 92.6136

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.152



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.544



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5554 top1= 61.0577


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6073 top1= 45.0321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0858 top1= 44.4912

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.2555 top1= 94.0341

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.150



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.534


[E49B10 |   4224/60000 (  7%) ] Loss: 0.2728 top1= 93.7500

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.146



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.518


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.2786 top1= 92.8977

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.138



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.484



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4851 top1= 60.7973


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6101 top1= 45.0821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.8275 top1= 44.4010

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.2475 top1= 93.4659

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.132



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.459


[E50B10 |   4224/60000 (  7%) ] Loss: 0.2709 top1= 94.8864

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.128



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.441


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.2842 top1= 92.6136

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.121



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.410



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4376 top1= 60.7973


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6194 top1= 44.8117


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6628 top1= 44.1306

