
=== 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 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.6952 top1= 77.5568

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.402



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.487


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2368 top1= 93.1818

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.758



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=3.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3843 top1= 51.7728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4887 top1= 41.3061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5322 top1= 40.9756

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1451 top1= 95.1705

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.717



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.919


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1403 top1= 94.8864

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.573



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.313


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1667 top1= 96.0227

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.456



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.807



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1013 top1= 62.2997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7869 top1= 46.4844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6455 top1= 44.7817

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1109 top1= 96.5909

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.382



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.492


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1015 top1= 97.7273

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.348



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.345


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1076 top1= 96.8750

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.318



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.219



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9715 top1= 67.9587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6057 top1= 51.2220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5025 top1= 44.5212

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0710 top1= 98.0114

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.300



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.144


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0864 top1= 97.1591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.296



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.112


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1123 top1= 96.3068

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.283



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8849 top1= 71.7348


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3487 top1= 52.8946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3405 top1= 44.5713

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0567 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.279



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.042


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0656 top1= 98.2955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.276



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.031


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0868 top1= 97.1591

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.264



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.985



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8265 top1= 74.6795


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2403 top1= 53.8462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1102 top1= 44.7516

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0562 top1= 98.5795

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.258



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.966


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0591 top1= 98.2955

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.259



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.965


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0671 top1= 98.0114

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8039 top1= 75.0200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1908 top1= 54.9079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0753 top1= 45.1322

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0433 top1= 99.7159

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.915


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0438 top1= 98.8636

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.920


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0624 top1= 98.2955

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.239



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.889



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8114 top1= 74.7196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1645 top1= 55.2384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0821 top1= 45.2324

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0445 top1= 99.7159

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.242



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.901


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0425 top1= 98.8636

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.247



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.921


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0601 top1= 98.2955

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.237



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.879



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8399 top1= 73.4475


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1814 top1= 54.8978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1011 top1= 45.4427

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0454 top1= 99.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.241



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.900


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0442 top1= 98.8636

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.248



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0646 top1= 98.0114

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.240



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.893



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8700 top1= 72.3758


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1858 top1= 55.0180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1294 top1= 45.5329

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0456 top1= 99.4318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.243



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.905


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0409 top1= 99.1477

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.249



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.927


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0622 top1= 98.2955

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.242



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.900



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8921 top1= 71.8750


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1850 top1= 55.0881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1903 top1= 45.3726

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0428 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0404 top1= 99.1477

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.932


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0608 top1= 98.2955

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.242



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.899



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9058 top1= 71.3341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1938 top1= 55.0781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1903 top1= 45.3025

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0409 top1= 99.7159

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.914


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0419 top1= 98.8636

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.936


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0621 top1= 98.0114

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.903



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9187 top1= 70.9235


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2091 top1= 55.2584


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1933 top1= 45.3325

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0403 top1= 99.7159

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.915


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0429 top1= 98.5795

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.934


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0609 top1= 98.5795

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9230 top1= 70.9135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2017 top1= 55.1983


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2128 top1= 45.2524

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0413 top1= 99.7159

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0419 top1= 98.8636

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.935


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0594 top1= 98.2955

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.908



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9414 top1= 70.4227


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2268 top1= 55.0381


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2279 top1= 45.3526

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0408 top1= 99.7159

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.921


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0414 top1= 98.5795

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.937


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0600 top1= 98.2955

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.907



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9527 top1= 69.9720


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2314 top1= 55.1382


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2259 top1= 45.4127

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0404 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.915


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0408 top1= 98.5795

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.932


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0593 top1= 98.5795

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9565 top1= 69.9018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2372 top1= 55.2284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2386 top1= 45.4327

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0403 top1= 99.7159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0414 top1= 98.8636

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.929


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0598 top1= 98.5795

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.905



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9665 top1= 69.8618


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2230 top1= 55.1082


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2728 top1= 45.4627

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0419 top1= 99.7159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0413 top1= 98.5795

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.935


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0604 top1= 98.2955

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.906



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9688 top1= 69.9018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2342 top1= 54.9379


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2676 top1= 45.4627

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0416 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.918


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0405 top1= 98.8636

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.939


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0596 top1= 98.5795

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9591 top1= 69.8317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2286 top1= 55.1583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2663 top1= 45.4127

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0396 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.245



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.917


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0409 top1= 98.5795

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.929


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0603 top1= 98.2955

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.243



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.907



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9631 top1= 69.8217


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2032 top1= 55.2384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2773 top1= 45.4427

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0409 top1= 99.7159

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.920


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0423 top1= 98.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.935


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0598 top1= 98.5795

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.910



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9654 top1= 70.0621


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2354 top1= 54.8978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3001 top1= 45.4127

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0446 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0416 top1= 98.8636

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.253



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.945


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0609 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.918



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9687 top1= 69.8417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2133 top1= 55.0080


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2836 top1= 45.4828

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0396 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0417 top1= 98.8636

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.937


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0588 top1= 98.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.915



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9596 top1= 69.8317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2162 top1= 55.2784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2988 top1= 45.4327

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0385 top1= 99.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0410 top1= 98.8636

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.931


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0598 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.907



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9686 top1= 70.0321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2180 top1= 55.1482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3129 top1= 45.4127

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0435 top1= 99.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.923


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0413 top1= 98.5795

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.942


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0608 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.913



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9762 top1= 69.9119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2175 top1= 54.8778


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3121 top1= 45.4627

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0415 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.920


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0430 top1= 99.1477

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.941


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0592 top1= 98.2955

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.920



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9700 top1= 69.8317


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2166 top1= 55.2284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3162 top1= 45.4728

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0389 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0414 top1= 98.8636

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.933


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0610 top1= 98.2955

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9626 top1= 70.0020


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2038 top1= 55.2183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3176 top1= 45.4427

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0402 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0437 top1= 98.5795

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.938


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0600 top1= 98.5795

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.915



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9660 top1= 70.3826


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2030 top1= 54.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3348 top1= 45.4227

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0457 top1= 99.1477

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.928


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0432 top1= 98.8636

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.255



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.952


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0613 top1= 98.5795

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9564 top1= 70.4627


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2079 top1= 55.0581


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3342 top1= 45.4327

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0393 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.921


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0414 top1= 98.8636

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.937


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0594 top1= 98.2955

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9618 top1= 70.1322


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1913 top1= 55.4387


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3213 top1= 45.4928

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0389 top1= 99.7159

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.928


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0433 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.937


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0610 top1= 98.5795

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.911



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9644 top1= 70.4828


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2067 top1= 55.0180


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3504 top1= 45.4828

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0449 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0403 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.253



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.944


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0592 top1= 98.0114

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.917



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9651 top1= 70.2123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2060 top1= 54.9379


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3599 top1= 45.3926

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0390 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0436 top1= 98.8636

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.939


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0594 top1= 98.5795

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.919



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9721 top1= 69.8618


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2145 top1= 55.2183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3269 top1= 45.5629

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.921


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0417 top1= 98.5795

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.930


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0608 top1= 98.5795

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.909



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9655 top1= 70.3225


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2070 top1= 55.2284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3398 top1= 45.4928

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0420 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0435 top1= 98.5795

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.941


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0582 top1= 98.2955

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.922



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9744 top1= 70.3125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2056 top1= 54.7877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3787 top1= 45.4828

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0446 top1= 99.7159

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0448 top1= 98.8636

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.254



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.948


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0589 top1= 98.2955

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9621 top1= 70.2424


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2089 top1= 55.1583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3506 top1= 45.5028

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0379 top1= 99.7159

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0431 top1= 98.5795

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.935


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0614 top1= 98.2955

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.916



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9616 top1= 70.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1834 top1= 55.3886


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3369 top1= 45.5128

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0403 top1= 99.7159

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0436 top1= 98.8636

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.938


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0609 top1= 98.5795

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.917



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9588 top1= 70.9335


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1885 top1= 54.8478


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3682 top1= 45.4928

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0482 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.248



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.930


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0430 top1= 98.5795

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.255



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.954


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0578 top1= 98.5795

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.929



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9585 top1= 70.5429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2049 top1= 55.1182


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3763 top1= 45.5329

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0376 top1= 99.7159

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0442 top1= 98.8636

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.937


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0596 top1= 98.2955

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.920



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9684 top1= 70.0421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1768 top1= 55.4988


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3545 top1= 45.5929

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0392 top1= 99.7159

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.928


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0464 top1= 98.5795

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.253



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.943


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0649 top1= 98.0114

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.918



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9611 top1= 70.7632


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2082 top1= 54.9279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3381 top1= 45.5028

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0468 top1= 99.1477

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.927


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0386 top1= 99.4318

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.253



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.946


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0569 top1= 98.2955

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9616 top1= 70.6330


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2086 top1= 54.9279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3826 top1= 45.4928

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0401 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.923


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0444 top1= 98.8636

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.939


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0564 top1= 98.8636

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.247



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.923



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9699 top1= 70.0321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2110 top1= 55.2684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3703 top1= 45.5729

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0380 top1= 99.4318

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0453 top1= 98.2955

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.250



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.931


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0638 top1= 98.2955

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.244



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9688 top1= 70.3526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1932 top1= 55.2784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3387 top1= 45.5329

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0430 top1= 99.7159

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.924


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0441 top1= 98.5795

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.253



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.943


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0596 top1= 98.0114

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.927



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9663 top1= 70.6430


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2130 top1= 54.7776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3652 top1= 45.5128

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0462 top1= 99.4318

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.248



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.931


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0432 top1= 99.1477

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.254



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.952


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0561 top1= 98.8636

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.249



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.933



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9548 top1= 70.6030


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1952 top1= 55.1182


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4196 top1= 45.4928

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0380 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.248



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.928


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0439 top1= 98.8636

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.937


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0586 top1= 98.2955

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.926



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9618 top1= 70.3225


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1825 top1= 55.3986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3480 top1= 45.6731

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0388 top1= 99.7159

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.248



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.932


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0489 top1= 98.2955

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.252



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.942


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0668 top1= 98.0114

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.246



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.918



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9593 top1= 70.7131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1958 top1= 54.8678


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3413 top1= 45.5729

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0491 top1= 99.1477

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.248



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.931


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0406 top1= 99.1477

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.256



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.956


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0591 top1= 98.0114

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.249



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.933



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9566 top1= 70.8934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2003 top1= 54.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4089 top1= 45.4627

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0406 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.247



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.925


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0419 top1= 98.8636

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.938


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0547 top1= 99.4318

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.248



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=0.929



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9586 top1= 70.3125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1802 top1= 55.2985


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3959 top1= 45.5228

