
=== 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 0.604 0.062]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.062 0.938]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.0602 top1= 42.6136

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.6613 top1= 53.1250

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0962 top1= 32.6422


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6422 top1= 38.6218


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4134 top1= 33.9744

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.2140 top1= 68.4659

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.282


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.9316 top1= 76.7045

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.090



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.370


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.7024 top1= 84.6591

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.098



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5394 top1= 64.3630


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7218 top1= 39.2628


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7075 top1= 35.6170

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4750 top1= 90.3409

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.098



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.410


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.4212 top1= 90.3409

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.092



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.383


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3868 top1= 89.4886

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.083



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.342



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1139 top1= 72.9067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2161 top1= 39.9940


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4502 top1= 39.7035

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2678 top1= 93.1818

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.073



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.302


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2965 top1= 93.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.263


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2913 top1= 91.7614

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.056



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9153 top1= 75.1803


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9363 top1= 44.3810


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2214 top1= 41.9071

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2099 top1= 93.7500

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.200


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2483 top1= 94.3182

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.178


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2456 top1= 92.8977

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.158



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8049 top1= 76.3622


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7721 top1= 47.8566


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0666 top1= 44.8217

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1804 top1= 94.6023

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2199 top1= 94.8864

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.134


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2167 top1= 93.7500

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.122



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7344 top1= 77.3638


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6556 top1= 50.2905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9642 top1= 47.2756

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1620 top1= 94.8864

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2005 top1= 95.4545

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1967 top1= 94.6023

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6866 top1= 77.8646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5819 top1= 51.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8904 top1= 48.8882

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1484 top1= 95.4545

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1854 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1816 top1= 94.6023

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6516 top1= 78.2853


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5283 top1= 53.1250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8307 top1= 49.9499

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1379 top1= 95.7386

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1737 top1= 95.4545

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1701 top1= 94.8864

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6261 top1= 78.6458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4875 top1= 53.9964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7890 top1= 50.4908

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1297 top1= 96.8750

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1639 top1= 96.3068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1608 top1= 95.1705

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6060 top1= 79.0164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4527 top1= 54.8878


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7554 top1= 51.0617

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1229 top1= 97.1591

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1557 top1= 96.3068

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1531 top1= 95.7386

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5912 top1= 79.4772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4285 top1= 55.6390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7313 top1= 51.2921

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1174 top1= 97.1591

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1488 top1= 96.5909

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1466 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5796 top1= 79.8778


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4098 top1= 56.1599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7110 top1= 51.4824

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1129 top1= 97.4432

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1430 top1= 96.5909

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1412 top1= 95.7386

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5708 top1= 80.2384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3936 top1= 56.6206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6949 top1= 51.6727

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1093 top1= 98.0114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1382 top1= 96.5909

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1366 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5643 top1= 80.6290


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3816 top1= 57.0212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6836 top1= 51.8630

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1061 top1= 98.0114

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1339 top1= 96.5909

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1327 top1= 96.3068

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5592 top1= 80.8994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3713 top1= 57.2516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6740 top1= 51.9932

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1034 top1= 98.0114

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1303 top1= 96.5909

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1295 top1= 96.3068

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5556 top1= 81.0397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3614 top1= 57.5020


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6646 top1= 52.1635

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1013 top1= 98.2955

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1271 top1= 96.8750

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1266 top1= 96.3068

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5534 top1= 81.1999


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3547 top1= 57.6322


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6595 top1= 52.2536

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0995 top1= 98.5795

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1245 top1= 96.8750

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1243 top1= 96.3068

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5519 top1= 81.3301


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3510 top1= 57.8325


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6548 top1= 52.3538

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0981 top1= 98.5795

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1221 top1= 97.1591

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1223 top1= 96.5909

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5514 top1= 81.4303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3447 top1= 57.8726


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6506 top1= 52.3938

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0972 top1= 98.5795

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1203 top1= 97.1591

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1208 top1= 96.5909

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5519 top1= 81.4503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3428 top1= 57.9828


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6473 top1= 52.4038

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0964 top1= 98.5795

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1188 top1= 97.1591

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1194 top1= 96.5909

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5525 top1= 81.5405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3398 top1= 57.9527


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6474 top1= 52.3938

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0957 top1= 98.5795

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1177 top1= 97.1591

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1185 top1= 96.5909

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5541 top1= 81.5605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3398 top1= 57.8826


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6459 top1= 52.3938

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0954 top1= 98.5795

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1167 top1= 97.1591

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1177 top1= 96.5909

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5563 top1= 81.5505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3380 top1= 57.7825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6489 top1= 52.2736

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0952 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1163 top1= 97.1591

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1173 top1= 96.5909

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5592 top1= 81.5104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3368 top1= 57.6723


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6485 top1= 52.2837

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0953 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1160 top1= 97.4432

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1171 top1= 96.5909

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5624 top1= 81.4103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3379 top1= 57.6222


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6513 top1= 52.1735

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0954 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1157 top1= 97.4432

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1172 top1= 96.5909

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5662 top1= 81.2500


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3383 top1= 57.5721


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6542 top1= 52.1434

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0958 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1158 top1= 97.4432

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1173 top1= 96.5909

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5702 top1= 81.2099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3398 top1= 57.4820


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6574 top1= 52.1134

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0963 top1= 99.4318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1162 top1= 97.4432

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1178 top1= 96.5909

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5747 top1= 81.0196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3418 top1= 57.3918


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6599 top1= 52.0533

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0969 top1= 99.4318

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1167 top1= 97.4432

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1184 top1= 96.5909

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5796 top1= 80.8694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3433 top1= 57.2716


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6654 top1= 51.8930

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0978 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1175 top1= 97.4432

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1191 top1= 96.5909

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5849 top1= 80.7893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3470 top1= 57.1014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6691 top1= 51.7628

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0988 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1185 top1= 97.7273

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1203 top1= 96.5909

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5908 top1= 80.6691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3506 top1= 56.9912


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6729 top1= 51.6226

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0997 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1194 top1= 97.7273

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1212 top1= 96.5909

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5968 top1= 80.6090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3554 top1= 56.7208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6782 top1= 51.4323

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.1011 top1= 99.4318

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1207 top1= 97.7273

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1225 top1= 96.5909

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6035 top1= 80.4487


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3589 top1= 56.5905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6845 top1= 51.3021

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.1023 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E34B10 |   4224/60000 (  7%) ] Loss: 0.1221 top1= 97.4432

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1239 top1= 96.3068

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6103 top1= 80.2384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3647 top1= 56.4403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6899 top1= 51.1418

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.1037 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1238 top1= 97.1591

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1255 top1= 96.3068

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6181 top1= 80.0280


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3699 top1= 56.3201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6976 top1= 50.9315

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.1052 top1= 99.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E36B10 |   4224/60000 (  7%) ] Loss: 0.1255 top1= 97.1591

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1273 top1= 96.3068

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6258 top1= 79.8077


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3758 top1= 56.1398


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7027 top1= 50.7212

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.1069 top1= 99.1477

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1276 top1= 97.1591

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1292 top1= 96.3068

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6344 top1= 79.5072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3806 top1= 55.8393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7117 top1= 50.4908

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.1087 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1296 top1= 97.1591

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1312 top1= 96.3068

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6429 top1= 79.3670


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3876 top1= 55.6290


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7187 top1= 50.2003

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.1106 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1319 top1= 97.1591

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.1334 top1= 96.3068

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6523 top1= 79.0264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3948 top1= 55.4187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7251 top1= 50.0401

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.1125 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1343 top1= 97.1591

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1358 top1= 96.3068

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6618 top1= 78.8161


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4012 top1= 55.0881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7344 top1= 49.8197

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.1146 top1= 98.8636

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E41B10 |   4224/60000 (  7%) ] Loss: 0.1367 top1= 97.1591

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.1382 top1= 96.3068

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6719 top1= 78.5156


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4097 top1= 54.8277


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7420 top1= 49.6795

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.1168 top1= 98.8636

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E42B10 |   4224/60000 (  7%) ] Loss: 0.1393 top1= 97.1591

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.1409 top1= 96.3068

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6822 top1= 78.3654


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4181 top1= 54.5573


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7508 top1= 49.4992

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.1191 top1= 98.5795

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E43B10 |   4224/60000 (  7%) ] Loss: 0.1420 top1= 97.1591

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.1435 top1= 96.3068

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6934 top1= 78.1350


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4268 top1= 54.1667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7599 top1= 49.2989

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.1215 top1= 98.5795

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1449 top1= 97.1591

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.1464 top1= 96.3068

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7045 top1= 77.9147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4356 top1= 53.7660


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7692 top1= 49.1186

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.1241 top1= 98.2955

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E45B10 |   4224/60000 (  7%) ] Loss: 0.1477 top1= 97.1591

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.1493 top1= 96.3068

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7162 top1= 77.7444


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4453 top1= 53.3253


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7797 top1= 48.7981

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.1266 top1= 98.0114

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E46B10 |   4224/60000 (  7%) ] Loss: 0.1507 top1= 96.8750

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.1523 top1= 96.3068

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7281 top1= 77.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4550 top1= 52.9748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7893 top1= 48.4876

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.1293 top1= 97.7273

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E47B10 |   4224/60000 (  7%) ] Loss: 0.1536 top1= 96.8750

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1553 top1= 96.3068

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7402 top1= 77.1234


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4654 top1= 52.7244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7996 top1= 48.3073

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.1320 top1= 97.7273

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E48B10 |   4224/60000 (  7%) ] Loss: 0.1568 top1= 96.5909

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1585 top1= 96.3068

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7527 top1= 76.8429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4756 top1= 52.2937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8091 top1= 48.1571

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.1348 top1= 97.7273

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E49B10 |   4224/60000 (  7%) ] Loss: 0.1600 top1= 96.3068

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1616 top1= 96.3068

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7652 top1= 76.5024


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4859 top1= 52.0032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8198 top1= 47.9667

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.1376 top1= 97.7273

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E50B10 |   4224/60000 (  7%) ] Loss: 0.1632 top1= 96.3068

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.1650 top1= 96.3068

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7779 top1= 76.1919


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4963 top1= 51.5525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8298 top1= 47.6763

