
=== 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: 1.9849 top1= 42.8977

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.5762 top1= 52.2727

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0836 top1= 35.2564


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6812 top1= 38.5116


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4595 top1= 33.7540

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1403 top1= 68.4659

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.076



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.306


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.8686 top1= 78.6932

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.097



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.396


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6667 top1= 85.7955

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.105



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.432



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5644 top1= 56.0296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7573 top1= 39.3229


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7515 top1= 35.8674

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4456 top1= 91.4773

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.107



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.443


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.3896 top1= 91.4773

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.102



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.421


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3768 top1= 89.4886

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.383



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1980 top1= 67.3277


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3317 top1= 39.8938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5824 top1= 40.1042

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2646 top1= 92.8977

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.345


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2828 top1= 93.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.075



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.307


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2990 top1= 92.6136

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.273



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0320 top1= 70.7332


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0943 top1= 43.3093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4238 top1= 41.8470

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2169 top1= 94.0341

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.249


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2441 top1= 93.4659

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.230


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2599 top1= 92.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.211



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9402 top1= 73.0268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9748 top1= 47.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3289 top1= 42.4279

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1939 top1= 94.3182

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.198


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2279 top1= 94.0341

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.190


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2334 top1= 94.0341

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.179



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8795 top1= 74.8197


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9177 top1= 49.3990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2638 top1= 42.6683

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1777 top1= 94.8864

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.171


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2098 top1= 94.6023

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.168


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2150 top1= 94.0341

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.160



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8387 top1= 76.0016


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8871 top1= 50.8814


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2351 top1= 42.7584

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1686 top1= 95.1705

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.155


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1966 top1= 95.1705

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.154


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2034 top1= 94.0341

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8137 top1= 76.4323


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8638 top1= 51.5124


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2290 top1= 43.0188

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1613 top1= 95.1705

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1896 top1= 95.1705

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1956 top1= 94.8864

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7976 top1= 76.7829


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8470 top1= 51.9531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2273 top1= 43.1691

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1560 top1= 95.1705

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.036



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.138


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1832 top1= 95.4545

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.139


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1898 top1= 94.8864

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.136



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7851 top1= 76.8830


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8385 top1= 52.3638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2287 top1= 43.3293

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1519 top1= 95.4545

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1785 top1= 95.7386

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.135


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1853 top1= 94.8864

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7757 top1= 77.1134


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8355 top1= 52.7644


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2325 top1= 43.4996

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1484 top1= 95.4545

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.130


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1746 top1= 95.7386

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.131


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1817 top1= 95.1705

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7684 top1= 77.0833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8345 top1= 52.9347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2349 top1= 43.6799

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1457 top1= 96.0227

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1715 top1= 95.7386

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.129


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1788 top1= 95.4545

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7629 top1= 77.1134


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8339 top1= 53.1350


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2383 top1= 43.8301

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1433 top1= 96.0227

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.125


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1689 top1= 95.7386

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1763 top1= 95.4545

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.125



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7575 top1= 77.3037


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8337 top1= 53.3554


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2419 top1= 43.9704

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1412 top1= 96.0227

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1668 top1= 96.0227

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.125


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1741 top1= 95.4545

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7528 top1= 77.4239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8331 top1= 53.4956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2426 top1= 44.1006

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1396 top1= 96.0227

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.122


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1653 top1= 96.0227

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.124


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1719 top1= 95.4545

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.122



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7491 top1= 77.4139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8354 top1= 53.5857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2446 top1= 44.2107

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1379 top1= 96.3068

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1634 top1= 96.0227

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.122


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1703 top1= 95.4545

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.121



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7457 top1= 77.3638


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8371 top1= 53.6959


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2480 top1= 44.2508

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1367 top1= 96.3068

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1621 top1= 96.0227

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.121


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1688 top1= 95.4545

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7436 top1= 77.4139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8381 top1= 53.6959


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2564 top1= 44.3409

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1355 top1= 96.3068

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1611 top1= 96.0227

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1674 top1= 95.4545

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.119



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7416 top1= 77.3938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8391 top1= 53.7760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2684 top1= 44.3610

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1343 top1= 96.3068

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1600 top1= 96.0227

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1664 top1= 95.7386

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7387 top1= 77.4740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8360 top1= 53.8361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2680 top1= 44.4111

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1335 top1= 96.3068

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1591 top1= 96.0227

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1651 top1= 95.7386

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7378 top1= 77.4239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8341 top1= 53.9463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2775 top1= 44.3910

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1326 top1= 96.3068

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1581 top1= 96.0227

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1644 top1= 95.4545

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7360 top1= 77.4639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8345 top1= 53.9463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2800 top1= 44.4511

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1317 top1= 96.3068

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1572 top1= 96.0227

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1635 top1= 95.7386

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7354 top1= 77.4038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8363 top1= 53.9363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2860 top1= 44.4211

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1311 top1= 96.3068

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1563 top1= 96.0227

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1629 top1= 95.7386

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7336 top1= 77.4539


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8390 top1= 53.9363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2893 top1= 44.4211

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1304 top1= 96.3068

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1558 top1= 96.0227

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1625 top1= 95.7386

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7327 top1= 77.4639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8385 top1= 53.9563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2943 top1= 44.4211

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1298 top1= 96.3068

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1549 top1= 96.0227

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1618 top1= 95.7386

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7321 top1= 77.4639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8403 top1= 53.9263


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2992 top1= 44.4010

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1293 top1= 96.3068

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1545 top1= 96.0227

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1609 top1= 95.7386

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7308 top1= 77.5341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8411 top1= 54.0365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3024 top1= 44.4411

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1287 top1= 96.5909

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1539 top1= 96.0227

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1604 top1= 95.7386

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7308 top1= 77.4940


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8411 top1= 54.0365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3066 top1= 44.4311

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.1285 top1= 96.5909

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1530 top1= 96.0227

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.115


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1598 top1= 95.7386

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7291 top1= 77.4639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8435 top1= 54.0365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3090 top1= 44.4912

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.1276 top1= 96.5909

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1525 top1= 96.0227

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1593 top1= 95.7386

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7291 top1= 77.5040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8458 top1= 54.0565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3131 top1= 44.4812

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.1271 top1= 96.5909

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1519 top1= 96.0227

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1590 top1= 95.7386

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7282 top1= 77.5441


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8439 top1= 54.0665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3179 top1= 44.5112

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.1268 top1= 96.5909

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1514 top1= 96.0227

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.114


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1583 top1= 95.7386

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7277 top1= 77.5441


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8492 top1= 54.0565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3196 top1= 44.4812

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.1262 top1= 96.5909

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1509 top1= 96.0227

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1581 top1= 95.7386

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7270 top1= 77.5541


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8473 top1= 54.0665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3211 top1= 44.5012

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.1258 top1= 96.5909

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E34B10 |   4224/60000 (  7%) ] Loss: 0.1505 top1= 96.0227

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1577 top1= 95.7386

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7264 top1= 77.5741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8493 top1= 54.1066


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3239 top1= 44.5913

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.1256 top1= 96.5909

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1498 top1= 96.0227

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1574 top1= 95.7386

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7259 top1= 77.5341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8506 top1= 54.1366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3252 top1= 44.5613

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.1250 top1= 96.5909

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E36B10 |   4224/60000 (  7%) ] Loss: 0.1495 top1= 96.0227

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1568 top1= 95.7386

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7257 top1= 77.5240


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8479 top1= 54.1466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3286 top1= 44.5713

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.1246 top1= 96.5909

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1490 top1= 96.0227

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1564 top1= 95.7386

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7253 top1= 77.5541


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8508 top1= 54.1266


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3301 top1= 44.6014

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.1245 top1= 96.5909

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1489 top1= 96.0227

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1560 top1= 95.7386

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7248 top1= 77.5441


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8487 top1= 54.2067


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3332 top1= 44.5913

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.1240 top1= 96.5909

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1483 top1= 96.0227

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.1558 top1= 95.7386

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7243 top1= 77.5641


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8528 top1= 54.1767


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3358 top1= 44.5913

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.1238 top1= 96.5909

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1480 top1= 96.0227

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1554 top1= 95.7386

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7242 top1= 77.5741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8534 top1= 54.1867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3374 top1= 44.6014

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.1234 top1= 96.5909

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E41B10 |   4224/60000 (  7%) ] Loss: 0.1476 top1= 96.0227

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.1554 top1= 95.7386

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7242 top1= 77.5441


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8500 top1= 54.2268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3406 top1= 44.6114

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.1235 top1= 96.5909

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E42B10 |   4224/60000 (  7%) ] Loss: 0.1475 top1= 96.0227

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.1547 top1= 95.7386

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7236 top1= 77.5441


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8521 top1= 54.2668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3423 top1= 44.5913

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.1230 top1= 96.5909

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E43B10 |   4224/60000 (  7%) ] Loss: 0.1470 top1= 96.0227

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.1549 top1= 95.7386

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7233 top1= 77.5341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8525 top1= 54.2969


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3457 top1= 44.5813

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.1227 top1= 96.5909

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1468 top1= 96.0227

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.1544 top1= 95.7386

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7229 top1= 77.5541


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8536 top1= 54.2668


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3454 top1= 44.6014

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.1227 top1= 96.5909

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E45B10 |   4224/60000 (  7%) ] Loss: 0.1464 top1= 96.0227

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.1545 top1= 95.7386

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7225 top1= 77.5741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8539 top1= 54.2869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3511 top1= 44.6014

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.1224 top1= 96.5909

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E46B10 |   4224/60000 (  7%) ] Loss: 0.1462 top1= 96.0227

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.1540 top1= 95.7386

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7228 top1= 77.5441


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8536 top1= 54.2869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3513 top1= 44.6114

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.1220 top1= 96.5909

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E47B10 |   4224/60000 (  7%) ] Loss: 0.1460 top1= 96.0227

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1540 top1= 95.7386

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7223 top1= 77.5942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8558 top1= 54.3269


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3549 top1= 44.5913

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.1218 top1= 96.5909

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E48B10 |   4224/60000 (  7%) ] Loss: 0.1456 top1= 96.0227

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1537 top1= 95.7386

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7220 top1= 77.5641


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8551 top1= 54.2869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3548 top1= 44.6114

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.1218 top1= 96.5909

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E49B10 |   4224/60000 (  7%) ] Loss: 0.1454 top1= 96.0227

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1537 top1= 95.7386

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7218 top1= 77.6142


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8569 top1= 54.2768


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3607 top1= 44.6014

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.1213 top1= 96.5909

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E50B10 |   4224/60000 (  7%) ] Loss: 0.1450 top1= 96.0227

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.1534 top1= 95.7386

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7217 top1= 77.6042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8584 top1= 54.3169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3595 top1= 44.6414

