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

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

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

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



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



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



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.542 0.125]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.125 0.875]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.7102 top1= 77.8409

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.433



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=1.509


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2394 top1= 93.4659

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.804



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=3.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6635 top1= 38.9924


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9439 top1= 41.6667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1911 top1= 42.4179

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1352 top1= 95.7386

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.766



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.012


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1314 top1= 95.4545

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.626



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.430


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1649 top1= 95.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.512



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.941



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3019 top1= 53.8662


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7740 top1= 48.1470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7305 top1= 44.2909

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1015 top1= 96.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.449



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.669


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1053 top1= 97.1591

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.422



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.552


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1217 top1= 96.3068

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.392



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.429



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2747 top1= 55.3285


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6463 top1= 51.7728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6880 top1= 43.5897

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0691 top1= 99.1477

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.381



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.378


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0881 top1= 97.1591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.380



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.359


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1040 top1= 96.8750

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.367



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.318



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2759 top1= 56.4804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5112 top1= 53.2452


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4947 top1= 44.1506

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0759 top1= 98.0114

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.361



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.301


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0779 top1= 97.4432

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.365



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.313


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0975 top1= 97.4432

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.351



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.262



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3566 top1= 55.1683


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4917 top1= 53.7560


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3241 top1= 44.6615

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0649 top1= 99.1477

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.349



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.260


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0654 top1= 98.5795

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.358



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.291


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0857 top1= 97.1591

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.349



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.255



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5004 top1= 51.6727


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5282 top1= 54.0465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3225 top1= 45.0321

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0616 top1= 99.1477

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.350



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.266


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0627 top1= 97.7273

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.360



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.300


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0850 top1= 97.4432

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.354



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.280



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6277 top1= 49.1086


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5410 top1= 54.3269


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3717 top1= 45.1322

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0591 top1= 99.1477

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.358



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.301


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0658 top1= 97.7273

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.369



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.341


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0839 top1= 97.7273

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.364



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.323



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6890 top1= 47.8265


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4825 top1= 54.6174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3809 top1= 45.2224

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0629 top1= 99.1477

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.367



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.343


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0628 top1= 97.7273

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.381



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.391


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0867 top1= 97.4432

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.373



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.364



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7916 top1= 46.0938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4958 top1= 54.0465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3646 top1= 45.5228

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0663 top1= 98.8636

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.374



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.370


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0641 top1= 98.2955

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.388



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.423


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0881 top1= 97.4432

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.378



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.386



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8505 top1= 44.3810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5493 top1= 54.2368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3564 top1= 45.5929

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0594 top1= 99.1477

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.378



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.390


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0625 top1= 98.0114

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.390



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.433


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0888 top1= 97.4432

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.383



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.405



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9359 top1= 43.0188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5742 top1= 54.2969


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3653 top1= 45.5329

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0584 top1= 99.1477

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.384



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.415


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0689 top1= 97.4432

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.398



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.465


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0911 top1= 97.1591

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.392



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.443



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9465 top1= 42.9888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4769 top1= 54.6775


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3628 top1= 45.5329

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0600 top1= 99.4318

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.394



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.459


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0671 top1= 97.7273

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.410



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.520


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0926 top1= 97.1591

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.401



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.487



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9480 top1= 43.0489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4294 top1= 54.0164


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3554 top1= 45.5529

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0687 top1= 98.0114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.402



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.494


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0689 top1= 97.7273

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.420



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.560


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0945 top1= 97.7273

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.405



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.501



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9770 top1= 42.0072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5069 top1= 54.0465


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3421 top1= 45.5329

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0588 top1= 98.8636

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.403



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.499


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0637 top1= 98.0114

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.415



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.539


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0920 top1= 97.4432

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.404



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.497



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0679 top1= 40.6350


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4960 top1= 54.3470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3603 top1= 45.4627

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0586 top1= 99.4318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.405



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.508


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0710 top1= 97.4432

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.422



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.571


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0891 top1= 97.7273

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.413



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.536



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0368 top1= 41.4563


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4270 top1= 54.1266


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3580 top1= 45.4127

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0671 top1= 98.2955

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.414



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.548


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0659 top1= 98.2955

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.430



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.605


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0917 top1= 97.4432

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.414



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.542



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1025 top1= 40.1843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5279 top1= 53.8962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3544 top1= 45.5529

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0598 top1= 99.1477

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.412



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.537


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0612 top1= 98.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.425



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.584


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0908 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.412



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.537



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1867 top1= 38.8321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5438 top1= 54.1366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3550 top1= 45.4227

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0595 top1= 99.1477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.412



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.540


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0667 top1= 98.0114

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.427



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.595


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0904 top1= 97.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.417



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.557



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2154 top1= 38.1811


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4975 top1= 54.3470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3629 top1= 45.5529

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0607 top1= 99.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.419



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.568


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0677 top1= 97.7273

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.435



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.630


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0912 top1= 97.4432

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.425



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.592



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1753 top1= 39.2628


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4563 top1= 53.8061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3653 top1= 45.5028

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0690 top1= 98.5795

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.426



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.598


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0670 top1= 98.0114

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.442



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.660


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0928 top1= 97.4432

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.426



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.594



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2154 top1= 38.1711


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5323 top1= 53.8962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3676 top1= 45.5929

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0583 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.423



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.587


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0608 top1= 98.2955

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.435



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.630


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0919 top1= 97.7273

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.423



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3049 top1= 36.9491


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5552 top1= 53.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3570 top1= 45.5329

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0584 top1= 99.4318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.424



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.590


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0697 top1= 97.7273

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.439



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.645


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0924 top1= 97.7273

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.429



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.607



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2822 top1= 37.3498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4657 top1= 54.2869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3800 top1= 45.5629

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0633 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.431



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.622


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0635 top1= 98.0114

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.448



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.687


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0945 top1= 96.8750

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.435



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.633



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2679 top1= 37.9307


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4860 top1= 53.4856


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3712 top1= 45.5329

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0693 top1= 98.5795

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.435



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.636


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0666 top1= 98.0114

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.452



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.704


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0937 top1= 97.7273

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.435



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.637



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3229 top1= 36.7388


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5398 top1= 53.7460


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3662 top1= 45.5729

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0587 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.433



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.632


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0618 top1= 98.0114

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.446



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.677


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0937 top1= 97.4432

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.432



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.623



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3815 top1= 36.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5545 top1= 53.7360


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3701 top1= 45.5429

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0595 top1= 99.1477

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.434



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.633


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0708 top1= 97.7273

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.450



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.694


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0902 top1= 97.7273

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.439



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.651



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3343 top1= 36.8490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4744 top1= 53.8962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3717 top1= 45.5929

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0659 top1= 99.1477

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.442



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.668


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0623 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.457



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.728


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0939 top1= 96.8750

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.441



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3745 top1= 36.4784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5391 top1= 53.3854


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3836 top1= 45.5329

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0669 top1= 98.5795

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.440



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.661


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0636 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.457



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.724


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0903 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.442



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.665



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4491 top1= 35.2564


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5455 top1= 53.7861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3829 top1= 45.6030

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0584 top1= 99.4318

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.440



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.661


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0627 top1= 98.0114

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.454



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.712


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0934 top1= 97.4432

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.440



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.657



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4846 top1= 34.9159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5783 top1= 53.7560


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3875 top1= 45.5429

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0596 top1= 99.4318

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.442



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.668


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0717 top1= 97.7273

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.457



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.728


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0922 top1= 97.7273

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.446



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.684



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4128 top1= 35.9075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4916 top1= 53.9163


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3801 top1= 45.5629

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0649 top1= 98.5795

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.450



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.705


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0617 top1= 98.0114

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.466



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.767


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0952 top1= 97.1591

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.450



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.703



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4228 top1= 36.0677


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5227 top1= 53.0549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3866 top1= 45.5829

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0727 top1= 98.5795

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.448



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.698


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0673 top1= 98.0114

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.467



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.768


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0912 top1= 97.1591

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.450



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.703



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4720 top1= 35.0060


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5541 top1= 53.6458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4197 top1= 45.5329

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0573 top1= 99.4318

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.448



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.698


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0624 top1= 98.0114

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.461



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.743


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0926 top1= 97.4432

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.447



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.689



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5531 top1= 34.1346


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5753 top1= 53.5457


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4066 top1= 45.6030

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0586 top1= 99.4318

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.447



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.692


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0712 top1= 97.7273

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.462



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.749


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0923 top1= 98.2955

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.451



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.705



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5150 top1= 34.5052


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5120 top1= 53.9563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3966 top1= 45.6330

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0649 top1= 98.8636

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.454



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.723


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0644 top1= 97.7273

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.471



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.788


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0978 top1= 97.1591

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.456



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.730



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4648 top1= 35.6771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4935 top1= 53.2452


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4133 top1= 45.6230

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0730 top1= 98.5795

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.456



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.732


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0720 top1= 97.7273

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.474



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.802


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0937 top1= 97.4432

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.457



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.734



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5342 top1= 34.2047


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5348 top1= 53.6659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4112 top1= 45.6430

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0580 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.454



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.723


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0628 top1= 97.7273

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.466



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.768


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0928 top1= 97.1591

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.452



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.710



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6025 top1= 33.4635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5538 top1= 53.5757


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4294 top1= 45.7031

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0582 top1= 99.4318

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.452



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.714


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0730 top1= 97.7273

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.468



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.776


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0929 top1= 98.0114

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.457



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.731



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5444 top1= 34.3750


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4576 top1= 53.7961


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4124 top1= 45.6530

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0674 top1= 98.5795

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.460



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.747


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0638 top1= 98.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.477



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.815


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0992 top1= 97.1591

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.460



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.744



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5405 top1= 34.6554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5107 top1= 53.0549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3940 top1= 45.6430

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0729 top1= 98.8636

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.458



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.741


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0689 top1= 97.7273

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.478



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.818


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0942 top1= 97.4432

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.461



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.749



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5731 top1= 33.8942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5572 top1= 53.5256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4038 top1= 45.6330

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0588 top1= 99.1477

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.458



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.740


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0628 top1= 98.2955

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.472



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.791


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0923 top1= 97.4432

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.457



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.733



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6338 top1= 33.2432


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5691 top1= 53.5657


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4327 top1= 45.5629

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0586 top1= 99.4318

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.457



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.735


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0718 top1= 97.4432

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.473



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.796


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0923 top1= 98.0114

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.462



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.753



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6000 top1= 33.7240


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4944 top1= 53.8862


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4491 top1= 45.7432

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0639 top1= 98.8636

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.463



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.763


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0658 top1= 98.0114

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.481



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.833


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0989 top1= 97.1591

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.465



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.768



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5831 top1= 34.2949


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5047 top1= 53.0148


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4186 top1= 45.7432

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0751 top1= 98.5795

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.464



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.766


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0717 top1= 98.0114

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.485



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.848


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0969 top1= 97.4432

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.466



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.772



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6031 top1= 33.6839


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5415 top1= 53.6058


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4218 top1= 45.6631

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0605 top1= 99.1477

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.462



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.760


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0644 top1= 98.0114

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.477



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.816


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0944 top1= 97.7273

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.463



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.757



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6463 top1= 33.4235


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5535 top1= 53.5958


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4394 top1= 45.5529

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0580 top1= 99.7159

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.462



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.756


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0734 top1= 97.4432

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.478



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.818


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0925 top1= 97.7273

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.466



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.773



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6114 top1= 33.6939


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4825 top1= 53.8962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4637 top1= 45.6831

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0631 top1= 99.4318

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.468



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.783


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0657 top1= 98.0114

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.486



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.853


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0955 top1= 97.4432

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.470



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.787



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6141 top1= 33.9643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5079 top1= 52.8245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4444 top1= 45.7232

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0744 top1= 98.5795

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.467



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.778


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0736 top1= 97.7273

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.489



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.867


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0988 top1= 96.5909

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.470



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.792



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6538 top1= 33.2232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5377 top1= 53.5857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4409 top1= 45.6230

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0617 top1= 98.8636

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.467



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.781


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0645 top1= 98.0114

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.483



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.840


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0957 top1= 97.7273

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.467



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.775



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6640 top1= 33.3534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5581 top1= 53.6258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4323 top1= 45.6631

