
=== 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 0.617 0.05 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.05  0.95 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.9929 top1= 43.4659

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.012



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.5744 top1= 52.8409

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0799 top1= 33.3934


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6913 top1= 38.5317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4587 top1= 33.7841

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 1.1371 top1= 68.4659

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.074



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.301


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.8619 top1= 77.5568

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.094



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.389


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.6543 top1= 85.7955

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.101



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.423



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5232 top1= 59.3850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7441 top1= 39.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7429 top1= 35.8774

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.4320 top1= 91.4773

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.103



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.431


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.3787 top1= 91.1932

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.097



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.3645 top1= 90.6250

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.087



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.364



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1329 top1= 68.9002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2922 top1= 39.9038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5379 top1= 40.2344

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.2524 top1= 93.1818

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.078



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.323


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2726 top1= 93.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.285


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.2835 top1= 92.6136

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.250



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9497 top1= 72.2957


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0332 top1= 44.0605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3603 top1= 41.9671

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.2044 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.055



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.224


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2316 top1= 93.7500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.205


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2455 top1= 92.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8487 top1= 74.5192


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8868 top1= 48.2071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2466 top1= 42.6182

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1792 top1= 94.6023

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.173


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.2106 top1= 94.6023

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.163


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2196 top1= 93.1818

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7850 top1= 76.1218


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8076 top1= 51.0016


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1713 top1= 43.6498

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1631 top1= 95.4545

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.036



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2002 top1= 95.1705

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.140


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1996 top1= 93.7500

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7412 top1= 77.6142


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7626 top1= 52.6643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1191 top1= 44.8518

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1519 top1= 95.7386

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1868 top1= 95.4545

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.126


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1858 top1= 94.3182

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7034 top1= 78.9363


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7326 top1= 53.9764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0844 top1= 45.6330

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1441 top1= 95.7386

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.117


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1724 top1= 96.0227

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.116


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1749 top1= 95.1705

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6815 top1= 79.4571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7029 top1= 54.6274


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0776 top1= 46.2039

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1378 top1= 96.3068

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1657 top1= 96.3068

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.109


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1669 top1= 95.4545

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6661 top1= 79.8678


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6893 top1= 55.1382


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0682 top1= 46.7648

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1328 top1= 96.5909

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1603 top1= 96.3068

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1626 top1= 95.7386

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6555 top1= 80.1382


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6793 top1= 55.4287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0652 top1= 47.0152

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1287 top1= 96.5909

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.101


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1566 top1= 96.3068

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1580 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6469 top1= 80.3586


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6716 top1= 55.7993


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0656 top1= 47.2556

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1256 top1= 96.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1531 top1= 96.3068

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1548 top1= 95.7386

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6397 top1= 80.4587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6706 top1= 55.8794


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0660 top1= 47.5260

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1227 top1= 96.8750

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1498 top1= 96.3068

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1519 top1= 95.7386

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6329 top1= 80.5990


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6640 top1= 56.0797


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0620 top1= 47.7163

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1203 top1= 96.8750

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1476 top1= 96.3068

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1493 top1= 95.7386

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6274 top1= 80.7592


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6651 top1= 56.2800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0616 top1= 47.8466

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1184 top1= 96.8750

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1453 top1= 96.3068

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1469 top1= 95.7386

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6230 top1= 81.0096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6655 top1= 56.4804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0611 top1= 47.9467

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1167 top1= 96.8750

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1432 top1= 96.3068

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1448 top1= 95.7386

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6188 top1= 81.0998


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6681 top1= 56.5905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0622 top1= 47.9768

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1151 top1= 96.8750

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1414 top1= 96.5909

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1432 top1= 95.7386

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6159 top1= 81.1899


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6645 top1= 56.6106


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0632 top1= 48.0769

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1139 top1= 96.8750

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1400 top1= 96.5909

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1416 top1= 95.7386

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6134 top1= 81.1599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6689 top1= 56.6807


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0699 top1= 48.1170

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1127 top1= 96.8750

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1387 top1= 96.5909

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1402 top1= 95.7386

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6118 top1= 81.1599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6655 top1= 56.7708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0764 top1= 48.1370

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.1114 top1= 96.8750

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E21B10 |   4224/60000 (  7%) ] Loss: 0.1375 top1= 96.5909

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1392 top1= 95.7386

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6109 top1= 81.1298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6676 top1= 56.8009


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0846 top1= 48.1571

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.1101 top1= 96.8750

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E22B10 |   4224/60000 (  7%) ] Loss: 0.1363 top1= 96.5909

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1380 top1= 95.7386

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6097 top1= 81.1398


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6634 top1= 56.9010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0892 top1= 48.2171

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.1093 top1= 96.8750

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E23B10 |   4224/60000 (  7%) ] Loss: 0.1350 top1= 96.5909

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1371 top1= 95.7386

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6085 top1= 81.2099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6666 top1= 56.9511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0945 top1= 48.2772

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.1082 top1= 96.8750

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E24B10 |   4224/60000 (  7%) ] Loss: 0.1342 top1= 96.5909

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1358 top1= 96.0227

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6073 top1= 81.2400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6644 top1= 56.9812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0955 top1= 48.2572

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.1078 top1= 96.8750

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E25B10 |   4224/60000 (  7%) ] Loss: 0.1331 top1= 96.5909

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1348 top1= 96.0227

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6069 top1= 81.2099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6677 top1= 57.0212


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1009 top1= 48.3073

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.1069 top1= 96.8750

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E26B10 |   4224/60000 (  7%) ] Loss: 0.1323 top1= 96.5909

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1342 top1= 96.0227

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6055 top1= 81.2400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6650 top1= 57.1114


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1017 top1= 48.3474

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.1063 top1= 96.8750

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E27B10 |   4224/60000 (  7%) ] Loss: 0.1315 top1= 96.5909

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1332 top1= 96.0227

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6049 top1= 81.2099


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6664 top1= 57.1114


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1045 top1= 48.4175

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.1057 top1= 96.8750

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E28B10 |   4224/60000 (  7%) ] Loss: 0.1306 top1= 96.5909

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1327 top1= 96.0227

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6039 top1= 81.3201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6700 top1= 57.1114


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1062 top1= 48.3874

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.1049 top1= 96.8750

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E29B10 |   4224/60000 (  7%) ] Loss: 0.1301 top1= 96.5909

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1320 top1= 96.0227

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6032 top1= 81.2800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6685 top1= 57.1915


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1135 top1= 48.4175

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.1044 top1= 97.1591

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E30B10 |   4224/60000 (  7%) ] Loss: 0.1293 top1= 96.5909

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1313 top1= 96.0227

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6024 top1= 81.2901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6654 top1= 57.2015


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1106 top1= 48.4375

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.1041 top1= 96.8750

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E31B10 |   4224/60000 (  7%) ] Loss: 0.1288 top1= 96.5909

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1308 top1= 96.0227

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6021 top1= 81.3401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6691 top1= 57.2616


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1151 top1= 48.4776

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.1034 top1= 97.1591

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E32B10 |   4224/60000 (  7%) ] Loss: 0.1283 top1= 96.5909

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1303 top1= 96.0227

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6016 top1= 81.3401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6710 top1= 57.2416


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1192 top1= 48.4375

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.1028 top1= 97.1591

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E33B10 |   4224/60000 (  7%) ] Loss: 0.1277 top1= 96.5909

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1299 top1= 96.0227

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6012 top1= 81.2901


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6708 top1= 57.2716


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1199 top1= 48.5076

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.1027 top1= 97.1591

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E34B10 |   4224/60000 (  7%) ] Loss: 0.1270 top1= 96.5909

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1294 top1= 96.0227

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6002 top1= 81.3401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6731 top1= 57.2716


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1215 top1= 48.5978

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.1021 top1= 97.1591

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E35B10 |   4224/60000 (  7%) ] Loss: 0.1266 top1= 96.5909

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.1290 top1= 95.7386

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5998 top1= 81.3702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6713 top1= 57.2817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1245 top1= 48.6278

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.1017 top1= 97.1591

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E36B10 |   4224/60000 (  7%) ] Loss: 0.1261 top1= 96.5909

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1285 top1= 96.0227

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5994 top1= 81.3201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6730 top1= 57.3217


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1267 top1= 48.6278

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.1015 top1= 97.1591

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E37B10 |   4224/60000 (  7%) ] Loss: 0.1256 top1= 96.5909

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.1279 top1= 96.0227

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5995 top1= 81.3101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6738 top1= 57.3618


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1255 top1= 48.6979

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.1009 top1= 97.1591

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E38B10 |   4224/60000 (  7%) ] Loss: 0.1252 top1= 96.5909

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.1281 top1= 96.0227

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5987 top1= 81.3201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6757 top1= 57.3317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1297 top1= 48.6679

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.1007 top1= 97.1591

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E39B10 |   4224/60000 (  7%) ] Loss: 0.1247 top1= 96.5909

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.1273 top1= 95.7386

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5988 top1= 81.3201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6752 top1= 57.3217


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1317 top1= 48.6478

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.1003 top1= 97.1591

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E40B10 |   4224/60000 (  7%) ] Loss: 0.1243 top1= 96.5909

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.1272 top1= 95.7386

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5985 top1= 81.3802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6738 top1= 57.3718


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1358 top1= 48.6779

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.1003 top1= 97.1591

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E41B10 |   4224/60000 (  7%) ] Loss: 0.1239 top1= 96.3068

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.1267 top1= 95.7386

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5982 top1= 81.3502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6786 top1= 57.3718


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1317 top1= 48.7079

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0997 top1= 97.1591

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E42B10 |   4224/60000 (  7%) ] Loss: 0.1237 top1= 96.3068

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.1264 top1= 95.7386

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5982 top1= 81.4002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6766 top1= 57.4018


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1404 top1= 48.7179

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0994 top1= 97.1591

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E43B10 |   4224/60000 (  7%) ] Loss: 0.1230 top1= 96.5909

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.1261 top1= 95.7386

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5977 top1= 81.4002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6784 top1= 57.3718


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1383 top1= 48.6879

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0992 top1= 97.1591

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E44B10 |   4224/60000 (  7%) ] Loss: 0.1226 top1= 96.3068

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.1260 top1= 95.7386

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5971 top1= 81.4103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6774 top1= 57.4119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1454 top1= 48.6879

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0991 top1= 97.1591

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



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E45B10 |   4224/60000 (  7%) ] Loss: 0.1225 top1= 96.3068

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



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.1257 top1= 95.7386

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



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5970 top1= 81.4103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6805 top1= 57.3818


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1429 top1= 48.6979

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0987 top1= 97.1591

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



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E46B10 |   4224/60000 (  7%) ] Loss: 0.1220 top1= 96.5909

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



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.1253 top1= 95.7386

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



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5975 top1= 81.4203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6804 top1= 57.3818


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1482 top1= 48.7079

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0985 top1= 97.1591

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E47B10 |   4224/60000 (  7%) ] Loss: 0.1218 top1= 96.5909

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.1250 top1= 95.7386

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5966 top1= 81.3902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6797 top1= 57.3818


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1429 top1= 48.7680

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0984 top1= 97.1591

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E48B10 |   4224/60000 (  7%) ] Loss: 0.1215 top1= 96.3068

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.1249 top1= 95.7386

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5968 top1= 81.3902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6839 top1= 57.3818


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1469 top1= 48.7680

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0981 top1= 97.1591

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E49B10 |   4224/60000 (  7%) ] Loss: 0.1209 top1= 96.5909

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.1245 top1= 95.7386

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5962 top1= 81.3802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6830 top1= 57.4018


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1456 top1= 48.8582

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0980 top1= 97.1591

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E50B10 |   4224/60000 (  7%) ] Loss: 0.1209 top1= 96.8750

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.1243 top1= 95.7386

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5962 top1= 81.3902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6814 top1= 57.4018


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1525 top1= 48.7580

