
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker BitFlippingWorker

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

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3028 top1=  8.5227

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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2934 top1= 13.0682

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2846 top1= 14.7727

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2810 top1= 15.9355


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2799 top1= 16.9071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2798 top1= 16.2460

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2787 top1= 13.0682

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.2709 top1= 19.0341

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.2602 top1= 19.3182

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2584 top1= 24.4091


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2572 top1= 25.1402


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2572 top1= 24.7196

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2555 top1= 17.8977

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.2480 top1= 24.7159

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.2352 top1= 24.1477

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2344 top1= 29.1867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2330 top1= 29.5373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2331 top1= 29.1767

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2312 top1= 23.0114

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.2235 top1= 29.2614

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.2087 top1= 26.9886

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2083 top1= 32.4119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2068 top1= 33.0128


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2068 top1= 32.1715

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.2054 top1= 29.2614

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



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


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.1972 top1= 31.2500

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



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


[E 5B20 |   8064/60000 ( 13%) ] Loss: 2.1799 top1= 32.6705

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1801 top1= 39.1727


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1786 top1= 39.8438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1785 top1= 39.0725

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1778 top1= 33.5227

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



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


[E 6B10 |   4224/60000 (  7%) ] Loss: 2.1687 top1= 35.2273

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



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


[E 6B20 |   8064/60000 ( 13%) ] Loss: 2.1487 top1= 36.9318

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1495 top1= 43.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1479 top1= 44.0505


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1477 top1= 43.3594

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1482 top1= 35.5114

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



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


[E 7B10 |   4224/60000 (  7%) ] Loss: 2.1377 top1= 38.6364

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



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


[E 7B20 |   8064/60000 ( 13%) ] Loss: 2.1148 top1= 40.6250

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1160 top1= 46.4643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1142 top1= 47.1554


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1141 top1= 46.2841

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.1159 top1= 38.6364

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



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


[E 8B10 |   4224/60000 (  7%) ] Loss: 2.1034 top1= 42.3295

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



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


[E 8B20 |   8064/60000 ( 13%) ] Loss: 2.0778 top1= 46.8750

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0791 top1= 49.9599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0771 top1= 50.7812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0770 top1= 49.4291

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0804 top1= 40.6250

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



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


[E 9B10 |   4224/60000 (  7%) ] Loss: 2.0654 top1= 46.5909

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



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


[E 9B20 |   8064/60000 ( 13%) ] Loss: 2.0372 top1= 49.4318

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0386 top1= 53.0749


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0363 top1= 53.9563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0362 top1= 52.6142

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 2.0411 top1= 43.1818

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



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


[E10B10 |   4224/60000 (  7%) ] Loss: 2.0235 top1= 48.8636

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



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


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.9926 top1= 51.7045

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9939 top1= 56.2800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9915 top1= 57.2416


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9913 top1= 55.8093

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9980 top1= 45.7386

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



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


[E11B10 |   4224/60000 (  7%) ] Loss: 1.9776 top1= 50.8523

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



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


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.9441 top1= 54.8295

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9449 top1= 59.0445


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9422 top1= 59.8658


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9420 top1= 58.8341

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.9507 top1= 50.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



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


[E12B10 |   4224/60000 (  7%) ] Loss: 1.9277 top1= 53.6932

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



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


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.8913 top1= 57.9545

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8912 top1= 61.6186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8882 top1= 62.3998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8881 top1= 61.3281

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.8994 top1= 53.9773

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



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


[E13B10 |   4224/60000 (  7%) ] Loss: 1.8732 top1= 55.3977

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



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


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.8340 top1= 59.0909

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8326 top1= 63.9623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8293 top1= 64.3129


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8292 top1= 63.6619

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.8436 top1= 55.9659

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



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


[E14B10 |   4224/60000 (  7%) ] Loss: 1.8139 top1= 57.6705

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



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


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.7725 top1= 59.6591

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7687 top1= 66.1358


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7652 top1= 66.4363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7650 top1= 65.8554

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.7832 top1= 59.0909

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



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


[E15B10 |   4224/60000 (  7%) ] Loss: 1.7504 top1= 57.3864

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



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


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.7062 top1= 61.6477

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6994 top1= 68.0288


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6956 top1= 68.3293


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6953 top1= 67.7985

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.7184 top1= 62.7841

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



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


[E16B10 |   4224/60000 (  7%) ] Loss: 1.6830 top1= 59.3750

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



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


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.6354 top1= 63.3523

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6251 top1= 69.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6210 top1= 69.8217


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6209 top1= 69.7015

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.6495 top1= 63.6364

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



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


[E17B10 |   4224/60000 (  7%) ] Loss: 1.6121 top1= 62.2159

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.000



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


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.5611 top1= 64.2045

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5471 top1= 71.2841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5427 top1= 71.4944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5429 top1= 71.4143

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.5774 top1= 64.7727

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



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


[E18B10 |   4224/60000 (  7%) ] Loss: 1.5388 top1= 64.2045

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



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


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.4846 top1= 65.3409

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4666 top1= 73.1070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4620 top1= 73.3073


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4625 top1= 73.3273

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.5032 top1= 66.7614

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



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


[E19B10 |   4224/60000 (  7%) ] Loss: 1.4643 top1= 65.0568

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



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


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.4075 top1= 67.0455

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3850 top1= 74.8397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3803 top1= 74.9700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3810 top1= 75.1903

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.4282 top1= 69.0341

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



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


[E20B10 |   4224/60000 (  7%) ] Loss: 1.3902 top1= 67.0455

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



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


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.3312 top1= 70.4545

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3041 top1= 76.2821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2993 top1= 76.2620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3002 top1= 76.4022

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.3542 top1= 69.8864

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



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


[E21B10 |   4224/60000 (  7%) ] Loss: 1.3178 top1= 69.8864

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



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


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.2572 top1= 71.3068

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2255 top1= 77.5240


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2209 top1= 77.5441


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2217 top1= 77.7043

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.2826 top1= 70.1705

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



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


[E22B10 |   4224/60000 (  7%) ] Loss: 1.2483 top1= 71.5909

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



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


[E22B20 |   8064/60000 ( 13%) ] Loss: 1.1869 top1= 72.4432

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1507 top1= 78.7360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1465 top1= 78.8161


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1472 top1= 78.9062

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.2148 top1= 70.1705

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



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


[E23B10 |   4224/60000 (  7%) ] Loss: 1.1829 top1= 72.7273

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



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


[E23B20 |   8064/60000 ( 13%) ] Loss: 1.1212 top1= 73.5795

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0808 top1= 79.8177


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0769 top1= 79.7776


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0774 top1= 80.0481

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.1517 top1= 71.5909

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



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


[E24B10 |   4224/60000 (  7%) ] Loss: 1.1220 top1= 73.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



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


[E24B20 |   8064/60000 ( 13%) ] Loss: 1.0604 top1= 73.8636

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0162 top1= 80.6290


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0127 top1= 80.6090


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0131 top1= 80.8594

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 1.0934 top1= 72.1591

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



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


[E25B10 |   4224/60000 (  7%) ] Loss: 1.0659 top1= 74.1477

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.000



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


[E25B20 |   8064/60000 ( 13%) ] Loss: 1.0046 top1= 75.5682

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9572 top1= 81.3602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9540 top1= 81.3902


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9543 top1= 81.6506

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 1.0402 top1= 72.7273

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.000



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


[E26B10 |   4224/60000 (  7%) ] Loss: 1.0146 top1= 76.7045

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.000



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


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.9537 top1= 76.7045

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9036 top1= 82.1014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9009 top1= 81.9511


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9009 top1= 82.3518

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.9917 top1= 73.2955

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.000



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


[E27B10 |   4224/60000 (  7%) ] Loss: 0.9680 top1= 78.1250

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.000



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


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.9074 top1= 77.2727

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8552 top1= 82.6923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8529 top1= 82.6723


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8527 top1= 82.9127

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.9477 top1= 74.1477

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



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


[E28B10 |   4224/60000 (  7%) ] Loss: 0.9256 top1= 78.9773

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



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


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.8654 top1= 77.8409

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8118 top1= 83.3033


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8098 top1= 83.2232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8094 top1= 83.5036

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.9078 top1= 75.2841

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.000



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


[E29B10 |   4224/60000 (  7%) ] Loss: 0.8871 top1= 79.8295

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



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


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.8275 top1= 78.4091

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7728 top1= 83.7240


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7712 top1= 83.6338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7705 top1= 83.9543

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.8718 top1= 76.1364

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



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


[E30B10 |   4224/60000 (  7%) ] Loss: 0.8521 top1= 80.6818

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



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


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7930 top1= 78.6932

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7379 top1= 84.0845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7366 top1= 84.0445


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7357 top1= 84.4050

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.8390 top1= 76.7045

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.000



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


[E31B10 |   4224/60000 (  7%) ] Loss: 0.8203 top1= 80.6818

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



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


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.7619 top1= 79.2614

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7065 top1= 84.6154


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7055 top1= 84.4752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7045 top1= 84.8057

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.8093 top1= 77.5568

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



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


[E32B10 |   4224/60000 (  7%) ] Loss: 0.7917 top1= 80.9659

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.000



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


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.7336 top1= 79.8295

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6785 top1= 84.9659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6777 top1= 84.8157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6766 top1= 85.1763

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.7822 top1= 78.4091

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.000



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


[E33B10 |   4224/60000 (  7%) ] Loss: 0.7656 top1= 80.9659

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



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


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.7078 top1= 79.8295

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6533 top1= 85.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6527 top1= 85.1462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6515 top1= 85.4667

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.7574 top1= 78.4091

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.000



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


[E34B10 |   4224/60000 (  7%) ] Loss: 0.7417 top1= 82.1023

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



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


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6842 top1= 80.3977

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6305 top1= 85.4768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6301 top1= 85.3566


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6288 top1= 85.6671

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.7347 top1= 78.9773

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.000



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


[E35B10 |   4224/60000 (  7%) ] Loss: 0.7198 top1= 82.3864

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



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


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6625 top1= 80.6818

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6099 top1= 85.8474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6096 top1= 85.7572


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6083 top1= 86.0477

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.7138 top1= 79.5455

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



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


[E36B10 |   4224/60000 (  7%) ] Loss: 0.6999 top1= 83.2386

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.000



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


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.6424 top1= 81.2500

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5912 top1= 86.2079


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5910 top1= 86.0577


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5897 top1= 86.4283

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6946 top1= 81.2500

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.000



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


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6816 top1= 83.2386

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.000



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


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.6239 top1= 81.5341

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5741 top1= 86.5184


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5741 top1= 86.3882


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5728 top1= 86.7588

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6768 top1= 81.5341

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.000



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


[E38B10 |   4224/60000 (  7%) ] Loss: 0.6647 top1= 84.0909

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.000



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


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.6066 top1= 82.1023

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5586 top1= 86.7889


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5586 top1= 86.5885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5573 top1= 86.9992

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6602 top1= 82.1023

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.000



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


[E39B10 |   4224/60000 (  7%) ] Loss: 0.6492 top1= 84.6591

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.000



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


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5906 top1= 82.1023

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5444 top1= 86.9892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5445 top1= 86.8790


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5432 top1= 87.1995

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.6449 top1= 82.3864

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.000



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


[E40B10 |   4224/60000 (  7%) ] Loss: 0.6348 top1= 84.9432

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.000



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


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.5758 top1= 82.1023

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5313 top1= 87.2196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5315 top1= 87.0893


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5302 top1= 87.3097

