
=== 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
=> Add worker BitFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 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 |   4576/60000 (  8%) ] Loss: 2.2980 top1= 10.7955

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2898 top1= 10.5114

=== 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=2.2848 top1= 14.3029


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2819 top1= 15.6651


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2818 top1= 15.5649

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2828 top1= 11.6477

=== 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 |   4576/60000 (  8%) ] Loss: 2.2780 top1= 15.3409

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2710 top1= 12.7841

=== 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=2.2660 top1= 22.7063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2629 top1= 23.5276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2628 top1= 23.7179

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2627 top1= 17.3295

=== 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 |   4576/60000 (  8%) ] Loss: 2.2588 top1= 19.3182

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2518 top1= 17.0455

=== 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=2.2463 top1= 27.1635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2429 top1= 27.7544


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2430 top1= 27.6142

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2422 top1= 20.4545

=== 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 |   4576/60000 (  8%) ] Loss: 2.2383 top1= 21.8750

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2309 top1= 20.1705

=== 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=2.2250 top1= 29.5673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2214 top1= 30.1282


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2214 top1= 30.3385

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.2204 top1= 25.5682

=== 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 |   4576/60000 (  8%) ] Loss: 2.2163 top1= 27.2727

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2082 top1= 26.4205

=== 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=2.2020 top1= 33.6338


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1981 top1= 34.0144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1983 top1= 36.3181

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1974 top1= 28.6932

=== 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 |   4576/60000 (  8%) ] Loss: 2.1926 top1= 29.5455

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1839 top1= 29.2614

=== 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=2.1776 top1= 39.2328


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1733 top1= 39.5032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1735 top1= 40.3546

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1732 top1= 30.9659

=== 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 |   4576/60000 (  8%) ] Loss: 2.1671 top1= 33.5227

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1577 top1= 34.0909

=== 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=2.1513 top1= 41.7768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1467 top1= 42.2276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1470 top1= 42.5581

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.1473 top1= 33.8068

=== 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 |   4576/60000 (  8%) ] Loss: 2.1393 top1= 37.7841

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1293 top1= 37.5000

=== 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=2.1229 top1= 43.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1179 top1= 44.2308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1182 top1= 44.0905

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.1194 top1= 36.6477

=== 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 |   4576/60000 (  8%) ] Loss: 2.1089 top1= 39.7727

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0986 top1= 41.7614

=== 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=2.0920 top1= 45.2224


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0866 top1= 46.3241


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0870 top1= 45.8033

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 2.0893 top1= 38.6364

=== 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 |   4576/60000 (  8%) ] Loss: 2.0759 top1= 42.8977

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0652 top1= 44.3182

=== 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=2.0585 top1= 47.4159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0526 top1= 48.5276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0531 top1= 47.8466

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 2.0564 top1= 39.7727

=== 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 |   4576/60000 (  8%) ] Loss: 2.0400 top1= 45.4545

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0288 top1= 46.5909

=== 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=2.0220 top1= 49.5893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0156 top1= 51.0417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0160 top1= 50.2204

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 2.0208 top1= 42.8977

=== 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 |   4576/60000 (  8%) ] Loss: 2.0009 top1= 48.2955

=== 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 |   8736/60000 ( 15%) ] Loss: 1.9890 top1= 49.1477

=== 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=1.9820 top1= 52.1434


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9751 top1= 53.3854


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9752 top1= 52.8446

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.9818 top1= 45.7386

=== 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 |   4576/60000 (  8%) ] Loss: 1.9577 top1= 50.8523

=== 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 |   8736/60000 ( 15%) ] Loss: 1.9455 top1= 51.7045

=== 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=1.9381 top1= 54.4271


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9305 top1= 55.8193


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9308 top1= 55.0280

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.9390 top1= 49.7159

=== 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 |   4576/60000 (  8%) ] Loss: 1.9099 top1= 52.5568

=== 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 |   8736/60000 ( 15%) ] Loss: 1.8983 top1= 53.6932

=== 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=1.8908 top1= 56.7909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8826 top1= 58.0729


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8829 top1= 57.4419

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.8927 top1= 51.4205

=== 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 |   4576/60000 (  8%) ] Loss: 1.8580 top1= 54.8295

=== 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 |   8736/60000 ( 15%) ] Loss: 1.8479 top1= 55.1136

=== 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=1.8400 top1= 59.1446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8312 top1= 60.1562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8315 top1= 59.8257

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.8433 top1= 53.6932

=== 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 |   4576/60000 (  8%) ] Loss: 1.8026 top1= 56.5341

=== 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 |   8736/60000 ( 15%) ] Loss: 1.7947 top1= 56.8182

=== 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=1.7858 top1= 61.2580


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7764 top1= 62.5601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7766 top1= 61.8990

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.7909 top1= 54.8295

=== 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 |   4576/60000 (  8%) ] Loss: 1.7441 top1= 60.2273

=== 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 |   8736/60000 ( 15%) ] Loss: 1.7388 top1= 57.9545

=== 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=1.7282 top1= 63.4615


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7183 top1= 64.5232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7184 top1= 63.9523

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.7357 top1= 55.6818

=== 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 |   4576/60000 (  8%) ] Loss: 1.6823 top1= 61.3636

=== 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 |   8736/60000 ( 15%) ] Loss: 1.6804 top1= 59.0909

=== 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=1.6677 top1= 65.3746


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6572 top1= 66.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6573 top1= 65.8754

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.6781 top1= 57.1023

=== 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 |   4576/60000 (  8%) ] Loss: 1.6180 top1= 62.7841

=== 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 |   8736/60000 ( 15%) ] Loss: 1.6200 top1= 60.5114

=== 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=1.6045 top1= 67.4479


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5935 top1= 68.4595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5938 top1= 67.8686

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.6185 top1= 57.9545

=== 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 |   4576/60000 (  8%) ] Loss: 1.5516 top1= 65.3409

=== 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 |   8736/60000 ( 15%) ] Loss: 1.5577 top1= 62.7841

=== 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=1.5393 top1= 69.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5279 top1= 70.6931


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5282 top1= 69.9619

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.5574 top1= 59.9432

=== 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 |   4576/60000 (  8%) ] Loss: 1.4838 top1= 68.4659

=== 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 |   8736/60000 ( 15%) ] Loss: 1.4946 top1= 64.4886

=== 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=1.4727 top1= 71.3842


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4610 top1= 72.1755


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4612 top1= 71.6446

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.4954 top1= 63.0682

=== 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 |   4576/60000 (  8%) ] Loss: 1.4154 top1= 69.6023

=== 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 |   8736/60000 ( 15%) ] Loss: 1.4312 top1= 66.4773

=== 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=1.4054 top1= 72.9267


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3936 top1= 73.7680


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3938 top1= 73.3774

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.4330 top1= 64.4886

=== 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 |   4576/60000 (  8%) ] Loss: 1.3474 top1= 70.1705

=== 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 |   8736/60000 ( 15%) ] Loss: 1.3686 top1= 67.8977

=== 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=1.3385 top1= 74.5793


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3266 top1= 75.3606


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3268 top1= 74.7696

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.3714 top1= 65.6250

=== 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 |   4576/60000 (  8%) ] Loss: 1.2806 top1= 71.8750

=== 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 |   8736/60000 ( 15%) ] Loss: 1.3072 top1= 69.0341

=== 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=1.2727 top1= 75.7412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2610 top1= 76.2821


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2612 top1= 76.0617

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 1.3110 top1= 67.0455

=== 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 |   4576/60000 (  8%) ] Loss: 1.2158 top1= 73.5795

=== 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 |   8736/60000 ( 15%) ] Loss: 1.2479 top1= 70.4545

=== 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=1.2090 top1= 76.7528


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1976 top1= 77.4740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1978 top1= 77.0833

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 1.2524 top1= 68.7500

=== 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 |   4576/60000 (  8%) ] Loss: 1.1540 top1= 74.4318

=== 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 |   8736/60000 ( 15%) ] Loss: 1.1911 top1= 72.1591

=== 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=1.1482 top1= 77.6643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1372 top1= 78.5156


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1372 top1= 78.0849

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 1.1963 top1= 69.8864

=== 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 |   4576/60000 (  8%) ] Loss: 1.0955 top1= 75.2841

=== 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 |   8736/60000 ( 15%) ] Loss: 1.1374 top1= 72.7273

=== 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=1.0908 top1= 78.5256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0802 top1= 79.1967


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0802 top1= 78.8762

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 1.1434 top1= 71.3068

=== 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 |   4576/60000 (  8%) ] Loss: 1.0406 top1= 76.7045

=== 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 |   8736/60000 ( 15%) ] Loss: 1.0870 top1= 73.2955

=== 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=1.0371 top1= 79.3870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0269 top1= 79.9379


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0269 top1= 79.6174

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 1.0938 top1= 73.0114

=== 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 |   4576/60000 (  8%) ] Loss: 0.9896 top1= 76.7045

=== 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 |   8736/60000 ( 15%) ] Loss: 1.0398 top1= 73.8636

=== 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=0.9874 top1= 80.0982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9776 top1= 80.8093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9775 top1= 80.4287

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 1.0473 top1= 74.4318

=== 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 |   4576/60000 (  8%) ] Loss: 0.9424 top1= 77.5568

=== 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 |   8736/60000 ( 15%) ] Loss: 0.9960 top1= 74.1477

=== 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=0.9415 top1= 80.8293


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9321 top1= 81.5204


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9321 top1= 81.1098

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 1.0041 top1= 75.2841

=== 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 |   4576/60000 (  8%) ] Loss: 0.8989 top1= 78.1250

=== 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 |   8736/60000 ( 15%) ] Loss: 0.9555 top1= 76.1364

=== 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=0.8995 top1= 81.2600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8903 top1= 82.0413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8903 top1= 81.7508

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.9639 top1= 75.8523

=== 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 |   4576/60000 (  8%) ] Loss: 0.8589 top1= 78.6932

=== 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 |   8736/60000 ( 15%) ] Loss: 0.9179 top1= 76.9886

=== 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=0.8611 top1= 81.8109


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8520 top1= 82.5321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8521 top1= 82.1815

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.9267 top1= 76.4205

=== 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 |   4576/60000 (  8%) ] Loss: 0.8220 top1= 78.6932

=== 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 |   8736/60000 ( 15%) ] Loss: 0.8830 top1= 79.2614

=== 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=0.8263 top1= 82.1014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8170 top1= 82.9327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8172 top1= 82.5721

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.8922 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 |   4576/60000 (  8%) ] Loss: 0.7882 top1= 79.8295

=== 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 |   8736/60000 ( 15%) ] Loss: 0.8507 top1= 79.2614

=== 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=0.7948 top1= 82.3117


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7851 top1= 83.1631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7854 top1= 82.9327

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.8605 top1= 78.6932

=== 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 |   4576/60000 (  8%) ] Loss: 0.7573 top1= 81.2500

=== 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 |   8736/60000 ( 15%) ] Loss: 0.8209 top1= 80.3977

=== 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=0.7666 top1= 82.5220


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7559 top1= 83.4836


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7564 top1= 83.2732

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.8314 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 |   4576/60000 (  8%) ] Loss: 0.7292 top1= 82.1023

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7937 top1= 80.3977

=== 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=0.7418 top1= 82.5521


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7294 top1= 83.9042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7301 top1= 83.5737

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.8050 top1= 79.5455

=== 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 |   4576/60000 (  8%) ] Loss: 0.7041 top1= 82.3864

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7691 top1= 80.1136

=== 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=0.7215 top1= 82.3217


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7055 top1= 84.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7065 top1= 83.7540

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.7819 top1= 79.2614

=== 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 |   4576/60000 (  8%) ] Loss: 0.6825 top1= 82.9545

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7483 top1= 80.1136

=== 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=0.7093 top1= 81.3602


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6844 top1= 84.1246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6859 top1= 83.7941

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.7644 top1= 78.6932

=== 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 |   4576/60000 (  8%) ] Loss: 0.6682 top1= 82.3864

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7380 top1= 78.9773

=== 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=0.7274 top1= 78.2953


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6676 top1= 83.8942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6701 top1= 83.5136

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.7694 top1= 76.9886

=== 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 |   4576/60000 (  8%) ] Loss: 0.7027 top1= 80.3977

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.001



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


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.7908 top1= 77.5568

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9196 top1= 34.2448


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6432 top1= 84.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6478 top1= 83.3934

