
=== 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 LabelFlippingWorker
=> Add worker LabelFlippingWorker

=== 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([5, 4, 6, 3, 2], device='cuda:0')
Worker 12 has targets: tensor([1, 9, 6, 2, 7], 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: 2.2974 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: 2.2886 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=2.2820 top1= 14.7636


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2801 top1= 15.9355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2801 top1= 15.8253

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2805 top1= 12.7841

=== 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: 2.2747 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: 2.2672 top1= 13.6364

=== 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=2.2604 top1= 23.3874


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2583 top1= 24.2989


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2583 top1= 24.3189

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2575 top1= 17.0455

=== 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: 2.2523 top1= 19.8864

=== 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: 2.2447 top1= 18.4659

=== 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=2.2372 top1= 28.5256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2349 top1= 29.0365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2350 top1= 28.8762

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.2335 top1= 21.8750

=== 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: 2.2280 top1= 24.4318

=== 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: 2.2200 top1= 25.0000

=== 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=2.2119 top1= 34.3450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2093 top1= 33.6839


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2095 top1= 36.0677

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.2082 top1= 27.5568

=== 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: 2.2018 top1= 30.3977

=== 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: 2.1929 top1= 29.5455

=== 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=2.1843 top1= 41.5465


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1815 top1= 41.1859


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1816 top1= 41.8369

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1810 top1= 30.9659

=== 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: 2.1730 top1= 36.6477

=== 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: 2.1635 top1= 34.9432

=== 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=2.1544 top1= 44.9219


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1514 top1= 44.8217


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1515 top1= 44.8718

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1520 top1= 33.5227

=== 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: 2.1413 top1= 40.6250

=== 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: 2.1312 top1= 41.1932

=== 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=2.1218 top1= 48.0669


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1184 top1= 48.1170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1187 top1= 47.7764

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.1204 top1= 37.5000

=== 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: 2.1063 top1= 43.7500

=== 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: 2.0955 top1= 45.1705

=== 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=2.0858 top1= 51.6126


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0822 top1= 51.5625


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0823 top1= 50.9916

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0859 top1= 40.9091

=== 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: 2.0678 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 |   8736/60000 ( 15%) ] Loss: 2.0562 top1= 47.7273

=== 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=2.0462 top1= 55.0481


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0421 top1= 54.9279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0422 top1= 54.5272

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 2.0477 top1= 44.0341

=== 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: 2.0248 top1= 50.8523

=== 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: 2.0131 top1= 50.8523

=== 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=2.0028 top1= 57.6422


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9981 top1= 57.7224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9984 top1= 57.1414

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 2.0055 top1= 49.4318

=== 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: 1.9767 top1= 53.1250

=== 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: 1.9660 top1= 53.4091

=== 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=1.9553 top1= 59.8458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9500 top1= 59.8458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9504 top1= 59.4551

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.9592 top1= 53.9773

=== 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: 1.9244 top1= 54.8295

=== 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: 1.9153 top1= 55.1136

=== 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=1.9038 top1= 62.1595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8979 top1= 62.1194


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8983 top1= 61.5785

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.9090 top1= 55.1136

=== 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: 1.8679 top1= 56.8182

=== 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: 1.8607 top1= 57.3864

=== 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=1.8483 top1= 63.8522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8417 top1= 63.9924


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8421 top1= 63.3714

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.8550 top1= 55.3977

=== 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: 1.8071 top1= 59.3750

=== 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: 1.8023 top1= 61.0795

=== 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=1.7889 top1= 65.9155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7816 top1= 66.0357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7819 top1= 65.2744

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.7978 top1= 55.9659

=== 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: 1.7424 top1= 60.2273

=== 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: 1.7409 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=1.7261 top1= 67.9888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7179 top1= 68.1891


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7183 top1= 67.5481

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.7377 top1= 58.8068

=== 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: 1.6744 top1= 63.0682

=== 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: 1.6768 top1= 63.0682

=== 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=1.6602 top1= 70.2324


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6511 top1= 70.0220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6516 top1= 69.5813

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.6748 top1= 60.7955

=== 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: 1.6038 top1= 65.0568

=== 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: 1.6112 top1= 64.4886

=== 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=1.5922 top1= 72.0353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5820 top1= 72.2556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5826 top1= 71.6446

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.6101 top1= 61.9318

=== 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: 1.5315 top1= 68.4659

=== 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: 1.5448 top1= 64.7727

=== 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=1.5227 top1= 73.6078


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5116 top1= 73.9083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5123 top1= 73.3974

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.5446 top1= 63.9205

=== 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: 1.4590 top1= 71.0227

=== 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: 1.4785 top1= 66.1932

=== 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=1.4534 top1= 75.1703


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4414 top1= 75.3706


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4420 top1= 74.9700

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.4792 top1= 65.3409

=== 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: 1.3875 top1= 71.3068

=== 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: 1.4135 top1= 67.6136

=== 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=1.3854 top1= 76.4924


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3724 top1= 76.7428


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3731 top1= 76.2119

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.4150 top1= 67.3295

=== 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: 1.3180 top1= 72.1591

=== 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: 1.3508 top1= 69.3182

=== 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=1.3198 top1= 77.5942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3060 top1= 77.7644


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3067 top1= 77.3438

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.3529 top1= 69.0341

=== 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: 1.2518 top1= 73.5795

=== 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: 1.2913 top1= 70.4545

=== 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=1.2577 top1= 78.6859


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2430 top1= 78.8061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2437 top1= 78.4255

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.2937 top1= 69.3182

=== 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: 1.1896 top1= 74.1477

=== 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: 1.2352 top1= 72.1591

=== 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=1.1995 top1= 79.4972


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1841 top1= 79.6174


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1848 top1= 79.3169

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.2381 top1= 71.3068

=== 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: 1.1319 top1= 76.4205

=== 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: 1.1829 top1= 73.2955

=== 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=1.1458 top1= 80.1883


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1298 top1= 80.3285


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1305 top1= 80.0280

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 1.1864 top1= 73.5795

=== 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: 1.0787 top1= 78.1250

=== 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: 1.1349 top1= 73.5795

=== 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=1.0968 top1= 80.7692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0803 top1= 80.9696


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0808 top1= 80.6591

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 1.1388 top1= 75.2841

=== 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: 1.0302 top1= 78.4091

=== 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: 1.0912 top1= 75.0000

=== 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=1.0523 top1= 81.1999


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0353 top1= 81.4303


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0358 top1= 81.1599

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 1.0952 top1= 76.1364

=== 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: 0.9861 top1= 79.8295

=== 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: 1.0516 top1= 75.5682

=== 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=1.0122 top1= 81.6406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9948 top1= 81.8510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9951 top1= 81.6907

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 1.0552 top1= 77.2727

=== 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: 0.9462 top1= 80.3977

=== 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: 1.0157 top1= 76.4205

=== 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=0.9760 top1= 82.0813


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9582 top1= 82.3618


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9584 top1= 82.1615

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 1.0190 top1= 77.5568

=== 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: 0.9100 top1= 80.9659

=== 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: 0.9834 top1= 76.9886

=== 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=0.9436 top1= 82.5421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9254 top1= 82.8526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9256 top1= 82.6723

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.9860 top1= 77.5568

=== 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: 0.8772 top1= 81.8182

=== 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: 0.9544 top1= 76.9886

=== 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=0.9146 top1= 82.9227


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8960 top1= 83.2632


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8963 top1= 82.9427

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.9559 top1= 78.4091

=== 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: 0.8477 top1= 82.9545

=== 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: 0.9279 top1= 77.8409

=== 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=0.8886 top1= 83.2532


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8695 top1= 83.6338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8699 top1= 83.2232

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.9283 top1= 78.9773

=== 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: 0.8209 top1= 83.5227

=== 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: 0.9041 top1= 78.4091

=== 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=0.8652 top1= 83.4435


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8457 top1= 83.8842


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8461 top1= 83.5036

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.9031 top1= 79.5455

=== 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: 0.7965 top1= 83.8068

=== 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: 0.8825 top1= 78.4091

=== 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=0.8442 top1= 83.6438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8242 top1= 84.0845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8247 top1= 83.8842

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.8800 top1= 79.8295

=== 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: 0.7743 top1= 84.3750

=== 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: 0.8629 top1= 78.6932

=== 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=0.8252 top1= 83.9744


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8047 top1= 84.2548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8052 top1= 84.1647

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.8588 top1= 80.9659

=== 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: 0.7540 top1= 84.6591

=== 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: 0.8452 top1= 79.2614

=== 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=0.8080 top1= 84.1246


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7870 top1= 84.4852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7875 top1= 84.3550

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.8395 top1= 81.2500

=== 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: 0.7355 top1= 85.2273

=== 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: 0.8289 top1= 80.1136

=== 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=0.7923 top1= 84.2748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7709 top1= 84.6454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7714 top1= 84.4151

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.8217 top1= 81.5341

=== 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: 0.7184 top1= 85.5114

=== 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: 0.8138 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=0.7778 top1= 84.4451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7560 top1= 84.7857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7564 top1= 84.6054

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.8052 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 |   4576/60000 (  8%) ] Loss: 0.7026 top1= 85.5114

=== 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: 0.7999 top1= 80.6818

=== 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=0.7644 top1= 84.5954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7422 top1= 84.9459


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7426 top1= 84.7556

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.7898 top1= 81.8182

=== 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: 0.6879 top1= 85.7955

=== 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: 0.7869 top1= 80.3977

=== 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=0.7520 top1= 84.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7295 top1= 85.0962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7298 top1= 84.9259

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.7755 top1= 81.5341

=== 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: 0.6743 top1= 86.0795

=== 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 |   8736/60000 ( 15%) ] Loss: 0.7747 top1= 80.3977

=== 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=0.7405 top1= 84.9359


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7176 top1= 85.3165


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7179 top1= 85.0561

