
=== 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 ByzantineWorker(index=11)

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

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

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



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2566 top1= 18.7500

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2094 top1= 28.4091

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2898 top1= 12.8506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2935 top1= 13.7520


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2970 top1=  9.5853

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1573 top1= 33.8068

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1052 top1= 35.7955

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0497 top1= 39.2045

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2767 top1= 14.6735


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3140 top1= 18.1390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2990 top1= 12.9708

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.9943 top1= 40.9091

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.9491 top1= 37.2159

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.8910 top1= 42.0455

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2606 top1= 16.7167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3717 top1= 25.9916


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3076 top1= 21.6747

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.8482 top1= 40.9091

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.8172 top1= 39.7727

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.7565 top1= 47.1591

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.150



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2423 top1= 22.9367


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4413 top1= 27.2336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3252 top1= 24.0885

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7275 top1= 46.8750

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.176


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.7106 top1= 43.7500

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.202


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.6468 top1= 49.1477

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.057



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.231



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2210 top1= 28.4555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4939 top1= 27.7945


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3474 top1= 23.0068

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.6307 top1= 49.4318

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.262


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.6275 top1= 45.4545

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.073



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.295


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.5601 top1= 51.7045

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.082



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.330



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1983 top1= 30.9595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5127 top1= 27.7244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3649 top1= 21.9952

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.5534 top1= 50.5682

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.091



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.369


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.5631 top1= 47.7273

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.101



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.409


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.4928 top1= 53.4091

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.112



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.451



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1749 top1= 31.3101


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4954 top1= 28.6558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3714 top1= 21.3542

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.4934 top1= 52.8409

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.123



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.498


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.5145 top1= 50.0000

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.546


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.4423 top1= 54.2614

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.148



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.597



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1513 top1= 28.3053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4503 top1= 30.1182


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3646 top1= 21.3842

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.4480 top1= 54.8295

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.162



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.653


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.4776 top1= 50.8523

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.711


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.4036 top1= 55.9659

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.191



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.771



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1278 top1= 23.6579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3905 top1= 31.9712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3467 top1= 21.7949

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.4117 top1= 55.9659

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.207



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.836


[E10B10 |   4224/60000 (  7%) ] Loss: 1.4466 top1= 54.2614

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.224



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.904


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.3707 top1= 58.2386

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.241



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.974



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1039 top1= 21.4744


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3304 top1= 33.4335


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3224 top1= 22.2356

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.3780 top1= 57.6705

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.260



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.049


[E11B10 |   4224/60000 (  7%) ] Loss: 1.4150 top1= 55.3977

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.279



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.126


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.3368 top1= 60.7955

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.299



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.206



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0791 top1= 20.8634


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2787 top1= 34.6054


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2962 top1= 22.7965

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.3414 top1= 60.5114

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.320



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.291


[E12B10 |   4224/60000 (  7%) ] Loss: 1.3777 top1= 57.9545

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.342



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.379


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.2987 top1= 61.6477

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.364



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0535 top1= 20.8033


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2371 top1= 35.3966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2705 top1= 23.4575

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.2991 top1= 62.7841

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.388



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.565


[E13B10 |   4224/60000 (  7%) ] Loss: 1.3338 top1= 59.6591

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.412



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.664


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.2558 top1= 63.0682

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.437



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0284 top1= 20.8634


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2059 top1= 36.1278


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2475 top1= 24.1887

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.2513 top1= 63.6364

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.463



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.870


[E14B10 |   4224/60000 (  7%) ] Loss: 1.2849 top1= 61.6477

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.490



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.979


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.2094 top1= 63.9205

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.518



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0055 top1= 20.5529


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1849 top1= 36.5885


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2278 top1= 24.8798

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.1995 top1= 65.9091

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.546



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.205


[E15B10 |   4224/60000 (  7%) ] Loss: 1.2329 top1= 63.9205

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.576



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.324


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.1610 top1= 66.4773

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.606



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.444



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9860 top1= 20.0521


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1740 top1= 37.1394


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2108 top1= 25.6711

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.1442 top1= 67.3295

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.637



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.569


[E16B10 |   4224/60000 (  7%) ] Loss: 1.1765 top1= 65.6250

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.669



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.698


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.1095 top1= 68.7500

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.701



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.828



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9703 top1= 19.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1747 top1= 37.4499


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1958 top1= 26.5825

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.0883 top1= 69.0341

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.734



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.962


[E17B10 |   4224/60000 (  7%) ] Loss: 1.1212 top1= 66.7614

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.769



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.101


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.0617 top1= 70.4545

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.803



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.239



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9591 top1= 19.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1730 top1= 37.6603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1845 top1= 27.3438

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.0378 top1= 71.3068

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.838



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.382


[E18B10 |   4224/60000 (  7%) ] Loss: 1.0707 top1= 67.6136

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.875



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.531


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.0179 top1= 72.1591

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.912



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.678



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9523 top1= 18.5096


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1731 top1= 37.8806


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1752 top1= 28.0148

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.9920 top1= 73.0114

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.949



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.828


[E19B10 |   4224/60000 (  7%) ] Loss: 1.0246 top1= 68.4659

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.988



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.985


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.9781 top1= 72.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.026



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9502 top1= 17.8786


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1738 top1= 37.9808


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1665 top1= 28.7760

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.9508 top1= 74.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.065



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.298


[E20B10 |   4224/60000 (  7%) ] Loss: 0.9830 top1= 71.3068

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.106



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.464


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.9421 top1= 73.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.147



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.626



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9524 top1= 17.1975


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1753 top1= 38.0609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1581 top1= 29.4271

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.9133 top1= 75.5682

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.187



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.791


[E21B10 |   4224/60000 (  7%) ] Loss: 0.9445 top1= 72.4432

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.230



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.964


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.9096 top1= 74.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.272



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9590 top1= 16.5966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1782 top1= 38.1410


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1510 top1= 30.1282

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.8788 top1= 75.8523

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.315



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.304


[E22B10 |   4224/60000 (  7%) ] Loss: 0.9087 top1= 74.1477

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.359



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.484


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.8794 top1= 75.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.403



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.659



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9698 top1= 15.7752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1822 top1= 38.2312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1449 top1= 30.9195

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.8460 top1= 76.4205

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.447



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.837


[E23B10 |   4224/60000 (  7%) ] Loss: 0.8745 top1= 75.2841

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.493



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.023


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.8511 top1= 75.5682

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.538



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.204



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9851 top1= 15.0641


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1861 top1= 38.3714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1402 top1= 31.4804

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.8153 top1= 76.4205

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.583



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.387


[E24B10 |   4224/60000 (  7%) ] Loss: 0.8418 top1= 76.1364

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.631



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.579


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.8251 top1= 78.1250

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.677



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.765



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0048 top1= 14.3730


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1906 top1= 38.4115


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1371 top1= 31.9712

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.7861 top1= 77.5568

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.724



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.953


[E25B10 |   4224/60000 (  7%) ] Loss: 0.8106 top1= 77.5568

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.773



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.150


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.8011 top1= 78.6932

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.820



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.341



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0289 top1= 14.0024


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1951 top1= 38.5517


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1349 top1= 32.3618

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.7590 top1= 77.8409

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.868



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.533


[E26B10 |   4224/60000 (  7%) ] Loss: 0.7811 top1= 78.4091

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.918



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.736


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.7785 top1= 78.6932

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.966



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.932



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0575 top1= 13.5417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2003 top1= 38.6719


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1334 top1= 32.8225

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.7331 top1= 78.9773

=== Log global consensus distance @ E27B0 ===
consensus_distance=2.015



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.129


[E27B10 |   4224/60000 (  7%) ] Loss: 0.7534 top1= 78.9773

=== Log global consensus distance @ E27B10 ===
consensus_distance=2.067



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.336


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.7579 top1= 80.1136

=== Log global consensus distance @ E27B20 ===
consensus_distance=2.116



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.537



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0899 top1= 13.3313


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2062 top1= 38.7620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1332 top1= 33.1230

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.7083 top1= 81.2500

=== Log global consensus distance @ E28B0 ===
consensus_distance=2.166



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.738


[E28B10 |   4224/60000 (  7%) ] Loss: 0.7272 top1= 79.5455

=== Log global consensus distance @ E28B10 ===
consensus_distance=2.219



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.950


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7388 top1= 80.9659

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.270



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.155



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1256 top1= 13.2212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2130 top1= 38.8722


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1338 top1= 33.5136

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.6848 top1= 82.1023

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.321



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.361


[E29B10 |   4224/60000 (  7%) ] Loss: 0.7027 top1= 80.1136

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.374



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.576


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7209 top1= 81.8182

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.426



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.786



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1644 top1= 13.2111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2206 top1= 38.9223


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1351 top1= 33.8341

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.6624 top1= 82.9545

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.478



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.996


[E30B10 |   4224/60000 (  7%) ] Loss: 0.6795 top1= 80.3977

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.533



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.215


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7044 top1= 82.6705

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.585



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.428



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2059 top1= 13.3514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2285 top1= 39.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1373 top1= 34.0745

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.6415 top1= 83.5227

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.639



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.644


[E31B10 |   4224/60000 (  7%) ] Loss: 0.6579 top1= 81.5341

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.694



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.866


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6893 top1= 82.9545

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.748



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2501 top1= 13.5717


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2366 top1= 39.0825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1403 top1= 34.2147

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.6223 top1= 84.0909

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.802



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.303


[E32B10 |   4224/60000 (  7%) ] Loss: 0.6381 top1= 81.8182

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.858



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.528


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6751 top1= 83.2386

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.913



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.749



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2966 top1= 13.9824


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2442 top1= 39.1126


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1445 top1= 34.4151

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.6046 top1= 84.6591

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.969



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.974


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6202 top1= 82.6705

=== Log global consensus distance @ E33B10 ===
consensus_distance=3.026



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.203


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6617 top1= 83.5227

=== Log global consensus distance @ E33B20 ===
consensus_distance=3.081



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.428



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3458 top1= 14.5032


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2523 top1= 39.2027


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1486 top1= 34.5553

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.5880 top1= 85.7955

=== Log global consensus distance @ E34B0 ===
consensus_distance=3.138



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.657


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6034 top1= 82.9545

=== Log global consensus distance @ E34B10 ===
consensus_distance=3.196



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.890


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6488 top1= 83.5227

=== Log global consensus distance @ E34B20 ===
consensus_distance=3.252



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.118



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3969 top1= 14.9639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2591 top1= 39.2228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1530 top1= 34.7356

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.5723 top1= 86.6477

=== Log global consensus distance @ E35B0 ===
consensus_distance=3.310



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.352


[E35B10 |   4224/60000 (  7%) ] Loss: 0.5875 top1= 84.0909

=== Log global consensus distance @ E35B10 ===
consensus_distance=3.369



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.588


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6366 top1= 83.8068

=== Log global consensus distance @ E35B20 ===
consensus_distance=3.427



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.820



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4511 top1= 15.4247


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2648 top1= 39.2328


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1572 top1= 34.9159

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.5576 top1= 87.5000

=== Log global consensus distance @ E36B0 ===
consensus_distance=3.486



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.058


[E36B10 |   4224/60000 (  7%) ] Loss: 0.5725 top1= 84.0909

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.545



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.298


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.6251 top1= 84.6591

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.604



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.534



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5079 top1= 15.8654


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2714 top1= 39.3029


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1613 top1= 35.0861

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.5436 top1= 87.5000

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.664



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.777


[E37B10 |   4224/60000 (  7%) ] Loss: 0.5583 top1= 84.0909

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.724



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.020


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.6142 top1= 84.9432

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.783



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.259



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5668 top1= 16.3762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2745 top1= 39.3429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1660 top1= 35.2063

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.5302 top1= 87.7841

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.845



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.506


[E38B10 |   4224/60000 (  7%) ] Loss: 0.5449 top1= 85.5114

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.906



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.753


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.6041 top1= 84.9432

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.966



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.995



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6279 top1= 16.7468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2795 top1= 39.3429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1703 top1= 35.2865

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.5178 top1= 88.3523

=== Log global consensus distance @ E39B0 ===
consensus_distance=4.028



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.247


[E39B10 |   4224/60000 (  7%) ] Loss: 0.5318 top1= 85.7955

=== Log global consensus distance @ E39B10 ===
consensus_distance=4.090



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.497


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5943 top1= 84.6591

=== Log global consensus distance @ E39B20 ===
consensus_distance=4.151



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.743



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6925 top1= 17.1374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2826 top1= 39.3530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1742 top1= 35.3466

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.5059 top1= 88.3523

=== Log global consensus distance @ E40B0 ===
consensus_distance=4.214



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=16.998


[E40B10 |   4224/60000 (  7%) ] Loss: 0.5193 top1= 86.0795

=== Log global consensus distance @ E40B10 ===
consensus_distance=4.277



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.251


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.5850 top1= 84.6591

=== Log global consensus distance @ E40B20 ===
consensus_distance=4.339



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=17.501



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7599 top1= 17.4880


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2852 top1= 39.3630


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1783 top1= 35.4267

