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

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

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

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



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



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2933 top1= 13.0682

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2838 top1= 15.3409

=== 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=2.2793 top1= 16.6767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2789 top1= 17.4379


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2789 top1= 16.3562

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2773 top1= 13.3523

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



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.2692 top1= 19.0341

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



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.2575 top1= 20.1705

=== 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=2.2552 top1= 25.6110


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2545 top1= 25.8113


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2547 top1= 25.1903

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2523 top1= 18.7500

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



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


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.2447 top1= 26.1364

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



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


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.2303 top1= 24.7159

=== 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=2.2294 top1= 30.0180


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2284 top1= 30.2784


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2288 top1= 29.3670

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2257 top1= 23.5795

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



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


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.2183 top1= 29.5455

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.2012 top1= 29.5455

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2011 top1= 35.7973


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1997 top1= 36.7388


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2003 top1= 34.5753

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1972 top1= 30.3977

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.1893 top1= 32.1023

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 5B20 |   8064/60000 ( 13%) ] Loss: 2.1691 top1= 34.6591

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1700 top1= 41.7869


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1682 top1= 42.8586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1689 top1= 40.6751

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1662 top1= 34.3750

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 6B10 |   4224/60000 (  7%) ] Loss: 2.1576 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=0.001


[E 6B20 |   8064/60000 ( 13%) ] Loss: 2.1337 top1= 38.0682

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1357 top1= 44.7416


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1335 top1= 46.1338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1343 top1= 43.6398

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1326 top1= 36.9318

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 7B10 |   4224/60000 (  7%) ] Loss: 2.1224 top1= 38.9205

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



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 7B20 |   8064/60000 ( 13%) ] Loss: 2.0946 top1= 44.0341

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



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0976 top1= 47.3357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0947 top1= 49.3389


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0960 top1= 45.8534

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0952 top1= 40.6250

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B10 |   4224/60000 (  7%) ] Loss: 2.0829 top1= 41.7614

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B20 |   8064/60000 ( 13%) ] Loss: 2.0514 top1= 48.0114

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0549 top1= 50.4107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0512 top1= 52.8946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0529 top1= 48.4275

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0534 top1= 42.8977

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 9B10 |   4224/60000 (  7%) ] Loss: 2.0384 top1= 46.5909

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 9B20 |   8064/60000 ( 13%) ] Loss: 2.0032 top1= 50.5682

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0069 top1= 53.7360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0027 top1= 56.2400


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0046 top1= 51.5024

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 2.0067 top1= 46.3068

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E10B10 |   4224/60000 (  7%) ] Loss: 1.9885 top1= 50.8523

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.9497 top1= 53.1250

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9533 top1= 57.2015


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9484 top1= 59.4151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9505 top1= 55.0781

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9545 top1= 48.8636

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E11B10 |   4224/60000 (  7%) ] Loss: 1.9332 top1= 53.1250

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.8908 top1= 55.3977

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8934 top1= 60.5068


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8881 top1= 62.4199


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8900 top1= 58.5837

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.8963 top1= 50.8523

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B10 |   4224/60000 (  7%) ] Loss: 1.8720 top1= 55.1136

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.8258 top1= 57.1023

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8273 top1= 63.3313


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8213 top1= 64.7937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8231 top1= 61.4583

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.8323 top1= 55.1136

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E13B10 |   4224/60000 (  7%) ] Loss: 1.8053 top1= 56.2500

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.7549 top1= 60.2273

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7546 top1= 65.8053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7479 top1= 67.1474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7500 top1= 64.0425

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.7627 top1= 59.3750

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E14B10 |   4224/60000 (  7%) ] Loss: 1.7332 top1= 57.9545

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.6786 top1= 61.9318

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6757 top1= 68.3994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6680 top1= 69.2508


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6710 top1= 67.0272

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.6882 top1= 61.3636

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E15B10 |   4224/60000 (  7%) ] Loss: 1.6563 top1= 59.3750

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.5979 top1= 63.6364

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5917 top1= 70.1923


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5829 top1= 70.8433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5870 top1= 69.2007

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.6094 top1= 62.2159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E16B10 |   4224/60000 (  7%) ] Loss: 1.5759 top1= 62.5000

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.5140 top1= 65.3409

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5036 top1= 72.1154


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4938 top1= 72.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4990 top1= 71.3642

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.5276 top1= 63.9205

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E17B10 |   4224/60000 (  7%) ] Loss: 1.4934 top1= 63.3523

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.4289 top1= 67.6136

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4134 top1= 74.0685


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4027 top1= 74.4591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4091 top1= 73.5677

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.4446 top1= 66.7614

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E18B10 |   4224/60000 (  7%) ] Loss: 1.4105 top1= 65.6250

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.3444 top1= 69.8864

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3235 top1= 75.6510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3119 top1= 75.8413


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3194 top1= 75.3506

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.3626 top1= 68.1818

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E19B10 |   4224/60000 (  7%) ] Loss: 1.3295 top1= 68.4659

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.2628 top1= 70.4545

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2359 top1= 77.1735


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2240 top1= 77.0733


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2319 top1= 76.9331

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.2833 top1= 69.8864

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E20B10 |   4224/60000 (  7%) ] Loss: 1.2518 top1= 71.8750

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.1854 top1= 71.8750

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1527 top1= 78.3053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1408 top1= 78.4655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1488 top1= 78.2652

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.2085 top1= 69.8864

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E21B10 |   4224/60000 (  7%) ] Loss: 1.1791 top1= 72.7273

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.1136 top1= 72.1591

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0754 top1= 79.4471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0637 top1= 79.4271


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0715 top1= 79.3870

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.1394 top1= 70.7386

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E22B10 |   4224/60000 (  7%) ] Loss: 1.1121 top1= 73.2955

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E22B20 |   8064/60000 ( 13%) ] Loss: 1.0478 top1= 73.8636

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0048 top1= 80.3285


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9936 top1= 80.2384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0009 top1= 80.6290

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.0765 top1= 71.8750

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E23B10 |   4224/60000 (  7%) ] Loss: 1.0511 top1= 74.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.9885 top1= 75.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9411 top1= 81.1999


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9305 top1= 81.0397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9372 top1= 81.3802

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.0196 top1= 72.1591

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E24B10 |   4224/60000 (  7%) ] Loss: 0.9961 top1= 76.7045

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.9352 top1= 76.7045

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8843 top1= 81.8710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8743 top1= 81.6206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8803 top1= 82.0513

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.9687 top1= 73.0114

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E25B10 |   4224/60000 (  7%) ] Loss: 0.9466 top1= 77.8409

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.8874 top1= 76.9886

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8338 top1= 82.4219


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8245 top1= 82.3518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8298 top1= 82.6623

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.9233 top1= 73.2955

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E26B10 |   4224/60000 (  7%) ] Loss: 0.9023 top1= 79.5455

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.8445 top1= 78.1250

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7891 top1= 83.0529


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7804 top1= 82.9327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7852 top1= 83.2833

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8828 top1= 74.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E27B10 |   4224/60000 (  7%) ] Loss: 0.8627 top1= 79.8295

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.8060 top1= 78.9773

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7495 top1= 83.4235


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7416 top1= 83.3433


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7457 top1= 83.7039

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.8468 top1= 76.1364

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B10 |   4224/60000 (  7%) ] Loss: 0.8275 top1= 79.8295

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7714 top1= 78.6932

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7145 top1= 83.8942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7074 top1= 83.7740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7109 top1= 84.1747

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.8146 top1= 76.9886

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E29B10 |   4224/60000 (  7%) ] Loss: 0.7961 top1= 80.3977

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7403 top1= 78.6932

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6835 top1= 84.3550


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6772 top1= 84.2949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6800 top1= 84.4852

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7856 top1= 77.5568

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E30B10 |   4224/60000 (  7%) ] Loss: 0.7678 top1= 81.2500

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7124 top1= 80.1136

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6559 top1= 84.5753


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6504 top1= 84.6755


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6524 top1= 84.8658

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.7594 top1= 77.8409

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E31B10 |   4224/60000 (  7%) ] Loss: 0.7425 top1= 81.8182

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6870 top1= 80.1136

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6313 top1= 84.8458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6265 top1= 84.9159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6278 top1= 85.2564

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.7356 top1= 78.4091

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E32B10 |   4224/60000 (  7%) ] Loss: 0.7197 top1= 82.1023

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6640 top1= 81.2500

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6093 top1= 85.1963


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6052 top1= 85.0962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6059 top1= 85.5469

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.7139 top1= 79.2614

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6991 top1= 82.3864

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6429 top1= 81.5341

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5896 top1= 85.5268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5860 top1= 85.3466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5864 top1= 85.8073

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6939 top1= 80.1136

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6805 top1= 82.3864

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6234 top1= 82.1023

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5719 top1= 85.8273


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5687 top1= 85.6571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5689 top1= 86.0677

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6755 top1= 80.9659

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E35B10 |   4224/60000 (  7%) ] Loss: 0.6634 top1= 83.2386

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6055 top1= 82.6705

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5559 top1= 86.0877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5530 top1= 85.8974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5531 top1= 86.3281

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6586 top1= 80.6818

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E36B10 |   4224/60000 (  7%) ] Loss: 0.6478 top1= 84.9432

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.5890 top1= 83.2386

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5415 top1= 86.3682


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5389 top1= 86.1579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5388 top1= 86.5284

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6430 top1= 81.5341

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6334 top1= 85.2273

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.5736 top1= 83.5227

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5283 top1= 86.5385


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5260 top1= 86.4283


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5259 top1= 86.6687

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6287 top1= 82.1023

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E38B10 |   4224/60000 (  7%) ] Loss: 0.6202 top1= 85.2273

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.5593 top1= 83.8068

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5163 top1= 86.7087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5142 top1= 86.6587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5140 top1= 86.8289

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6156 top1= 82.3864

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E39B10 |   4224/60000 (  7%) ] Loss: 0.6080 top1= 84.9432

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5460 top1= 83.8068

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5053 top1= 86.8490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5034 top1= 86.8490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5032 top1= 87.0994

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.6032 top1= 82.3864

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E40B10 |   4224/60000 (  7%) ] Loss: 0.5967 top1= 84.9432

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.5335 top1= 84.0909

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4952 top1= 86.9892


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4935 top1= 87.0092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4933 top1= 87.2796

