
=== 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: 2.2973 top1= 11.0795

=== 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: 2.2877 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=2.2797 top1= 16.3261


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2789 top1= 16.7869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2788 top1= 17.0873

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.2788 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: 2.2723 top1= 16.1932

=== 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: 2.2637 top1= 13.9205

=== 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=2.2557 top1= 25.4107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2544 top1= 25.5909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2544 top1= 25.9816

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.2528 top1= 19.0341

=== 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: 2.2469 top1= 21.8750

=== 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: 2.2383 top1= 19.8864

=== 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=2.2299 top1= 29.8077


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2281 top1= 30.1583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2283 top1= 30.5489

Train epoch 4
[E 4B0  |    416/60000 (  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 |   4576/60000 (  8%) ] Loss: 2.2193 top1= 25.8523

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2101 top1= 25.8523

=== 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=2.2016 top1= 37.7103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1989 top1= 35.7272


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1997 top1= 39.1526

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.1966 top1= 28.4091

=== 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 |   4576/60000 (  8%) ] Loss: 2.1889 top1= 32.6705

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1788 top1= 31.5341

=== 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=2.1702 top1= 42.3578


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1668 top1= 41.7468


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1680 top1= 42.8085

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.1649 top1= 31.5341

=== 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 |   4576/60000 (  8%) ] Loss: 2.1552 top1= 37.5000

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1443 top1= 38.3523

=== 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=2.1354 top1= 45.0621


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1313 top1= 44.8217


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1330 top1= 44.8117

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 2.1305 top1= 37.5000

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 7B10 |   4576/60000 (  8%) ] Loss: 2.1176 top1= 41.4773

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1059 top1= 42.8977

=== 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=2.0969 top1= 47.4559


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0914 top1= 47.9467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0942 top1= 46.6346

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 2.0923 top1= 39.4886

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.001



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


[E 8B10 |   4576/60000 (  8%) ] Loss: 2.0754 top1= 44.6023

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0628 top1= 45.1705

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0539 top1= 50.6010


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0468 top1= 51.5525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0511 top1= 49.2288

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 2.0498 top1= 43.4659

=== 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 |   4576/60000 (  8%) ] Loss: 2.0282 top1= 48.5795

=== 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 |   8736/60000 ( 15%) ] Loss: 2.0151 top1= 48.5795

=== 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=2.0058 top1= 53.6058


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9967 top1= 54.6374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0028 top1= 52.3438

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 2.0021 top1= 47.4432

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



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B10 |   4576/60000 (  8%) ] Loss: 1.9750 top1= 51.4205

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.9619 top1= 52.5568

=== 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=1.9518 top1= 57.1314


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9408 top1= 57.6322


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9485 top1= 55.5088

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.9489 top1= 50.0000

=== 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 |   4576/60000 (  8%) ] Loss: 1.9155 top1= 54.2614

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.9028 top1= 54.2614

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8918 top1= 59.8458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8790 top1= 60.5669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8880 top1= 58.5337

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.8903 top1= 53.1250

=== 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 |   4576/60000 (  8%) ] Loss: 1.8494 top1= 56.5341

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.8377 top1= 55.3977

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8255 top1= 62.4599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8107 top1= 63.1811


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8209 top1= 61.4784

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.8255 top1= 54.2614

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E13B10 |   4576/60000 (  8%) ] Loss: 1.7764 top1= 59.6591

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.7667 top1= 58.2386

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7529 top1= 64.7837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7360 top1= 65.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7476 top1= 64.2228

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.7553 top1= 57.1023

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E14B10 |   4576/60000 (  8%) ] Loss: 1.6973 top1= 61.6477

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.6907 top1= 59.9432

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6746 top1= 67.2075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6555 top1= 67.9187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6685 top1= 66.5765

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.6802 top1= 58.2386

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E15B10 |   4576/60000 (  8%) ] Loss: 1.6128 top1= 65.3409

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.6104 top1= 61.9318

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5915 top1= 69.6214


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5701 top1= 70.0521


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5847 top1= 68.9403

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.6014 top1= 61.3636

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E16B10 |   4576/60000 (  8%) ] Loss: 1.5243 top1= 68.1818

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.5274 top1= 63.6364

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5048 top1= 71.6647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4813 top1= 72.2756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4973 top1= 71.0136

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.5199 top1= 63.0682

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E17B10 |   4576/60000 (  8%) ] Loss: 1.4338 top1= 69.0341

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.4435 top1= 65.9091

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4165 top1= 73.8081


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3913 top1= 74.2087


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4082 top1= 73.2672

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.4375 top1= 65.6250

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E18B10 |   4576/60000 (  8%) ] Loss: 1.3430 top1= 71.0227

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.3604 top1= 67.3295

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3285 top1= 75.4708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3022 top1= 75.7913


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3192 top1= 75.0300

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.3559 top1= 67.3295

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E19B10 |   4576/60000 (  8%) ] Loss: 1.2543 top1= 72.4432

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.2798 top1= 70.1705

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2429 top1= 76.8830


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2161 top1= 77.1935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2327 top1= 76.7127

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.2769 top1= 68.1818

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E20B10 |   4576/60000 (  8%) ] Loss: 1.1698 top1= 73.5795

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.2032 top1= 70.7386

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1617 top1= 78.2151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1349 top1= 78.3654


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1504 top1= 77.9547

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.2021 top1= 69.3182

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E21B10 |   4576/60000 (  8%) ] Loss: 1.0908 top1= 73.8636

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.1318 top1= 71.8750

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0863 top1= 79.3470


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0601 top1= 79.4872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0740 top1= 79.0264

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.1323 top1= 71.0227

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E22B10 |   4576/60000 (  8%) ] Loss: 1.0182 top1= 76.1364

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E22B20 |   8736/60000 ( 15%) ] Loss: 1.0662 top1= 73.0114

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0173 top1= 80.1182


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9921 top1= 80.3686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0041 top1= 80.1783

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.0679 top1= 72.4432

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E23B10 |   4576/60000 (  8%) ] Loss: 0.9525 top1= 77.5568

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E23B20 |   8736/60000 ( 15%) ] Loss: 1.0066 top1= 75.0000

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9551 top1= 80.9896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9311 top1= 81.1398


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9411 top1= 80.9796

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.0091 top1= 72.7273

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E24B10 |   4576/60000 (  8%) ] Loss: 0.8936 top1= 78.9773

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.9527 top1= 75.5682

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8996 top1= 81.7007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8770 top1= 81.8610


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8848 top1= 81.8209

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.9557 top1= 75.2841

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E25B10 |   4576/60000 (  8%) ] Loss: 0.8411 top1= 80.1136

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.9044 top1= 76.7045

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8503 top1= 82.4219


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8289 top1= 82.4920


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8349 top1= 82.4319

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.9074 top1= 77.2727

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E26B10 |   4576/60000 (  8%) ] Loss: 0.7943 top1= 81.5341

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.8611 top1= 77.5568

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8066 top1= 83.1230


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7865 top1= 83.0629


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7908 top1= 82.9627

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.8639 top1= 78.6932

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E27B10 |   4576/60000 (  8%) ] Loss: 0.7524 top1= 82.1023

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.8223 top1= 78.9773

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7680 top1= 83.4635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7490 top1= 83.5337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7518 top1= 83.3634

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.8248 top1= 79.5455

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E28B10 |   4576/60000 (  8%) ] Loss: 0.7153 top1= 82.6705

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.7879 top1= 79.2614

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7338 top1= 83.8442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7159 top1= 83.9643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7175 top1= 83.8542

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.7895 top1= 79.8295

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E29B10 |   4576/60000 (  8%) ] Loss: 0.6822 top1= 82.9545

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.7570 top1= 79.8295

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7035 top1= 84.3049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6865 top1= 84.3450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6870 top1= 84.3049

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.7576 top1= 80.3977

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E30B10 |   4576/60000 (  8%) ] Loss: 0.6525 top1= 83.2386

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.7292 top1= 80.1136

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6765 top1= 84.5753


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6603 top1= 84.6855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6599 top1= 84.6054

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.7284 top1= 81.2500

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E31B10 |   4576/60000 (  8%) ] Loss: 0.6257 top1= 83.8068

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.7042 top1= 80.1136

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6523 top1= 84.9259


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6369 top1= 85.0260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6357 top1= 84.9359

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.7017 top1= 82.1023

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E32B10 |   4576/60000 (  8%) ] Loss: 0.6015 top1= 84.0909

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.6817 top1= 80.9659

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6307 top1= 85.2564


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6159 top1= 85.2564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6141 top1= 85.2965

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.6774 top1= 82.9545

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E33B10 |   4576/60000 (  8%) ] Loss: 0.5794 top1= 84.3750

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.6612 top1= 81.5341

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6112 top1= 85.4567


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5970 top1= 85.5669


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5947 top1= 85.4768

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.6551 top1= 83.8068

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E34B10 |   4576/60000 (  8%) ] Loss: 0.5594 top1= 84.9432

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.6428 top1= 82.1023

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5936 top1= 85.7772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5800 top1= 85.7472


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5770 top1= 85.7272

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.6345 top1= 84.3750

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E35B10 |   4576/60000 (  8%) ] Loss: 0.5412 top1= 85.2273

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.6259 top1= 82.1023

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5775 top1= 86.0978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5644 top1= 86.1278


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5611 top1= 85.9675

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6156 top1= 84.3750

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E36B10 |   4576/60000 (  8%) ] Loss: 0.5246 top1= 86.0795

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.6104 top1= 81.8182

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5630 top1= 86.2981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5503 top1= 86.3381


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5467 top1= 86.1979

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.5981 top1= 84.9432

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E37B10 |   4576/60000 (  8%) ] Loss: 0.5094 top1= 86.3636

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.5963 top1= 81.8182

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5496 top1= 86.4784


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5374 top1= 86.5385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5335 top1= 86.4083

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.5820 top1= 85.5114

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E38B10 |   4576/60000 (  8%) ] Loss: 0.4953 top1= 87.2159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.5833 top1= 82.1023

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5374 top1= 86.5485


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5254 top1= 86.7388


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5215 top1= 86.5585

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.5672 top1= 85.5114

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E39B10 |   4576/60000 (  8%) ] Loss: 0.4824 top1= 88.0682

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.5712 top1= 82.6705

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5261 top1= 86.7188


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5145 top1= 86.9692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5105 top1= 86.6687

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.5532 top1= 85.5114

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E40B10 |   4576/60000 (  8%) ] Loss: 0.4705 top1= 87.7841

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.5601 top1= 83.2386

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5158 top1= 86.8690


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5044 top1= 86.9692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5004 top1= 86.7488

