
=== 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)
=> Add worker ByzantineWorker(index=12)
=> Add worker ByzantineWorker(index=13)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3094 top1=  7.9545

=== 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, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([8, 8, 8, 8, 8], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 8, 9, 9], device='cuda:0')
Worker 13 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 |   4928/60000 (  8%) ] Loss: 2.1786 top1= 26.4205

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.002



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


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.0677 top1= 18.7500

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.0831 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6344 top1= 10.2865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6505 top1= 10.2865

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.5811 top1= 10.5114

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.233



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.015


[E 2B10 |   4928/60000 (  8%) ] Loss: 3.6312 top1= 10.2273

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.781



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.026


[E 2B20 |   9408/60000 ( 16%) ] Loss: 4.1253 top1= 11.6477

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.676



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=146.7574 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6783 top1= 10.2865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6596 top1= 10.2865

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 4.0809 top1= 10.5114

=== Log global consensus distance @ E3B0 ===
consensus_distance=2.915



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.088


[E 3B10 |   4928/60000 (  8%) ] Loss: 3.6418 top1= 10.2273

=== Log global consensus distance @ E3B10 ===
consensus_distance=4.487



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.137


[E 3B20 |   9408/60000 ( 16%) ] Loss: 3.0822 top1= 11.6477

=== Log global consensus distance @ E3B20 ===
consensus_distance=6.378



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.188



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=728.3331 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3122 top1= 10.2865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3191 top1= 10.2865

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.6432 top1= 10.5114

=== Log global consensus distance @ E4B0 ===
consensus_distance=8.571



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.231


[E 4B10 |   4928/60000 (  8%) ] Loss: 2.4228 top1= 11.9318

=== Log global consensus distance @ E4B10 ===
consensus_distance=11.053



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.260


[E 4B20 |   9408/60000 ( 16%) ] Loss: 2.2866 top1= 13.3523

=== Log global consensus distance @ E4B20 ===
consensus_distance=13.831



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.280



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2521.3202 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5926 top1= 11.6587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4394 top1= 10.3365

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.2447 top1= 15.0568

=== Log global consensus distance @ E5B0 ===
consensus_distance=16.913



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.297


[E 5B10 |   4928/60000 (  8%) ] Loss: 2.1469 top1= 16.7614

=== Log global consensus distance @ E5B10 ===
consensus_distance=20.299



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.314


[E 5B20 |   9408/60000 ( 16%) ] Loss: 2.0590 top1= 21.0227

=== Log global consensus distance @ E5B20 ===
consensus_distance=23.994



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.332



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6574.1332 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4506 top1= 17.8686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3710 top1= 12.5000

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.9625 top1= 25.2841

=== Log global consensus distance @ E6B0 ===
consensus_distance=28.003



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.353


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.8668 top1= 27.5568

=== Log global consensus distance @ E6B10 ===
consensus_distance=32.316



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.376


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.7863 top1= 30.6818

=== Log global consensus distance @ E6B20 ===
consensus_distance=36.942



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.399



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14239.7992 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6057 top1= 17.1975


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5711 top1= 17.2776

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.6551 top1= 34.6591

=== Log global consensus distance @ E7B0 ===
consensus_distance=41.880



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.425


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.6332 top1= 35.2273

=== Log global consensus distance @ E7B10 ===
consensus_distance=47.127



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.450


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.5576 top1= 37.7841

=== Log global consensus distance @ E7B20 ===
consensus_distance=52.689



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.474



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=27171.8709 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9490 top1= 30.6791


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8850 top1= 24.6795

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.4333 top1= 43.4659

=== Log global consensus distance @ E8B0 ===
consensus_distance=58.562



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.500


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.4251 top1= 48.2955

=== Log global consensus distance @ E8B10 ===
consensus_distance=64.752



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.525


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.3509 top1= 52.2727

=== Log global consensus distance @ E8B20 ===
consensus_distance=71.246



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.549



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=47333.1121 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3649 top1= 29.5272


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2048 top1= 26.5425

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.2543 top1= 55.9659

=== Log global consensus distance @ E9B0 ===
consensus_distance=78.061



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.576


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.2166 top1= 59.0909

=== Log global consensus distance @ E9B10 ===
consensus_distance=85.194



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.602


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.2337 top1= 61.9318

=== Log global consensus distance @ E9B20 ===
consensus_distance=92.640



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.629



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=77013.2950 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8348 top1= 29.8377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5725 top1= 27.3337

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.0709 top1= 67.6136

=== Log global consensus distance @ E10B0 ===
consensus_distance=100.387



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.658


[E10B10 |   4928/60000 (  8%) ] Loss: 1.0272 top1= 68.4659

=== Log global consensus distance @ E10B10 ===
consensus_distance=108.468



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.686


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.9769 top1= 68.7500

=== Log global consensus distance @ E10B20 ===
consensus_distance=116.848



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.715



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=118812.6333 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3694 top1= 32.4619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9488 top1= 29.4571

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.9086 top1= 74.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=125.553



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.747


[E11B10 |   4928/60000 (  8%) ] Loss: 0.8579 top1= 76.1364

=== Log global consensus distance @ E11B10 ===
consensus_distance=134.580



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.777


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.8142 top1= 76.1364

=== Log global consensus distance @ E11B20 ===
consensus_distance=143.900



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.808



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=175597.5282 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9772 top1= 35.1462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3684 top1= 31.3001

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.7928 top1= 79.5455

=== Log global consensus distance @ E12B0 ===
consensus_distance=153.562



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.841


[E12B10 |   4928/60000 (  8%) ] Loss: 0.7064 top1= 80.1136

=== Log global consensus distance @ E12B10 ===
consensus_distance=163.521



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.872


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.6907 top1= 79.2614

=== Log global consensus distance @ E12B20 ===
consensus_distance=173.794



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.903



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=250558.3528 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6366 top1= 36.8490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8344 top1= 32.8225

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.6957 top1= 83.5227

=== Log global consensus distance @ E13B0 ===
consensus_distance=184.417



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.939


[E13B10 |   4928/60000 (  8%) ] Loss: 0.6951 top1= 82.9545

=== Log global consensus distance @ E13B10 ===
consensus_distance=195.337



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=0.969


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.5925 top1= 82.1023

=== Log global consensus distance @ E13B20 ===
consensus_distance=206.549



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.000



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=347182.0946 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3761 top1= 37.7204


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3625 top1= 33.6338

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.5974 top1= 86.3636

=== Log global consensus distance @ E14B0 ===
consensus_distance=218.104



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.035


[E14B10 |   4928/60000 (  8%) ] Loss: 0.5636 top1= 86.9318

=== Log global consensus distance @ E14B10 ===
consensus_distance=229.966



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.064


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.4842 top1= 86.0795

=== Log global consensus distance @ E14B20 ===
consensus_distance=242.137



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=469031.9375 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.2462 top1= 37.7905


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9253 top1= 34.0345

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.5626 top1= 88.9205

=== Log global consensus distance @ E15B0 ===
consensus_distance=254.653



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.137


[E15B10 |   4928/60000 (  8%) ] Loss: 0.4451 top1= 88.6364

=== Log global consensus distance @ E15B10 ===
consensus_distance=267.412



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.162


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.6184 top1= 85.2273

=== Log global consensus distance @ E15B20 ===
consensus_distance=280.564



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.191



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=620678.5681 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.0630 top1= 38.2412


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0019 top1= 34.4651

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.3466 top1= 90.0568

=== Log global consensus distance @ E16B0 ===
consensus_distance=294.028



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.234


[E16B10 |   4928/60000 (  8%) ] Loss: 0.3892 top1= 90.3409

=== Log global consensus distance @ E16B10 ===
consensus_distance=307.749



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.258


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.3951 top1= 86.9318

=== Log global consensus distance @ E16B20 ===
consensus_distance=321.821



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.292



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=806116.9231 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.9821 top1= 38.6318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8142 top1= 34.7456

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.3109 top1= 89.7727

=== Log global consensus distance @ E17B0 ===
consensus_distance=336.242



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.336


[E17B10 |   4928/60000 (  8%) ] Loss: 0.4914 top1= 90.0568

=== Log global consensus distance @ E17B10 ===
consensus_distance=350.965



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.363


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.3266 top1= 88.6364

=== Log global consensus distance @ E17B20 ===
consensus_distance=365.879



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.394



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1028728.7957 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=10.0832 top1= 38.6318


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6498 top1= 34.5954

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.4304 top1= 93.1818

=== Log global consensus distance @ E18B0 ===
consensus_distance=381.323



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.450


[E18B10 |   4928/60000 (  8%) ] Loss: 0.2831 top1= 91.1932

=== Log global consensus distance @ E18B10 ===
consensus_distance=396.908



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.474


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.3148 top1= 90.0568

=== Log global consensus distance @ E18B20 ===
consensus_distance=412.796



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.504



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1294261.8990 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=11.4540 top1= 38.8722


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.4700 top1= 31.5705

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.3263 top1= 89.4886

=== Log global consensus distance @ E19B0 ===
consensus_distance=429.239



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.569


[E19B10 |   4928/60000 (  8%) ] Loss: 0.2651 top1= 92.8977

=== Log global consensus distance @ E19B10 ===
consensus_distance=445.678



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.585


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.2979 top1= 90.9091

=== Log global consensus distance @ E19B20 ===
consensus_distance=462.521



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.611



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1611288.8526 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=12.8201 top1= 38.9724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.4104 top1= 34.7155

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.2959 top1= 92.6136

=== Log global consensus distance @ E20B0 ===
consensus_distance=479.882



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.681


[E20B10 |   4928/60000 (  8%) ] Loss: 0.2803 top1= 91.4773

=== Log global consensus distance @ E20B10 ===
consensus_distance=497.311



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.700


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.2752 top1= 91.4773

=== Log global consensus distance @ E20B20 ===
consensus_distance=515.032



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.730



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1983127.2420 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=14.6726 top1= 38.9223


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.8422 top1= 34.7556

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.3745 top1= 92.0455

=== Log global consensus distance @ E21B0 ===
consensus_distance=533.381



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.808


[E21B10 |   4928/60000 (  8%) ] Loss: 0.2421 top1= 93.1818

=== Log global consensus distance @ E21B10 ===
consensus_distance=551.685



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.821


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.3108 top1= 90.0568

=== Log global consensus distance @ E21B20 ===
consensus_distance=570.404



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.855



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2413844.5929 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=15.9607 top1= 38.8321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.5777 top1= 34.7256

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.3145 top1= 92.3295

=== Log global consensus distance @ E22B0 ===
consensus_distance=589.606



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.934


[E22B10 |   4928/60000 (  8%) ] Loss: 0.5301 top1= 93.1818

=== Log global consensus distance @ E22B10 ===
consensus_distance=608.917



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.965


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.4693 top1= 89.7727

=== Log global consensus distance @ E22B20 ===
consensus_distance=628.660



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2906624.9103 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=17.7591 top1= 38.8321


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.3033 top1= 34.6655

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.7162 top1= 94.0341

=== Log global consensus distance @ E23B0 ===
consensus_distance=648.757



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.135


[E23B10 |   4928/60000 (  8%) ] Loss: 0.2617 top1= 93.1818

=== Log global consensus distance @ E23B10 ===
consensus_distance=668.876



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.147


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3775 top1= 90.6250

=== Log global consensus distance @ E23B20 ===
consensus_distance=689.468



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.183



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3478378.6795 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=23.4490 top1= 35.4968


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=16.1140 top1= 31.5104

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 2.4932 top1= 75.5682

=== Log global consensus distance @ E24B0 ===
consensus_distance=710.698



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.326


[E24B10 |   4928/60000 (  8%) ] Loss: 0.2123 top1= 94.0341

=== Log global consensus distance @ E24B10 ===
consensus_distance=731.601



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.344


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.3143 top1= 90.3409

=== Log global consensus distance @ E24B20 ===
consensus_distance=753.175



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.397



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4121848.4840 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=21.9967 top1= 38.2612


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=17.8853 top1= 33.5136

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3150 top1= 90.6250

=== Log global consensus distance @ E25B0 ===
consensus_distance=775.073



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.454


[E25B10 |   4928/60000 (  8%) ] Loss: 0.2748 top1= 90.6250

=== Log global consensus distance @ E25B10 ===
consensus_distance=797.063



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.476


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.2256 top1= 93.1818

=== Log global consensus distance @ E25B20 ===
consensus_distance=819.603



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.654



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4860399.4679 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=26.8991 top1= 39.1526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=22.1470 top1= 32.2416

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.4603 top1= 90.3409

=== Log global consensus distance @ E26B0 ===
consensus_distance=842.565



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.724


[E26B10 |   4928/60000 (  8%) ] Loss: 0.3093 top1= 92.8977

=== Log global consensus distance @ E26B10 ===
consensus_distance=865.459



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.760


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.4555 top1= 86.6477

=== Log global consensus distance @ E26B20 ===
consensus_distance=889.013



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.839



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5678337.7244 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=36.9321 top1= 38.4315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.9995 top1= 29.9479

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.5735 top1= 84.0909

=== Log global consensus distance @ E27B0 ===
consensus_distance=912.802



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=2.930


[E27B10 |   4928/60000 (  8%) ] Loss: 24.4287 top1= 69.3182

=== Log global consensus distance @ E27B10 ===
consensus_distance=938.110



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=4.001


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.4992 top1= 90.0568

=== Log global consensus distance @ E27B20 ===
consensus_distance=961.869



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6579130.6154 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=37.8270 top1= 39.7336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.7545 top1= 36.6186

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.4367 top1= 92.0455

=== Log global consensus distance @ E28B0 ===
consensus_distance=986.421



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.018


[E28B10 |   4928/60000 (  8%) ] Loss: 0.3753 top1= 90.0568

=== Log global consensus distance @ E28B10 ===
consensus_distance=1011.162



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.008


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.2351 top1= 93.1818

=== Log global consensus distance @ E28B20 ===
consensus_distance=1036.241



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7634068.4423 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=38.0355 top1= 39.6334


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=26.4655 top1= 32.4219

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.8505 top1= 92.8977

=== Log global consensus distance @ E29B0 ===
consensus_distance=1061.898



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.042


[E29B10 |   4928/60000 (  8%) ] Loss: 0.4096 top1= 90.6250

=== Log global consensus distance @ E29B10 ===
consensus_distance=1087.199



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.037


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.3814 top1= 90.0568

=== Log global consensus distance @ E29B20 ===
consensus_distance=1113.262



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8810355.5705 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=40.9303 top1= 39.5633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=278.3546 top1= 15.1643

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 395.1169 top1= 58.5227

=== Log global consensus distance @ E30B0 ===
consensus_distance=1241.306



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=244.018


[E30B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E30B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E31B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E31B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E32B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E32B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E33B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E33B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E34B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E34B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E35B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E35B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E36B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E36B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E37B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E37B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E38B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E38B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E39B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E39B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: nan top1= 13.6364

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=nan
clique2_consensus_distance=nan


[E40B10 |   4928/60000 (  8%) ] Loss: nan top1= 13.3523

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



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


[E40B20 |   9408/60000 ( 16%) ] Loss: nan top1= 11.9318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=nan top1=  9.8057

