
=== 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
=> Add worker BitFlippingWorker
=> Add worker BitFlippingWorker

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

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], 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: 2.2815 top1= 12.5000

=== 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 |   9408/60000 ( 16%) ] Loss: 2.2954 top1= 10.2273

=== 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=2.2836 top1= 14.9239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2799 top1= 16.2360


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2798 top1= 16.3962

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.2777 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 |   4928/60000 (  8%) ] Loss: 2.2593 top1= 17.6136

=== 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 |   9408/60000 ( 16%) ] Loss: 2.2708 top1= 15.9091

=== 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=2.2636 top1= 23.4776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2570 top1= 25.5509


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2565 top1= 24.9299

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 2.2549 top1= 16.1932

=== 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 |   4928/60000 (  8%) ] Loss: 2.2363 top1= 23.8636

=== 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 |   9408/60000 ( 16%) ] Loss: 2.2455 top1= 21.3068

=== 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=2.2426 top1= 28.5457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2326 top1= 30.4988


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2318 top1= 29.3570

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 2.2306 top1= 20.7386

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B10 |   4928/60000 (  8%) ] Loss: 2.2114 top1= 30.9659

=== 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 |   9408/60000 ( 16%) ] Loss: 2.2186 top1= 25.0000

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2199 top1= 31.6607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2057 top1= 35.0962


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2048 top1= 36.7188

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 2.2047 top1= 26.4205

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.001



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


[E 5B10 |   4928/60000 (  8%) ] Loss: 2.1837 top1= 37.2159

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.001



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


[E 5B20 |   9408/60000 ( 16%) ] Loss: 2.1893 top1= 30.6818

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1950 top1= 38.6418


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1761 top1= 42.4179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1749 top1= 41.7969

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 2.1765 top1= 31.2500

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.001



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


[E 6B10 |   4928/60000 (  8%) ] Loss: 2.1523 top1= 40.0568

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B20 |   9408/60000 ( 16%) ] Loss: 2.1569 top1= 36.3636

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1675 top1= 43.4295


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1435 top1= 46.4243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1411 top1= 44.7115

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 2.1451 top1= 36.0795

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.001



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


[E 7B10 |   4928/60000 (  8%) ] Loss: 2.1176 top1= 43.4659

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.001



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


[E 7B20 |   9408/60000 ( 16%) ] Loss: 2.1212 top1= 42.8977

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1374 top1= 46.3742


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1074 top1= 50.4307


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1035 top1= 47.3157

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 2.1102 top1= 38.0682

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 8B10 |   4928/60000 (  8%) ] Loss: 2.0793 top1= 47.1591

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 8B20 |   9408/60000 ( 16%) ] Loss: 2.0821 top1= 44.6023

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1043 top1= 49.7095


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0669 top1= 54.2268


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0619 top1= 50.3405

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 2.0716 top1= 41.1932

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B10 |   4928/60000 (  8%) ] Loss: 2.0369 top1= 50.0000

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B20 |   9408/60000 ( 16%) ] Loss: 2.0389 top1= 48.2955

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0677 top1= 53.1150


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0212 top1= 57.5020


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0156 top1= 53.5857

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 2.0289 top1= 45.1705

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E10B10 |   4928/60000 (  8%) ] Loss: 1.9901 top1= 51.9886

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E10B20 |   9408/60000 ( 16%) ] Loss: 1.9913 top1= 50.2841

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0273 top1= 56.0897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9703 top1= 60.4467


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9639 top1= 56.6006

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.9816 top1= 47.4432

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E11B10 |   4928/60000 (  8%) ] Loss: 1.9385 top1= 54.2614

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E11B20 |   9408/60000 ( 16%) ] Loss: 1.9387 top1= 54.2614

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9829 top1= 58.9443


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9136 top1= 62.6803


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9064 top1= 59.3750

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 1.9297 top1= 51.9886

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E12B10 |   4928/60000 (  8%) ] Loss: 1.8820 top1= 56.2500

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E12B20 |   9408/60000 ( 16%) ] Loss: 1.8809 top1= 57.3864

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9345 top1= 61.3582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8512 top1= 64.9639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8426 top1= 62.0893

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 1.8726 top1= 54.2614

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E13B10 |   4928/60000 (  8%) ] Loss: 1.8206 top1= 58.8068

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E13B20 |   9408/60000 ( 16%) ] Loss: 1.8173 top1= 58.8068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8818 top1= 63.7720


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7828 top1= 66.9571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7727 top1= 64.4431

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 1.8107 top1= 57.3864

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E14B10 |   4928/60000 (  8%) ] Loss: 1.7543 top1= 59.6591

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E14B20 |   9408/60000 ( 16%) ] Loss: 1.7485 top1= 60.2273

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8251 top1= 65.6651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7086 top1= 68.6599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6971 top1= 66.7668

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 1.7442 top1= 60.7955

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E15B10 |   4928/60000 (  8%) ] Loss: 1.6837 top1= 62.5000

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E15B20 |   9408/60000 ( 16%) ] Loss: 1.6750 top1= 63.3523

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7645 top1= 67.7384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6292 top1= 70.4026


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6164 top1= 68.9103

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 1.6739 top1= 61.6477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E16B10 |   4928/60000 (  8%) ] Loss: 1.6096 top1= 64.4886

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E16B20 |   9408/60000 ( 16%) ] Loss: 1.5981 top1= 66.1932

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7006 top1= 69.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5456 top1= 72.2256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5317 top1= 71.0437

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 1.6010 top1= 62.5000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E17B10 |   4928/60000 (  8%) ] Loss: 1.5334 top1= 66.4773

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E17B20 |   9408/60000 ( 16%) ] Loss: 1.5190 top1= 67.8977

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6343 top1= 70.8333


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4594 top1= 73.8181


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4448 top1= 72.8866

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 1.5268 top1= 65.3409

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E18B10 |   4928/60000 (  8%) ] Loss: 1.4568 top1= 67.6136

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E18B20 |   9408/60000 ( 16%) ] Loss: 1.4397 top1= 69.8864

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5667 top1= 72.2857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3726 top1= 75.3506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3577 top1= 74.4892

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 1.4531 top1= 66.7614

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B10 |   4928/60000 (  8%) ] Loss: 1.3811 top1= 68.7500

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E19B20 |   9408/60000 ( 16%) ] Loss: 1.3621 top1= 72.1591

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4989 top1= 73.6378


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2872 top1= 76.5425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2724 top1= 76.0216

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 1.3810 top1= 67.0455

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E20B10 |   4928/60000 (  8%) ] Loss: 1.3077 top1= 70.1705

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E20B20 |   9408/60000 ( 16%) ] Loss: 1.2879 top1= 73.5795

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4322 top1= 74.8598


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2051 top1= 77.4940


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1908 top1= 77.3638

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 1.3121 top1= 68.7500

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E21B10 |   4928/60000 (  8%) ] Loss: 1.2381 top1= 71.0227

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E21B20 |   9408/60000 ( 16%) ] Loss: 1.2182 top1= 74.7159

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3676 top1= 75.9115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1281 top1= 78.6458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1145 top1= 78.5357

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 1.2473 top1= 70.1705

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E22B10 |   4928/60000 (  8%) ] Loss: 1.1730 top1= 73.0114

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E22B20 |   9408/60000 ( 16%) ] Loss: 1.1537 top1= 75.5682

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3059 top1= 76.8429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0570 top1= 79.6975


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0442 top1= 79.5773

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 1.1874 top1= 69.6023

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E23B10 |   4928/60000 (  8%) ] Loss: 1.1130 top1= 74.7159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E23B20 |   9408/60000 ( 16%) ] Loss: 1.0949 top1= 76.7045

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2476 top1= 77.5942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9924 top1= 80.3986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9802 top1= 80.3486

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 1.1323 top1= 70.7386

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.035



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E24B10 |   4928/60000 (  8%) ] Loss: 1.0582 top1= 75.5682

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.036



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E24B20 |   9408/60000 ( 16%) ] Loss: 1.0414 top1= 78.1250

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1932 top1= 78.3954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9344 top1= 81.2600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9225 top1= 81.2200

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 1.0821 top1= 72.1591

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E25B10 |   4928/60000 (  8%) ] Loss: 1.0084 top1= 76.1364

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.9932 top1= 78.9773

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1425 top1= 79.0164


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8825 top1= 82.0312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8708 top1= 81.8610

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 1.0367 top1= 72.4432

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E26B10 |   4928/60000 (  8%) ] Loss: 0.9632 top1= 76.1364

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.9497 top1= 78.9773

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0957 top1= 79.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8364 top1= 82.5120


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8247 top1= 82.6022

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.9954 top1= 73.5795

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E27B10 |   4928/60000 (  8%) ] Loss: 0.9222 top1= 77.2727

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.9102 top1= 79.8295

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0525 top1= 80.2083


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7954 top1= 82.9928


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7838 top1= 83.0829

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.9579 top1= 74.1477

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E28B10 |   4928/60000 (  8%) ] Loss: 0.8853 top1= 77.8409

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.8746 top1= 80.9659

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0129 top1= 80.6591


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7590 top1= 83.4135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7475 top1= 83.5837

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.9241 top1= 74.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E29B10 |   4928/60000 (  8%) ] Loss: 0.8520 top1= 78.4091

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.8423 top1= 80.9659

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9764 top1= 80.9996


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7266 top1= 83.7841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7152 top1= 84.0144

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.8931 top1= 75.2841

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E30B10 |   4928/60000 (  8%) ] Loss: 0.8218 top1= 78.6932

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.8129 top1= 81.2500

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9429 top1= 81.4002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6976 top1= 84.1947


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6865 top1= 84.3450

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.8648 top1= 75.2841

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.054



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E31B10 |   4928/60000 (  8%) ] Loss: 0.7943 top1= 79.2614

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.7860 top1= 81.5341

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.055



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9119 top1= 81.7208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6716 top1= 84.6054


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6608 top1= 84.6354

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.8389 top1= 75.2841

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E32B10 |   4928/60000 (  8%) ] Loss: 0.7694 top1= 79.5455

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.057



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.7615 top1= 82.9545

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.057



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8834 top1= 82.1514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6483 top1= 84.8858


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6378 top1= 84.8057

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.8151 top1= 75.5682

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.058



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079


[E33B10 |   4928/60000 (  8%) ] Loss: 0.7467 top1= 80.1136

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.059



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.7390 top1= 83.2386

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.059



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8570 top1= 82.4920


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6272 top1= 85.0661


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6170 top1= 85.1863

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.7931 top1= 76.9886

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.060



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E34B10 |   4928/60000 (  8%) ] Loss: 0.7259 top1= 80.3977

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.061



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.7182 top1= 83.5227

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8326 top1= 82.6623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6082 top1= 85.3666


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5983 top1= 85.4267

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.7729 top1= 76.9886

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E35B10 |   4928/60000 (  8%) ] Loss: 0.7067 top1= 80.3977

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.062



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.6989 top1= 83.8068

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.063



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8100 top1= 83.0329


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5909 top1= 85.6571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5813 top1= 85.5970

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.7541 top1= 77.5568

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.064



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E36B10 |   4928/60000 (  8%) ] Loss: 0.6891 top1= 80.6818

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.064



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.6811 top1= 84.3750

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7891 top1= 83.2532


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5751 top1= 85.8474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5658 top1= 85.8874

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.7367 top1= 77.8409

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.065



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E37B10 |   4928/60000 (  8%) ] Loss: 0.6729 top1= 81.2500

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.066



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.6646 top1= 84.9432

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.066



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7697 top1= 83.4635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5607 top1= 86.1178


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5518 top1= 86.1579

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.7207 top1= 78.9773

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.067



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.099


[E38B10 |   4928/60000 (  8%) ] Loss: 0.6579 top1= 81.8182

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.067



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.100


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.6491 top1= 84.9432

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.068



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7517 top1= 83.7139


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5475 top1= 86.2280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5389 top1= 86.3682

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.7056 top1= 79.8295

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103


[E39B10 |   4928/60000 (  8%) ] Loss: 0.6441 top1= 81.8182

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.104


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.6347 top1= 85.2273

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.069



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7349 top1= 83.8241


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5353 top1= 86.3782


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5271 top1= 86.5284

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.6915 top1= 79.8295

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E40B10 |   4928/60000 (  8%) ] Loss: 0.6314 top1= 82.3864

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.070



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.108


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.6212 top1= 85.2273

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.071



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7193 top1= 84.0144


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5240 top1= 86.5084


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5163 top1= 86.5986

