
=== 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
=> Add worker LabelFlippingWorker

=== 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([1, 1, 1, 1, 1], device='cuda:0')
Worker 12 has targets: tensor([0, 0, 1, 0, 0], device='cuda:0')
Worker 13 has targets: tensor([0, 0, 0, 0, 0], 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: 2.2418 top1= 20.7386

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



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


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.2010 top1= 25.8523

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2883 top1= 13.7821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2859 top1= 21.3141


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2910 top1= 16.6567

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.1392 top1= 39.2045

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.0922 top1= 41.4773

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.0534 top1= 41.7614

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2802 top1= 20.7332


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2924 top1= 21.3942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2823 top1= 20.9435

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.9910 top1= 46.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.9504 top1= 45.7386

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.9190 top1= 44.3182

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2780 top1= 20.9635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3193 top1= 21.2540


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2727 top1= 26.8229

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.8588 top1= 49.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.8247 top1= 49.4318

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 4B20 |   9408/60000 ( 16%) ] Loss: 1.7974 top1= 47.4432

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2745 top1= 21.0737


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3516 top1= 21.4543


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2624 top1= 32.4519

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.7374 top1= 53.1250

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.7060 top1= 53.1250

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.6801 top1= 53.6932

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2631 top1= 21.5144


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3766 top1= 22.4159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2521 top1= 37.7604

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.6201 top1= 56.5341

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.5895 top1= 57.9545

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.5643 top1= 56.8182

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2420 top1= 22.9467


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3882 top1= 24.0084


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2381 top1= 40.1943

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.5046 top1= 60.5114

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.4745 top1= 61.6477

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.4493 top1= 60.7955

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2113 top1= 25.2103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3870 top1= 26.7228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2194 top1= 41.2760

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.3904 top1= 65.3409

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.3600 top1= 65.9091

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.3356 top1= 63.6364

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1725 top1= 27.4639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3748 top1= 29.7276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1953 top1= 42.1174

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.2785 top1= 68.4659

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 9B10 |   4928/60000 (  8%) ] Loss: 1.2472 top1= 69.0341

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 9B20 |   9408/60000 ( 16%) ] Loss: 1.2241 top1= 67.0455

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1284 top1= 29.6775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3553 top1= 32.1615


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1659 top1= 42.9087

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 1.1707 top1= 71.8750

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E10B10 |   4928/60000 (  8%) ] Loss: 1.1383 top1= 73.8636

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E10B20 |   9408/60000 ( 16%) ] Loss: 1.1167 top1= 69.6023

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0823 top1= 33.5236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3317 top1= 33.7440


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1338 top1= 45.2224

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 1.0686 top1= 75.0000

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E11B10 |   4928/60000 (  8%) ] Loss: 1.0351 top1= 77.2727

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E11B20 |   9408/60000 ( 16%) ] Loss: 1.0156 top1= 73.0114

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0361 top1= 39.1126


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3063 top1= 35.0160


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0986 top1= 47.4960

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.9734 top1= 77.8409

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E12B10 |   4928/60000 (  8%) ] Loss: 0.9395 top1= 80.3977

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.9235 top1= 74.7159

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9918 top1= 44.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2795 top1= 35.9175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0626 top1= 49.5292

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.8874 top1= 80.1136

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E13B10 |   4928/60000 (  8%) ] Loss: 0.8537 top1= 81.5341

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.8409 top1= 77.8409

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9514 top1= 47.8566


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2532 top1= 37.2296


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0283 top1= 50.8614

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.8107 top1= 82.9545

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E14B10 |   4928/60000 (  8%) ] Loss: 0.7774 top1= 83.5227

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.7675 top1= 80.3977

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9159 top1= 50.7212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2304 top1= 39.0124


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9969 top1= 51.9231

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.7432 top1= 84.9432

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E15B10 |   4928/60000 (  8%) ] Loss: 0.7103 top1= 84.3750

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.7036 top1= 82.3864

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8864 top1= 53.0449


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2109 top1= 40.5549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9703 top1= 52.7644

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.6846 top1= 84.9432

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E16B10 |   4928/60000 (  8%) ] Loss: 0.6521 top1= 84.9432

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.6483 top1= 84.3750

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8627 top1= 55.1983


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1933 top1= 41.6867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9480 top1= 53.3053

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.6340 top1= 84.9432

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E17B10 |   4928/60000 (  8%) ] Loss: 0.6015 top1= 86.9318

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.6004 top1= 85.7955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8451 top1= 56.8810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1787 top1= 42.9287


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9311 top1= 53.8662

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.5902 top1= 85.7955

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E18B10 |   4928/60000 (  8%) ] Loss: 0.5573 top1= 87.5000

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.5585 top1= 86.6477

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.005



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8330 top1= 58.0729


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1676 top1= 43.8401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9194 top1= 54.4071

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.5518 top1= 86.6477

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E19B10 |   4928/60000 (  8%) ] Loss: 0.5185 top1= 87.7841

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.5220 top1= 87.2159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8259 top1= 59.2448


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1599 top1= 44.7516


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9130 top1= 55.0581

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.5187 top1= 87.5000

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E20B10 |   4928/60000 (  8%) ] Loss: 0.4851 top1= 88.3523

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.4906 top1= 88.0682

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8224 top1= 60.1863


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1546 top1= 45.8033


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9112 top1= 55.4387

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.4900 top1= 88.9205

=== 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 |   4928/60000 (  8%) ] Loss: 0.4562 top1= 89.2045

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.4635 top1= 89.2045

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8221 top1= 61.1579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1516 top1= 46.8550


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9124 top1= 56.0397

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.4651 top1= 89.2045

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E22B10 |   4928/60000 (  8%) ] Loss: 0.4309 top1= 90.0568

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.4398 top1= 89.2045

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8248 top1= 61.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1509 top1= 47.6763


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9173 top1= 56.4103

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.4433 top1= 89.4886

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E23B10 |   4928/60000 (  8%) ] Loss: 0.4087 top1= 90.6250

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.4191 top1= 89.4886

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8301 top1= 62.4499


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1527 top1= 48.5176


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9244 top1= 56.7308

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.4240 top1= 89.7727

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3890 top1= 90.9091

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.4008 top1= 90.3409

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8375 top1= 62.9908


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1567 top1= 49.3490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9336 top1= 57.1414

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.4070 top1= 90.0568

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E25B10 |   4928/60000 (  8%) ] Loss: 0.3716 top1= 91.4773

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.3847 top1= 90.6250

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8469 top1= 63.5417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1627 top1= 50.1803


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9446 top1= 57.5220

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3917 top1= 90.3409

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E26B10 |   4928/60000 (  8%) ] Loss: 0.3560 top1= 91.7614

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3703 top1= 91.1932

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8577 top1= 63.8421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1702 top1= 50.9315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9573 top1= 57.7724

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.3780 top1= 90.9091

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E27B10 |   4928/60000 (  8%) ] Loss: 0.3421 top1= 91.7614

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.3574 top1= 91.4773

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8699 top1= 64.2528


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1794 top1= 51.6226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9711 top1= 58.1230

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.3657 top1= 91.1932

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E28B10 |   4928/60000 (  8%) ] Loss: 0.3296 top1= 92.0455

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.3458 top1= 91.7614

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8830 top1= 64.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1895 top1= 52.2636


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9858 top1= 58.3834

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.3545 top1= 91.7614

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E29B10 |   4928/60000 (  8%) ] Loss: 0.3182 top1= 92.6136

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.3353 top1= 91.7614

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8968 top1= 64.9339


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2006 top1= 52.8746


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0011 top1= 58.5938

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.3443 top1= 92.3295

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E30B10 |   4928/60000 (  8%) ] Loss: 0.3078 top1= 92.6136

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.3258 top1= 91.7614

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9112 top1= 65.2344


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2124 top1= 53.4054


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0169 top1= 58.7640

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.3350 top1= 92.6136

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E31B10 |   4928/60000 (  8%) ] Loss: 0.2984 top1= 92.8977

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.3172 top1= 91.7614

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9261 top1= 65.4347


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2249 top1= 53.8261


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0333 top1= 58.9243

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.3263 top1= 92.6136

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E32B10 |   4928/60000 (  8%) ] Loss: 0.2897 top1= 93.1818

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.3092 top1= 91.7614

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9413 top1= 65.6150


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2379 top1= 54.1867


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0499 top1= 59.0745

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.3183 top1= 92.6136

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E33B10 |   4928/60000 (  8%) ] Loss: 0.2818 top1= 93.1818

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.3019 top1= 92.3295

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9567 top1= 65.8153


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2514 top1= 54.6074


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0664 top1= 59.1847

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.3109 top1= 92.0455

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E34B10 |   4928/60000 (  8%) ] Loss: 0.2744 top1= 93.1818

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2952 top1= 92.0455

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9723 top1= 65.9555


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2651 top1= 54.9279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0831 top1= 59.2949

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.3040 top1= 92.0455

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E35B10 |   4928/60000 (  8%) ] Loss: 0.2676 top1= 93.1818

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2889 top1= 92.0455

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9882 top1= 66.0557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2791 top1= 55.2284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0997 top1= 59.4651

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.2976 top1= 92.3295

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E36B10 |   4928/60000 (  8%) ] Loss: 0.2612 top1= 93.1818

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.2831 top1= 92.0455

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0042 top1= 66.1959


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2935 top1= 55.5288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1166 top1= 59.5753

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.2915 top1= 92.3295

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B10 |   4928/60000 (  8%) ] Loss: 0.2553 top1= 93.1818

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.2776 top1= 92.0455

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0203 top1= 66.2660


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3080 top1= 55.7792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1338 top1= 59.6655

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.2858 top1= 92.6136

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E38B10 |   4928/60000 (  8%) ] Loss: 0.2499 top1= 93.4659

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.2724 top1= 92.3295

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0363 top1= 66.3662


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3227 top1= 56.0196


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1511 top1= 59.7957

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.2804 top1= 92.6136

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E39B10 |   4928/60000 (  8%) ] Loss: 0.2447 top1= 93.4659

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.2676 top1= 92.6136

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0523 top1= 66.4864


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3374 top1= 56.3201


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1678 top1= 59.9259

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.2753 top1= 92.8977

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E40B10 |   4928/60000 (  8%) ] Loss: 0.2398 top1= 93.4659

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.2630 top1= 92.8977

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0681 top1= 66.5665


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3522 top1= 56.6106


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1843 top1= 60.1462

