
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 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 |   4576/60000 (  8%) ] Loss: 2.2450 top1= 21.5909

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



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


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.1992 top1= 26.9886

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2830 top1= 11.0978


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2761 top1= 20.2825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2852 top1= 20.6130

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1564 top1= 29.8295

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1350 top1= 26.7045

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.1034 top1= 20.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2952 top1= 17.0974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2663 top1= 15.4547


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2809 top1= 16.5264

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.0774 top1= 19.0341

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 3B10 |   4576/60000 (  8%) ] Loss: 2.0787 top1= 17.3295

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B20 |   8736/60000 ( 15%) ] Loss: 2.0584 top1= 17.0455

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3821 top1= 18.9002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2932 top1= 18.6398


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3206 top1= 15.6450

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 2.0523 top1= 16.4773

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 4B10 |   4576/60000 (  8%) ] Loss: 2.0656 top1= 16.4773

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 4B20 |   8736/60000 ( 15%) ] Loss: 2.0435 top1= 17.0455

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.009



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5190 top1= 18.6198


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3410 top1= 18.2492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3914 top1= 14.9038

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 2.0385 top1= 17.0455

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 5B10 |   4576/60000 (  8%) ] Loss: 2.0500 top1= 17.8977

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 5B20 |   8736/60000 ( 15%) ] Loss: 2.0211 top1= 17.6136

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6409 top1= 18.4395


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3774 top1= 17.6883


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4439 top1= 15.8253

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 2.0100 top1= 17.8977

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E 6B10 |   4576/60000 (  8%) ] Loss: 2.0161 top1= 18.4659

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.9822 top1= 18.7500

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7353 top1= 18.4796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3949 top1= 17.8385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4722 top1= 16.7067

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.9662 top1= 19.6023

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.9686 top1= 19.8864

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.9316 top1= 20.1705

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8105 top1= 18.5697


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4032 top1= 19.8017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4859 top1= 17.2175

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.9142 top1= 21.8750

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.9174 top1= 21.0227

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.061


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.8830 top1= 21.3068

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8740 top1= 18.6298


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4112 top1= 21.3241


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4922 top1= 17.4579

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.8659 top1= 22.4432

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.8711 top1= 24.4318

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.8404 top1= 23.2955

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9304 top1= 18.6899


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4177 top1= 22.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4981 top1= 17.7183

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.8227 top1= 24.1477

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E10B10 |   4576/60000 (  8%) ] Loss: 1.8295 top1= 25.5682

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.8006 top1= 26.1364

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9827 top1= 18.7200


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4189 top1= 23.5276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5015 top1= 17.9287

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.7822 top1= 26.1364

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E11B10 |   4576/60000 (  8%) ] Loss: 1.7935 top1= 26.9886

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.7673 top1= 27.5568

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0286 top1= 18.7700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4235 top1= 24.1286


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5029 top1= 18.0489

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.7492 top1= 26.9886

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E12B10 |   4576/60000 (  8%) ] Loss: 1.7640 top1= 27.8409

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.7403 top1= 27.8409

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0698 top1= 18.8001


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4285 top1= 24.6695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5054 top1= 18.1991

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.7220 top1= 27.5568

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.080


[E13B10 |   4576/60000 (  8%) ] Loss: 1.7397 top1= 28.1250

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.7178 top1= 28.1250

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1075 top1= 18.8201


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4332 top1= 25.1002


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5086 top1= 18.3093

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.6990 top1= 28.4091

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E14B10 |   4576/60000 (  8%) ] Loss: 1.7190 top1= 28.1250

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.6987 top1= 28.9773

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1419 top1= 18.8502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4377 top1= 25.4006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5117 top1= 18.4996

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.6791 top1= 30.6818

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E15B10 |   4576/60000 (  8%) ] Loss: 1.7009 top1= 28.6932

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.6819 top1= 29.8295

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1740 top1= 18.8902


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4418 top1= 25.7011


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5145 top1= 18.7099

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.6615 top1= 31.5341

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E16B10 |   4576/60000 (  8%) ] Loss: 1.6846 top1= 29.2614

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.6659 top1= 30.1136

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2047 top1= 18.9002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4454 top1= 26.0417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5172 top1= 18.9303

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.6449 top1= 31.5341

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086


[E17B10 |   4576/60000 (  8%) ] Loss: 1.6683 top1= 30.3977

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.6509 top1= 30.3977

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2336 top1= 18.9103


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4495 top1= 26.3822


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5197 top1= 19.1506

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.6305 top1= 32.3864

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E18B10 |   4576/60000 (  8%) ] Loss: 1.6547 top1= 32.3864

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.6378 top1= 30.6818

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2602 top1= 18.9303


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4534 top1= 26.6727


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5221 top1= 19.4111

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.6173 top1= 33.2386

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E19B10 |   4576/60000 (  8%) ] Loss: 1.6424 top1= 32.6705

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.6262 top1= 30.6818

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2852 top1= 18.9704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4571 top1= 26.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5244 top1= 19.5613

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.6053 top1= 33.5227

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E20B10 |   4576/60000 (  8%) ] Loss: 1.6312 top1= 32.9545

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.6155 top1= 30.9659

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3090 top1= 19.0004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4606 top1= 27.1034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5267 top1= 19.8217

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.5944 top1= 34.3750

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E21B10 |   4576/60000 (  8%) ] Loss: 1.6211 top1= 34.3750

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.6052 top1= 31.5341

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3324 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4641 top1= 27.4038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5255 top1= 20.1823

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.5825 top1= 34.3750

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E22B10 |   4576/60000 (  8%) ] Loss: 1.6091 top1= 34.9432

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E22B20 |   8736/60000 ( 15%) ] Loss: 1.5916 top1= 32.9545

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3574 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4674 top1= 27.6142


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5106 top1= 20.6030

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.5699 top1= 35.2273

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E23B10 |   4576/60000 (  8%) ] Loss: 1.5987 top1= 35.5114

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E23B20 |   8736/60000 ( 15%) ] Loss: 1.5820 top1= 33.8068

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3778 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4706 top1= 27.7143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5081 top1= 20.9235

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.5611 top1= 34.9432

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E24B10 |   4576/60000 (  8%) ] Loss: 1.5906 top1= 35.7955

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E24B20 |   8736/60000 ( 15%) ] Loss: 1.5732 top1= 34.3750

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3924 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4736 top1= 27.9347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5048 top1= 21.1739

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 1.5519 top1= 34.9432

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E25B10 |   4576/60000 (  8%) ] Loss: 1.5802 top1= 36.0795

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E25B20 |   8736/60000 ( 15%) ] Loss: 1.5628 top1= 34.6591

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4062 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4765 top1= 28.1350


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4971 top1= 21.4944

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 1.5416 top1= 34.9432

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E26B10 |   4576/60000 (  8%) ] Loss: 1.5720 top1= 36.0795

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E26B20 |   8736/60000 ( 15%) ] Loss: 1.5557 top1= 35.7955

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4230 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4791 top1= 28.4355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4971 top1= 21.7147

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 1.5338 top1= 35.2273

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E27B10 |   4576/60000 (  8%) ] Loss: 1.5605 top1= 36.0795

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E27B20 |   8736/60000 ( 15%) ] Loss: 1.5379 top1= 37.2159

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4428 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4817 top1= 28.7560


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4845 top1= 22.3758

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 1.5142 top1= 36.9318

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E28B10 |   4576/60000 (  8%) ] Loss: 1.5424 top1= 36.9318

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E28B20 |   8736/60000 ( 15%) ] Loss: 1.5255 top1= 37.5000

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4457 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4717 top1= 29.8778


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4866 top1= 22.5761

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 1.4979 top1= 37.7841

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E29B10 |   4576/60000 (  8%) ] Loss: 1.5269 top1= 37.2159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E29B20 |   8736/60000 ( 15%) ] Loss: 1.5101 top1= 38.0682

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4567 top1= 19.1306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4654 top1= 30.5589


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4894 top1= 22.8165

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 1.4878 top1= 39.2045

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E30B10 |   4576/60000 (  8%) ] Loss: 1.5200 top1= 37.7841

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E30B20 |   8736/60000 ( 15%) ] Loss: 1.5032 top1= 38.6364

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4716 top1= 19.1406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4659 top1= 30.9495


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4918 top1= 22.9367

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 1.4815 top1= 40.0568

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E31B10 |   4576/60000 (  8%) ] Loss: 1.5146 top1= 38.0682

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E31B20 |   8736/60000 ( 15%) ] Loss: 1.4979 top1= 38.6364

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4867 top1= 19.1406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4677 top1= 31.2300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4939 top1= 23.0669

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 1.4761 top1= 40.3409

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E32B10 |   4576/60000 (  8%) ] Loss: 1.5098 top1= 38.0682

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E32B20 |   8736/60000 ( 15%) ] Loss: 1.4931 top1= 39.4886

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5016 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4697 top1= 31.5705


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4959 top1= 23.1971

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 1.4712 top1= 40.3409

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E33B10 |   4576/60000 (  8%) ] Loss: 1.5055 top1= 38.0682

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E33B20 |   8736/60000 ( 15%) ] Loss: 1.4887 top1= 39.7727

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5164 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4719 top1= 31.7909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4981 top1= 23.3273

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 1.4665 top1= 40.3409

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E34B10 |   4576/60000 (  8%) ] Loss: 1.5013 top1= 38.6364

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097


[E34B20 |   8736/60000 ( 15%) ] Loss: 1.4845 top1= 40.0568

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5310 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4738 top1= 32.1214


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5002 top1= 23.4375

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 1.4619 top1= 40.3409

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097


[E35B10 |   4576/60000 (  8%) ] Loss: 1.4972 top1= 38.9205

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097


[E35B20 |   8736/60000 ( 15%) ] Loss: 1.4799 top1= 40.3409

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5463 top1= 19.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4743 top1= 32.5421


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5024 top1= 23.6078

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 1.4564 top1= 40.9091

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097


[E36B10 |   4576/60000 (  8%) ] Loss: 1.4924 top1= 39.2045

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E36B20 |   8736/60000 ( 15%) ] Loss: 1.4746 top1= 40.3409

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5620 top1= 19.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4752 top1= 32.8125


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5044 top1= 23.6478

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 1.4513 top1= 41.1932

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E37B10 |   4576/60000 (  8%) ] Loss: 1.4881 top1= 39.7727

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E37B20 |   8736/60000 ( 15%) ] Loss: 1.4702 top1= 40.6250

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5764 top1= 19.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4769 top1= 33.0629


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5063 top1= 23.7580

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 1.4471 top1= 41.1932

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E38B10 |   4576/60000 (  8%) ] Loss: 1.4841 top1= 39.7727

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E38B20 |   8736/60000 ( 15%) ] Loss: 1.4661 top1= 40.6250

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5899 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4787 top1= 33.2933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5083 top1= 23.8782

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 1.4432 top1= 41.1932

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E39B10 |   4576/60000 (  8%) ] Loss: 1.4800 top1= 40.3409

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E39B20 |   8736/60000 ( 15%) ] Loss: 1.4614 top1= 40.6250

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6033 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4793 top1= 33.6238


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5103 top1= 23.9784

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 1.4393 top1= 41.1932

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E40B10 |   4576/60000 (  8%) ] Loss: 1.4748 top1= 40.6250

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E40B20 |   8736/60000 ( 15%) ] Loss: 1.4566 top1= 41.1932

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6165 top1= 19.2007


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4798 top1= 33.7340


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5124 top1= 24.0585

