
=== 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)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

=== 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, 1, 0, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 3, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([6, 6, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 7, 7, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 8, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 8, 9, 8, 8], device='cuda:0')
Worker 11 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 |   4224/60000 (  7%) ] Loss: 2.2273 top1= 23.2955

=== 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 |   8064/60000 ( 13%) ] Loss: 2.1666 top1= 26.7045

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2959 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2825 top1= 15.0541


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2884 top1=  9.7456

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1180 top1= 19.8864

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.003



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.0905 top1= 16.4773

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0798 top1= 14.4886

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3710 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3071 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3129 top1=  9.7456

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0800 top1= 11.9318

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0728 top1= 12.7841

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.0748 top1= 12.5000

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4603 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3413 top1=  9.7456


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3531 top1=  9.7456

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.0742 top1= 12.2159

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.0566 top1= 13.3523

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.0535 top1= 13.6364

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5168 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3569 top1=  9.7957


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3743 top1=  9.7857

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.0467 top1= 15.0568

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.0246 top1= 15.0568

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E 5B20 |   8064/60000 ( 13%) ] Loss: 2.0208 top1= 16.7614

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5619 top1= 10.8273


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3655 top1= 15.9956


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3849 top1= 12.8906

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.0113 top1= 15.6250

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.055


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.9921 top1= 15.9091

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.9915 top1= 18.7500

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5991 top1= 15.8754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3696 top1= 19.5713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3919 top1= 16.8470

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.9804 top1= 17.8977

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.9620 top1= 19.6023

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.9648 top1= 21.3068

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6317 top1= 17.8686


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3720 top1= 21.2039


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3959 top1= 18.0288

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.9519 top1= 19.8864

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.9337 top1= 21.5909

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.9390 top1= 23.0114

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6602 top1= 18.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3732 top1= 23.1170


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3978 top1= 18.5196

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.9236 top1= 21.3068

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.9050 top1= 24.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.9125 top1= 23.8636

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6875 top1= 18.8001


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3737 top1= 24.9800


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4000 top1= 18.7400

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.8954 top1= 23.5795

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E10B10 |   4224/60000 (  7%) ] Loss: 1.8765 top1= 25.0000

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.8862 top1= 24.7159

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.079



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7135 top1= 18.8802


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3746 top1= 26.7127


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4027 top1= 18.8101

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.8679 top1= 25.5682

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E11B10 |   4224/60000 (  7%) ] Loss: 1.8498 top1= 26.1364

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.082


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.8624 top1= 26.4205

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7385 top1= 18.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3760 top1= 28.1751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4051 top1= 18.9103

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.8434 top1= 26.9886

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E12B10 |   4224/60000 (  7%) ] Loss: 1.8242 top1= 26.9886

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.8374 top1= 26.7045

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.086



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7632 top1= 18.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3794 top1= 29.6374


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4070 top1= 18.9503

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.8170 top1= 29.5455

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087


[E13B10 |   4224/60000 (  7%) ] Loss: 1.7963 top1= 28.6932

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.8135 top1= 28.4091

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7866 top1= 18.9704


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3827 top1= 30.5489


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4084 top1= 19.0004

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.7934 top1= 30.6818

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E14B10 |   4224/60000 (  7%) ] Loss: 1.7719 top1= 30.1136

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.090


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.7911 top1= 29.5455

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8063 top1= 18.9503


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3852 top1= 31.2300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4068 top1= 19.1306

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.7706 top1= 31.2500

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E15B10 |   4224/60000 (  7%) ] Loss: 1.7486 top1= 30.6818

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.7702 top1= 30.9659

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8268 top1= 18.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3879 top1= 31.9712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4065 top1= 19.2608

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.7502 top1= 31.8182

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E16B10 |   4224/60000 (  7%) ] Loss: 1.7283 top1= 31.8182

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.093


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.7519 top1= 32.9545

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.027



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8472 top1= 18.9804


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3907 top1= 32.6222


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4075 top1= 19.4311

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.7319 top1= 33.5227

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E17B10 |   4224/60000 (  7%) ] Loss: 1.7091 top1= 33.5227

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.7345 top1= 34.3750

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.095



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8682 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3939 top1= 33.5036


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4079 top1= 19.7416

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.7147 top1= 33.5227

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E18B10 |   4224/60000 (  7%) ] Loss: 1.6918 top1= 34.6591

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.028



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.7186 top1= 35.5114

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8907 top1= 19.0204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3971 top1= 34.4351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4101 top1= 20.1322

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.6984 top1= 34.3750

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E19B10 |   4224/60000 (  7%) ] Loss: 1.6757 top1= 35.2273

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.7039 top1= 35.5114

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9127 top1= 19.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4001 top1= 35.0861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4131 top1= 20.6030

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.6836 top1= 35.5114

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E20B10 |   4224/60000 (  7%) ] Loss: 1.6612 top1= 35.7955

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.029



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.099


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.6908 top1= 36.0795

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9333 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4034 top1= 35.5168


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4163 top1= 21.1839

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.6701 top1= 36.0795

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.029



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.100


[E21B10 |   4224/60000 (  7%) ] Loss: 1.6478 top1= 35.7955

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.6786 top1= 37.2159

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9533 top1= 19.0405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4070 top1= 35.8173


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4196 top1= 21.6947

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.6580 top1= 36.9318

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.102


[E22B10 |   4224/60000 (  7%) ] Loss: 1.6355 top1= 36.6477

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.102


[E22B20 |   8064/60000 ( 13%) ] Loss: 1.6673 top1= 38.6364

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.102



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9725 top1= 19.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4110 top1= 36.2881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4228 top1= 22.3658

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.6466 top1= 36.9318

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103


[E23B10 |   4224/60000 (  7%) ] Loss: 1.6243 top1= 37.2159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103


[E23B20 |   8064/60000 ( 13%) ] Loss: 1.6569 top1= 39.7727

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9911 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4154 top1= 36.7288


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4258 top1= 22.9067

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.6360 top1= 36.9318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E24B10 |   4224/60000 (  7%) ] Loss: 1.6138 top1= 38.3523

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E24B20 |   8064/60000 ( 13%) ] Loss: 1.6474 top1= 39.4886

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0092 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4201 top1= 37.0393


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4292 top1= 23.3073

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 1.6260 top1= 36.9318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E25B10 |   4224/60000 (  7%) ] Loss: 1.6039 top1= 38.9205

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105


[E25B20 |   8064/60000 ( 13%) ] Loss: 1.6383 top1= 39.4886

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0269 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4246 top1= 37.3798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4325 top1= 23.9183

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 1.6166 top1= 36.9318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E26B10 |   4224/60000 (  7%) ] Loss: 1.5947 top1= 38.9205

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E26B20 |   8064/60000 ( 13%) ] Loss: 1.6298 top1= 39.4886

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.031



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0436 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4292 top1= 37.6202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4357 top1= 24.3089

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 1.6077 top1= 37.5000

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.031



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E27B10 |   4224/60000 (  7%) ] Loss: 1.5860 top1= 39.4886

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E27B20 |   8064/60000 ( 13%) ] Loss: 1.6217 top1= 40.3409

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0587 top1= 19.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4335 top1= 38.0409


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4387 top1= 24.6494

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 1.5987 top1= 37.5000

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E28B10 |   4224/60000 (  7%) ] Loss: 1.5768 top1= 40.0568

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E28B20 |   8064/60000 ( 13%) ] Loss: 1.6130 top1= 41.4773

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0713 top1= 19.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4342 top1= 38.7019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4420 top1= 24.9800

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 1.5888 top1= 37.7841

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E29B10 |   4224/60000 (  7%) ] Loss: 1.5673 top1= 41.1932

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E29B20 |   8064/60000 ( 13%) ] Loss: 1.6040 top1= 41.1932

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0848 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4350 top1= 39.1526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4446 top1= 25.3105

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 1.5800 top1= 38.0682

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E30B10 |   4224/60000 (  7%) ] Loss: 1.5591 top1= 42.0455

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E30B20 |   8064/60000 ( 13%) ] Loss: 1.5964 top1= 41.7614

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0991 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4381 top1= 39.4732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4467 top1= 25.7312

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 1.5720 top1= 38.9205

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E31B10 |   4224/60000 (  7%) ] Loss: 1.5514 top1= 42.0455

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108


[E31B20 |   8064/60000 ( 13%) ] Loss: 1.5893 top1= 42.0455

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1136 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4417 top1= 39.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4491 top1= 25.9515

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 1.5643 top1= 39.7727

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109


[E32B10 |   4224/60000 (  7%) ] Loss: 1.5441 top1= 42.3295

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.032



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109


[E32B20 |   8064/60000 ( 13%) ] Loss: 1.5826 top1= 42.0455

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1279 top1= 19.0605


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4451 top1= 39.9639


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4518 top1= 26.2220

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 1.5568 top1= 40.3409

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.032



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.110


[E33B10 |   4224/60000 (  7%) ] Loss: 1.5371 top1= 42.8977

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.110


[E33B20 |   8064/60000 ( 13%) ] Loss: 1.5759 top1= 42.3295

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1419 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4481 top1= 40.3045


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4545 top1= 26.3722

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 1.5495 top1= 40.0568

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.110


[E34B10 |   4224/60000 (  7%) ] Loss: 1.5303 top1= 42.8977

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.111


[E34B20 |   8064/60000 ( 13%) ] Loss: 1.5691 top1= 43.1818

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1555 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4507 top1= 40.6751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4572 top1= 26.5625

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 1.5422 top1= 40.3409

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.111


[E35B10 |   4224/60000 (  7%) ] Loss: 1.5237 top1= 43.1818

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.111


[E35B20 |   8064/60000 ( 13%) ] Loss: 1.5626 top1= 43.4659

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1688 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4536 top1= 41.0256


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4599 top1= 26.7328

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 1.5355 top1= 40.6250

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.112


[E36B10 |   4224/60000 (  7%) ] Loss: 1.5174 top1= 43.4659

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.112


[E36B20 |   8064/60000 ( 13%) ] Loss: 1.5566 top1= 43.4659

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1817 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4570 top1= 41.3562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4625 top1= 26.9131

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 1.5294 top1= 40.6250

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.112


[E37B10 |   4224/60000 (  7%) ] Loss: 1.5116 top1= 44.0341

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113


[E37B20 |   8064/60000 ( 13%) ] Loss: 1.5512 top1= 43.4659

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.033



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1944 top1= 19.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4605 top1= 41.6066


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4651 top1= 27.0833

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 1.5239 top1= 40.9091

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113


[E38B10 |   4224/60000 (  7%) ] Loss: 1.5063 top1= 44.0341

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113


[E38B20 |   8064/60000 ( 13%) ] Loss: 1.5464 top1= 43.4659

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2067 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4641 top1= 41.8169


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4678 top1= 27.3237

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 1.5188 top1= 41.1932

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113


[E39B10 |   4224/60000 (  7%) ] Loss: 1.5012 top1= 43.7500

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114


[E39B20 |   8064/60000 ( 13%) ] Loss: 1.5417 top1= 43.4659

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2189 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4677 top1= 42.0172


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4706 top1= 27.6342

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 1.5137 top1= 41.4773

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114


[E40B10 |   4224/60000 (  7%) ] Loss: 1.4961 top1= 44.8864

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114


[E40B20 |   8064/60000 ( 13%) ] Loss: 1.5367 top1= 43.7500

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2316 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4713 top1= 42.1474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4737 top1= 27.8245

