
=== 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: 2.2498 top1= 19.0341

=== 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 |   8064/60000 ( 13%) ] Loss: 2.2125 top1= 26.4205

=== 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=2.2771 top1= 18.7600


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2773 top1= 17.8085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2836 top1= 16.6967

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1726 top1= 31.8182

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1386 top1= 36.6477

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.002



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.1082 top1= 40.3409

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2469 top1= 23.0369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2552 top1= 19.0204


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2602 top1= 27.7344

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0675 top1= 44.0341

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0401 top1= 44.6023

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.0122 top1= 44.6023

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2105 top1= 24.8397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2319 top1= 21.5845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2300 top1= 34.7556

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9690 top1= 50.0000

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.9453 top1= 50.0000

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.9160 top1= 53.1250

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1667 top1= 28.5557


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2027 top1= 30.3085


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1944 top1= 38.5917

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.8673 top1= 57.1023

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.8462 top1= 57.6705

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.8138 top1= 59.3750

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1149 top1= 36.5885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1661 top1= 34.1847


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1536 top1= 40.4547

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.7594 top1= 63.3523

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.7405 top1= 63.6364

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.7049 top1= 63.3523

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0532 top1= 42.3377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1211 top1= 35.8073


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1067 top1= 41.1558

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.6448 top1= 67.0455

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.6283 top1= 69.0341

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.5895 top1= 66.4773

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9808 top1= 47.6763


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0667 top1= 36.7788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0528 top1= 41.7568

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.5228 top1= 71.8750

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.5099 top1= 70.7386

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.4686 top1= 71.5909

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8982 top1= 53.0148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0028 top1= 37.4399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9926 top1= 41.9371

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.3966 top1= 75.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.3889 top1= 74.1477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.3472 top1= 75.0000

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8073 top1= 58.0028


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9307 top1= 38.2312


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9260 top1= 42.5681

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.2721 top1= 78.6932

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E10B10 |   4224/60000 (  7%) ] Loss: 1.2694 top1= 78.4091

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.2292 top1= 78.1250

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7100 top1= 62.0893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8525 top1= 39.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8532 top1= 44.8718

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.1518 top1= 80.3977

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E11B10 |   4224/60000 (  7%) ] Loss: 1.1540 top1= 79.8295

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.1171 top1= 79.2614

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6089 top1= 65.4147


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7719 top1= 41.6366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7756 top1= 48.5076

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.0385 top1= 82.6705

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E12B10 |   4224/60000 (  7%) ] Loss: 1.0465 top1= 81.5341

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.0146 top1= 80.9659

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5083 top1= 68.2392


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6875 top1= 43.9503


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6952 top1= 51.6627

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.9359 top1= 85.2273

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E13B10 |   4224/60000 (  7%) ] Loss: 0.9499 top1= 81.5341

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.9232 top1= 82.1023

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4106 top1= 70.3526


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6022 top1= 46.2440


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6148 top1= 53.8762

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.8445 top1= 85.5114

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E14B10 |   4224/60000 (  7%) ] Loss: 0.8647 top1= 82.3864

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.8429 top1= 84.3750

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3181 top1= 71.7949


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5184 top1= 48.6478


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5359 top1= 55.4387

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.7644 top1= 86.0795

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E15B10 |   4224/60000 (  7%) ] Loss: 0.7903 top1= 83.8068

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.7730 top1= 85.5114

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2323 top1= 73.1370


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4382 top1= 51.4323


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4613 top1= 56.5204

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.6948 top1= 87.2159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E16B10 |   4224/60000 (  7%) ] Loss: 0.7262 top1= 84.6591

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.7128 top1= 86.0795

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1541 top1= 74.1186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3629 top1= 53.8361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3920 top1= 57.5721

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.6348 top1= 88.0682

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E17B10 |   4224/60000 (  7%) ] Loss: 0.6713 top1= 85.5114

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.6606 top1= 86.6477

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0838 top1= 74.9199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2936 top1= 56.1198


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3284 top1= 58.7139

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.5832 top1= 88.9205

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E18B10 |   4224/60000 (  7%) ] Loss: 0.6244 top1= 86.3636

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.005



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


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.6156 top1= 87.5000

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0209 top1= 75.4908


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2301 top1= 58.4836


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2710 top1= 59.6955

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.5388 top1= 89.7727

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E19B10 |   4224/60000 (  7%) ] Loss: 0.5842 top1= 86.6477

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.5768 top1= 88.6364

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9649 top1= 75.8814


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1724 top1= 60.4667


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2194 top1= 60.8073

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.5007 top1= 89.7727

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E20B10 |   4224/60000 (  7%) ] Loss: 0.5496 top1= 86.9318

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.5431 top1= 89.2045

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9152 top1= 76.3622


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1204 top1= 62.2496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1729 top1= 61.7889

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4677 top1= 90.0568

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E21B10 |   4224/60000 (  7%) ] Loss: 0.5197 top1= 88.0682

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.5137 top1= 89.4886

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8711 top1= 77.0232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0738 top1= 64.3930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1314 top1= 62.6703

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4391 top1= 90.9091

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4937 top1= 88.9205

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.4878 top1= 90.6250

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8319 top1= 77.5341


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0320 top1= 66.1959


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0938 top1= 63.4115

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4143 top1= 91.7614

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4710 top1= 88.9205

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.4651 top1= 90.6250

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7969 top1= 78.1751


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9941 top1= 67.8586


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0604 top1= 64.0425

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.3928 top1= 91.7614

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4508 top1= 89.4886

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.4450 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=0.7655 top1= 78.8762


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9600 top1= 69.4111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0301 top1= 64.6534

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3738 top1= 91.7614

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4327 top1= 89.7727

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.4270 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=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7371 top1= 79.6775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9291 top1= 70.6030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0026 top1= 65.1843

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3571 top1= 91.7614

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E26B10 |   4224/60000 (  7%) ] Loss: 0.4165 top1= 89.4886

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.4107 top1= 90.6250

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7115 top1= 80.5489


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9011 top1= 71.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9779 top1= 65.6550

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3421 top1= 91.7614

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E27B10 |   4224/60000 (  7%) ] Loss: 0.4019 top1= 89.7727

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.3960 top1= 90.6250

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6883 top1= 81.2800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8759 top1= 72.7664


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9545 top1= 66.0156

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3288 top1= 91.7614

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3888 top1= 89.7727

=== 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 |   8064/60000 ( 13%) ] Loss: 0.3825 top1= 91.1932

=== 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=0.6673 top1= 81.8910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8529 top1= 73.6779


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9332 top1= 66.5264

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3170 top1= 92.0455

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3768 top1= 90.0568

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.3702 top1= 91.4773

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6482 top1= 82.5020


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8319 top1= 74.5092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9137 top1= 66.9872

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3062 top1= 91.7614

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



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3658 top1= 90.0568

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.3589 top1= 91.4773

=== 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=0.6307 top1= 83.0028


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8126 top1= 75.1302


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8956 top1= 67.3377

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.2965 top1= 92.0455

=== 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 |   4224/60000 (  7%) ] Loss: 0.3558 top1= 90.9091

=== 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 |   8064/60000 ( 13%) ] Loss: 0.3486 top1= 91.4773

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6146 top1= 83.6338


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7948 top1= 75.6010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8792 top1= 67.7784

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.2876 top1= 92.3295

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3465 top1= 91.1932

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.3392 top1= 91.4773

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5998 top1= 84.0645


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7785 top1= 75.9415


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8638 top1= 68.0789

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.2795 top1= 93.1818

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3379 top1= 91.7614

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.3304 top1= 91.4773

=== 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=0.5862 top1= 84.5753


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7635 top1= 76.5024


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8493 top1= 68.4896

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.2721 top1= 93.4659

=== 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 |   4224/60000 (  7%) ] Loss: 0.3298 top1= 92.0455

=== 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 |   8064/60000 ( 13%) ] Loss: 0.3222 top1= 91.7614

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5737 top1= 84.9659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7495 top1= 76.9131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8361 top1= 68.7300

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.2652 top1= 93.4659

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3223 top1= 92.0455

=== 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 |   8064/60000 ( 13%) ] Loss: 0.3145 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=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5620 top1= 85.2664


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7367 top1= 77.3538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8235 top1= 69.0505

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.2589 top1= 93.4659

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3152 top1= 92.0455

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.3074 top1= 92.3295

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5512 top1= 85.4868


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7247 top1= 77.7344


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8116 top1= 69.3209

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.2530 top1= 93.4659

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3086 top1= 92.0455

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.3007 top1= 92.3295

=== 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=0.5411 top1= 85.7873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7135 top1= 77.9948


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8010 top1= 69.6514

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2474 top1= 93.7500

=== 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 |   4224/60000 (  7%) ] Loss: 0.3024 top1= 92.0455

=== 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 |   8064/60000 ( 13%) ] Loss: 0.2945 top1= 92.6136

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5316 top1= 86.0477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7030 top1= 78.2752


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7909 top1= 69.8818

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2422 top1= 93.7500

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E39B10 |   4224/60000 (  7%) ] Loss: 0.2964 top1= 92.3295

=== 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 |   8064/60000 ( 13%) ] Loss: 0.2886 top1= 92.6136

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5228 top1= 86.3482


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6931 top1= 78.7059


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7811 top1= 70.2224

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2374 top1= 93.7500

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E40B10 |   4224/60000 (  7%) ] Loss: 0.2908 top1= 92.6136

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2831 top1= 92.6136

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5145 top1= 86.5485


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6840 top1= 78.9062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7717 top1= 70.5629

