
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker BitFlippingWorker

=== 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: 2.2568 top1= 17.8977

=== 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: 2.2193 top1= 25.2841

=== 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=2.2808 top1= 17.8486


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2804 top1= 17.3578


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2860 top1= 15.1542

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1795 top1= 28.9773

=== 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: 2.1464 top1= 31.5341

=== 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: 2.1169 top1= 36.0795

=== 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=2.2559 top1= 19.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2649 top1= 18.5897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2667 top1= 24.1687

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0771 top1= 38.0682

=== 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: 2.0519 top1= 38.3523

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.003



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


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.0261 top1= 40.0568

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2277 top1= 19.9920


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2513 top1= 20.5028


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2422 top1= 29.4371

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9839 top1= 45.7386

=== 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: 1.9633 top1= 44.3182

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.9376 top1= 47.7273

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1942 top1= 21.0036


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2341 top1= 28.2953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2138 top1= 32.8826

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.8907 top1= 50.5682

=== 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: 1.8737 top1= 50.5682

=== 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: 1.8453 top1= 53.6932

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.005



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1542 top1= 31.0897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2112 top1= 33.7139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1813 top1= 34.8057

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.7933 top1= 56.2500

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.7793 top1= 57.9545

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.7469 top1= 59.0909

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1063 top1= 38.7019


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1814 top1= 35.5869


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1446 top1= 35.7772

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.6901 top1= 61.0795

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.6787 top1= 62.5000

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.6423 top1= 61.9318

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



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0497 top1= 46.0337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1437 top1= 36.6186


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1029 top1= 36.4683

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.5804 top1= 65.0568

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.5722 top1= 65.3409

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



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.5313 top1= 66.1932

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



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9847 top1= 52.8946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0986 top1= 37.3998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0558 top1= 37.0092

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.4649 top1= 71.0227

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.4614 top1= 68.1818

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.4164 top1= 71.0227

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9136 top1= 59.4752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0479 top1= 37.9006


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0050 top1= 38.2812

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.3476 top1= 73.5795

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E10B10 |   4224/60000 (  7%) ] Loss: 1.3498 top1= 71.0227

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.3027 top1= 75.5682

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8404 top1= 64.6034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9944 top1= 38.4014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9532 top1= 42.4479

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.2330 top1= 76.9886

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E11B10 |   4224/60000 (  7%) ] Loss: 1.2413 top1= 73.5795

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.1936 top1= 78.4091

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7678 top1= 68.3193


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9404 top1= 39.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9005 top1= 46.8249

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.1234 top1= 79.2614

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E12B10 |   4224/60000 (  7%) ] Loss: 1.1384 top1= 76.7045

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.0905 top1= 80.6818

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6985 top1= 70.5629


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8900 top1= 41.6366


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8507 top1= 50.5409

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.0209 top1= 81.2500

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E13B10 |   4224/60000 (  7%) ] Loss: 1.0448 top1= 79.2614

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.9985 top1= 82.3864

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



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6390 top1= 72.2155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8448 top1= 43.8502


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8083 top1= 53.1050

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.9315 top1= 82.9545

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E14B10 |   4224/60000 (  7%) ] Loss: 0.9643 top1= 80.1136

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.9196 top1= 83.8068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5935 top1= 73.3974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8075 top1= 46.5946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7761 top1= 54.7776

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.8558 top1= 84.9432

=== 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: 0.8969 top1= 83.2386

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.8528 top1= 84.6591

=== 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=1.5639 top1= 74.4191


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7814 top1= 49.3490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7565 top1= 56.3001

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.7931 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: 0.8424 top1= 82.9545

=== 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: 0.7975 top1= 85.2273

=== 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=1.5529 top1= 75.0501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7695 top1= 51.8229


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7528 top1= 57.5321

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.7427 top1= 87.2159

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



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E17B10 |   4224/60000 (  7%) ] Loss: 0.8004 top1= 84.0909

=== 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: 0.7532 top1= 85.7955

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5642 top1= 75.5709


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7755 top1= 54.0665


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7695 top1= 58.5337

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.7053 top1= 87.5000

=== 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: 0.7708 top1= 84.3750

=== 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: 0.7207 top1= 86.9318

=== 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=1.6014 top1= 75.9916


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8053 top1= 55.9495


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8093 top1= 59.5954

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.6818 top1= 88.0682

=== 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: 0.7551 top1= 85.5114

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.7009 top1= 86.6477

=== 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=1.6709 top1= 76.2320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8656 top1= 57.7324


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8762 top1= 60.4367

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.6748 top1= 88.3523

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E20B10 |   4224/60000 (  7%) ] Loss: 0.7569 top1= 84.9432

=== 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: 0.6982 top1= 86.9318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7812 top1= 76.4924


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9630 top1= 58.7841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9796 top1= 61.4283

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.6865 top1= 88.3523

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E21B10 |   4224/60000 (  7%) ] Loss: 0.7805 top1= 86.0795

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



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


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.7156 top1= 86.9318

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9448 top1= 76.3922


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1084 top1= 59.8858


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1324 top1= 61.9892

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.7199 top1= 88.0682

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



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


[E22B10 |   4224/60000 (  7%) ] Loss: 0.8313 top1= 87.5000

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.005



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


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.7590 top1= 87.5000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.005



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1871 top1= 76.1619


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3219 top1= 60.6571


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3547 top1= 62.3598

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.7842 top1= 88.6364

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.005



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


[E23B10 |   4224/60000 (  7%) ] Loss: 0.9217 top1= 86.3636

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.005



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


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.8414 top1= 87.2159

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.005



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5557 top1= 75.7712


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6410 top1= 61.1779


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6838 top1= 62.6603

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.8990 top1= 88.6364

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.005



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


[E24B10 |   4224/60000 (  7%) ] Loss: 1.0824 top1= 86.0795

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.005



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


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.9960 top1= 87.7841

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1731 top1= 73.8582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1495 top1= 61.1679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2079 top1= 62.4299

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 1.1191 top1= 88.6364

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E25B10 |   4224/60000 (  7%) ] Loss: 1.4058 top1= 85.7955

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E25B20 |   8064/60000 ( 13%) ] Loss: 1.3396 top1= 87.5000

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4911 top1= 66.0256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0948 top1= 60.1362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1895 top1= 61.0477

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 1.6720 top1= 87.5000

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E26B10 |   4224/60000 (  7%) ] Loss: 2.4008 top1= 85.5114

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E26B20 |   8064/60000 ( 13%) ] Loss: 2.9416 top1= 85.7955

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.3180 top1=  9.7656


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.5925 top1= 55.7792


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.8977 top1= 53.1450

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 14.0297 top1= 82.9545

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.222



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=0.034


[E27B10 |   4224/60000 (  7%) ] Loss: 274.2312 top1= 77.5568

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.355



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.018
clique2_consensus_distance=0.082


[E27B20 |   8064/60000 ( 13%) ] Loss: 322.1243 top1= 71.3068

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.402



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.019
clique2_consensus_distance=0.125



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=378.8343 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=61.3241 top1= 26.7929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=43.9997 top1= 40.3245

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 209.2101 top1= 71.0227

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.172



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=0.218


[E28B10 |   4224/60000 (  7%) ] Loss: 335.5149 top1= 78.1250

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.188



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=0.213


[E28B20 |   8064/60000 ( 13%) ] Loss: 392.2419 top1= 84.3750

=== Log global consensus distance @ E28B20 ===
consensus_distance=1.285



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=0.225



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=336.8573 top1= 11.0276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=56.7998 top1= 43.1490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=34.0896 top1= 48.7380

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 197.7529 top1= 85.5114

=== Log global consensus distance @ E29B0 ===
consensus_distance=1.140



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=0.443


[E29B10 |   4224/60000 (  7%) ] Loss: 319.5734 top1= 86.6477

=== Log global consensus distance @ E29B10 ===
consensus_distance=1.167



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=0.443


[E29B20 |   8064/60000 ( 13%) ] Loss: 411.4140 top1= 86.9318

=== Log global consensus distance @ E29B20 ===
consensus_distance=1.282



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=0.509



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=55.0629 top1= 57.2416


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=113.6445 top1= 25.3105


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=28.3358 top1= 48.2572

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 119.2989 top1= 69.3182

=== Log global consensus distance @ E30B0 ===
consensus_distance=1.182



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.037
clique2_consensus_distance=0.627


[E30B10 |   4224/60000 (  7%) ] Loss: 114.9516 top1= 89.4886

=== Log global consensus distance @ E30B10 ===
consensus_distance=1.295



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.084
clique2_consensus_distance=0.558


[E30B20 |   8064/60000 ( 13%) ] Loss: 79.0968 top1= 77.2727

=== Log global consensus distance @ E30B20 ===
consensus_distance=1.419



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=0.689



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13.4847 top1= 64.6434


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=36.9269 top1= 55.3986


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=18.5093 top1= 53.4756

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 154.3373 top1= 85.7955

=== Log global consensus distance @ E31B0 ===
consensus_distance=1.478



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.160
clique2_consensus_distance=0.543


[E31B10 |   4224/60000 (  7%) ] Loss: 34.1153 top1= 89.2045

=== Log global consensus distance @ E31B10 ===
consensus_distance=1.571



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.204
clique2_consensus_distance=0.484


[E31B20 |   8064/60000 ( 13%) ] Loss: 13.3180 top1= 70.7386

=== Log global consensus distance @ E31B20 ===
consensus_distance=1.590



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.096
clique2_consensus_distance=0.518



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2957 top1= 60.4968


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=8.0118 top1= 61.1879


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.9994 top1= 51.4523

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 92.8549 top1= 78.9773

=== Log global consensus distance @ E32B0 ===
consensus_distance=1.803



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.403
clique2_consensus_distance=0.933


[E32B10 |   4224/60000 (  7%) ] Loss: 6.5122 top1= 71.0227

=== Log global consensus distance @ E32B10 ===
consensus_distance=1.961



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.077
clique2_consensus_distance=1.197


[E32B20 |   8064/60000 ( 13%) ] Loss: 4.7721 top1= 77.2727

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.025



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.089
clique2_consensus_distance=0.720



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2140 top1= 56.4904


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9434 top1= 54.8778


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7211 top1= 41.8169

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 39.2702 top1= 75.8523

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.239



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.198
clique2_consensus_distance=0.574


[E33B10 |   4224/60000 (  7%) ] Loss: 300.9359 top1= 35.7955

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.809



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.412
clique2_consensus_distance=3.930


[E33B20 |   8064/60000 ( 13%) ] Loss: 1.9597 top1= 27.8409

=== Log global consensus distance @ E33B20 ===
consensus_distance=2.810



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.088
clique2_consensus_distance=4.805



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6939 top1= 20.2825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1600 top1= 34.0645


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3292 top1= 14.4030

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 2.0899 top1= 25.2841

=== Log global consensus distance @ E34B0 ===
consensus_distance=2.544



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.088
clique2_consensus_distance=2.809


[E34B10 |   4224/60000 (  7%) ] Loss: 1.8241 top1= 32.6705

=== Log global consensus distance @ E34B10 ===
consensus_distance=2.135



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.073
clique2_consensus_distance=1.626


[E34B20 |   8064/60000 ( 13%) ] Loss: 1.7454 top1= 33.5227

=== Log global consensus distance @ E34B20 ===
consensus_distance=2.301



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=0.967



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8761 top1= 33.3233


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3312 top1= 36.4984


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0645 top1= 22.6963

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 2.1096 top1= 28.1250

=== Log global consensus distance @ E35B0 ===
consensus_distance=2.194



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=0.621


[E35B10 |   4224/60000 (  7%) ] Loss: 1.6679 top1= 36.0795

=== Log global consensus distance @ E35B10 ===
consensus_distance=2.136



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.095
clique2_consensus_distance=0.406


[E35B20 |   8064/60000 ( 13%) ] Loss: 1.6572 top1= 36.0795

=== Log global consensus distance @ E35B20 ===
consensus_distance=2.442



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=0.844



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4497 top1= 27.0232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6463 top1= 34.5553


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0092 top1= 27.1534

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 511.9070 top1= 34.9432

=== Log global consensus distance @ E36B0 ===
consensus_distance=2.075



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.415
clique2_consensus_distance=0.855


[E36B10 |   4224/60000 (  7%) ] Loss: 2.8731 top1= 36.6477

=== Log global consensus distance @ E36B10 ===
consensus_distance=1.608



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.088
clique2_consensus_distance=0.473


[E36B20 |   8064/60000 ( 13%) ] Loss: 1.9321 top1= 35.5114

=== Log global consensus distance @ E36B20 ===
consensus_distance=1.705



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.087
clique2_consensus_distance=0.470



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8779 top1= 28.5256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8922 top1= 33.0228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9196 top1= 29.0164

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 1.8369 top1= 30.3977

=== Log global consensus distance @ E37B0 ===
consensus_distance=1.549



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.082
clique2_consensus_distance=0.345


[E37B10 |   4224/60000 (  7%) ] Loss: 1.7673 top1= 34.6591

=== Log global consensus distance @ E37B10 ===
consensus_distance=1.578



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=0.243


[E37B20 |   8064/60000 ( 13%) ] Loss: 1.8540 top1= 31.2500

=== Log global consensus distance @ E37B20 ===
consensus_distance=1.706



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.093
clique2_consensus_distance=0.194



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9615 top1= 28.3353


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0445 top1= 36.4083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0937 top1= 21.0537

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 1.9453 top1= 25.8523

=== Log global consensus distance @ E38B0 ===
consensus_distance=1.491



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.082
clique2_consensus_distance=0.147


[E38B10 |   4224/60000 (  7%) ] Loss: 1.8890 top1= 29.5455

=== Log global consensus distance @ E38B10 ===
consensus_distance=1.537



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.085
clique2_consensus_distance=0.132


[E38B20 |   8064/60000 ( 13%) ] Loss: 1.9033 top1= 29.2614

=== Log global consensus distance @ E38B20 ===
consensus_distance=1.638



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.091
clique2_consensus_distance=0.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2856 top1= 24.1587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5993 top1= 27.6342


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1035 top1= 20.6430

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 1.9967 top1= 22.7273

=== Log global consensus distance @ E39B0 ===
consensus_distance=1.551



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.087
clique2_consensus_distance=0.117


[E39B10 |   4224/60000 (  7%) ] Loss: 3039.5210 top1= 35.5114

=== Log global consensus distance @ E39B10 ===
consensus_distance=1.953



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.442
clique2_consensus_distance=0.515


[E39B20 |   8064/60000 ( 13%) ] Loss: 2151.9512 top1= 27.2727

=== Log global consensus distance @ E39B20 ===
consensus_distance=2.104



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.417
clique2_consensus_distance=0.602



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2934 top1= 23.9984


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2037 top1= 31.4804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1691 top1= 17.6683

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 1.9260 top1= 26.1364

=== Log global consensus distance @ E40B0 ===
consensus_distance=2.360



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.115
clique2_consensus_distance=0.233


[E40B10 |   4224/60000 (  7%) ] Loss: 2.1288 top1= 20.1705

=== Log global consensus distance @ E40B10 ===
consensus_distance=5.229



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=13.162


[E40B20 |   8064/60000 ( 13%) ] Loss: 2.2477 top1= 14.4886

=== Log global consensus distance @ E40B20 ===
consensus_distance=3.812



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=7.515



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2165.1263 top1=  8.7841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2851 top1= 11.4083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3611 top1= 13.4115

