
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

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

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

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 9, 9, 9], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000


[E 1B10 |   4576/60000 (  8%) ] Loss: 2.2519 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 |   8736/60000 ( 15%) ] Loss: 2.2126 top1= 27.5568

=== 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=2.2776 top1= 17.7584


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2763 top1= 19.3510


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2845 top1= 17.5982

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1694 top1= 33.8068

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



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


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1363 top1= 35.2273

=== 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 |   8736/60000 ( 15%) ] Loss: 2.1028 top1= 42.0455

=== 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=2.2482 top1= 21.5845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2537 top1= 20.5529


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2635 top1= 27.1935

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.0574 top1= 47.4432

=== 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 |   4576/60000 (  8%) ] Loss: 2.0244 top1= 46.5909

=== 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 |   8736/60000 ( 15%) ] Loss: 1.9924 top1= 50.2841

=== 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=2.2129 top1= 26.7728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2307 top1= 29.9780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2368 top1= 30.2284

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.9476 top1= 57.1023

=== 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 |   4576/60000 (  8%) ] Loss: 1.9154 top1= 54.5455

=== 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 |   8736/60000 ( 15%) ] Loss: 1.8846 top1= 57.3864

=== 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=2.1708 top1= 30.3285


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2027 top1= 32.3518


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2037 top1= 30.9595

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.8379 top1= 64.2045

=== 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 |   4576/60000 (  8%) ] Loss: 1.8044 top1= 59.3750

=== 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 |   8736/60000 ( 15%) ] Loss: 1.7722 top1= 63.0682

=== 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=2.1200 top1= 38.2011


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1671 top1= 34.4451


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1656 top1= 31.5705

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.7223 top1= 67.3295

=== 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 |   4576/60000 (  8%) ] Loss: 1.6868 top1= 64.2045

=== 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 |   8736/60000 ( 15%) ] Loss: 1.6525 top1= 68.1818

=== 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=2.0592 top1= 41.4263


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1223 top1= 37.1695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1208 top1= 32.3117

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.5999 top1= 71.0227

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



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


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.5622 top1= 66.7614

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



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


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.5259 top1= 69.8864

=== 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=1.9880 top1= 44.9419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0685 top1= 40.5849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0682 top1= 33.6538

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.4715 top1= 74.1477

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.4325 top1= 68.7500

=== 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 |   8736/60000 ( 15%) ] Loss: 1.3942 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=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9081 top1= 48.9583


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0069 top1= 43.2392


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0086 top1= 35.5769

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.3403 top1= 76.9886

=== 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 |   4576/60000 (  8%) ] Loss: 1.3018 top1= 73.0114

=== 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 |   8736/60000 ( 15%) ] Loss: 1.2619 top1= 73.8636

=== 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=1.8213 top1= 52.8646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9397 top1= 44.7616


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9422 top1= 38.3614

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.2109 top1= 79.2614

=== 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 |   4576/60000 (  8%) ] Loss: 1.1739 top1= 76.4205

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.1332 top1= 77.8409

=== 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=1.7304 top1= 56.6607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8679 top1= 45.6030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8705 top1= 42.8786

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.0875 top1= 81.8182

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E11B10 |   4576/60000 (  8%) ] Loss: 1.0533 top1= 79.5455

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.0117 top1= 82.1023

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6392 top1= 60.4067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7937 top1= 46.2240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7959 top1= 47.7464

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.9741 top1= 83.8068

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



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E12B10 |   4576/60000 (  8%) ] Loss: 0.9433 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=0.029


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.9013 top1= 85.2273

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



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5519 top1= 63.5817


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7226 top1= 46.6847


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7221 top1= 51.5024

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.8731 top1= 85.5114

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



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E13B10 |   4576/60000 (  8%) ] Loss: 0.8464 top1= 82.9545

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.8046 top1= 87.2159

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4718 top1= 66.0457


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6561 top1= 47.2155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6516 top1= 54.1967

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.7856 top1= 85.7955

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E14B10 |   4576/60000 (  8%) ] Loss: 0.7633 top1= 82.9545

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.7218 top1= 88.6364

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



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4010 top1= 68.3694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5942 top1= 48.3474


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5865 top1= 56.1498

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.7112 top1= 87.2159

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E15B10 |   4576/60000 (  8%) ] Loss: 0.6932 top1= 85.2273

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.6511 top1= 89.7727

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3394 top1= 70.1322


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5382 top1= 50.0501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5280 top1= 58.0529

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.6483 top1= 88.0682

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E16B10 |   4576/60000 (  8%) ] Loss: 0.6342 top1= 86.9318

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.5910 top1= 90.9091

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2864 top1= 71.3241


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4871 top1= 52.4740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4774 top1= 59.5653

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.5948 top1= 89.4886

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E17B10 |   4576/60000 (  8%) ] Loss: 0.5845 top1= 88.3523

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



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.5400 top1= 91.4773

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



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2410 top1= 72.4960


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4413 top1= 54.7175


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4341 top1= 61.2079

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.5496 top1= 89.7727

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E18B10 |   4576/60000 (  8%) ] Loss: 0.5427 top1= 88.9205

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.4968 top1= 92.6136

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2029 top1= 73.4776


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4012 top1= 56.7208


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3973 top1= 62.5200

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.5112 top1= 90.3409

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E19B10 |   4576/60000 (  8%) ] Loss: 0.5073 top1= 89.2045

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.4601 top1= 93.4659

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1711 top1= 74.1887


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3659 top1= 58.5537


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3663 top1= 63.7921

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.4783 top1= 90.6250

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E20B10 |   4576/60000 (  8%) ] Loss: 0.4774 top1= 88.6364

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.4287 top1= 94.0341

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1448 top1= 74.7997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3349 top1= 60.1562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3404 top1= 65.0441

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.4501 top1= 90.6250

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E21B10 |   4576/60000 (  8%) ] Loss: 0.4519 top1= 88.9205

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.4017 top1= 93.7500

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1233 top1= 75.3506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3083 top1= 61.6086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3190 top1= 66.1058

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.4255 top1= 91.1932

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E22B10 |   4576/60000 (  8%) ] Loss: 0.4297 top1= 89.2045

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.3783 top1= 93.7500

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1055 top1= 75.9215


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2854 top1= 63.0509


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3013 top1= 66.7969

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.4041 top1= 91.1932

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E23B10 |   4576/60000 (  8%) ] Loss: 0.4105 top1= 89.2045

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.3578 top1= 94.3182

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0911 top1= 76.4423


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2659 top1= 64.1326


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2869 top1= 67.6082

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.3852 top1= 92.0455

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E24B10 |   4576/60000 (  8%) ] Loss: 0.3936 top1= 89.2045

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.3398 top1= 94.8864

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0794 top1= 76.7628


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2492 top1= 65.0741


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2753 top1= 68.2492

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.3684 top1= 92.0455

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E25B10 |   4576/60000 (  8%) ] Loss: 0.3789 top1= 89.4886

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.3238 top1= 95.4545

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0699 top1= 77.0833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2350 top1= 65.9155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2655 top1= 68.8502

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.3535 top1= 92.3295

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E26B10 |   4576/60000 (  8%) ] Loss: 0.3658 top1= 89.7727

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.3096 top1= 95.1705

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0623 top1= 77.4038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2227 top1= 66.5966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2579 top1= 69.4712

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.3401 top1= 92.3295

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E27B10 |   4576/60000 (  8%) ] Loss: 0.3541 top1= 90.6250

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.2969 top1= 95.4545

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0565 top1= 77.6142


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2125 top1= 67.2877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2519 top1= 70.0921

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.3279 top1= 92.6136

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E28B10 |   4576/60000 (  8%) ] Loss: 0.3436 top1= 90.3409

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.2854 top1= 95.7386

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0519 top1= 77.8345


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2038 top1= 68.0789


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2470 top1= 70.5429

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3169 top1= 92.8977

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E29B10 |   4576/60000 (  8%) ] Loss: 0.3342 top1= 90.9091

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.2750 top1= 95.7386

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0485 top1= 78.0749


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1965 top1= 68.5697


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2434 top1= 71.0637

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.3069 top1= 92.8977

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



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E30B10 |   4576/60000 (  8%) ] Loss: 0.3256 top1= 90.9091

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.2656 top1= 95.7386

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0461 top1= 78.2752


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1904 top1= 69.0004


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2408 top1= 71.3942

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.2976 top1= 93.1818

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E31B10 |   4576/60000 (  8%) ] Loss: 0.3177 top1= 90.9091

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.2570 top1= 95.7386

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0446 top1= 78.4655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1856 top1= 69.5112


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2390 top1= 71.6847

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.2891 top1= 93.4659

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E32B10 |   4576/60000 (  8%) ] Loss: 0.3106 top1= 91.1932

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.2492 top1= 95.7386

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0439 top1= 78.5857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1818 top1= 69.7917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2378 top1= 72.1054

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.2812 top1= 93.4659

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E33B10 |   4576/60000 (  8%) ] Loss: 0.3041 top1= 91.4773

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.2420 top1= 96.0227

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0437 top1= 78.7760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1789 top1= 69.9820


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2372 top1= 72.4760

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.2738 top1= 93.4659

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E34B10 |   4576/60000 (  8%) ] Loss: 0.2982 top1= 91.7614

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.2353 top1= 95.7386

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0442 top1= 78.9463


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1768 top1= 70.3425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2373 top1= 72.7965

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.2670 top1= 93.4659

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E35B10 |   4576/60000 (  8%) ] Loss: 0.2927 top1= 91.7614

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.2291 top1= 96.0227

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0451 top1= 79.1266


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1751 top1= 70.7031


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2379 top1= 73.0068

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.2607 top1= 93.4659

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E36B10 |   4576/60000 (  8%) ] Loss: 0.2876 top1= 92.0455

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.2234 top1= 95.7386

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0463 top1= 79.2768


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1739 top1= 70.9736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2389 top1= 73.2672

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.2547 top1= 94.0341

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E37B10 |   4576/60000 (  8%) ] Loss: 0.2829 top1= 92.0455

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.2181 top1= 96.0227

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0479 top1= 79.4071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1731 top1= 71.2941


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2401 top1= 73.5477

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.2491 top1= 94.0341

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B10 |   4576/60000 (  8%) ] Loss: 0.2785 top1= 91.7614

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.2132 top1= 96.0227

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0498 top1= 79.5272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1729 top1= 71.5845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2415 top1= 73.7380

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2439 top1= 94.6023

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E39B10 |   4576/60000 (  8%) ] Loss: 0.2743 top1= 91.7614

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.2086 top1= 96.0227

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0518 top1= 79.6474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1728 top1= 71.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2434 top1= 73.8982

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.2389 top1= 94.6023

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E40B10 |   4576/60000 (  8%) ] Loss: 0.2704 top1= 91.7614

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.2043 top1= 96.0227

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0540 top1= 79.8177


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1731 top1= 72.0453


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2455 top1= 74.0785

