
=== 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
=> Add worker BitFlippingWorker

=== 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: 2.2561 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 |   8736/60000 ( 15%) ] Loss: 2.2165 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=2.2836 top1= 17.6082


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2814 top1= 19.0505


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2885 top1= 15.4147

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1720 top1= 33.8068

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



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


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1359 top1= 32.1023

=== 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: 2.1034 top1= 36.9318

=== 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=2.2646 top1= 18.5797


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2704 top1= 21.6647


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2750 top1= 20.5729

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 2.0584 top1= 41.4773

=== 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: 2.0233 top1= 40.3409

=== 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: 1.9959 top1= 42.6136

=== 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=2.2459 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2654 top1= 29.0064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2601 top1= 25.3205

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.9534 top1= 48.5795

=== 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: 1.9183 top1= 46.3068

=== 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: 1.8953 top1= 47.1591

=== 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=2.2266 top1= 20.5729


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2617 top1= 30.9495


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2453 top1= 30.1482

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.8518 top1= 53.9773

=== 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: 1.8157 top1= 51.4205

=== 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: 1.7947 top1= 55.3977

=== 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=2.2045 top1= 30.9696


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2566 top1= 32.7925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2317 top1= 33.9643

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.7491 top1= 59.3750

=== 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: 1.7121 top1= 56.2500

=== 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: 1.6921 top1= 58.8068

=== 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=2.1795 top1= 37.3197


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2484 top1= 34.7957


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2192 top1= 35.8273

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.6451 top1= 62.2159

=== 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: 1.6069 top1= 61.0795

=== 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 |   8736/60000 ( 15%) ] Loss: 1.5878 top1= 63.9205

=== 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=2.1523 top1= 42.7584


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2376 top1= 36.4383


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2068 top1= 37.1795

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.5402 top1= 67.3295

=== 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: 1.5006 top1= 65.6250

=== 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: 1.4822 top1= 67.6136

=== 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=2.1244 top1= 47.9667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2259 top1= 37.5000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1951 top1= 38.6619

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.4356 top1= 70.4545

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



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.3947 top1= 67.6136

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.3765 top1= 70.4545

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0988 top1= 52.4740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2152 top1= 39.9339


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1854 top1= 40.0040

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.3330 top1= 72.7273

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



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E10B10 |   4576/60000 (  8%) ] Loss: 1.2914 top1= 69.8864

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.2733 top1= 72.7273

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0791 top1= 55.4287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2082 top1= 42.6482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1794 top1= 43.2392

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.2349 top1= 74.1477

=== 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: 1.1936 top1= 71.8750

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



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.1754 top1= 74.7159

=== 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=2.0728 top1= 57.6823


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2112 top1= 44.2909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1833 top1= 47.1454

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.1437 top1= 75.0000

=== 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: 1.1036 top1= 73.2955

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



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.0857 top1= 75.2841

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0898 top1= 59.1446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2329 top1= 45.6631


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2051 top1= 50.2003

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.0615 top1= 76.1364

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E13B10 |   4576/60000 (  8%) ] Loss: 1.0243 top1= 75.2841

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.0080 top1= 76.9886

=== 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=2.1491 top1= 59.7155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2886 top1= 46.5144


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2573 top1= 52.5341

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.9919 top1= 78.4091

=== 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: 0.9601 top1= 76.4205

=== 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: 0.9477 top1= 78.4091

=== 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=2.2800 top1= 59.1947


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3985 top1= 47.4860


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3581 top1= 54.0865

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.9413 top1= 80.1136

=== 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: 0.9183 top1= 77.5568

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.9148 top1= 79.5455

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5188 top1= 57.8425


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5903 top1= 48.1270


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5378 top1= 55.2284

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.9202 top1= 80.9659

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E16B10 |   4576/60000 (  8%) ] Loss: 0.9074 top1= 77.2727

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



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


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.9226 top1= 81.2500

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9411 top1= 56.0897


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9225 top1= 48.5777


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8481 top1= 55.8994

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.9405 top1= 80.9659

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E17B10 |   4576/60000 (  8%) ] Loss: 0.9481 top1= 77.8409

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.0084 top1= 80.9659

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.007



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7709 top1= 53.2652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5365 top1= 48.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4260 top1= 56.0597

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.0578 top1= 79.2614

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.008



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


[E18B10 |   4576/60000 (  8%) ] Loss: 1.1362 top1= 78.1250

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.009



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


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.3991 top1= 80.6818

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2024 top1= 41.3962


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9623 top1= 48.3674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7834 top1= 53.7660

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.6897 top1= 77.5568

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E19B10 |   4576/60000 (  8%) ] Loss: 2.5502 top1= 76.7045

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.027


[E19B20 |   8736/60000 ( 15%) ] Loss: 12.0456 top1= 74.4318

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.147



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=970.2186 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=35.7646 top1= 21.4243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=36.7068 top1=  9.7456

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 345.9509 top1= 41.4773

=== Log global consensus distance @ E20B0 ===
consensus_distance=5.015



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.203
clique2_consensus_distance=0.384


[E20B10 |   4576/60000 (  8%) ] Loss: 1952.0801 top1= 67.8977

=== Log global consensus distance @ E20B10 ===
consensus_distance=5.160



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.359
clique2_consensus_distance=1.122


[E20B20 |   8736/60000 ( 15%) ] Loss: 3609.3731 top1= 82.3864

=== Log global consensus distance @ E20B20 ===
consensus_distance=5.734



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.354
clique2_consensus_distance=1.181



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11048.9815 top1= 11.5084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=192.6247 top1= 30.8093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=72.9353 top1= 34.6054

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 2634.1542 top1= 67.3295

=== Log global consensus distance @ E21B0 ===
consensus_distance=6.204



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.367
clique2_consensus_distance=1.391


[E21B10 |   4576/60000 (  8%) ] Loss: 3254.2914 top1= 68.4659

=== Log global consensus distance @ E21B10 ===
consensus_distance=5.872



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.354
clique2_consensus_distance=1.416


[E21B20 |   8736/60000 ( 15%) ] Loss: 3216.0684 top1= 86.3636

=== Log global consensus distance @ E21B20 ===
consensus_distance=5.877



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.353
clique2_consensus_distance=1.317



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=39733.3164 top1= 12.2997


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=278.8934 top1= 31.4403


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=94.6657 top1= 53.2452

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 3466.2888 top1= 71.3068

=== Log global consensus distance @ E22B0 ===
consensus_distance=6.195



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.362
clique2_consensus_distance=1.257


[E22B10 |   4576/60000 (  8%) ] Loss: 3053.0034 top1= 80.6818

=== Log global consensus distance @ E22B10 ===
consensus_distance=6.040



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.356
clique2_consensus_distance=1.334


[E22B20 |   8736/60000 ( 15%) ] Loss: 2722.6160 top1= 88.6364

=== Log global consensus distance @ E22B20 ===
consensus_distance=6.081



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.358
clique2_consensus_distance=1.353



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=90891.2831 top1= 16.9071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=190.0666 top1= 47.6663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=109.2662 top1= 48.4175

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 2434.1961 top1= 84.0909

=== Log global consensus distance @ E23B0 ===
consensus_distance=6.456



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.369
clique2_consensus_distance=1.365


[E23B10 |   4576/60000 (  8%) ] Loss: 2428.1825 top1= 81.5341

=== Log global consensus distance @ E23B10 ===
consensus_distance=6.368



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.362
clique2_consensus_distance=1.601


[E23B20 |   8736/60000 ( 15%) ] Loss: 2030.7714 top1= 87.7841

=== Log global consensus distance @ E23B20 ===
consensus_distance=6.423



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.368
clique2_consensus_distance=1.716



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=179278.9576 top1= 16.7568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=312.0484 top1= 47.3558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=147.3254 top1= 44.8618

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1110.3654 top1= 87.2159

=== Log global consensus distance @ E24B0 ===
consensus_distance=6.942



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.384
clique2_consensus_distance=1.912


[E24B10 |   4576/60000 (  8%) ] Loss: 1881.0655 top1= 62.5000

=== Log global consensus distance @ E24B10 ===
consensus_distance=7.078



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.367
clique2_consensus_distance=3.806


[E24B20 |   8736/60000 ( 15%) ] Loss: 1124.8677 top1= 89.7727

=== Log global consensus distance @ E24B20 ===
consensus_distance=7.055



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.381
clique2_consensus_distance=3.331



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=332742.0623 top1= 14.9740


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=296.5512 top1= 45.9535


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=157.2577 top1= 37.3297

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 239.0151 top1= 82.6705

=== Log global consensus distance @ E25B0 ===
consensus_distance=7.877



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.518
clique2_consensus_distance=3.128


[E25B10 |   4576/60000 (  8%) ] Loss: 503.3956 top1= 71.3068

=== Log global consensus distance @ E25B10 ===
consensus_distance=7.607



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.398
clique2_consensus_distance=4.877


[E25B20 |   8736/60000 ( 15%) ] Loss: 455.8012 top1= 72.7273

=== Log global consensus distance @ E25B20 ===
consensus_distance=8.444



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.461
clique2_consensus_distance=4.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=561753.3289 top1= 15.2845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=251.6229 top1= 45.4327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=196.6346 top1= 49.1186

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 519.5742 top1= 79.2614

=== Log global consensus distance @ E26B0 ===
consensus_distance=7.550



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.391
clique2_consensus_distance=4.168


[E26B10 |   4576/60000 (  8%) ] Loss: 162.6573 top1= 75.5682

=== Log global consensus distance @ E26B10 ===
consensus_distance=7.577



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.439
clique2_consensus_distance=4.133


[E26B20 |   8736/60000 ( 15%) ] Loss: 3078.6213 top1= 66.1932

=== Log global consensus distance @ E26B20 ===
consensus_distance=10.455



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.391
clique2_consensus_distance=15.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=846223.0801 top1= 18.2492


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=261.3390 top1= 39.6234


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=153.7838 top1= 42.1474

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 75.9374 top1= 72.1591

=== Log global consensus distance @ E27B0 ===
consensus_distance=10.453



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.524
clique2_consensus_distance=12.563


[E27B10 |   4576/60000 (  8%) ] Loss: 55.5817 top1= 63.9205

=== Log global consensus distance @ E27B10 ===
consensus_distance=9.093



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.417
clique2_consensus_distance=10.985


[E27B20 |   8736/60000 ( 15%) ] Loss: 1471.4901 top1= 62.5000

=== Log global consensus distance @ E27B20 ===
consensus_distance=9.171



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.397
clique2_consensus_distance=10.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1297734.4079 top1= 17.8185


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=346.9788 top1= 46.9952


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=180.8739 top1= 36.0477

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 6.8473 top1= 63.9205

=== Log global consensus distance @ E28B0 ===
consensus_distance=8.657



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.343
clique2_consensus_distance=7.663


[E28B10 |   4576/60000 (  8%) ] Loss: 9.0767 top1= 56.5341

=== Log global consensus distance @ E28B10 ===
consensus_distance=8.094



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.338
clique2_consensus_distance=7.494


[E28B20 |   8736/60000 ( 15%) ] Loss: 942.0275 top1= 62.5000

=== Log global consensus distance @ E28B20 ===
consensus_distance=8.668



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.413
clique2_consensus_distance=6.678



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2124445.9744 top1= 15.3145


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=438.1059 top1= 25.1302


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=181.0557 top1= 28.5056

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 820.0895 top1= 44.8864

=== Log global consensus distance @ E29B0 ===
consensus_distance=21.989



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.476
clique2_consensus_distance=62.341


[E29B10 |   4576/60000 (  8%) ] Loss: 36.7978 top1= 45.7386

=== Log global consensus distance @ E29B10 ===
consensus_distance=17.960



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.393
clique2_consensus_distance=50.598


[E29B20 |   8736/60000 ( 15%) ] Loss: 490.5508 top1= 43.7500

=== Log global consensus distance @ E29B20 ===
consensus_distance=22.338



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.375
clique2_consensus_distance=67.388



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2859360.5417 top1= 17.1474


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=207.5946 top1= 26.0917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=84.3184 top1= 22.1254

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 65.1848 top1= 39.2045

=== Log global consensus distance @ E30B0 ===
consensus_distance=19.942



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.426
clique2_consensus_distance=55.703


[E30B10 |   4576/60000 (  8%) ] Loss: 221.0433 top1= 44.3182

=== Log global consensus distance @ E30B10 ===
consensus_distance=18.604



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.443
clique2_consensus_distance=48.866


[E30B20 |   8736/60000 ( 15%) ] Loss: 2859.8777 top1= 38.9205

=== Log global consensus distance @ E30B20 ===
consensus_distance=24.518



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.419
clique2_consensus_distance=75.989



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3510777.5641 top1= 18.2792


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=537.7233 top1= 16.9872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=85.8137 top1= 20.1623

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 493.1309 top1= 28.4091

=== Log global consensus distance @ E31B0 ===
consensus_distance=22.970



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.402
clique2_consensus_distance=70.353


[E31B10 |   4576/60000 (  8%) ] Loss: 135.7306 top1= 34.9432

=== Log global consensus distance @ E31B10 ===
consensus_distance=29.574



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.487
clique2_consensus_distance=95.700


[E31B20 |   8736/60000 ( 15%) ] Loss: 503.2113 top1= 31.5341

=== Log global consensus distance @ E31B20 ===
consensus_distance=29.021



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.429
clique2_consensus_distance=93.871



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4595217.2853 top1= 18.7700


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=52.4863 top1= 22.8866


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=66.9795 top1= 25.0200

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 2.7072 top1= 35.7955

=== Log global consensus distance @ E32B0 ===
consensus_distance=29.321



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.401
clique2_consensus_distance=94.859


[E32B10 |   4576/60000 (  8%) ] Loss: 20.8158 top1= 28.4091

=== Log global consensus distance @ E32B10 ===
consensus_distance=22.514



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.441
clique2_consensus_distance=70.867


[E32B20 |   8736/60000 ( 15%) ] Loss: 144.0092 top1= 29.5455

=== Log global consensus distance @ E32B20 ===
consensus_distance=19.589



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.507
clique2_consensus_distance=56.107



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5871070.3526 top1= 18.9603


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=20.8396 top1= 18.3093


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6692 top1= 18.3494

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 2.0401 top1= 26.9886

=== Log global consensus distance @ E33B0 ===
consensus_distance=19.237



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.427
clique2_consensus_distance=55.986


[E33B10 |   4576/60000 (  8%) ] Loss: 8.5088 top1= 28.4091

=== Log global consensus distance @ E33B10 ===
consensus_distance=17.208



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.457
clique2_consensus_distance=45.476


[E33B20 |   8736/60000 ( 15%) ] Loss: 2612.3624 top1= 26.7045

=== Log global consensus distance @ E33B20 ===
consensus_distance=15.124



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.408
clique2_consensus_distance=35.125



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8162216.0128 top1= 17.7384


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=170.9097 top1= 12.2095


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=23.6524 top1= 18.5196

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 50.5170 top1= 28.6932

=== Log global consensus distance @ E34B0 ===
consensus_distance=15.367



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.477
clique2_consensus_distance=33.415


[E34B10 |   4576/60000 (  8%) ] Loss: 112.5293 top1= 26.4205

=== Log global consensus distance @ E34B10 ===
consensus_distance=15.181



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.437
clique2_consensus_distance=37.330


[E34B20 |   8736/60000 ( 15%) ] Loss: 29.6672 top1= 29.2614

=== Log global consensus distance @ E34B20 ===
consensus_distance=13.556



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.431
clique2_consensus_distance=29.604



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10165290.5897 top1= 10.7672


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=27.1301 top1= 16.2159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=24.0472 top1= 18.2893

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 970.2676 top1= 26.9886

=== Log global consensus distance @ E35B0 ===
consensus_distance=15.304



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.475
clique2_consensus_distance=33.126


[E35B10 |   4576/60000 (  8%) ] Loss: 2.9180 top1= 25.8523

=== Log global consensus distance @ E35B10 ===
consensus_distance=12.182



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.343
clique2_consensus_distance=22.838


[E35B20 |   8736/60000 ( 15%) ] Loss: 648.8564 top1= 24.4318

=== Log global consensus distance @ E35B20 ===
consensus_distance=12.012



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.445
clique2_consensus_distance=19.706



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=13866337.5513 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=17.2161 top1= 17.3277


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=38.2103 top1= 18.2792

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 11.7262 top1= 24.4318

=== Log global consensus distance @ E36B0 ===
consensus_distance=10.355



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.341
clique2_consensus_distance=17.707


[E36B10 |   4576/60000 (  8%) ] Loss: 16.7055 top1= 27.8409

=== Log global consensus distance @ E36B10 ===
consensus_distance=9.875



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.365
clique2_consensus_distance=14.020


[E36B20 |   8736/60000 ( 15%) ] Loss: 2.0356 top1= 23.2955

=== Log global consensus distance @ E36B20 ===
consensus_distance=10.187



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.312
clique2_consensus_distance=17.860



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=17193815.9872 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=14.6099 top1= 11.0978


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5869 top1= 15.0541

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 7.4442 top1= 20.7386

=== Log global consensus distance @ E37B0 ===
consensus_distance=9.427



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.360
clique2_consensus_distance=13.107


[E37B10 |   4576/60000 (  8%) ] Loss: 2.0523 top1= 22.7273

=== Log global consensus distance @ E37B10 ===
consensus_distance=8.502



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.339
clique2_consensus_distance=8.447


[E37B20 |   8736/60000 ( 15%) ] Loss: 1.9754 top1= 25.8523

=== Log global consensus distance @ E37B20 ===
consensus_distance=9.171



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.378
clique2_consensus_distance=8.400



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=24093961.4359 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=14.6009 top1= 16.6767


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.2735 top1= 15.8053

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 210.6710 top1= 23.8636

=== Log global consensus distance @ E38B0 ===
consensus_distance=8.676



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.427
clique2_consensus_distance=8.769


[E38B10 |   4576/60000 (  8%) ] Loss: 160.1349 top1= 23.5795

=== Log global consensus distance @ E38B10 ===
consensus_distance=9.197



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.433
clique2_consensus_distance=12.194


[E38B20 |   8736/60000 ( 15%) ] Loss: 1.9612 top1= 26.4205

=== Log global consensus distance @ E38B20 ===
consensus_distance=8.831



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.361
clique2_consensus_distance=11.670



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=29682738.0000 top1= 10.3065


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=16.9893 top1= 12.5300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=88.7077 top1= 17.7584

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 2.0139 top1= 24.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=9.545



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.328
clique2_consensus_distance=11.603


[E39B10 |   4576/60000 (  8%) ] Loss: 108.1750 top1= 25.2841

=== Log global consensus distance @ E39B10 ===
consensus_distance=8.391



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.438
clique2_consensus_distance=9.933


[E39B20 |   8736/60000 ( 15%) ] Loss: 29.6552 top1= 22.1591

=== Log global consensus distance @ E39B20 ===
consensus_distance=8.641



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.365
clique2_consensus_distance=8.981



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=36745280.1538 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=16.0056 top1= 13.5917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=20.1707 top1= 14.8037

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 55.2921 top1= 19.8864

=== Log global consensus distance @ E40B0 ===
consensus_distance=7.717



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.390
clique2_consensus_distance=8.600


[E40B10 |   4576/60000 (  8%) ] Loss: 56.5805 top1= 21.5909

=== Log global consensus distance @ E40B10 ===
consensus_distance=13.305



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.368
clique2_consensus_distance=18.530


[E40B20 |   8736/60000 ( 15%) ] Loss: 2.0666 top1= 21.8750

=== Log global consensus distance @ E40B20 ===
consensus_distance=10.130



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.350
clique2_consensus_distance=13.847



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=44114619.7692 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3984 top1= 14.2528


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2573 top1= 14.2929

