
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> 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=0.001



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=== Log mixing matrix @ E1B0 ===
[[0.167 0.167 0.167 0.167 0.167 0.    0.    0.    0.    0.    0.167 0.   ]
 [0.167 0.233 0.2   0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.233 0.2   0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.233 0.2   0.    0.    0.    0.    0.    0.    0.   ]
 [0.167 0.2   0.2   0.2   0.233 0.    0.    0.    0.    0.    0.    0.   ]
 [0.    0.    0.    0.    0.    0.233 0.2   0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.233 0.2   0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.233 0.2   0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.2   0.2   0.2   0.233 0.167 0.    0.   ]
 [0.    0.    0.    0.    0.    0.167 0.167 0.167 0.167 0.167 0.167 0.   ]
 [0.167 0.    0.    0.    0.    0.    0.    0.    0.    0.167 0.499 0.168]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.168 0.833]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.5662 top1= 43.7500

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.610



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.417


[E 1B20 |   8064/60000 ( 13%) ] Loss: 1.0399 top1= 69.3182

=== Log global consensus distance @ E1B20 ===
consensus_distance=5.434



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.029
clique2_consensus_distance=22.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6781 top1= 41.7568


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4673 top1= 38.2412


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2317 top1= 35.1863

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.7438 top1= 81.5341

=== Log global consensus distance @ E2B0 ===
consensus_distance=15.068



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=61.710


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.7215 top1= 78.4091

=== Log global consensus distance @ E2B10 ===
consensus_distance=22.516



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.032
clique2_consensus_distance=92.041


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.8148 top1= 78.1250

=== Log global consensus distance @ E2B20 ===
consensus_distance=28.088



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=114.717



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4277 top1= 65.1542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9424 top1= 40.6751


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1656 top1= 35.9375

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.6953 top1= 78.9773

=== Log global consensus distance @ E3B0 ===
consensus_distance=33.005



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.021
clique2_consensus_distance=134.668


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.6326 top1= 79.2614

=== Log global consensus distance @ E3B10 ===
consensus_distance=36.874



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=150.385


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.5636 top1= 83.5227

=== Log global consensus distance @ E3B20 ===
consensus_distance=40.665



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=165.764



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3104 top1= 58.4135


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3481 top1= 41.3462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5750 top1= 38.8922

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.5070 top1= 87.5000

=== Log global consensus distance @ E4B0 ===
consensus_distance=44.221



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=180.215


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.6005 top1= 84.6591

=== Log global consensus distance @ E4B10 ===
consensus_distance=47.242



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=192.454


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.4225 top1= 86.0795

=== Log global consensus distance @ E4B20 ===
consensus_distance=49.907



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=203.248



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3307 top1= 53.7861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4254 top1= 43.1591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4095 top1= 39.0325

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.3262 top1= 90.9091

=== Log global consensus distance @ E5B0 ===
consensus_distance=52.319



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=213.031


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3183 top1= 90.3409

=== Log global consensus distance @ E5B10 ===
consensus_distance=54.967



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=223.750


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.3468 top1= 90.0568

=== Log global consensus distance @ E5B20 ===
consensus_distance=57.807



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=235.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1881 top1= 64.6034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5719 top1= 46.3442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3268 top1= 36.7889

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.3281 top1= 91.1932

=== Log global consensus distance @ E6B0 ===
consensus_distance=61.006



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=248.148


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.3053 top1= 92.0455

=== Log global consensus distance @ E6B10 ===
consensus_distance=64.190



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=261.076


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2460 top1= 92.8977

=== Log global consensus distance @ E6B20 ===
consensus_distance=67.378



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=273.945



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2076 top1= 66.9171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5430 top1= 46.0837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1932 top1= 43.8502

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2134 top1= 94.6023

=== Log global consensus distance @ E7B0 ===
consensus_distance=70.143



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=285.132


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2375 top1= 93.1818

=== Log global consensus distance @ E7B10 ===
consensus_distance=72.804



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=295.882


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2221 top1= 93.7500

=== Log global consensus distance @ E7B20 ===
consensus_distance=75.328



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=306.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2409 top1= 55.9796


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4371 top1= 44.7817


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9534 top1= 38.1210

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1893 top1= 94.3182

=== Log global consensus distance @ E8B0 ===
consensus_distance=77.791



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=316.041


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.2382 top1= 93.1818

=== Log global consensus distance @ E8B10 ===
consensus_distance=80.334



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=326.302


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.3027 top1= 92.0455

=== Log global consensus distance @ E8B20 ===
consensus_distance=82.647



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=335.616



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1275 top1= 63.6518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5682 top1= 48.3674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1444 top1= 39.2628

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.2396 top1= 93.4659

=== Log global consensus distance @ E9B0 ===
consensus_distance=84.482



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=343.038


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1969 top1= 94.3182

=== Log global consensus distance @ E9B10 ===
consensus_distance=86.273



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=350.250


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1935 top1= 95.1705

=== Log global consensus distance @ E9B20 ===
consensus_distance=87.689



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=356.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1062 top1= 67.2977


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8685 top1= 44.1206


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2612 top1= 41.6166

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1487 top1= 95.4545

=== Log global consensus distance @ E10B0 ===
consensus_distance=88.800



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=360.560


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1431 top1= 96.3068

=== Log global consensus distance @ E10B10 ===
consensus_distance=89.656



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=364.025


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1852 top1= 95.1705

=== Log global consensus distance @ E10B20 ===
consensus_distance=90.555



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=367.661



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1817 top1= 64.4531


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7976 top1= 46.5244


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3346 top1= 41.1859

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1357 top1= 96.5909

=== Log global consensus distance @ E11B0 ===
consensus_distance=91.590



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=371.842


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1418 top1= 96.8750

=== Log global consensus distance @ E11B10 ===
consensus_distance=92.709



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=376.357


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1523 top1= 96.0227

=== Log global consensus distance @ E11B20 ===
consensus_distance=93.803



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=380.776



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0842 top1= 68.6999


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2632 top1= 46.3742


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3158 top1= 43.1891

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0954 top1= 96.8750

=== Log global consensus distance @ E12B0 ===
consensus_distance=94.796



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=384.786


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1271 top1= 98.0114

=== Log global consensus distance @ E12B10 ===
consensus_distance=95.857



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=389.076


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1442 top1= 96.0227

=== Log global consensus distance @ E12B20 ===
consensus_distance=97.091



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=394.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0756 top1= 69.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2414 top1= 46.7348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2366 top1= 42.7183

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1140 top1= 96.5909

=== Log global consensus distance @ E13B0 ===
consensus_distance=98.111



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=398.172


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1172 top1= 96.5909

=== Log global consensus distance @ E13B10 ===
consensus_distance=99.110



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=402.210


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1103 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=100.153



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=406.420



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0310 top1= 70.8634


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3387 top1= 46.4844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3246 top1= 42.2977

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1062 top1= 97.1591

=== Log global consensus distance @ E14B0 ===
consensus_distance=101.001



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=409.842


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1154 top1= 96.5909

=== Log global consensus distance @ E14B10 ===
consensus_distance=101.705



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=412.651


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1088 top1= 97.1591

=== Log global consensus distance @ E14B20 ===
consensus_distance=102.424



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=415.513



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0110 top1= 72.3858


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3598 top1= 47.0553


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2435 top1= 44.3710

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1060 top1= 96.0227

=== Log global consensus distance @ E15B0 ===
consensus_distance=103.226



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=418.789


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0967 top1= 96.5909

=== Log global consensus distance @ E15B10 ===
consensus_distance=103.893



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=421.499


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0933 top1= 96.8750

=== Log global consensus distance @ E15B20 ===
consensus_distance=104.353



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=423.340



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0628 top1= 69.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7280 top1= 47.3057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4143 top1= 43.3594

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0546 top1= 98.8636

=== Log global consensus distance @ E16B0 ===
consensus_distance=104.723



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=424.824


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0772 top1= 97.7273

=== Log global consensus distance @ E16B10 ===
consensus_distance=105.077



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=426.271


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0836 top1= 97.1591

=== Log global consensus distance @ E16B20 ===
consensus_distance=105.327



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=427.269



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0460 top1= 69.5212


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9440 top1= 47.2756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7096 top1= 45.0220

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0479 top1= 99.1477

=== Log global consensus distance @ E17B0 ===
consensus_distance=105.576



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=428.281


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0649 top1= 98.2955

=== Log global consensus distance @ E17B10 ===
consensus_distance=105.859



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=429.447


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0833 top1= 98.0114

=== Log global consensus distance @ E17B20 ===
consensus_distance=106.110



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=430.467



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0280 top1= 70.2123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7840 top1= 47.2957


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8918 top1= 44.0505

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0471 top1= 98.5795

=== Log global consensus distance @ E18B0 ===
consensus_distance=106.329



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=431.348


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0603 top1= 98.5795

=== Log global consensus distance @ E18B10 ===
consensus_distance=106.558



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=432.275


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0746 top1= 97.7273

=== Log global consensus distance @ E18B20 ===
consensus_distance=106.784



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=433.183



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0311 top1= 69.9119


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7992 top1= 47.0653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0416 top1= 43.8101

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0450 top1= 98.8636

=== Log global consensus distance @ E19B0 ===
consensus_distance=106.992



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=434.024


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0594 top1= 98.2955

=== Log global consensus distance @ E19B10 ===
consensus_distance=107.199



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=434.871


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0708 top1= 98.2955

=== Log global consensus distance @ E19B20 ===
consensus_distance=107.400



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=435.685



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0452 top1= 69.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8814 top1= 47.0252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3078 top1= 43.4495

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0449 top1= 98.5795

=== Log global consensus distance @ E20B0 ===
consensus_distance=107.582



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=436.413


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0581 top1= 98.2955

=== Log global consensus distance @ E20B10 ===
consensus_distance=107.750



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=437.101


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0702 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=107.895



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=437.681



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0423 top1= 69.3009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9316 top1= 46.9852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5158 top1= 42.9988

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0458 top1= 98.5795

=== Log global consensus distance @ E21B0 ===
consensus_distance=108.037



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=438.242


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0579 top1= 98.2955

=== Log global consensus distance @ E21B10 ===
consensus_distance=108.160



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=438.750


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0687 top1= 97.7273

=== Log global consensus distance @ E21B20 ===
consensus_distance=108.272



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=439.196



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0419 top1= 69.3209


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9749 top1= 46.9351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5778 top1= 43.1691

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0452 top1= 98.5795

=== Log global consensus distance @ E22B0 ===
consensus_distance=108.389



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=439.660


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0568 top1= 98.2955

=== Log global consensus distance @ E22B10 ===
consensus_distance=108.495



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=440.101


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0680 top1= 97.4432

=== Log global consensus distance @ E22B20 ===
consensus_distance=108.593



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=440.486



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0438 top1= 69.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0018 top1= 46.8750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6267 top1= 42.9988

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0451 top1= 98.5795

=== Log global consensus distance @ E23B0 ===
consensus_distance=108.697



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=440.895


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0568 top1= 98.2955

=== Log global consensus distance @ E23B10 ===
consensus_distance=108.793



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=441.296


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0675 top1= 97.4432

=== Log global consensus distance @ E23B20 ===
consensus_distance=108.881



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=441.642



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0450 top1= 69.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0431 top1= 46.8650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6935 top1= 42.9087

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0456 top1= 98.8636

=== Log global consensus distance @ E24B0 ===
consensus_distance=108.975



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=442.004


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0571 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=109.060



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=442.368


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0678 top1= 97.7273

=== Log global consensus distance @ E24B20 ===
consensus_distance=109.141



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=442.678



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0461 top1= 69.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0692 top1= 46.8249


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7255 top1= 42.7784

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0460 top1= 98.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=109.226



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=443.007


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0574 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=109.304



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=443.341


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0678 top1= 97.7273

=== Log global consensus distance @ E25B20 ===
consensus_distance=109.379



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=443.627



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0480 top1= 69.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1003 top1= 46.8349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7620 top1= 42.6583

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0465 top1= 98.8636

=== Log global consensus distance @ E26B0 ===
consensus_distance=109.459



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=443.930


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0576 top1= 98.2955

=== Log global consensus distance @ E26B10 ===
consensus_distance=109.531



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=444.248


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0679 top1= 97.7273

=== Log global consensus distance @ E26B20 ===
consensus_distance=109.604



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=444.523



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0497 top1= 69.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1208 top1= 46.8349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8195 top1= 42.5280

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0474 top1= 98.8636

=== Log global consensus distance @ E27B0 ===
consensus_distance=109.680



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=444.800


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0580 top1= 98.2955

=== Log global consensus distance @ E27B10 ===
consensus_distance=109.744



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=445.093


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0681 top1= 97.7273

=== Log global consensus distance @ E27B20 ===
consensus_distance=109.813



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=445.350



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0518 top1= 69.3810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1452 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8482 top1= 42.5381

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0478 top1= 98.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=109.886



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=445.612


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0586 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=109.947



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=445.896


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0693 top1= 97.7273

=== Log global consensus distance @ E28B20 ===
consensus_distance=110.016



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=446.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0524 top1= 69.7115


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1701 top1= 46.7648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8952 top1= 42.4479

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0486 top1= 98.5795

=== Log global consensus distance @ E29B0 ===
consensus_distance=110.085



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=446.381


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0587 top1= 98.2955

=== Log global consensus distance @ E29B10 ===
consensus_distance=110.139



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=446.648


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0693 top1= 97.7273

=== Log global consensus distance @ E29B20 ===
consensus_distance=110.205



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=446.883



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0544 top1= 69.5913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1898 top1= 46.7648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9017 top1= 42.5481

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0486 top1= 98.8636

=== Log global consensus distance @ E30B0 ===
consensus_distance=110.272



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=447.116


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0586 top1= 98.2955

=== Log global consensus distance @ E30B10 ===
consensus_distance=110.322



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=447.380


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0694 top1= 97.7273

=== Log global consensus distance @ E30B20 ===
consensus_distance=110.389



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=447.616



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0567 top1= 69.5012


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2083 top1= 46.7648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9237 top1= 42.4579

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0485 top1= 98.8636

=== Log global consensus distance @ E31B0 ===
consensus_distance=110.457



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=447.845


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0591 top1= 98.5795

=== Log global consensus distance @ E31B10 ===
consensus_distance=110.505



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=448.101


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0701 top1= 97.7273

=== Log global consensus distance @ E31B20 ===
consensus_distance=110.571



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=448.332



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0588 top1= 69.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2215 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9603 top1= 42.4079

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0495 top1= 98.8636

=== Log global consensus distance @ E32B0 ===
consensus_distance=110.638



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=448.552


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0593 top1= 98.5795

=== Log global consensus distance @ E32B10 ===
consensus_distance=110.680



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=448.795


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0705 top1= 97.7273

=== Log global consensus distance @ E32B20 ===
consensus_distance=110.745



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=449.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0605 top1= 69.5112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2446 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9718 top1= 42.4579

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0494 top1= 98.8636

=== Log global consensus distance @ E33B0 ===
consensus_distance=110.811



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=449.235


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0591 top1= 98.5795

=== Log global consensus distance @ E33B10 ===
consensus_distance=110.850



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=449.472


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0711 top1= 97.7273

=== Log global consensus distance @ E33B20 ===
consensus_distance=110.914



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=449.688



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0625 top1= 69.4912


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2598 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9960 top1= 42.4379

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0496 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=110.980



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=449.898


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0591 top1= 98.5795

=== Log global consensus distance @ E34B10 ===
consensus_distance=111.015



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=450.127


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0715 top1= 97.7273

=== Log global consensus distance @ E34B20 ===
consensus_distance=111.077



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=450.339



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0647 top1= 69.3910


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2767 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0176 top1= 42.4579

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0495 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=111.143



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=450.546


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0587 top1= 98.5795

=== Log global consensus distance @ E35B10 ===
consensus_distance=111.176



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=450.771


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0718 top1= 97.7273

=== Log global consensus distance @ E35B20 ===
consensus_distance=111.238



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=450.980



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0673 top1= 69.3810


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2961 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0484 top1= 42.4179

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0496 top1= 98.8636

=== Log global consensus distance @ E36B0 ===
consensus_distance=111.305



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=451.182


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0587 top1= 98.5795

=== Log global consensus distance @ E36B10 ===
consensus_distance=111.334



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=451.402


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0718 top1= 97.7273

=== Log global consensus distance @ E36B20 ===
consensus_distance=111.396



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=451.609



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0710 top1= 69.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3064 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0555 top1= 42.4679

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0490 top1= 98.5795

=== Log global consensus distance @ E37B0 ===
consensus_distance=111.462



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=451.811


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0584 top1= 98.5795

=== Log global consensus distance @ E37B10 ===
consensus_distance=111.491



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=452.028


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0730 top1= 97.7273

=== Log global consensus distance @ E37B20 ===
consensus_distance=111.552



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=452.227



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0741 top1= 69.1406


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3228 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.0765 top1= 42.4479

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0490 top1= 98.5795

=== Log global consensus distance @ E38B0 ===
consensus_distance=111.618



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=452.423


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0579 top1= 98.5795

=== Log global consensus distance @ E38B10 ===
consensus_distance=111.643



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=452.635


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0726 top1= 97.7273

=== Log global consensus distance @ E38B20 ===
consensus_distance=111.705



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=452.840



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0749 top1= 69.2308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3363 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1039 top1= 42.4679

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0485 top1= 98.5795

=== Log global consensus distance @ E39B0 ===
consensus_distance=111.771



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=453.037


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0575 top1= 98.5795

=== Log global consensus distance @ E39B10 ===
consensus_distance=111.795



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=453.242


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0723 top1= 97.7273

=== Log global consensus distance @ E39B20 ===
consensus_distance=111.853



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=453.436



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0773 top1= 69.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3520 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1125 top1= 42.5381

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0482 top1= 98.5795

=== Log global consensus distance @ E40B0 ===
consensus_distance=111.918



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=453.629


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0570 top1= 98.5795

=== Log global consensus distance @ E40B10 ===
consensus_distance=111.942



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=453.838


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0718 top1= 97.7273

=== Log global consensus distance @ E40B20 ===
consensus_distance=112.002



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=454.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0791 top1= 69.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3619 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1352 top1= 42.5681

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0479 top1= 98.5795

=== Log global consensus distance @ E41B0 ===
consensus_distance=112.069



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=454.237


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0569 top1= 98.5795

=== Log global consensus distance @ E41B10 ===
consensus_distance=112.091



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=454.440


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0728 top1= 97.4432

=== Log global consensus distance @ E41B20 ===
consensus_distance=112.150



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=454.632



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0813 top1= 69.0505


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3787 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1665 top1= 42.4980

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0481 top1= 98.5795

=== Log global consensus distance @ E42B0 ===
consensus_distance=112.214



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=454.817


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0568 top1= 98.5795

=== Log global consensus distance @ E42B10 ===
consensus_distance=112.235



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=455.012


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0728 top1= 97.4432

=== Log global consensus distance @ E42B20 ===
consensus_distance=112.294



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=455.203



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0832 top1= 69.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3893 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1884 top1= 42.5080

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0480 top1= 98.5795

=== Log global consensus distance @ E43B0 ===
consensus_distance=112.356



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=455.387


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0565 top1= 98.5795

=== Log global consensus distance @ E43B10 ===
consensus_distance=112.377



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=455.580


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0733 top1= 97.1591

=== Log global consensus distance @ E43B20 ===
consensus_distance=112.435



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=455.768



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0856 top1= 69.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4031 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1969 top1= 42.5180

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0480 top1= 98.5795

=== Log global consensus distance @ E44B0 ===
consensus_distance=112.496



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=455.949


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0563 top1= 98.5795

=== Log global consensus distance @ E44B10 ===
consensus_distance=112.517



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=456.141


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0732 top1= 97.1591

=== Log global consensus distance @ E44B20 ===
consensus_distance=112.575



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=456.332



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0875 top1= 69.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4140 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2220 top1= 42.5180

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0480 top1= 98.5795

=== Log global consensus distance @ E45B0 ===
consensus_distance=112.636



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=456.513


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0563 top1= 98.5795

=== Log global consensus distance @ E45B10 ===
consensus_distance=112.656



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=456.700


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0739 top1= 96.8750

=== Log global consensus distance @ E45B20 ===
consensus_distance=112.714



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=456.882



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0893 top1= 69.1907


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4263 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2437 top1= 42.5481

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0479 top1= 98.5795

=== Log global consensus distance @ E46B0 ===
consensus_distance=112.772



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.057


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0560 top1= 98.5795

=== Log global consensus distance @ E46B10 ===
consensus_distance=112.792



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.242


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0739 top1= 97.1591

=== Log global consensus distance @ E46B20 ===
consensus_distance=112.850



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.428



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0914 top1= 69.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4357 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2589 top1= 42.5581

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0477 top1= 98.5795

=== Log global consensus distance @ E47B0 ===
consensus_distance=112.907



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.602


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0560 top1= 98.5795

=== Log global consensus distance @ E47B10 ===
consensus_distance=112.927



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.785


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0746 top1= 97.1591

=== Log global consensus distance @ E47B20 ===
consensus_distance=112.984



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=457.964



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0935 top1= 69.1607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4473 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2774 top1= 42.5781

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0476 top1= 98.5795

=== Log global consensus distance @ E48B0 ===
consensus_distance=113.040



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=458.135


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0558 top1= 98.5795

=== Log global consensus distance @ E48B10 ===
consensus_distance=113.059



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=458.317


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0747 top1= 97.1591

=== Log global consensus distance @ E48B20 ===
consensus_distance=113.118



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=458.503



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0949 top1= 69.1707


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4573 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2834 top1= 42.6182

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0474 top1= 98.5795

=== Log global consensus distance @ E49B0 ===
consensus_distance=113.175



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=458.676


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0558 top1= 98.5795

=== Log global consensus distance @ E49B10 ===
consensus_distance=113.194



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=458.856


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0753 top1= 97.1591

=== Log global consensus distance @ E49B20 ===
consensus_distance=113.251



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=459.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0974 top1= 69.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4674 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2979 top1= 42.6583

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0471 top1= 98.5795

=== Log global consensus distance @ E50B0 ===
consensus_distance=113.305



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=459.202


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0554 top1= 98.5795

=== Log global consensus distance @ E50B10 ===
consensus_distance=113.325



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=459.384


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0749 top1= 97.1591

=== Log global consensus distance @ E50B20 ===
consensus_distance=113.383



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=459.570



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0993 top1= 69.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4758 top1= 46.8049


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.3101 top1= 42.6583

