
=== 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= 78.1250

=== 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: 0.8152 top1= 77.8409

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.023
clique2_consensus_distance=114.718



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4283 top1= 65.1442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9406 top1= 40.6951


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1667 top1= 35.9675

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.6957 top1= 78.9773

=== Log global consensus distance @ E3B0 ===
consensus_distance=33.007



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.021
clique2_consensus_distance=134.675


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.6322 top1= 79.2614

=== Log global consensus distance @ E3B10 ===
consensus_distance=36.873



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=150.381


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.5658 top1= 84.0909

=== Log global consensus distance @ E3B20 ===
consensus_distance=40.660



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=165.743



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3116 top1= 58.3033


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3512 top1= 41.2260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5643 top1= 38.9123

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.5042 top1= 87.2159

=== Log global consensus distance @ E4B0 ===
consensus_distance=44.207



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=180.159


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.5946 top1= 84.9432

=== Log global consensus distance @ E4B10 ===
consensus_distance=47.226



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=192.386


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.4022 top1= 86.6477

=== Log global consensus distance @ E4B20 ===
consensus_distance=49.887



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=203.167



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3361 top1= 53.7059


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4409 top1= 43.1591


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4774 top1= 37.8706

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.3172 top1= 90.6250

=== Log global consensus distance @ E5B0 ===
consensus_distance=52.142



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=212.322


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3261 top1= 90.3409

=== Log global consensus distance @ E5B10 ===
consensus_distance=54.460



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=221.710


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.4660 top1= 86.3636

=== Log global consensus distance @ E5B20 ===
consensus_distance=56.870



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=231.398



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1563 top1= 69.4111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6151 top1= 46.3341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2816 top1= 37.3998

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.4216 top1= 89.4886

=== Log global consensus distance @ E6B0 ===
consensus_distance=60.135



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=244.589


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.3608 top1= 88.9205

=== Log global consensus distance @ E6B10 ===
consensus_distance=63.783



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=259.426


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.2383 top1= 92.6136

=== Log global consensus distance @ E6B20 ===
consensus_distance=66.671



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=271.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2137 top1= 72.1855


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5285 top1= 45.7732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5209 top1= 40.7452

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.2282 top1= 92.3295

=== Log global consensus distance @ E7B0 ===
consensus_distance=68.636



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=279.076


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.2157 top1= 93.7500

=== Log global consensus distance @ E7B10 ===
consensus_distance=70.116



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=285.060


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.2294 top1= 94.3182

=== Log global consensus distance @ E7B20 ===
consensus_distance=71.478



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=290.551



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1933 top1= 67.8085


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4424 top1= 45.0120


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8548 top1= 40.0341

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.2014 top1= 93.1818

=== Log global consensus distance @ E8B0 ===
consensus_distance=72.799



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=295.886


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1829 top1= 93.7500

=== Log global consensus distance @ E8B10 ===
consensus_distance=74.016



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=300.817


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.2287 top1= 94.0341

=== Log global consensus distance @ E8B20 ===
consensus_distance=75.024



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=304.902



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1317 top1= 71.0337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7258 top1= 46.0337


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7480 top1= 41.9972

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1510 top1= 94.8864

=== Log global consensus distance @ E9B0 ===
consensus_distance=75.908



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=308.477


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1515 top1= 96.5909

=== Log global consensus distance @ E9B10 ===
consensus_distance=76.798



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=312.068


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.2059 top1= 94.0341

=== Log global consensus distance @ E9B20 ===
consensus_distance=77.655



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=315.510



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1503 top1= 68.6098


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6094 top1= 46.4343


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0175 top1= 40.9355

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1635 top1= 94.8864

=== Log global consensus distance @ E10B0 ===
consensus_distance=78.518



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=319.001


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1322 top1= 96.5909

=== Log global consensus distance @ E10B10 ===
consensus_distance=79.455



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=322.781


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1676 top1= 95.1705

=== Log global consensus distance @ E10B20 ===
consensus_distance=80.566



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=327.295



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0978 top1= 69.9419


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7558 top1= 46.6647


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0299 top1= 41.9371

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1288 top1= 95.4545

=== Log global consensus distance @ E11B0 ===
consensus_distance=81.544



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=331.264


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1111 top1= 97.1591

=== Log global consensus distance @ E11B10 ===
consensus_distance=82.460



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=334.975


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1849 top1= 95.1705

=== Log global consensus distance @ E11B20 ===
consensus_distance=83.443



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=338.948



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0601 top1= 71.1639


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3542 top1= 46.3041


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0354 top1= 41.5264

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0923 top1= 96.8750

=== Log global consensus distance @ E12B0 ===
consensus_distance=84.283



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=342.339


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1038 top1= 97.4432

=== Log global consensus distance @ E12B10 ===
consensus_distance=85.114



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=345.695


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1448 top1= 96.5909

=== Log global consensus distance @ E12B20 ===
consensus_distance=86.111



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=349.725



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0381 top1= 70.6530


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3025 top1= 47.0252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3970 top1= 39.6635

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1274 top1= 95.7386

=== Log global consensus distance @ E13B0 ===
consensus_distance=86.942



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=353.074


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0934 top1= 98.0114

=== Log global consensus distance @ E13B10 ===
consensus_distance=87.662



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=355.948


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1443 top1= 95.7386

=== Log global consensus distance @ E13B20 ===
consensus_distance=88.423



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=359.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0092 top1= 72.2756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2950 top1= 46.7147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4199 top1= 39.5933

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1284 top1= 97.1591

=== Log global consensus distance @ E14B0 ===
consensus_distance=89.084



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=361.712


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0981 top1= 97.7273

=== Log global consensus distance @ E14B10 ===
consensus_distance=89.724



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=364.237


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1317 top1= 96.5909

=== Log global consensus distance @ E14B20 ===
consensus_distance=90.327



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=366.668



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0012 top1= 72.1354


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4004 top1= 46.8249


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3511 top1= 41.4263

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1089 top1= 96.5909

=== Log global consensus distance @ E15B0 ===
consensus_distance=90.922



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=369.133


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1032 top1= 97.4432

=== Log global consensus distance @ E15B10 ===
consensus_distance=91.506



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=371.479


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1353 top1= 96.3068

=== Log global consensus distance @ E15B20 ===
consensus_distance=92.096



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=373.845



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9691 top1= 73.2272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6551 top1= 47.0252


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3497 top1= 42.4880

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0836 top1= 97.4432

=== Log global consensus distance @ E16B0 ===
consensus_distance=92.700



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=376.310


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0895 top1= 97.7273

=== Log global consensus distance @ E16B10 ===
consensus_distance=93.319



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=378.810


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1155 top1= 96.8750

=== Log global consensus distance @ E16B20 ===
consensus_distance=93.898



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=381.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9504 top1= 73.0569


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8902 top1= 47.1554


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3941 top1= 42.1875

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0830 top1= 97.1591

=== Log global consensus distance @ E17B0 ===
consensus_distance=94.495



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=383.563


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0780 top1= 98.2955

=== Log global consensus distance @ E17B10 ===
consensus_distance=95.082



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=385.934


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1257 top1= 96.8750

=== Log global consensus distance @ E17B20 ===
consensus_distance=95.567



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=387.878



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9387 top1= 73.9283


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9574 top1= 47.0653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3636 top1= 43.4896

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0674 top1= 97.7273

=== Log global consensus distance @ E18B0 ===
consensus_distance=95.998



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=389.634


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0634 top1= 98.8636

=== Log global consensus distance @ E18B10 ===
consensus_distance=96.469



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=391.543


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1391 top1= 96.3068

=== Log global consensus distance @ E18B20 ===
consensus_distance=96.904



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=393.274



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9179 top1= 74.5994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8753 top1= 46.9852


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0712 top1= 45.3025

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0585 top1= 98.8636

=== Log global consensus distance @ E19B0 ===
consensus_distance=97.404



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=395.303


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0674 top1= 98.8636

=== Log global consensus distance @ E19B10 ===
consensus_distance=97.989



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=397.686


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1614 top1= 95.7386

=== Log global consensus distance @ E19B20 ===
consensus_distance=98.460



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=399.523



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9507 top1= 72.3658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9364 top1= 46.8850


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8205 top1= 40.0641

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0953 top1= 97.4432

=== Log global consensus distance @ E20B0 ===
consensus_distance=98.786



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=400.823


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0787 top1= 98.0114

=== Log global consensus distance @ E20B10 ===
consensus_distance=99.038



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=401.834


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1396 top1= 96.3068

=== Log global consensus distance @ E20B20 ===
consensus_distance=99.314



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=402.951



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9340 top1= 73.4275


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9860 top1= 46.8750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5834 top1= 42.6282

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0711 top1= 98.0114

=== Log global consensus distance @ E21B0 ===
consensus_distance=99.583



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=404.074


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0624 top1= 98.5795

=== Log global consensus distance @ E21B10 ===
consensus_distance=99.907



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=405.406


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.1203 top1= 96.3068

=== Log global consensus distance @ E21B20 ===
consensus_distance=100.193



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=406.565



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9303 top1= 72.7764


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0310 top1= 46.8349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7711 top1= 42.6282

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0653 top1= 98.2955

=== Log global consensus distance @ E22B0 ===
consensus_distance=100.412



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=407.461


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0592 top1= 98.2955

=== Log global consensus distance @ E22B10 ===
consensus_distance=100.627



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=408.341


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.1148 top1= 96.3068

=== Log global consensus distance @ E22B20 ===
consensus_distance=100.832



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=409.168



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9227 top1= 72.7163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0642 top1= 46.7648


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7906 top1= 42.8886

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0615 top1= 98.2955

=== Log global consensus distance @ E23B0 ===
consensus_distance=101.019



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=409.928


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0575 top1= 98.5795

=== Log global consensus distance @ E23B10 ===
consensus_distance=101.221



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=410.755


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.1081 top1= 96.3068

=== Log global consensus distance @ E23B20 ===
consensus_distance=101.427



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=411.582



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9264 top1= 72.5160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0943 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8961 top1= 42.9587

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0585 top1= 98.2955

=== Log global consensus distance @ E24B0 ===
consensus_distance=101.603



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=412.294


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0561 top1= 98.2955

=== Log global consensus distance @ E24B10 ===
consensus_distance=101.783



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=413.030


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.1070 top1= 96.0227

=== Log global consensus distance @ E24B20 ===
consensus_distance=101.967



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=413.768



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9241 top1= 72.4359


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1269 top1= 46.7548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9491 top1= 43.0188

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0564 top1= 98.2955

=== Log global consensus distance @ E25B0 ===
consensus_distance=102.122



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=414.393


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0550 top1= 98.2955

=== Log global consensus distance @ E25B10 ===
consensus_distance=102.283



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=415.052


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.1060 top1= 96.3068

=== Log global consensus distance @ E25B20 ===
consensus_distance=102.455



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=415.744



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9256 top1= 72.3658


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1475 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9942 top1= 43.0389

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0556 top1= 98.5795

=== Log global consensus distance @ E26B0 ===
consensus_distance=102.600



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=416.325


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0544 top1= 98.2955

=== Log global consensus distance @ E26B10 ===
consensus_distance=102.750



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=416.941


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.1050 top1= 96.3068

=== Log global consensus distance @ E26B20 ===
consensus_distance=102.914



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=417.598



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9307 top1= 71.9151


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1752 top1= 46.7348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0201 top1= 43.0389

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0546 top1= 98.5795

=== Log global consensus distance @ E27B0 ===
consensus_distance=103.058



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=418.179


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0519 top1= 98.2955

=== Log global consensus distance @ E27B10 ===
consensus_distance=103.207



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=418.788


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.1029 top1= 96.3068

=== Log global consensus distance @ E27B20 ===
consensus_distance=103.373



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=419.454



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9299 top1= 71.7448


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1951 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0562 top1= 43.0689

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0535 top1= 98.5795

=== Log global consensus distance @ E28B0 ===
consensus_distance=103.520



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=420.046


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0504 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=103.656



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=420.605


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.1024 top1= 96.3068

=== Log global consensus distance @ E28B20 ===
consensus_distance=103.802



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=421.189



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9282 top1= 71.7548


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2156 top1= 46.7348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0787 top1= 43.1390

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0522 top1= 98.5795

=== Log global consensus distance @ E29B0 ===
consensus_distance=103.937



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=421.732


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0499 top1= 98.8636

=== Log global consensus distance @ E29B10 ===
consensus_distance=104.067



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=422.267


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.1038 top1= 96.3068

=== Log global consensus distance @ E29B20 ===
consensus_distance=104.199



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=422.790



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9320 top1= 71.5545


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2309 top1= 46.7248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1846 top1= 42.6683

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0532 top1= 98.5795

=== Log global consensus distance @ E30B0 ===
consensus_distance=104.318



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=423.266


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0491 top1= 98.8636

=== Log global consensus distance @ E30B10 ===
consensus_distance=104.425



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=423.709


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.1037 top1= 96.3068

=== Log global consensus distance @ E30B20 ===
consensus_distance=104.544



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=424.188



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9298 top1= 71.8149


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2539 top1= 46.7147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1936 top1= 42.8385

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0520 top1= 98.5795

=== Log global consensus distance @ E31B0 ===
consensus_distance=104.659



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=424.648


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0478 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=104.771



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=425.107


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.1027 top1= 96.3068

=== Log global consensus distance @ E31B20 ===
consensus_distance=104.881



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=425.553



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9305 top1= 71.8450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2635 top1= 46.7248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2220 top1= 42.6683

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0526 top1= 98.5795

=== Log global consensus distance @ E32B0 ===
consensus_distance=104.989



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=425.981


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0470 top1= 98.8636

=== Log global consensus distance @ E32B10 ===
consensus_distance=105.096



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=426.423


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.1024 top1= 96.3068

=== Log global consensus distance @ E32B20 ===
consensus_distance=105.203



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=426.856



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9311 top1= 72.0052


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2842 top1= 46.7248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2508 top1= 42.7183

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0521 top1= 98.5795

=== Log global consensus distance @ E33B0 ===
consensus_distance=105.308



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=427.271


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0465 top1= 98.8636

=== Log global consensus distance @ E33B10 ===
consensus_distance=105.415



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=427.710


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.1007 top1= 96.3068

=== Log global consensus distance @ E33B20 ===
consensus_distance=105.508



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=428.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9304 top1= 72.0954


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2951 top1= 46.7348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2887 top1= 42.7684

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0522 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=105.602



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=428.461


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0460 top1= 98.8636

=== Log global consensus distance @ E34B10 ===
consensus_distance=105.708



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=428.895


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.1012 top1= 96.3068

=== Log global consensus distance @ E34B20 ===
consensus_distance=105.809



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=429.305



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9317 top1= 72.1354


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3099 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2798 top1= 42.6683

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0509 top1= 98.8636

=== Log global consensus distance @ E35B0 ===
consensus_distance=105.906



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=429.692


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0460 top1= 98.8636

=== Log global consensus distance @ E35B10 ===
consensus_distance=106.012



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=430.126


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0986 top1= 96.3068

=== Log global consensus distance @ E35B20 ===
consensus_distance=106.103



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=430.495



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9307 top1= 72.1454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3239 top1= 46.7047


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3051 top1= 42.9187

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0504 top1= 99.1477

=== Log global consensus distance @ E36B0 ===
consensus_distance=106.192



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=430.847


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0455 top1= 98.8636

=== Log global consensus distance @ E36B10 ===
consensus_distance=106.294



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=431.268


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.1000 top1= 96.3068

=== Log global consensus distance @ E36B20 ===
consensus_distance=106.393



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=431.668



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9331 top1= 72.1054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3361 top1= 46.7147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2944 top1= 42.7584

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0492 top1= 99.1477

=== Log global consensus distance @ E37B0 ===
consensus_distance=106.487



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=432.042


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0462 top1= 98.8636

=== Log global consensus distance @ E37B10 ===
consensus_distance=106.594



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=432.480


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0976 top1= 96.3068

=== Log global consensus distance @ E37B20 ===
consensus_distance=106.687



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=432.854



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9312 top1= 72.2256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3474 top1= 46.7248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3235 top1= 43.0288

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0484 top1= 99.1477

=== Log global consensus distance @ E38B0 ===
consensus_distance=106.774



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=433.202


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0457 top1= 98.8636

=== Log global consensus distance @ E38B10 ===
consensus_distance=106.878



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=433.629


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0981 top1= 96.3068

=== Log global consensus distance @ E38B20 ===
consensus_distance=106.978



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=434.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9353 top1= 72.1154


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3611 top1= 46.7147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3286 top1= 42.9187

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0468 top1= 99.1477

=== Log global consensus distance @ E39B0 ===
consensus_distance=107.072



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=434.407


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0462 top1= 98.8636

=== Log global consensus distance @ E39B10 ===
consensus_distance=107.177



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=434.836


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0959 top1= 96.3068

=== Log global consensus distance @ E39B20 ===
consensus_distance=107.266



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=435.199



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9341 top1= 72.1054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3675 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3552 top1= 43.0889

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0465 top1= 99.1477

=== Log global consensus distance @ E40B0 ===
consensus_distance=107.351



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=435.535


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0458 top1= 98.8636

=== Log global consensus distance @ E40B10 ===
consensus_distance=107.454



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=435.959


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0952 top1= 96.3068

=== Log global consensus distance @ E40B20 ===
consensus_distance=107.554



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=436.362



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9370 top1= 72.0252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3833 top1= 46.7348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3526 top1= 43.0589

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0449 top1= 99.1477

=== Log global consensus distance @ E41B0 ===
consensus_distance=107.645



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=436.727


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0458 top1= 98.8636

=== Log global consensus distance @ E41B10 ===
consensus_distance=107.749



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=437.153


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0934 top1= 96.3068

=== Log global consensus distance @ E41B20 ===
consensus_distance=107.841



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=437.523



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9370 top1= 71.9852


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3924 top1= 46.7248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3761 top1= 43.1791

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0448 top1= 99.1477

=== Log global consensus distance @ E42B0 ===
consensus_distance=107.926



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=437.862


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0452 top1= 98.8636

=== Log global consensus distance @ E42B10 ===
consensus_distance=108.029



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=438.285


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0927 top1= 96.3068

=== Log global consensus distance @ E42B20 ===
consensus_distance=108.128



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=438.686



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9398 top1= 71.9251


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4013 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3702 top1= 43.2192

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0437 top1= 99.1477

=== Log global consensus distance @ E43B0 ===
consensus_distance=108.220



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=439.051


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0451 top1= 98.8636

=== Log global consensus distance @ E43B10 ===
consensus_distance=108.324



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=439.478


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0913 top1= 96.3068

=== Log global consensus distance @ E43B20 ===
consensus_distance=108.416



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=439.849



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9397 top1= 71.8850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4114 top1= 46.7448


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3910 top1= 43.2692

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0434 top1= 99.1477

=== Log global consensus distance @ E44B0 ===
consensus_distance=108.501



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=440.189


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0448 top1= 98.8636

=== Log global consensus distance @ E44B10 ===
consensus_distance=108.606



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=440.618


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0898 top1= 96.3068

=== Log global consensus distance @ E44B20 ===
consensus_distance=108.706



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=441.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9415 top1= 71.7748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4229 top1= 46.7348


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3951 top1= 43.3393

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0425 top1= 98.8636

=== Log global consensus distance @ E45B0 ===
consensus_distance=108.795



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=441.376


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0449 top1= 98.8636

=== Log global consensus distance @ E45B10 ===
consensus_distance=108.894



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=441.784


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0890 top1= 96.3068

=== Log global consensus distance @ E45B20 ===
consensus_distance=108.986



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=442.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9415 top1= 71.8049


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4298 top1= 46.7548


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4083 top1= 43.3994

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0424 top1= 98.8636

=== Log global consensus distance @ E46B0 ===
consensus_distance=109.071



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=442.495


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0448 top1= 98.8636

=== Log global consensus distance @ E46B10 ===
consensus_distance=109.174



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=442.917


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0879 top1= 96.5909

=== Log global consensus distance @ E46B20 ===
consensus_distance=109.274



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=443.322



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9438 top1= 71.6947


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4401 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4259 top1= 43.3494

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0424 top1= 98.8636

=== Log global consensus distance @ E47B0 ===
consensus_distance=109.362



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=443.671


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0451 top1= 98.5795

=== Log global consensus distance @ E47B10 ===
consensus_distance=109.458



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=444.066


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0874 top1= 96.5909

=== Log global consensus distance @ E47B20 ===
consensus_distance=109.546



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=444.421



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9442 top1= 71.5845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4475 top1= 46.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4537 top1= 43.3694

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0428 top1= 99.1477

=== Log global consensus distance @ E48B0 ===
consensus_distance=109.626



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=444.738


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0450 top1= 98.5795

=== Log global consensus distance @ E48B10 ===
consensus_distance=109.720



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=445.126


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0858 top1= 96.5909

=== Log global consensus distance @ E48B20 ===
consensus_distance=109.814



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=445.503



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9460 top1= 71.5044


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4563 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4609 top1= 43.3994

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0427 top1= 99.1477

=== Log global consensus distance @ E49B0 ===
consensus_distance=109.896



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=445.830


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0451 top1= 98.5795

=== Log global consensus distance @ E49B10 ===
consensus_distance=109.987



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=446.207


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0853 top1= 96.5909

=== Log global consensus distance @ E49B20 ===
consensus_distance=110.072



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=446.547



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9460 top1= 71.4643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4632 top1= 46.7849


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4995 top1= 43.4395

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0429 top1= 99.1477

=== Log global consensus distance @ E50B0 ===
consensus_distance=110.148



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=446.851


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0452 top1= 98.5795

=== Log global consensus distance @ E50B10 ===
consensus_distance=110.237



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=447.220


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0841 top1= 96.5909

=== Log global consensus distance @ E50B20 ===
consensus_distance=110.324



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=447.568



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9480 top1= 71.4243


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4732 top1= 46.7949


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5218 top1= 43.3894

