
=== 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=0.517



=== 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 0.417 0.25 ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.25  0.75 ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.9968 top1= 69.0341

=== Log global consensus distance @ E1B10 ===
consensus_distance=1.666



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.073
clique2_consensus_distance=1.510


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.3448 top1= 92.6136

=== Log global consensus distance @ E1B20 ===
consensus_distance=1.719



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.062
clique2_consensus_distance=3.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8789 top1= 36.8590


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4823 top1= 40.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4609 top1= 36.9591

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2290 top1= 93.4659

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.501



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.048
clique2_consensus_distance=3.168


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2245 top1= 94.6023

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.196



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.037
clique2_consensus_distance=2.605


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.2072 top1= 94.3182

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.956



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.030
clique2_consensus_distance=2.136



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6802 top1= 35.6571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2701 top1= 43.5597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8838 top1= 38.1410

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.1646 top1= 96.0227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.785



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.024
clique2_consensus_distance=1.816


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.1925 top1= 94.6023

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.671



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.019
clique2_consensus_distance=1.643


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1647 top1= 94.8864

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.587



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.016
clique2_consensus_distance=1.520



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7158 top1= 35.0160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2278 top1= 45.9635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5810 top1= 38.8221

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.1630 top1= 95.1705

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.523



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=1.423


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.1803 top1= 94.6023

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.484



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.011
clique2_consensus_distance=1.397


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1520 top1= 94.8864

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.452



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=1.365



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6760 top1= 35.2063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1548 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4540 top1= 38.2111

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1790 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.425



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=1.325


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.1765 top1= 94.8864

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.414



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.343


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1496 top1= 95.4545

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.400



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.327



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6032 top1= 36.7087


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1174 top1= 46.3542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.3404 top1= 37.2496

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1911 top1= 93.1818

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.387



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.307


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1714 top1= 94.6023

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.386



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.331


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1414 top1= 96.0227

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.376



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.308



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5717 top1= 37.7304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0562 top1= 46.4143


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0988 top1= 38.4014

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1667 top1= 94.8864

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.369



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.294


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1595 top1= 94.6023

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.368



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.299


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1377 top1= 96.0227

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.358



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.268



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5615 top1= 38.6619


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9902 top1= 46.4744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9229 top1= 40.5449

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1571 top1= 95.7386

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.352



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.249


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1555 top1= 94.6023

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.353



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.256


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1381 top1= 95.4545

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.345



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.229



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5071 top1= 40.7652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9569 top1= 46.6046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9240 top1= 38.7119

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1538 top1= 95.7386

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.342



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.216


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1529 top1= 95.1705

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.342



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.218


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1316 top1= 96.0227

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.335



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.189



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4744 top1= 42.5581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9747 top1= 46.3942


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8225 top1= 38.6719

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1529 top1= 95.7386

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.333



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.183


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1519 top1= 95.4545

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.333



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.185


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1299 top1= 96.0227

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.326



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4799 top1= 43.0689


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9625 top1= 46.4443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7583 top1= 39.3029

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1478 top1= 95.7386

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.325



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.150


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1458 top1= 95.7386

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.325



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.152


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1308 top1= 95.7386

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.320



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4806 top1= 43.1791


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9506 top1= 46.4543


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7982 top1= 39.3530

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1513 top1= 95.7386

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.318



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.120


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1457 top1= 95.4545

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.320



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.130


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1316 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.316



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.116



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4544 top1= 44.3710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9310 top1= 46.3341


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8808 top1= 37.8906

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1587 top1= 95.4545

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.315



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.109


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1490 top1= 95.4545

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.318



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.123


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1283 top1= 96.3068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.315



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4257 top1= 46.2540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9489 top1= 46.0637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8363 top1= 37.6703

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1587 top1= 95.1705

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.315



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.110


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1482 top1= 95.4545

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.318



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.124


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1225 top1= 96.3068

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.315



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.114



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4224 top1= 46.9351


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9393 top1= 45.7933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6973 top1= 39.0625

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1516 top1= 95.4545

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.316



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.115


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1412 top1= 95.7386

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.318



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.123


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1246 top1= 96.3068

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.314



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4291 top1= 46.5244


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8895 top1= 45.8734


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6767 top1= 39.4932

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1438 top1= 96.3068

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.313



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.104


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1417 top1= 95.7386

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.314



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.109


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1243 top1= 96.3068

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.312



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.099



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4209 top1= 47.1855


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8881 top1= 46.1739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7267 top1= 38.3914

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1429 top1= 95.7386

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.309



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.088


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1415 top1= 95.4545

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.310



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.092


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1225 top1= 96.3068

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.308



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4086 top1= 48.2672


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9468 top1= 45.9034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7337 top1= 38.3814

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1469 top1= 95.4545

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.307



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.075


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1431 top1= 95.4545

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.309



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.085


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1200 top1= 97.1591

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.306



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4006 top1= 49.0585


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9499 top1= 45.7432


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7221 top1= 38.4916

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1499 top1= 95.4545

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.306



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.073


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1425 top1= 95.7386

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.309



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.086


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1204 top1= 96.3068

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.308



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3908 top1= 50.0501


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9007 top1= 45.7432


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7039 top1= 38.2612

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1497 top1= 95.1705

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.308



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.081


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1384 top1= 95.7386

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.310



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.091


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1228 top1= 96.5909

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.309



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3948 top1= 49.9900


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8591 top1= 46.2340


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6803 top1= 38.1611

