
=== 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 ByzantineWorker(index=11)

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


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.2990 top1= 88.0682

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.862



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.470
clique2_consensus_distance=1.775


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2284 top1= 92.0455

=== Log global consensus distance @ E1B20 ===
consensus_distance=1.410



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.554
clique2_consensus_distance=3.238



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6183 top1= 57.6723


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9834 top1= 38.9724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5395 top1= 35.1262

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.0570 top1= 98.5795

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.360



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.294
clique2_consensus_distance=3.552


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.0789 top1= 97.1591

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.208



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.077
clique2_consensus_distance=3.506


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.0789 top1= 97.7273

=== Log global consensus distance @ E2B20 ===
consensus_distance=1.174



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.015
clique2_consensus_distance=3.552



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4389 top1= 54.4471


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6336 top1= 42.4079


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6279 top1= 36.9692

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0451 top1= 98.5795

=== Log global consensus distance @ E3B0 ===
consensus_distance=1.216



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=3.706


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0551 top1= 98.5795

=== Log global consensus distance @ E3B10 ===
consensus_distance=1.258



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=3.838


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.0291 top1= 99.4318

=== Log global consensus distance @ E3B20 ===
consensus_distance=1.293



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=3.953



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4546 top1= 49.3389


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.6284 top1= 44.4712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7063 top1= 38.6318

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0317 top1= 99.4318

=== Log global consensus distance @ E4B0 ===
consensus_distance=1.317



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.075


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0327 top1= 99.4318

=== Log global consensus distance @ E4B10 ===
consensus_distance=1.320



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=4.141


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0180 top1= 99.7159

=== Log global consensus distance @ E4B20 ===
consensus_distance=1.325



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.217



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5151 top1= 45.5629


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.1020 top1= 45.1122


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3616 top1= 40.6851

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0237 top1= 99.7159

=== Log global consensus distance @ E5B0 ===
consensus_distance=1.337



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.326


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0192 top1=100.0000

=== Log global consensus distance @ E5B10 ===
consensus_distance=1.329



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.359


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0145 top1=100.0000

=== Log global consensus distance @ E5B20 ===
consensus_distance=1.328



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.410



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7283 top1= 38.2412


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4577 top1= 45.5629


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7223 top1= 42.7384

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0153 top1= 99.7159

=== Log global consensus distance @ E6B0 ===
consensus_distance=1.330



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.478


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0138 top1= 99.7159

=== Log global consensus distance @ E6B10 ===
consensus_distance=1.318



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.490


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0115 top1= 99.7159

=== Log global consensus distance @ E6B20 ===
consensus_distance=1.316



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.524



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9357 top1= 33.7941


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5867 top1= 46.3742


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0196 top1= 42.8185

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E7B0 ===
consensus_distance=1.311



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.564


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0110 top1=100.0000

=== Log global consensus distance @ E7B10 ===
consensus_distance=1.304



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.591


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.0121 top1= 99.7159

=== Log global consensus distance @ E7B20 ===
consensus_distance=1.303



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=4.621



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9613 top1= 33.2332


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2405 top1= 46.5946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0316 top1= 43.8702

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0098 top1=100.0000

=== Log global consensus distance @ E8B0 ===
consensus_distance=1.299



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.656


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.0104 top1= 99.7159

=== Log global consensus distance @ E8B10 ===
consensus_distance=1.288



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.653


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E8B20 ===
consensus_distance=1.282



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=4.659



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1210 top1= 31.7308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.0641 top1= 47.5361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8354 top1= 44.5212

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0141 top1= 99.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=1.284



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.698


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0230 top1= 99.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=1.278



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.719


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0170 top1= 99.7159

=== Log global consensus distance @ E9B20 ===
consensus_distance=1.297



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.013
clique2_consensus_distance=4.798



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0904 top1= 32.9026


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9445 top1= 48.5276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9861 top1= 44.2007

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0100 top1= 99.7159

=== Log global consensus distance @ E10B0 ===
consensus_distance=1.306



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=4.874


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0170 top1= 99.7159

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.298



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.899


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0201 top1= 99.1477

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.311



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=4.946



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8071 top1= 37.3297


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6091 top1= 48.7881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3819 top1= 44.8718

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0074 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.325



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=5.033


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0301 top1= 99.4318

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.321



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.050


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.317



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.047



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6379 top1= 42.3578


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6983 top1= 48.2472


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2586 top1= 43.4195

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0054 top1=100.0000

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.316



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.052


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0101 top1= 99.4318

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.304



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.017


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0078 top1=100.0000

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.298



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.998



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8842 top1= 41.2159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9501 top1= 48.1470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0233 top1= 45.2724

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0046 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.296



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.995


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.284



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.959


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0047 top1=100.0000

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.286



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=4.963



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8036 top1= 44.0304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6378 top1= 48.6078


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4277 top1= 44.5212

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0099 top1=100.0000

=== Log global consensus distance @ E14B0 ===
consensus_distance=1.279



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.952


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0060 top1=100.0000

=== Log global consensus distance @ E14B10 ===
consensus_distance=1.270



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.923


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0113 top1= 99.7159

=== Log global consensus distance @ E14B20 ===
consensus_distance=1.273



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.938



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8644 top1= 41.9171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6623 top1= 49.4291


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.3061 top1= 45.4627

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0043 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.277



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=4.951


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0052 top1=100.0000

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.273



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.951


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0076 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.273



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=4.956



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8993 top1= 42.9287


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6853 top1= 48.8882


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6221 top1= 45.2925

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0068 top1=100.0000

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.269



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=4.937


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0033 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.261



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.915


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0108 top1=100.0000

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.264



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.929



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8310 top1= 45.7031


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7627 top1= 48.2071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7347 top1= 45.3826

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0031 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.280



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.032
clique2_consensus_distance=4.937


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0092 top1= 99.7159

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.272



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=4.965


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0074 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.274



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.991



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9088 top1= 46.9551


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4497 top1= 48.2873


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8886 top1= 45.7532

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0035 top1=100.0000

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.286



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=5.022


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0144 top1= 99.7159

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.286



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.042


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0244 top1= 99.4318

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.303



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8215 top1= 49.0184


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1943 top1= 48.6679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9401 top1= 45.4427

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0272 top1= 99.4318

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.483



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.144


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0149 top1= 99.7159

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.736



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.171


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0155 top1= 99.7159

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.860



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.235



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9929 top1= 47.1254


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2280 top1= 49.0685


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1242 top1= 44.2308

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0289 top1= 99.7159

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.904



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=5.329


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0069 top1= 99.7159

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.905



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.408


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0459 top1= 98.8636

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.953



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.481



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7179 top1= 50.4908


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0668 top1= 49.1887


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6785 top1= 45.1022

