
=== 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 0.499 0.168]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.168 0.833]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 1.1145 top1= 62.5000

=== Log global consensus distance @ E1B10 ===
consensus_distance=1.296



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.054
clique2_consensus_distance=1.459


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.4466 top1= 88.6364

=== Log global consensus distance @ E1B20 ===
consensus_distance=1.450



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.045
clique2_consensus_distance=3.050



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7354 top1= 44.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7869 top1= 40.6150


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2406 top1= 38.3814

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.2796 top1= 92.3295

=== Log global consensus distance @ E2B0 ===
consensus_distance=1.290



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.035
clique2_consensus_distance=3.091


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.2857 top1= 93.4659

=== Log global consensus distance @ E2B10 ===
consensus_distance=1.029



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.027
clique2_consensus_distance=2.528


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.2720 top1= 94.0341

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.814



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=2.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5241 top1= 43.4896


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0890 top1= 42.3377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1659 top1= 41.4864

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.2112 top1= 94.8864

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.676



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=1.736


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.2442 top1= 93.7500

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.585



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.014
clique2_consensus_distance=1.580


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.2092 top1= 94.3182

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.518



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.012
clique2_consensus_distance=1.468



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5129 top1= 42.1174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9842 top1= 45.6030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2115 top1= 39.1426

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.1949 top1= 95.1705

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.467



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=1.380


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.2144 top1= 94.0341

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.436



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.009
clique2_consensus_distance=1.349


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.1912 top1= 94.8864

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.410



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.008
clique2_consensus_distance=1.311



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4621 top1= 44.2208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9241 top1= 46.1939


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1700 top1= 37.8405

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.1969 top1= 94.3182

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.390



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.283


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.2041 top1= 94.3182

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.383



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=1.297


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.1875 top1= 95.1705

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.368



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.268



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4031 top1= 47.4159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8228 top1= 46.2139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0301 top1= 37.6803

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.1929 top1= 94.0341

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.360



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.258


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1959 top1= 94.0341

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.360



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.006
clique2_consensus_distance=1.276


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1830 top1= 95.4545

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.348



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.241



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3623 top1= 50.0601


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7345 top1= 46.1038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8469 top1= 38.2913

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1840 top1= 95.1705

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.345



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.238


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1915 top1= 94.0341

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.348



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.255


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1777 top1= 95.1705

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.335



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.211



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3270 top1= 53.0148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6852 top1= 46.2740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7087 top1= 38.4916

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1754 top1= 96.0227

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.334



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.211


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1858 top1= 93.7500

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.338



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.228


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1727 top1= 95.4545

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.326



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.179



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3145 top1= 53.8662


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6626 top1= 46.0637


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5602 top1= 39.4131

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1670 top1= 96.0227

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.324



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.174


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1785 top1= 94.3182

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.327



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.187


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1690 top1= 96.8750

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.317



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2909 top1= 55.7692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6806 top1= 45.9936


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5037 top1= 39.3530

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1639 top1= 96.3068

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.314



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.134


[E10B10 |   4224/60000 (  7%) ] Loss: 0.1727 top1= 94.6023

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.315



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.137


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1656 top1= 96.5909

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.308



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.110



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2850 top1= 56.6807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7029 top1= 46.0837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4746 top1= 39.2228

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1655 top1= 95.4545

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.307



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.105


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1716 top1= 95.1705

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.309



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.111


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1622 top1= 96.3068

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.304



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.094



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2765 top1= 57.6122


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7313 top1= 46.1138


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4805 top1= 38.9223

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1665 top1= 95.1705

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.303



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.091


[E12B10 |   4224/60000 (  7%) ] Loss: 0.1724 top1= 95.1705

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.305



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.096


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1604 top1= 96.0227

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.302



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2706 top1= 58.0228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7152 top1= 46.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4907 top1= 38.5216

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.1654 top1= 95.7386

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.301



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.081


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1736 top1= 95.1705

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.303



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.086


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.1582 top1= 96.0227

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.300



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2580 top1= 59.1046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7331 top1= 46.1739


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4977 top1= 38.2212

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.1647 top1= 95.7386

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.299



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.073


[E14B10 |   4224/60000 (  7%) ] Loss: 0.1782 top1= 95.1705

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.300



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.077


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.1582 top1= 95.4545

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.298



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2514 top1= 59.6054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7120 top1= 46.2740


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4921 top1= 38.2011

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.1645 top1= 96.0227

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.298



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.068


[E15B10 |   4224/60000 (  7%) ] Loss: 0.1784 top1= 94.6023

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.299



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.073


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.1592 top1= 95.7386

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.298



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2525 top1= 59.2348


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6697 top1= 46.5545


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4830 top1= 38.0108

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1588 top1= 96.5909

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.298



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.068


[E16B10 |   4224/60000 (  7%) ] Loss: 0.1781 top1= 94.8864

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.298



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.069


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.1532 top1= 96.0227

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.297



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2436 top1= 60.7071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6831 top1= 46.4443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4715 top1= 37.8105

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.1553 top1= 96.5909

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.296



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.062


[E17B10 |   4224/60000 (  7%) ] Loss: 0.1784 top1= 94.6023

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.296



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.060


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.1542 top1= 96.0227

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.294



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2402 top1= 61.3982


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6978 top1= 46.1538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4514 top1= 37.7604

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.1589 top1= 95.7386

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.294



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.051


[E18B10 |   4224/60000 (  7%) ] Loss: 0.1788 top1= 95.1705

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.296



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.058


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.1551 top1= 96.3068

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.294



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.053



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2407 top1= 61.7588


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7019 top1= 46.2139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4506 top1= 37.6903

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.1595 top1= 95.7386

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.294



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.052


[E19B10 |   4224/60000 (  7%) ] Loss: 0.1777 top1= 94.6023

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.295



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.057


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.1535 top1= 96.3068

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.295



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.056



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2371 top1= 62.3798


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6835 top1= 46.3742


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4743 top1= 37.5000

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.1570 top1= 96.5909

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.293



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.048


[E20B10 |   4224/60000 (  7%) ] Loss: 0.1768 top1= 94.8864

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.294



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.052


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.1506 top1= 96.0227

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.293



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=1.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2335 top1= 63.8121


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7075 top1= 46.3041


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4530 top1= 37.4900

