
=== 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 0.167 0.5  ]
 [0.    0.    0.    0.    0.    0.    0.    0.    0.    0.    0.5   0.5  ]]


[E 1B10 |   4224/60000 (  7%) ] Loss: 0.4402 top1= 88.0682

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.748



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.017
clique2_consensus_distance=1.704


[E 1B20 |   8064/60000 ( 13%) ] Loss: 0.2230 top1= 94.0341

=== Log global consensus distance @ E1B20 ===
consensus_distance=2.087



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=3.865



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8683 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3893 top1= 40.1743


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.5309 top1= 42.1074

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 0.1631 top1= 93.7500

=== Log global consensus distance @ E2B0 ===
consensus_distance=3.300



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.075


[E 2B10 |   4224/60000 (  7%) ] Loss: 0.1500 top1= 94.6023

=== Log global consensus distance @ E2B10 ===
consensus_distance=4.342



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.623


[E 2B20 |   8064/60000 ( 13%) ] Loss: 0.1547 top1= 95.4545

=== Log global consensus distance @ E2B20 ===
consensus_distance=5.301



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=5.935



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.2904 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3344 top1= 44.5813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8721 top1= 45.0120

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 0.0919 top1= 96.8750

=== Log global consensus distance @ E3B0 ===
consensus_distance=6.290



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.192


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.0881 top1= 97.4432

=== Log global consensus distance @ E3B10 ===
consensus_distance=7.394



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.494


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.1077 top1= 96.8750

=== Log global consensus distance @ E3B20 ===
consensus_distance=8.549



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=6.775



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.8086 top1=  9.7556


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0235 top1= 45.9235


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.2157 top1= 45.1623

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.0487 top1= 98.5795

=== Log global consensus distance @ E4B0 ===
consensus_distance=9.801



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.127


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.0507 top1= 98.5795

=== Log global consensus distance @ E4B10 ===
consensus_distance=11.188



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.495


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.0743 top1= 98.2955

=== Log global consensus distance @ E4B20 ===
consensus_distance=12.623



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=7.852



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.2821 top1= 12.8706


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9480 top1= 45.9736


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7132 top1= 45.0321

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.0431 top1= 99.1477

=== Log global consensus distance @ E5B0 ===
consensus_distance=14.129



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.266


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.0647 top1= 98.8636

=== Log global consensus distance @ E5B10 ===
consensus_distance=15.788



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=8.698


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.0814 top1= 98.5795

=== Log global consensus distance @ E5B20 ===
consensus_distance=17.482



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.3713 top1= 16.0757


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9993 top1= 47.6362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4477 top1= 45.5629

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.0788 top1= 99.1477

=== Log global consensus distance @ E6B0 ===
consensus_distance=19.512



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.524


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.0239 top1=100.0000

=== Log global consensus distance @ E6B10 ===
consensus_distance=21.906



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=9.971


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.0611 top1= 98.8636

=== Log global consensus distance @ E6B20 ===
consensus_distance=24.582



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=10.386



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.3297 top1= 15.9856


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9923 top1= 48.7380


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6542 top1= 45.3926

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.0190 top1=100.0000

=== Log global consensus distance @ E7B0 ===
consensus_distance=27.652



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=10.863


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.0223 top1= 99.4318

=== Log global consensus distance @ E7B10 ===
consensus_distance=30.678



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=11.312


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.7278 top1= 99.1477

=== Log global consensus distance @ E7B20 ===
consensus_distance=33.488



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=11.696



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.9999 top1= 18.3694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3038 top1= 49.1286


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6143 top1= 44.8217

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.0905 top1= 97.7273

=== Log global consensus distance @ E8B0 ===
consensus_distance=36.920



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=12.176


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1296 top1= 99.1477

=== Log global consensus distance @ E8B10 ===
consensus_distance=40.176



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=12.629


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.0627 top1= 98.8636

=== Log global consensus distance @ E8B20 ===
consensus_distance=43.148



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=12.984



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6628 top1= 18.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5403 top1= 49.1787


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3643 top1= 45.9635

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.0125 top1=100.0000

=== Log global consensus distance @ E9B0 ===
consensus_distance=46.250



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=13.445


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.0893 top1= 98.5795

=== Log global consensus distance @ E9B10 ===
consensus_distance=49.342



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=13.833


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.0217 top1= 99.1477

=== Log global consensus distance @ E9B20 ===
consensus_distance=52.458



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=14.283



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.0887 top1= 19.1106


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4000 top1= 49.9700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1479 top1= 46.5144

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.0113 top1=100.0000

=== Log global consensus distance @ E10B0 ===
consensus_distance=55.714



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=14.759


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0318 top1= 99.7159

=== Log global consensus distance @ E10B10 ===
consensus_distance=58.978



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.209


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.0155 top1=100.0000

=== Log global consensus distance @ E10B20 ===
consensus_distance=62.240



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=15.666



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.6440 top1= 19.1807


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2702 top1= 50.1102


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.4533 top1= 46.0737

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.0141 top1= 99.7159

=== Log global consensus distance @ E11B0 ===
consensus_distance=65.530



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=16.116


[E11B10 |   4224/60000 (  7%) ] Loss: 0.0115 top1=100.0000

=== Log global consensus distance @ E11B10 ===
consensus_distance=68.929



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=16.647


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.0295 top1= 98.8636

=== Log global consensus distance @ E11B20 ===
consensus_distance=72.331



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=17.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3288 top1= 19.2208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0934 top1= 50.1903


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7983 top1= 46.2440

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.0166 top1= 99.4318

=== Log global consensus distance @ E12B0 ===
consensus_distance=75.927



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=17.714


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1=100.0000

=== Log global consensus distance @ E12B10 ===
consensus_distance=79.560



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=18.233


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.0230 top1= 99.4318

=== Log global consensus distance @ E12B20 ===
consensus_distance=83.210



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=18.676



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3187 top1= 19.1907


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5207 top1= 51.6226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0785 top1= 46.2139

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0116 top1=100.0000

=== Log global consensus distance @ E13B0 ===
consensus_distance=87.008



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=19.377


[E13B10 |   4224/60000 (  7%) ] Loss: 0.0080 top1=100.0000

=== Log global consensus distance @ E13B10 ===
consensus_distance=90.949



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.141


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0132 top1= 99.7159

=== Log global consensus distance @ E13B20 ===
consensus_distance=94.870



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=20.686



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3833 top1= 19.0905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6137 top1= 49.8397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1754 top1= 45.2925

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0217 top1= 99.7159

=== Log global consensus distance @ E14B0 ===
consensus_distance=98.925



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=21.416


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0138 top1= 99.7159

=== Log global consensus distance @ E14B10 ===
consensus_distance=103.045



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.084


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0211 top1= 99.4318

=== Log global consensus distance @ E14B20 ===
consensus_distance=107.231



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=22.722



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7999 top1= 19.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6863 top1= 49.7496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5789 top1= 46.1639

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0077 top1=100.0000

=== Log global consensus distance @ E15B0 ===
consensus_distance=111.511



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.373


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0190 top1= 99.7159

=== Log global consensus distance @ E15B10 ===
consensus_distance=115.807



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=23.795


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0083 top1=100.0000

=== Log global consensus distance @ E15B20 ===
consensus_distance=120.612



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=24.336



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2551 top1= 19.1306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9415 top1= 49.8197


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5275 top1= 46.5545

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.1145 top1= 99.7159

=== Log global consensus distance @ E16B0 ===
consensus_distance=125.551



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=24.799


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0084 top1=100.0000

=== Log global consensus distance @ E16B10 ===
consensus_distance=131.383



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=25.047


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0755 top1= 99.4318

=== Log global consensus distance @ E16B20 ===
consensus_distance=137.667



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=25.410



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.0212 top1= 19.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0012 top1= 50.1202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9851 top1= 47.0954

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0120 top1=100.0000

=== Log global consensus distance @ E17B0 ===
consensus_distance=144.898



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=25.687


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0084 top1= 99.7159

=== Log global consensus distance @ E17B10 ===
consensus_distance=153.037



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=25.956


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0066 top1=100.0000

=== Log global consensus distance @ E17B20 ===
consensus_distance=162.135



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.4897 top1= 19.0304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1524 top1= 50.1202


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3326 top1= 46.7648

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.8107 top1= 98.2955

=== Log global consensus distance @ E18B0 ===
consensus_distance=174.903



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.482


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0045 top1=100.0000

=== Log global consensus distance @ E18B10 ===
consensus_distance=204.980



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.700


[E18B20 |   8064/60000 ( 13%) ] Loss: 21.9658 top1= 96.5909

=== Log global consensus distance @ E18B20 ===
consensus_distance=701.956



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=26.975



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6743 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.6918 top1= 46.9151

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=27.316


[E19B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=27.607


[E19B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=27.802



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.4154 top1= 49.8498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.2914 top1= 46.8149

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=27.966


[E20B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.087


[E20B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.195



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.7153 top1= 49.8297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.7539 top1= 46.7648

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.300


[E21B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.382


[E21B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.449



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.9043 top1= 49.8498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.2065 top1= 46.9952

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.523


[E22B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.590


[E22B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.644



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.0836 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.4444 top1= 46.9852

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.700


[E23B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.753


[E23B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.799



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.2326 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.6317 top1= 46.9852

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.847


[E24B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.892


[E24B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.931



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.3609 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.8007 top1= 46.9952

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=28.973


[E25B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.012


[E25B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.4731 top1= 49.8598


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.9447 top1= 46.9952

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.083


[E26B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.118


[E26B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.5765 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.0807 top1= 47.0152

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.182


[E27B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.213


[E27B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.241



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.6695 top1= 49.8498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.1991 top1= 47.0252

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.271


[E28B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.300


[E28B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.326



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.7549 top1= 49.8498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.3133 top1= 47.0152

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.353


[E29B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.380


[E29B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.403



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.8323 top1= 49.8498


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.4191 top1= 47.0353

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.429


[E30B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.453


[E30B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.475



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.9056 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.5166 top1= 47.0353

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.499


[E31B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.522


[E31B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.542



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=6.9721 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.6093 top1= 47.0252

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.564


[E32B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.585


[E32B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.605



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.0352 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.6970 top1= 47.0252

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.625


[E33B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.645


[E33B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.663



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.0942 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.7764 top1= 47.0252

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.683


[E34B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.702


[E34B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.719



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.1511 top1= 49.8698


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.8552 top1= 47.0353

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.737


[E35B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.755


[E35B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.771



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.2038 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.9252 top1= 47.0252

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.788


[E36B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.805


[E36B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.820



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.2552 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.9944 top1= 47.0252

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.837


[E37B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.853


[E37B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.867



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.3035 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.0603 top1= 47.0252

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.883


[E38B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.898


[E38B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.912



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.3495 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.1212 top1= 47.0252

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.927


[E39B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.942


[E39B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.955



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.3941 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.1840 top1= 47.0252

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.969


[E40B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.983


[E40B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=29.996



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.4362 top1= 49.8898


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.2423 top1= 47.0252

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.010


[E41B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.023


[E41B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.4770 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.2975 top1= 47.0152

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.049


[E42B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.061


[E42B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.5161 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.3519 top1= 47.0152

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.086


[E43B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.098


[E43B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.5535 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.4036 top1= 47.0052

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.122


[E44B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.133


[E44B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.5902 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.4534 top1= 47.0052

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.156


[E45B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.168


[E45B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.178



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.6249 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.5018 top1= 47.0052

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.189


[E46B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.200


[E46B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.211



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.6586 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.5490 top1= 47.0052

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.222


[E47B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.232


[E47B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.242



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.6917 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.5957 top1= 47.0152

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.253


[E48B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.263


[E48B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.273



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.7232 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.6384 top1= 47.0152

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.283


[E49B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.293


[E49B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.302



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.7543 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.6810 top1= 47.0152

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.312


[E50B10 |   4224/60000 (  7%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.322


[E50B20 |   8064/60000 ( 13%) ] Loss: nan top1= 90.9091

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



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=30.331



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=nan top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=7.7839 top1= 49.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.7224 top1= 47.0052

