
=== 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 LabelFlippingWorker

=== 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([0, 0, 0, 0, 0], device='cuda:0')



=== Log global consensus distance @ E1B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.000



=== 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: 2.2580 top1= 29.2614

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.128


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1958 top1= 28.6932

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.109



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.471



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3038 top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3112 top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3183 top1= 10.2865

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1428 top1= 32.3864

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.215



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.938


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1119 top1= 22.7273

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.315



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.374


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0857 top1= 21.8750

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.391



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.709



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3088 top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3333 top1=  9.8057


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3382 top1= 10.2865

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0605 top1= 29.8295

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.448



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.957


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0390 top1= 24.1477

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.492



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.148


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.9239 top1= 27.8409

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.552



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=2.410



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3810 top1=  9.8057


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3915 top1= 10.2764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4427 top1= 10.2865

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.6127 top1= 31.5341

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.650



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.811


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.2629 top1= 47.4432

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.625



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.633


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.7779 top1= 73.2955

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.581



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.007
clique2_consensus_distance=2.449



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3131 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2423 top1= 39.8538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.5288 top1= 24.3289

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.5236 top1= 78.4091

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.505



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.005
clique2_consensus_distance=2.150


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.3174 top1= 88.3523

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.505



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=2.158


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.2785 top1= 91.1932

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.440



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.004
clique2_consensus_distance=1.881



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7086 top1= 40.3846


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9727 top1= 44.0805


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9655 top1= 43.4595

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.2112 top1= 92.6136

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.377



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.610


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.1934 top1= 94.6023

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.347



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.479


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.1733 top1= 93.1818

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.313



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.003
clique2_consensus_distance=1.335



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0066 top1= 64.3730


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6251 top1= 49.1186


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7427 top1= 44.5112

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.1572 top1= 94.6023

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.275



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.172


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.1366 top1= 96.3068

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.243



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=1.032


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.1313 top1= 95.1705

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.219



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.930



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7648 top1= 71.8650


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5981 top1= 49.4992


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7405 top1= 46.0637

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.1385 top1= 95.4545

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.196



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.834


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.1051 top1= 96.3068

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.183



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.773


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.1469 top1= 95.1705

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.172



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.725



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6064 top1= 78.3053


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3041 top1= 52.3838


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3720 top1= 48.8181

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.1407 top1= 94.3182

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.164



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.690


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.1085 top1= 96.8750

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.161



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.679


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.1383 top1= 95.7386

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.156



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.657



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5770 top1= 79.5974


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2550 top1= 53.4655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3721 top1= 48.4475

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.1833 top1= 92.6136

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.168



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.704


[E10B10 |   4224/60000 (  7%) ] Loss: 0.0887 top1= 97.1591

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.172



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.729


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.1034 top1= 97.4432

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.173



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.731



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6918 top1= 75.5308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6131 top1= 57.0813


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4355 top1= 46.6146

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.1324 top1= 95.4545

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.181



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.764


[E11B10 |   4224/60000 (  7%) ] Loss: 0.1331 top1= 95.1705

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.205



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.874


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.1608 top1= 95.1705

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.200



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.846



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5968 top1= 80.4888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0195 top1= 56.8309


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8969 top1= 46.0938

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.1624 top1= 92.3295

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.209



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.880


[E12B10 |   4224/60000 (  7%) ] Loss: 0.0846 top1= 96.8750

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.214



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.908


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.1237 top1= 96.0227

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.828



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6204 top1= 79.1066


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1243 top1= 54.9679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8109 top1= 48.2973

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.0708 top1= 96.8750

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.179



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.759


[E13B10 |   4224/60000 (  7%) ] Loss: 0.1037 top1= 96.0227

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.174



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.738


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.0934 top1= 97.1591

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.171



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.713



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4920 top1= 82.0913


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7166 top1= 61.5084


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5744 top1= 51.4022

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.0494 top1= 98.0114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.162



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.681


[E14B10 |   4224/60000 (  7%) ] Loss: 0.0775 top1= 96.5909

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.153



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.647


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.0814 top1= 96.8750

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.145



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.614



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4768 top1= 83.3834


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4629 top1= 63.6118


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6736 top1= 52.3137

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.0476 top1= 98.0114

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.138



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.583


[E15B10 |   4224/60000 (  7%) ] Loss: 0.0572 top1= 98.0114

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.137



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.579


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.0606 top1= 98.0114

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.122



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.516



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5117 top1= 82.7925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7015 top1= 63.2512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7904 top1= 53.2452

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.0454 top1= 98.2955

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.114



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.473


[E16B10 |   4224/60000 (  7%) ] Loss: 0.0732 top1= 97.4432

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.118



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.493


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.0647 top1= 98.0114

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.114



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.482



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4297 top1= 86.1478


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9197 top1= 60.6070


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3570 top1= 55.0982

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.0776 top1= 97.7273

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.110



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.460


[E17B10 |   4224/60000 (  7%) ] Loss: 0.0880 top1= 96.8750

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.144



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.596


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.0823 top1= 98.2955

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.139



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.584



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4514 top1= 85.4167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2985 top1= 59.5653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4819 top1= 54.3870

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.0401 top1= 98.5795

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.135



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.568


[E18B10 |   4224/60000 (  7%) ] Loss: 0.0600 top1= 98.2955

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.140



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.590


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.0545 top1= 98.0114

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.142



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.593



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4844 top1= 83.9042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3239 top1= 59.9459


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6159 top1= 56.3902

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.0404 top1= 98.8636

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.134



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.562


[E19B10 |   4224/60000 (  7%) ] Loss: 0.0190 top1= 99.1477

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.126



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.527


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.0494 top1= 97.7273

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.115



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.487



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5540 top1= 82.6122


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7168 top1= 63.7119


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7948 top1= 55.4287

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.0249 top1= 99.1477

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.467


[E20B10 |   4224/60000 (  7%) ] Loss: 0.0811 top1= 96.8750

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.120



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.498


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.0496 top1= 98.0114

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.127



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.530



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5167 top1= 83.3734


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6269 top1= 63.9123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7034 top1= 55.0080

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.0241 top1= 99.1477

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.111



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.463


[E21B10 |   4224/60000 (  7%) ] Loss: 0.0331 top1= 99.1477

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.109



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.450


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.0412 top1= 98.0114

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.110



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.460



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4218 top1= 85.6871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7253 top1= 62.5401


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8338 top1= 62.4299

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.0239 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.103



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.432


[E22B10 |   4224/60000 (  7%) ] Loss: 0.0442 top1= 98.2955

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.440


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.0330 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.107



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.449



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4417 top1= 85.9675


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5278 top1= 66.2760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6646 top1= 54.6775

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.0192 top1= 99.7159

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.097



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.408


[E23B10 |   4224/60000 (  7%) ] Loss: 0.0197 top1= 99.4318

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.091



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.385


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.0549 top1= 98.0114

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.089



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.375



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5561 top1= 83.3033


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4698 top1= 67.5481


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2959 top1= 54.5072

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.0167 top1= 99.4318

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.093



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.392


[E24B10 |   4224/60000 (  7%) ] Loss: 0.0387 top1= 98.5795

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.097



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.407


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.0256 top1= 98.5795

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.090



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.382



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4748 top1= 85.4267


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4336 top1= 68.5397


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5652 top1= 58.4335

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.0260 top1= 99.1477

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.094



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.393


[E25B10 |   4224/60000 (  7%) ] Loss: 0.0179 top1= 99.4318

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.096



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.402


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.0201 top1= 99.4318

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.095



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.394



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4709 top1= 85.8574


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2738 top1= 71.8750


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6791 top1= 57.6923

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.0222 top1= 99.1477

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.090



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.376


[E26B10 |   4224/60000 (  7%) ] Loss: 0.0320 top1= 98.8636

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.096



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.404


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.0655 top1= 97.4432

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.097



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.408



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6220 top1= 82.2216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1913 top1= 73.7780


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3546 top1= 52.8245

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.0095 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.098



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.408


[E27B10 |   4224/60000 (  7%) ] Loss: 0.0182 top1= 99.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.097



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.0323 top1= 98.2955

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.096



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.405



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5623 top1= 83.7440


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2764 top1= 74.8798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4790 top1= 60.8273

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.0258 top1= 98.8636

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.083



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.345


[E28B10 |   4224/60000 (  7%) ] Loss: 0.0153 top1= 99.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.087



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.364


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.0279 top1= 98.5795

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.334



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4966 top1= 85.9475


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7212 top1= 69.9519


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7322 top1= 59.8257

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.0239 top1= 99.1477

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.079



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.334


[E29B10 |   4224/60000 (  7%) ] Loss: 0.0109 top1= 99.7159

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.079



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.336


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.0300 top1= 99.4318

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.078



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.329



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4285 top1= 87.7304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0511 top1= 67.5881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6647 top1= 58.0929

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.0530 top1= 98.2955

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.355


[E30B10 |   4224/60000 (  7%) ] Loss: 0.0609 top1= 98.5795

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.375


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.0598 top1= 98.5795

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.371



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4008 top1= 88.3814


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3619 top1= 71.5044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4428 top1= 59.0745

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.0380 top1= 98.8636

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.089



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.374


[E31B10 |   4224/60000 (  7%) ] Loss: 0.0266 top1= 98.8636

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.097



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.406


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.0070 top1=100.0000

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.359



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3930 top1= 88.8822


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7405 top1= 70.0120


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5364 top1= 57.6723

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.0185 top1= 99.4318

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.075



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.304


[E32B10 |   4224/60000 (  7%) ] Loss: 0.0093 top1= 99.7159

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.078



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.329


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.0205 top1= 99.4318

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.076



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.315



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3947 top1= 88.7420


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9617 top1= 67.9487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3292 top1= 62.0793

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.0127 top1= 99.1477

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.066



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.277


[E33B10 |   4224/60000 (  7%) ] Loss: 0.0144 top1= 99.4318

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.058



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.243


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.0124 top1= 99.4318

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.213



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3827 top1= 89.1927


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6013 top1= 73.3674


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9440 top1= 66.1859

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.0215 top1= 98.8636

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.207


[E34B10 |   4224/60000 (  7%) ] Loss: 0.0148 top1= 99.7159

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.189


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.0312 top1= 99.1477

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.061



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.254



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3688 top1= 90.1943


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5834 top1= 65.5248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9171 top1= 67.9688

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.0025 top1=100.0000

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.063



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.263


[E35B10 |   4224/60000 (  7%) ] Loss: 0.0288 top1= 98.5795

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.055



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.232


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.0132 top1= 99.7159

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.186



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3924 top1= 90.0741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1010 top1= 78.0950


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7373 top1= 68.9704

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.0030 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157


[E36B10 |   4224/60000 (  7%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.0051 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.034



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.132



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3421 top1= 91.2360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1648 top1= 77.2937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6407 top1= 69.8117

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.0073 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.026



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E37B10 |   4224/60000 (  7%) ] Loss: 0.0024 top1=100.0000

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.088


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.0027 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.087



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3487 top1= 91.2159


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1614 top1= 77.0533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3871 top1= 73.4375

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.0044 top1=100.0000

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E38B10 |   4224/60000 (  7%) ] Loss: 0.0080 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.103



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3588 top1= 91.0757


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3614 top1= 76.5825


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7077 top1= 71.3842

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.107


[E39B10 |   4224/60000 (  7%) ] Loss: 0.0020 top1=100.0000

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.094


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.0072 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3604 top1= 91.1458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2049 top1= 77.3638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6242 top1= 71.3942

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.0139 top1= 99.4318

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.081


[E40B10 |   4224/60000 (  7%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.0026 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3463 top1= 91.6466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2057 top1= 76.9331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5700 top1= 72.2656

Train epoch 41
[E41B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E41B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E41B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E41B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E41B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E41B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E41B20 |   8064/60000 ( 13%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E41B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E41B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3487 top1= 91.6166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1092 top1= 78.9563


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5256 top1= 73.3474

Train epoch 42
[E42B0  |    384/60000 (  1%) ] Loss: 0.0135 top1= 99.7159

=== Log global consensus distance @ E42B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E42B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E42B10 |   4224/60000 (  7%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E42B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E42B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E42B20 |   8064/60000 ( 13%) ] Loss: 0.0014 top1=100.0000

=== Log global consensus distance @ E42B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E42B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3403 top1= 91.8269


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9943 top1= 80.6390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3798 top1= 74.4792

Train epoch 43
[E43B0  |    384/60000 (  1%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E43B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E43B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E43B10 |   4224/60000 (  7%) ] Loss: 0.0015 top1=100.0000

=== Log global consensus distance @ E43B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E43B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E43B20 |   8064/60000 ( 13%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E43B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E43B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3539 top1= 91.7067


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3638 top1= 75.8814


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4804 top1= 73.6178

Train epoch 44
[E44B0  |    384/60000 (  1%) ] Loss: 0.0066 top1= 99.7159

=== Log global consensus distance @ E44B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E44B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E44B10 |   4224/60000 (  7%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E44B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E44B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E44B20 |   8064/60000 ( 13%) ] Loss: 0.0016 top1=100.0000

=== Log global consensus distance @ E44B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E44B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3373 top1= 92.1074


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4635 top1= 75.0801


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2342 top1= 76.5625

Train epoch 45
[E45B0  |    384/60000 (  1%) ] Loss: 0.0013 top1=100.0000

=== Log global consensus distance @ E45B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E45B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.056


[E45B10 |   4224/60000 (  7%) ] Loss: 0.0019 top1=100.0000

=== Log global consensus distance @ E45B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E45B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E45B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E45B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E45B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3396 top1= 92.0473


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9991 top1= 81.0497


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2582 top1= 76.8329

Train epoch 46
[E46B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E46B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E46B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E46B10 |   4224/60000 (  7%) ] Loss: 0.0202 top1= 99.1477

=== Log global consensus distance @ E46B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E46B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E46B20 |   8064/60000 ( 13%) ] Loss: 0.0046 top1= 99.7159

=== Log global consensus distance @ E46B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E46B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3404 top1= 92.1775


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8764 top1= 82.8325


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3275 top1= 76.0116

Train epoch 47
[E47B0  |    384/60000 (  1%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E47B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E47B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E47B10 |   4224/60000 (  7%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E47B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E47B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E47B20 |   8064/60000 ( 13%) ] Loss: 0.0010 top1=100.0000

=== Log global consensus distance @ E47B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E47B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3471 top1= 92.0272


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0198 top1= 80.8293


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3897 top1= 75.2504

Train epoch 48
[E48B0  |    384/60000 (  1%) ] Loss: 0.0018 top1=100.0000

=== Log global consensus distance @ E48B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E48B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E48B10 |   4224/60000 (  7%) ] Loss: 0.0034 top1=100.0000

=== Log global consensus distance @ E48B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E48B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E48B20 |   8064/60000 ( 13%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E48B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E48B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3480 top1= 92.2576


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8312 top1= 83.9443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1709 top1= 78.6659

Train epoch 49
[E49B0  |    384/60000 (  1%) ] Loss: 0.0021 top1=100.0000

=== Log global consensus distance @ E49B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E49B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E49B10 |   4224/60000 (  7%) ] Loss: 0.0022 top1=100.0000

=== Log global consensus distance @ E49B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E49B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E49B20 |   8064/60000 ( 13%) ] Loss: 0.0011 top1=100.0000

=== Log global consensus distance @ E49B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E49B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3584 top1= 92.1274


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7982 top1= 84.4351


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1620 top1= 79.2869

Train epoch 50
[E50B0  |    384/60000 (  1%) ] Loss: 0.0038 top1=100.0000

=== Log global consensus distance @ E50B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E50B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E50B10 |   4224/60000 (  7%) ] Loss: 0.0008 top1=100.0000

=== Log global consensus distance @ E50B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E50B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E50B20 |   8064/60000 ( 13%) ] Loss: 0.0012 top1=100.0000

=== Log global consensus distance @ E50B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E50B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3592 top1= 91.9571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8161 top1= 84.1046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2951 top1= 77.5541

