
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker BitFlippingWorker
=> Add worker BitFlippingWorker

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 9, 9, 9], 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


[E 1B10 |   4576/60000 (  8%) ] Loss: 1.8411 top1= 66.7614

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.034


[E 1B20 |   8736/60000 ( 15%) ] Loss: 1.2954 top1= 66.7614

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.002
clique2_consensus_distance=0.118



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2190 top1= 23.7179


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5369 top1= 20.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3778 top1=  9.8758

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 0.8955 top1= 75.2841

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.010
clique2_consensus_distance=0.199


[E 2B10 |   4576/60000 (  8%) ] Loss: 0.7456 top1= 77.5568

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.101



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.022
clique2_consensus_distance=0.269


[E 2B20 |   8736/60000 ( 15%) ] Loss: 0.6023 top1= 82.6705

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.125



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.029
clique2_consensus_distance=0.328



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2007 top1= 37.0893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1607 top1= 22.0353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6745 top1=  8.9143

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 0.5597 top1= 83.5227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.148



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.035
clique2_consensus_distance=0.379


[E 3B10 |   4576/60000 (  8%) ] Loss: 0.5913 top1= 81.2500

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.167



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.040
clique2_consensus_distance=0.422


[E 3B20 |   8736/60000 ( 15%) ] Loss: 0.4737 top1= 86.0795

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.187



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.044
clique2_consensus_distance=0.466



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2434 top1= 41.3261


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1945 top1= 23.0569


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0035 top1=  8.9143

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.3460 top1= 91.4773

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.199



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.045
clique2_consensus_distance=0.480


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.4491 top1= 88.3523

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.219



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.050
clique2_consensus_distance=0.523


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.3124 top1= 90.0568

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.245



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.053
clique2_consensus_distance=0.573



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3508 top1= 32.3417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5954 top1= 22.8666


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3862 top1=  8.9143

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.3543 top1= 89.2045

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.267



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.056
clique2_consensus_distance=0.612


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.5360 top1= 87.7841

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.299



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.059
clique2_consensus_distance=0.665


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.3086 top1= 90.3409

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.319



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.062
clique2_consensus_distance=0.705



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6262 top1= 18.6498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.8556 top1= 21.2841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8521 top1=  8.9143

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.3996 top1= 88.9205

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.353



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.064
clique2_consensus_distance=0.753


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.5917 top1= 88.3523

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.372



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.066
clique2_consensus_distance=0.790


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.3320 top1= 90.6250

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.430



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.068
clique2_consensus_distance=0.873



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4143 top1= 19.0304


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.9530 top1= 22.2656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.5050 top1=  8.9143

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.5732 top1= 86.3636

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.481



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.068
clique2_consensus_distance=0.957


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.6280 top1= 88.6364

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.501



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.071
clique2_consensus_distance=0.977


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.2785 top1= 92.6136

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.556



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.073
clique2_consensus_distance=1.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0186 top1= 19.1006


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.0052 top1= 22.4659


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1333 top1=  8.9143

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.3764 top1= 91.7614

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.623



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.075
clique2_consensus_distance=1.176


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.2313 top1= 91.7614

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.635



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.077
clique2_consensus_distance=1.200


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.1140 top1= 88.0682

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.689



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.078
clique2_consensus_distance=1.280



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.8034 top1= 19.2208


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.1636 top1= 21.6046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.5007 top1=  9.0845

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.2081 top1= 91.7614

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.722



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.080
clique2_consensus_distance=1.333


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.2204 top1= 92.0455

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.776



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.081
clique2_consensus_distance=1.381


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.8114 top1= 90.0568

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.854



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.083
clique2_consensus_distance=1.511



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2270 top1= 19.1506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2492 top1= 21.9151


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7068 top1=  9.5052

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.4330 top1= 90.0568

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.863



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.083
clique2_consensus_distance=1.506


[E10B10 |   4576/60000 (  8%) ] Loss: 0.1889 top1= 92.6136

=== Log global consensus distance @ E10B10 ===
consensus_distance=1.010



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.085
clique2_consensus_distance=1.705


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.1894 top1= 93.4659

=== Log global consensus distance @ E10B20 ===
consensus_distance=1.111



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.086
clique2_consensus_distance=1.886



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9198 top1= 19.3510


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3448 top1= 21.4944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6674 top1=  9.6955

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.1683 top1= 93.4659

=== Log global consensus distance @ E11B0 ===
consensus_distance=1.108



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.088
clique2_consensus_distance=1.889


[E11B10 |   4576/60000 (  8%) ] Loss: 0.1751 top1= 92.6136

=== Log global consensus distance @ E11B10 ===
consensus_distance=1.116



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.089
clique2_consensus_distance=1.904


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.1694 top1= 93.7500

=== Log global consensus distance @ E11B20 ===
consensus_distance=1.131



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.090
clique2_consensus_distance=1.929



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.1378 top1= 19.4311


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.2050 top1= 23.9083


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8024 top1= 10.2664

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.1271 top1= 96.0227

=== Log global consensus distance @ E12B0 ===
consensus_distance=1.128



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.091
clique2_consensus_distance=1.922


[E12B10 |   4576/60000 (  8%) ] Loss: 0.1279 top1= 95.1705

=== Log global consensus distance @ E12B10 ===
consensus_distance=1.130



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.092
clique2_consensus_distance=1.930


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.1099 top1= 95.7386

=== Log global consensus distance @ E12B20 ===
consensus_distance=1.183



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.094
clique2_consensus_distance=2.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.8874 top1= 18.3794


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.3466 top1= 22.9167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1540 top1= 10.2764

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.1424 top1= 94.8864

=== Log global consensus distance @ E13B0 ===
consensus_distance=1.201



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.095
clique2_consensus_distance=2.036


[E13B10 |   4576/60000 (  8%) ] Loss: 0.1464 top1= 94.3182

=== Log global consensus distance @ E13B10 ===
consensus_distance=1.253



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.096
clique2_consensus_distance=2.113


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.1186 top1= 95.1705

=== Log global consensus distance @ E13B20 ===
consensus_distance=1.266



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.097
clique2_consensus_distance=2.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.5344 top1= 19.6514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4423 top1= 22.4960


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7252 top1= 10.4667

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.3006 top1= 92.6136

=== Log global consensus distance @ E14B0 ===
consensus_distance=1.354



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.098
clique2_consensus_distance=2.258


[E14B10 |   4576/60000 (  8%) ] Loss: 0.5548 top1= 91.7614

=== Log global consensus distance @ E14B10 ===
consensus_distance=1.090



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.099
clique2_consensus_distance=1.892


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.1148 top1= 95.1705

=== Log global consensus distance @ E14B20 ===
consensus_distance=1.141



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.100
clique2_consensus_distance=1.948



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9177 top1= 20.0521


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4978 top1= 22.6863


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.1736 top1= 10.3165

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.1365 top1= 94.6023

=== Log global consensus distance @ E15B0 ===
consensus_distance=1.191



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.101
clique2_consensus_distance=2.021


[E15B10 |   4576/60000 (  8%) ] Loss: 0.1243 top1= 95.1705

=== Log global consensus distance @ E15B10 ===
consensus_distance=1.238



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.102
clique2_consensus_distance=2.105


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.1228 top1= 94.6023

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.307



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.103
clique2_consensus_distance=2.203



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.8370 top1= 19.5613


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5253 top1= 22.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9464 top1= 10.3466

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.1403 top1= 94.6023

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.374



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.104
clique2_consensus_distance=2.297


[E16B10 |   4576/60000 (  8%) ] Loss: 0.1359 top1= 94.8864

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.405



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.105
clique2_consensus_distance=2.342


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.0948 top1= 98.2955

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.411



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.105
clique2_consensus_distance=2.348



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0116 top1= 19.8417


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.4263 top1= 24.2188


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.1823 top1= 11.4784

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.1373 top1= 96.0227

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.426



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.107
clique2_consensus_distance=2.371


[E17B10 |   4576/60000 (  8%) ] Loss: 0.0971 top1= 96.5909

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.486



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.108
clique2_consensus_distance=2.457


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.0898 top1= 97.4432

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.485



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.109
clique2_consensus_distance=2.459



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.3119 top1= 19.1206


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5621 top1= 23.3874


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3991 top1= 10.9375

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.1217 top1= 95.4545

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.485



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.110
clique2_consensus_distance=2.464


[E18B10 |   4576/60000 (  8%) ] Loss: 0.1021 top1= 96.0227

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.578



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.111
clique2_consensus_distance=2.593


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.1025 top1= 96.5909

=== Log global consensus distance @ E18B20 ===
consensus_distance=1.304



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.112
clique2_consensus_distance=2.217



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=6.6155 top1= 20.9736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5135 top1= 24.2788


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.1230 top1= 10.4567

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.0860 top1= 96.8750

=== Log global consensus distance @ E19B0 ===
consensus_distance=1.335



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.113
clique2_consensus_distance=2.259


[E19B10 |   4576/60000 (  8%) ] Loss: 0.0913 top1= 97.1591

=== Log global consensus distance @ E19B10 ===
consensus_distance=1.363



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.114
clique2_consensus_distance=2.301


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.0984 top1= 97.4432

=== Log global consensus distance @ E19B20 ===
consensus_distance=1.364



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.114
clique2_consensus_distance=2.304



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.3038 top1= 20.4427


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6385 top1= 23.5677


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.3187 top1= 10.2564

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.1276 top1= 96.0227

=== Log global consensus distance @ E20B0 ===
consensus_distance=1.418



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.115
clique2_consensus_distance=2.382


[E20B10 |   4576/60000 (  8%) ] Loss: 1.5059 top1= 92.0455

=== Log global consensus distance @ E20B10 ===
consensus_distance=1.460



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.116
clique2_consensus_distance=2.438


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.0749 top1= 97.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.454



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.117
clique2_consensus_distance=2.432



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.0997 top1= 21.6246


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6891 top1= 23.5377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.9795 top1= 12.3197

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.1032 top1= 96.3068

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.538



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.118
clique2_consensus_distance=2.468


[E21B10 |   4576/60000 (  8%) ] Loss: 0.1053 top1= 95.7386

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.567



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.119
clique2_consensus_distance=2.591


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.0588 top1= 98.2955

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.654



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.121
clique2_consensus_distance=2.707



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.2952 top1= 18.6599


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.5802 top1= 24.6595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.9692 top1= 11.9792

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.0825 top1= 96.5909

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.696



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.122
clique2_consensus_distance=2.768


[E22B10 |   4576/60000 (  8%) ] Loss: 0.0738 top1= 97.7273

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.698



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.123
clique2_consensus_distance=2.774


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.0653 top1= 98.2955

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.780



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=2.871



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.8798 top1= 19.0104


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6350 top1= 24.7496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0731 top1= 10.3566

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.4775 top1= 94.3182

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.597



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.124
clique2_consensus_distance=2.634


[E23B10 |   4576/60000 (  8%) ] Loss: 0.0801 top1= 98.0114

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.130



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.125
clique2_consensus_distance=1.996


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.0696 top1= 98.0114

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.244



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=2.150



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8847 top1= 22.4359


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.6524 top1= 24.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.2048 top1= 10.5068

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.0772 top1= 96.8750

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.341



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.127
clique2_consensus_distance=2.235


[E24B10 |   4576/60000 (  8%) ] Loss: 0.0881 top1= 97.7273

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.380



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.128
clique2_consensus_distance=2.334


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.0675 top1= 98.0114

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.419



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.129
clique2_consensus_distance=2.399



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.2884 top1= 20.9836


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7599 top1= 24.3990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.0421 top1= 10.6070

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.0830 top1= 96.8750

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.515



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=2.530


[E25B10 |   4576/60000 (  8%) ] Loss: 0.0829 top1= 97.1591

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.516



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.130
clique2_consensus_distance=2.535


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.0639 top1= 98.2955

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.614



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.131
clique2_consensus_distance=2.670



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=8.0961 top1= 21.9451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8295 top1= 24.1086


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.6391 top1= 10.3866

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.0907 top1= 97.1591

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.626



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.132
clique2_consensus_distance=2.690


[E26B10 |   4576/60000 (  8%) ] Loss: 0.0563 top1= 98.8636

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.657



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.133
clique2_consensus_distance=2.687


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.7796 top1= 95.4545

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.694



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.134
clique2_consensus_distance=2.777



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.1054 top1= 23.3874


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.7707 top1= 24.9299


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4220 top1= 13.2011

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.0797 top1= 97.4432

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.647



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.135
clique2_consensus_distance=2.718


[E27B10 |   4576/60000 (  8%) ] Loss: 0.0689 top1= 98.2955

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.812



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.136
clique2_consensus_distance=2.944


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.0576 top1= 98.2955

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.893



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=3.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=10.5691 top1= 22.4960


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8210 top1= 24.9399


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0619 top1= 13.8221

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.1268 top1= 97.4432

=== Log global consensus distance @ E28B0 ===
consensus_distance=2.126



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.137
clique2_consensus_distance=3.376


[E28B10 |   4576/60000 (  8%) ] Loss: 0.0619 top1= 98.2955

=== Log global consensus distance @ E28B10 ===
consensus_distance=2.124



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=3.375


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.0560 top1= 98.5795

=== Log global consensus distance @ E28B20 ===
consensus_distance=2.199



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.139
clique2_consensus_distance=3.518



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.0436 top1= 20.9736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8318 top1= 25.1102


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.3285 top1= 13.0108

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.0742 top1= 97.7273

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.188



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.140
clique2_consensus_distance=3.465


[E29B10 |   4576/60000 (  8%) ] Loss: 0.0639 top1= 98.0114

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.188



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.140
clique2_consensus_distance=3.469


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.0476 top1= 98.5795

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.204



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.141
clique2_consensus_distance=3.464



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=12.0857 top1= 24.1587


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8548 top1= 25.2804


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.6364 top1= 13.3914

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.0701 top1= 97.7273

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.249



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.142
clique2_consensus_distance=3.552


[E30B10 |   4576/60000 (  8%) ] Loss: 0.0541 top1= 98.5795

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.342



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.143
clique2_consensus_distance=3.681


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.0526 top1= 98.5795

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.596



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.144
clique2_consensus_distance=4.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.6883 top1= 10.3065


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.8659 top1= 25.8714


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.6071 top1=  9.1947

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.2851 top1= 95.1705

=== Log global consensus distance @ E31B0 ===
consensus_distance=1.579



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.145
clique2_consensus_distance=2.725


[E31B10 |   4576/60000 (  8%) ] Loss: 0.1242 top1= 96.0227

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.475



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=1.061


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.0786 top1= 97.7273

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.522



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.146
clique2_consensus_distance=1.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1028 top1= 23.6579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9281 top1= 25.0100


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2756 top1= 28.0048

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.1179 top1= 96.0227

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.677



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.147
clique2_consensus_distance=1.087


[E32B10 |   4576/60000 (  8%) ] Loss: 0.1127 top1= 96.5909

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.392



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=1.096


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.0905 top1= 97.1591

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.421



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.148
clique2_consensus_distance=1.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7832 top1= 33.6238


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9649 top1= 25.0000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4468 top1= 27.3938

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.2585 top1= 94.8864

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.480



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.149
clique2_consensus_distance=1.099


[E33B10 |   4576/60000 (  8%) ] Loss: 0.1267 top1= 96.8750

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.555



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.150
clique2_consensus_distance=1.100


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.1554 top1= 96.0227

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.394



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=1.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3175 top1= 41.6466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9754 top1= 25.5308


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8991 top1= 34.1947

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.1052 top1= 96.0227

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.427



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=1.116


[E34B10 |   4576/60000 (  8%) ] Loss: 0.1249 top1= 96.0227

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.487



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.151
clique2_consensus_distance=1.124


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.5155 top1= 92.3295

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.517



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.152
clique2_consensus_distance=1.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9816 top1= 29.9379


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9366 top1= 26.5425


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9381 top1= 33.9543

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.0945 top1= 96.8750

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.675



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.153
clique2_consensus_distance=1.132


[E35B10 |   4576/60000 (  8%) ] Loss: 0.1320 top1= 97.1591

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.521



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.154
clique2_consensus_distance=1.142


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.0866 top1= 96.8750

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.559



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.155
clique2_consensus_distance=1.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5164 top1= 23.3173


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9299 top1= 27.1334


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9948 top1= 33.4235

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.6998 top1= 94.6023

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.719



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.156
clique2_consensus_distance=1.149


[E36B10 |   4576/60000 (  8%) ] Loss: 0.0693 top1= 98.0114

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.517



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.156
clique2_consensus_distance=1.158


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.0828 top1= 97.4432

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.589



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.157
clique2_consensus_distance=1.164



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1078 top1= 47.5361


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0412 top1= 25.6811


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0413 top1= 33.1731

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.1263 top1= 95.7386

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.423



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.158
clique2_consensus_distance=1.171


[E37B10 |   4576/60000 (  8%) ] Loss: 0.0953 top1= 98.0114

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.459



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.158
clique2_consensus_distance=1.176


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.1344 top1= 96.8750

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.517



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.159
clique2_consensus_distance=1.181



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3832 top1= 31.7708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9810 top1= 26.9331


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0939 top1= 33.2232

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.3867 top1= 93.1818

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.536



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.160
clique2_consensus_distance=1.186


[E38B10 |   4576/60000 (  8%) ] Loss: 0.2730 top1= 97.4432

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.617



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.160
clique2_consensus_distance=1.192


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.2124 top1= 96.8750

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.684



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=1.196



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7636 top1= 20.7131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0913 top1= 25.7512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1211 top1= 33.3333

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.2512 top1= 96.8750

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.849



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.161
clique2_consensus_distance=1.204


[E39B10 |   4576/60000 (  8%) ] Loss: 0.4350 top1= 96.5909

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.894



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.162
clique2_consensus_distance=1.211


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.1101 top1= 97.7273

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.593



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.163
clique2_consensus_distance=1.208



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9002 top1= 24.1186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=5.0032 top1= 27.4038


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1478 top1= 33.6939

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.0917 top1= 97.4432

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.772



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.164
clique2_consensus_distance=1.214


[E40B10 |   4576/60000 (  8%) ] Loss: 0.1021 top1= 98.2955

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.787



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=1.223


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.0810 top1= 98.0114

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.450



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.165
clique2_consensus_distance=1.231



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4992 top1= 39.1827


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=4.9913 top1= 28.1250


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2031 top1= 33.0629

