
=== 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 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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2610 top1= 16.4773

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2166 top1= 24.7159

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2904 top1= 15.0841


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2937 top1= 13.5417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2967 top1= 10.7071

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1664 top1= 28.6932

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1162 top1= 30.6818

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0636 top1= 33.5227

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2773 top1= 17.7684


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3145 top1= 17.6683


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2984 top1= 16.8470

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0093 top1= 33.5227

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.9658 top1= 31.5341

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.9112 top1= 34.9432

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2632 top1= 20.5228


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3738 top1= 25.4708


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3074 top1= 22.4058

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.8691 top1= 36.3636

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.102


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.8397 top1= 34.6591

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.030



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.123


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.7834 top1= 41.1932

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2478 top1= 23.5477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4480 top1= 27.3738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3265 top1= 23.1871

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7545 top1= 39.4886

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.170


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.7393 top1= 38.6364

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.195


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.6796 top1= 43.4659

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.054



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2297 top1= 28.3454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5080 top1= 27.9447


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3515 top1= 21.4643

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.6634 top1= 43.4659

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.062



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.252


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.6615 top1= 39.4886

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.069



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.283


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.5977 top1= 46.8750

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.077



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.315



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2098 top1= 30.4888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5355 top1= 27.7644


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3725 top1= 20.0821

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.5906 top1= 46.0227

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.086



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.352


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.6011 top1= 41.1932

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.095



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.389


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.5332 top1= 48.5795

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.105



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.428



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1875 top1= 30.7692


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5264 top1= 27.7845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3830 top1= 19.6615

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.5316 top1= 48.2955

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.115



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.472


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.5533 top1= 43.7500

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.126



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.516


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.4823 top1= 51.9886

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.138



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.563



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1630 top1= 30.8694


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4875 top1= 28.9663


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3792 top1= 19.8718

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.4837 top1= 49.4318

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.150



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.615


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.5144 top1= 46.3068

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.163



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.669


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.4407 top1= 53.9773

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.177



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.724



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1368 top1= 31.1799


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4315 top1= 30.5489


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3627 top1= 20.3626

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.4426 top1= 52.2727

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.192



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.786


[E10B10 |   4224/60000 (  7%) ] Loss: 1.4796 top1= 48.8636

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.207



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.848


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.4039 top1= 55.1136

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.223



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.913



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1093 top1= 31.9511


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3731 top1= 32.6022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3384 top1= 21.1739

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.4038 top1= 55.3977

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.240



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.983


[E11B10 |   4224/60000 (  7%) ] Loss: 1.4442 top1= 52.2727

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.257



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.055


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.3660 top1= 57.6705

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.275



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0802 top1= 33.4034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3216 top1= 33.9443


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3119 top1= 21.8249

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.3620 top1= 57.9545

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.295



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.209


[E12B10 |   4224/60000 (  7%) ] Loss: 1.4036 top1= 53.6932

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.315



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.290


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.3245 top1= 59.9432

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.335



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.374



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0497 top1= 35.0160


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2792 top1= 35.1162


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2857 top1= 22.6062

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.3151 top1= 60.5114

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.357



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.463


[E13B10 |   4224/60000 (  7%) ] Loss: 1.3564 top1= 57.3864

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.379



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.554


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.2789 top1= 61.6477

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.402



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.647



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0188 top1= 36.4884


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2473 top1= 35.9375


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2619 top1= 23.2272

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.2632 top1= 62.7841

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.425



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.745


[E14B10 |   4224/60000 (  7%) ] Loss: 1.3045 top1= 58.8068

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.450



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.845


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.2304 top1= 63.0682

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.475



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.947



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9884 top1= 37.5401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2265 top1= 36.5785


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2418 top1= 23.9183

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.2081 top1= 66.1932

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.500



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.053


[E15B10 |   4224/60000 (  7%) ] Loss: 1.2502 top1= 60.5114

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.527



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.162


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.1805 top1= 64.7727

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.554



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9595 top1= 38.2011


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2149 top1= 37.0092


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2251 top1= 24.5393

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.1517 top1= 66.4773

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.582



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.386


[E16B10 |   4224/60000 (  7%) ] Loss: 1.1950 top1= 64.7727

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.610



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.502


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.1309 top1= 67.0455

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.639



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.620



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9317 top1= 38.5917


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2103 top1= 37.3297


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2108 top1= 25.3906

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.0953 top1= 69.3182

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.668



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.742


[E17B10 |   4224/60000 (  7%) ] Loss: 1.1387 top1= 65.9091

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.699



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.866


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.0802 top1= 68.7500

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.729



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.991



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9046 top1= 38.8822


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2170 top1= 37.6603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2005 top1= 26.3221

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.0390 top1= 71.0227

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.761



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.121


[E18B10 |   4224/60000 (  7%) ] Loss: 1.0842 top1= 67.3295

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.793



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.253


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.0335 top1= 71.0227

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.825



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.384



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8811 top1= 38.9423


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2213 top1= 37.9607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1920 top1= 27.1234

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.9882 top1= 72.4432

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.859



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.520


[E19B10 |   4224/60000 (  7%) ] Loss: 1.0346 top1= 68.4659

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.893



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.659


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.9909 top1= 72.4432

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.926



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.797



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8603 top1= 38.9022


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2262 top1= 38.1110


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1847 top1= 27.9147

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.9416 top1= 74.4318

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.961



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.939


[E20B10 |   4224/60000 (  7%) ] Loss: 0.9884 top1= 70.4545

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.997



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.084


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.9518 top1= 72.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=1.032



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.228



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8417 top1= 38.8922


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2331 top1= 38.2812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1785 top1= 28.8261

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.8990 top1= 76.9886

=== Log global consensus distance @ E21B0 ===
consensus_distance=1.068



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.375


[E21B10 |   4224/60000 (  7%) ] Loss: 0.9456 top1= 72.1591

=== Log global consensus distance @ E21B10 ===
consensus_distance=1.105



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.526


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.9162 top1= 73.5795

=== Log global consensus distance @ E21B20 ===
consensus_distance=1.141



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.675



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8255 top1= 38.8221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2405 top1= 38.4515


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1731 top1= 29.6474

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.8599 top1= 78.1250

=== Log global consensus distance @ E22B0 ===
consensus_distance=1.179



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.827


[E22B10 |   4224/60000 (  7%) ] Loss: 0.9059 top1= 74.4318

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.217



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.983


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.8835 top1= 74.1477

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.254



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.136



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8117 top1= 38.7921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2486 top1= 38.5317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1690 top1= 30.3285

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.8234 top1= 78.4091

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.293



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.293


[E23B10 |   4224/60000 (  7%) ] Loss: 0.8686 top1= 75.8523

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.332



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.454


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.8533 top1= 75.2841

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.371



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.612



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8007 top1= 38.7720


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2587 top1= 38.6719


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1659 top1= 31.0296

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.7895 top1= 79.5455

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.410



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.772


[E24B10 |   4224/60000 (  7%) ] Loss: 0.8336 top1= 77.2727

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.451



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.936


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.8252 top1= 76.4205

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.490



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7922 top1= 38.5717


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2703 top1= 38.7720


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1642 top1= 31.6206

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.7579 top1= 80.3977

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.530



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.262


[E25B10 |   4224/60000 (  7%) ] Loss: 0.8006 top1= 77.5568

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.571



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.429


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.7993 top1= 76.7045

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.612



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.594



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7857 top1= 38.3514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2830 top1= 38.8722


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1643 top1= 32.0613

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.7285 top1= 80.6818

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.653



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.761


[E26B10 |   4224/60000 (  7%) ] Loss: 0.7697 top1= 77.2727

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.695



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.932


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.7753 top1= 77.5568

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.736



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.100



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7810 top1= 38.1110


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2962 top1= 38.9523


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1657 top1= 32.5821

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.7011 top1= 82.1023

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.778



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.269


[E27B10 |   4224/60000 (  7%) ] Loss: 0.7408 top1= 78.1250

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.820



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.442


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.7528 top1= 78.1250

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.862



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.613



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7779 top1= 37.8506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3093 top1= 39.0124


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1679 top1= 33.0028

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.6757 top1= 82.3864

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.904



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.785


[E28B10 |   4224/60000 (  7%) ] Loss: 0.7139 top1= 78.1250

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.947



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.960


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7323 top1= 78.4091

=== Log global consensus distance @ E28B20 ===
consensus_distance=1.990



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7763 top1= 37.2296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3215 top1= 39.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1712 top1= 33.3233

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.6523 top1= 83.2386

=== Log global consensus distance @ E29B0 ===
consensus_distance=2.032



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.308


[E29B10 |   4224/60000 (  7%) ] Loss: 0.6892 top1= 79.8295

=== Log global consensus distance @ E29B10 ===
consensus_distance=2.076



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.485


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7135 top1= 79.5455

=== Log global consensus distance @ E29B20 ===
consensus_distance=2.119



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.660



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7756 top1= 36.6787


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3331 top1= 39.1226


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1751 top1= 33.5837

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.6311 top1= 84.3750

=== Log global consensus distance @ E30B0 ===
consensus_distance=2.163



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.837


[E30B10 |   4224/60000 (  7%) ] Loss: 0.6668 top1= 80.3977

=== Log global consensus distance @ E30B10 ===
consensus_distance=2.207



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.016


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.6962 top1= 79.5455

=== Log global consensus distance @ E30B20 ===
consensus_distance=2.250



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.194



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7760 top1= 36.1579


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3436 top1= 39.1426


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1798 top1= 33.8341

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.6116 top1= 84.6591

=== Log global consensus distance @ E31B0 ===
consensus_distance=2.294



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.373


[E31B10 |   4224/60000 (  7%) ] Loss: 0.6468 top1= 81.2500

=== Log global consensus distance @ E31B10 ===
consensus_distance=2.339



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.554


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6804 top1= 80.1136

=== Log global consensus distance @ E31B20 ===
consensus_distance=2.383



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.734



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7770 top1= 35.6270


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3534 top1= 39.2228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1849 top1= 33.9844

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.5938 top1= 84.6591

=== Log global consensus distance @ E32B0 ===
consensus_distance=2.428



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.916


[E32B10 |   4224/60000 (  7%) ] Loss: 0.6288 top1= 81.5341

=== Log global consensus distance @ E32B10 ===
consensus_distance=2.473



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.100


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6662 top1= 80.3977

=== Log global consensus distance @ E32B20 ===
consensus_distance=2.518



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.282



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7790 top1= 35.1362


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3639 top1= 39.2829


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1904 top1= 34.2748

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.5777 top1= 85.5114

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.563



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.467


[E33B10 |   4224/60000 (  7%) ] Loss: 0.6123 top1= 82.3864

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.609



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.653


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6535 top1= 80.9659

=== Log global consensus distance @ E33B20 ===
consensus_distance=2.654



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.838



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7813 top1= 34.5853


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3738 top1= 39.3730


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1960 top1= 34.4551

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.5629 top1= 85.5114

=== Log global consensus distance @ E34B0 ===
consensus_distance=2.700



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.026


[E34B10 |   4224/60000 (  7%) ] Loss: 0.5971 top1= 82.6705

=== Log global consensus distance @ E34B10 ===
consensus_distance=2.747



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.215


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6417 top1= 82.1023

=== Log global consensus distance @ E34B20 ===
consensus_distance=2.793



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.403



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7839 top1= 34.1947


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3830 top1= 39.4431


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2013 top1= 34.6655

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.5492 top1= 85.7955

=== Log global consensus distance @ E35B0 ===
consensus_distance=2.840



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.595


[E35B10 |   4224/60000 (  7%) ] Loss: 0.5832 top1= 83.2386

=== Log global consensus distance @ E35B10 ===
consensus_distance=2.888



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.787


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6306 top1= 82.1023

=== Log global consensus distance @ E35B20 ===
consensus_distance=2.935



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.979



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7861 top1= 33.9243


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3916 top1= 39.5333


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2068 top1= 34.8057

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.5365 top1= 85.2273

=== Log global consensus distance @ E36B0 ===
consensus_distance=2.983



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.175


[E36B10 |   4224/60000 (  7%) ] Loss: 0.5704 top1= 84.0909

=== Log global consensus distance @ E36B10 ===
consensus_distance=3.031



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.371


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.6202 top1= 82.3864

=== Log global consensus distance @ E36B20 ===
consensus_distance=3.079



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.566



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7879 top1= 33.6939


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3992 top1= 39.5633


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2128 top1= 35.0060

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.5246 top1= 85.2273

=== Log global consensus distance @ E37B0 ===
consensus_distance=3.129



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.767


[E37B10 |   4224/60000 (  7%) ] Loss: 0.5581 top1= 84.3750

=== Log global consensus distance @ E37B10 ===
consensus_distance=3.178



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=12.967


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.6102 top1= 82.6705

=== Log global consensus distance @ E37B20 ===
consensus_distance=3.227



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.166



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7902 top1= 33.3433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4066 top1= 39.5733


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2185 top1= 35.1863

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.5132 top1= 86.0795

=== Log global consensus distance @ E38B0 ===
consensus_distance=3.277



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.371


[E38B10 |   4224/60000 (  7%) ] Loss: 0.5468 top1= 84.6591

=== Log global consensus distance @ E38B10 ===
consensus_distance=3.327



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.575


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.6007 top1= 82.6705

=== Log global consensus distance @ E38B20 ===
consensus_distance=3.377



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.778



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7930 top1= 33.0729


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4130 top1= 39.6134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2244 top1= 35.2264

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.5024 top1= 86.3636

=== Log global consensus distance @ E39B0 ===
consensus_distance=3.429



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=13.988


[E39B10 |   4224/60000 (  7%) ] Loss: 0.5358 top1= 84.9432

=== Log global consensus distance @ E39B10 ===
consensus_distance=3.480



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.196


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5915 top1= 83.2386

=== Log global consensus distance @ E39B20 ===
consensus_distance=3.531



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.404



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7968 top1= 32.9928


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4187 top1= 39.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2314 top1= 35.3466

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.4916 top1= 86.9318

=== Log global consensus distance @ E40B0 ===
consensus_distance=3.584



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.618


[E40B10 |   4224/60000 (  7%) ] Loss: 0.5254 top1= 85.2273

=== Log global consensus distance @ E40B10 ===
consensus_distance=3.636



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=14.831


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.5824 top1= 84.0909

=== Log global consensus distance @ E40B20 ===
consensus_distance=3.689



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=15.043



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8007 top1= 32.8125


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4231 top1= 39.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2376 top1= 35.4367

