
=== 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 ByzantineWorker(index=11)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=1)

Train epoch 1
[E 1B0  |    384/60000 (  1%) ] Loss: 2.3142 top1=  7.6705

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



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



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


[E 1B10 |   4224/60000 (  7%) ] Loss: 2.2273 top1= 23.2955

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.001



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.1704 top1= 26.7045

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2885 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2810 top1= 15.5549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2870 top1=  9.7556

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1323 top1= 22.4432

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.0997 top1= 23.5795

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.0655 top1= 22.1591

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2872 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2715 top1= 17.9688


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2799 top1=  9.7456

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0213 top1= 22.4432

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 3B10 |   4224/60000 (  7%) ] Loss: 1.9798 top1= 25.0000

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.9391 top1= 28.1250

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2764 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2559 top1= 21.7748


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2835 top1=  9.7656

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.8886 top1= 30.1136

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.8409 top1= 32.9545

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.7880 top1= 38.9205

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2553 top1=  9.7456


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2284 top1= 28.5357


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3089 top1= 18.3994

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7239 top1= 41.1932

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.6776 top1= 44.8864

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.084


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.6241 top1= 50.5682

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.026



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.098



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2485 top1= 11.5184


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2006 top1= 34.7656


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3709 top1= 38.0509

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.5588 top1= 54.8295

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.113


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.5187 top1= 59.9432

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.129


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.4699 top1= 59.6591

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2602 top1= 24.7196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1724 top1= 36.6286


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4663 top1= 40.3846

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.4073 top1= 64.2045

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.163


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.3733 top1= 66.4773

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.180


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.3311 top1= 65.6250

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.198



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2841 top1= 32.5321


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1413 top1= 37.5501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5799 top1= 39.6434

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.2709 top1= 68.4659

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.056



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.216


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.2415 top1= 71.0227

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.060



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.234


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.2067 top1= 70.1705

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.065



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.253



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3144 top1= 36.3582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1048 top1= 38.0909


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.6988 top1= 39.8037

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.1465 top1= 73.2955

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.070



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.272


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.1209 top1= 74.7159

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.074



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.290


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.0941 top1= 75.8523

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.079



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.309



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3496 top1= 39.0925


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0622 top1= 38.4515


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8184 top1= 40.4447

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.0332 top1= 77.5568

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.084



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.328


[E10B10 |   4224/60000 (  7%) ] Loss: 1.0109 top1= 78.4091

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.089



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.347


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.9930 top1= 78.6932

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.093



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.367



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3902 top1= 41.0156


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0139 top1= 38.7620


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9394 top1= 41.1458

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.9305 top1= 80.1136

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.098



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.386


[E11B10 |   4224/60000 (  7%) ] Loss: 0.9119 top1= 81.8182

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.103



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.405


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.9034 top1= 80.3977

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.425



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4381 top1= 42.1174


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9607 top1= 38.8722


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0642 top1= 41.8269

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.8391 top1= 82.1023

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.113



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.445


[E12B10 |   4224/60000 (  7%) ] Loss: 0.8245 top1= 83.5227

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.118



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.464


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.8246 top1= 82.3864

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.123



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.483



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4958 top1= 42.8085


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9050 top1= 39.2228


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1954 top1= 42.3277

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.7582 top1= 84.6591

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.128



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.503


[E13B10 |   4224/60000 (  7%) ] Loss: 0.7481 top1= 84.6591

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.132



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.522


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.7564 top1= 83.8068

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.137



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.541



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5644 top1= 43.1090


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8484 top1= 40.1442


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3340 top1= 42.6182

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.6892 top1= 86.0795

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.142



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.560


[E14B10 |   4224/60000 (  7%) ] Loss: 0.6841 top1= 85.7955

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.147



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.579


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.6994 top1= 85.5114

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.152



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.598



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6429 top1= 43.3494


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7903 top1= 42.1775


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4798 top1= 42.7985

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.6313 top1= 86.9318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.156



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.617


[E15B10 |   4224/60000 (  7%) ] Loss: 0.6309 top1= 86.3636

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.161



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.636


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.6516 top1= 86.3636

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.166



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.655



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7313 top1= 43.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7340 top1= 44.8017


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6319 top1= 43.0088

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.5828 top1= 87.2159

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.171



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.675


[E16B10 |   4224/60000 (  7%) ] Loss: 0.5866 top1= 88.6364

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.176



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.694


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.6114 top1= 87.2159

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.180



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.713



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8284 top1= 43.6999


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6806 top1= 47.1855


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7892 top1= 43.2292

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.5421 top1= 88.0682

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.185



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.733


[E17B10 |   4224/60000 (  7%) ] Loss: 0.5498 top1= 89.4886

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.190



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.752


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.5773 top1= 88.3523

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.195



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.771



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9334 top1= 43.8401


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6302 top1= 49.0284


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9507 top1= 43.4095

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.5083 top1= 88.6364

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.200



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.791


[E18B10 |   4224/60000 (  7%) ] Loss: 0.5191 top1= 90.0568

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.205



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.811


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.5485 top1= 89.2045

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.210



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.830



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0447 top1= 43.9203


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5840 top1= 50.7512


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1152 top1= 43.5497

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.4805 top1= 88.9205

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.215



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.851


[E19B10 |   4224/60000 (  7%) ] Loss: 0.4935 top1= 90.0568

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.220



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.871


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.5244 top1= 89.2045

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.891



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1616 top1= 44.0805


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5413 top1= 52.6142


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.2820 top1= 43.6198

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.4576 top1= 89.2045

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.230



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.911


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4721 top1= 90.6250

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.235



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.932


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.5036 top1= 89.7727

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.240



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.953



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2828 top1= 44.1506


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5037 top1= 54.0966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4500 top1= 43.7300

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4383 top1= 89.2045

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.246



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.974


[E21B10 |   4224/60000 (  7%) ] Loss: 0.4541 top1= 90.6250

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.251



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.995


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.4854 top1= 90.0568

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.256



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.4074 top1= 44.3309


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4707 top1= 55.6390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.6188 top1= 43.8702

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4221 top1= 89.2045

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.262



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.038


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4386 top1= 90.6250

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.267



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.061


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.4694 top1= 90.3409

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.273



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.082



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.5347 top1= 44.5413


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4419 top1= 56.9111


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.7876 top1= 43.9804

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4085 top1= 89.4886

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.278



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.105


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4254 top1= 90.3409

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.284



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.128


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.4552 top1= 90.6250

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.290



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.150



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.6638 top1= 44.7616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4165 top1= 57.8926


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.9566 top1= 44.0605

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.3968 top1= 90.6250

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.296



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.174


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4138 top1= 90.3409

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.302



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.197


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.4426 top1= 90.6250

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.307



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.221



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.7939 top1= 45.0921


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3948 top1= 59.0345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.1250 top1= 44.2608

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3867 top1= 90.9091

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.313



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.245


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4037 top1= 90.6250

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.319



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.269


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.4312 top1= 90.9091

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.326



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.293



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.9247 top1= 45.2424


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3757 top1= 59.7556


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2928 top1= 44.3610

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3780 top1= 91.1932

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.332



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.318


[E26B10 |   4224/60000 (  7%) ] Loss: 0.3948 top1= 91.1932

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.338



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.343


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.4209 top1= 91.1932

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.344



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.368



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.0561 top1= 45.5429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3593 top1= 60.3966


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.4601 top1= 44.4611

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3703 top1= 91.4773

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.351



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.394


[E27B10 |   4224/60000 (  7%) ] Loss: 0.3868 top1= 91.4773

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.357



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.420


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.4115 top1= 91.4773

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.363



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.445



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.1882 top1= 45.7232


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3446 top1= 60.9475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6264 top1= 44.5513

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3638 top1= 91.4773

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.370



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.472


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3797 top1= 91.1932

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.377



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.498


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.4029 top1= 91.4773

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.383



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.525



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.3210 top1= 46.0337


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3311 top1= 61.4383


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.7918 top1= 44.7015

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3579 top1= 91.1932

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.390



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.552


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3733 top1= 91.1932

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.397



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.579


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.3950 top1= 91.4773

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.404



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.606



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.4544 top1= 46.2540


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3211 top1= 61.8289


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.9565 top1= 44.9119

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3527 top1= 91.4773

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.410



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.634


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3675 top1= 90.9091

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.417



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.662


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.3878 top1= 92.0455

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.424



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.689



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.5880 top1= 46.5845


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3133 top1= 62.1695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.1204 top1= 45.0521

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3480 top1= 91.7614

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.431



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.717


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3622 top1= 91.1932

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.438



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.746


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.3810 top1= 92.6136

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.445



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.774



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.7221 top1= 46.9351


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3057 top1= 62.5501


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.2831 top1= 45.1823

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3436 top1= 92.3295

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.453



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.802


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3573 top1= 91.1932

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.460



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.831


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.3746 top1= 92.6136

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.467



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.860



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.8561 top1= 47.1254


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2984 top1= 62.7604


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4451 top1= 45.4227

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3396 top1= 92.6136

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.474



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.889


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3528 top1= 91.1932

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.482



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.919


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.3685 top1= 93.1818

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.489



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.948



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.9900 top1= 47.3858


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2913 top1= 63.0008


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.6061 top1= 45.6330

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3361 top1= 92.8977

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.496



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.978


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3488 top1= 91.1932

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.504



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.008


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.3628 top1= 93.1818

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.511



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.1239 top1= 47.7063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2843 top1= 63.2712


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.7657 top1= 45.8233

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3328 top1= 92.6136

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.519



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.069


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3450 top1= 91.1932

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.526



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.099


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.3574 top1= 93.1818

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.534



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.130



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.2577 top1= 47.8966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2797 top1= 63.4014


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.9246 top1= 45.9736

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.3299 top1= 92.8977

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.542



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.160


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3415 top1= 91.1932

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.549



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.191


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.3523 top1= 93.1818

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.557



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.222



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.3924 top1= 48.1070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2768 top1= 63.5317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.0827 top1= 46.1639

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.3274 top1= 92.6136

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.565



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.253


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3380 top1= 91.4773

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.573



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.284


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.3477 top1= 93.1818

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.580



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.315



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.5279 top1= 48.4175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2735 top1= 63.7220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2396 top1= 46.4343

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.3252 top1= 92.0455

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.588



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.347


[E38B10 |   4224/60000 (  7%) ] Loss: 0.3346 top1= 91.4773

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.596



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.378


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.3432 top1= 93.1818

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.604



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.410



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.6631 top1= 48.6679


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2707 top1= 63.9022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.3957 top1= 46.6246

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.3232 top1= 91.4773

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.612



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.442


[E39B10 |   4224/60000 (  7%) ] Loss: 0.3317 top1= 91.4773

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.620



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.474


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.3389 top1= 93.1818

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.628



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.507



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.7982 top1= 48.8582


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2676 top1= 63.9724


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.5508 top1= 46.8349

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.3213 top1= 91.4773

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.636



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.540


[E40B10 |   4224/60000 (  7%) ] Loss: 0.3289 top1= 91.4773

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.644



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.572


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.3349 top1= 93.1818

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.653



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.605



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.9328 top1= 49.0084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2648 top1= 64.0725


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.7052 top1= 46.9752

