
=== 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: 2.3028 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 8, 5, 7, 7], device='cuda:0')
Worker 1 has targets: tensor([3, 9, 0, 3, 0], device='cuda:0')
Worker 2 has targets: tensor([5, 4, 2, 3, 6], device='cuda:0')
Worker 3 has targets: tensor([4, 0, 1, 5, 7], device='cuda:0')
Worker 4 has targets: tensor([7, 6, 6, 1, 8], device='cuda:0')
Worker 5 has targets: tensor([4, 8, 5, 6, 9], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 5, 0, 2], device='cuda:0')
Worker 7 has targets: tensor([6, 9, 4, 1, 1], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 4, 0], device='cuda:0')
Worker 9 has targets: tensor([8, 1, 4, 4, 7], device='cuda:0')
Worker 10 has targets: tensor([7, 3, 1, 0, 9], device='cuda:0')
Worker 11 has targets: tensor([4, 2, 8, 0, 2], 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: 2.2923 top1= 13.6364

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



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


[E 1B20 |   8064/60000 ( 13%) ] Loss: 2.2820 top1= 15.9091

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2760 top1= 18.2993


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2762 top1= 18.4195


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2762 top1= 18.0689

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2740 top1= 14.4886

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.000



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.2642 top1= 21.0227

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.000



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


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.2522 top1= 21.8750

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2480 top1= 26.0016


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2482 top1= 26.0317


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2483 top1= 26.3021

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2448 top1= 20.4545

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.000



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


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.2353 top1= 25.5682

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.000



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


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.2210 top1= 26.1364

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2173 top1= 32.5020


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2175 top1= 32.1815


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2174 top1= 31.8209

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2138 top1= 27.8409

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.000



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


[E 4B10 |   4224/60000 (  7%) ] Loss: 2.2033 top1= 29.2614

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.000



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


[E 4B20 |   8064/60000 ( 13%) ] Loss: 2.1868 top1= 31.5341

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1831 top1= 41.6066


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1833 top1= 41.6567


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1831 top1= 40.8454

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1798 top1= 31.5341

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.000



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


[E 5B10 |   4224/60000 (  7%) ] Loss: 2.1675 top1= 36.0795

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.000



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


[E 5B20 |   8064/60000 ( 13%) ] Loss: 2.1485 top1= 36.9318

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1450 top1= 46.9651


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1454 top1= 47.1454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1450 top1= 46.2540

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1422 top1= 36.0795

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.000



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


[E 6B10 |   4224/60000 (  7%) ] Loss: 2.1277 top1= 38.3523

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.000



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


[E 6B20 |   8064/60000 ( 13%) ] Loss: 2.1057 top1= 42.3295

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1022 top1= 51.2320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1027 top1= 51.3622


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1022 top1= 50.3305

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1005 top1= 40.0568

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.000



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


[E 7B10 |   4224/60000 (  7%) ] Loss: 2.0829 top1= 44.3182

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.000



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


[E 7B20 |   8064/60000 ( 13%) ] Loss: 2.0573 top1= 44.8864

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0535 top1= 54.3570


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0539 top1= 54.6975


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0536 top1= 53.7560

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0532 top1= 44.0341

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.000



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


[E 8B10 |   4224/60000 (  7%) ] Loss: 2.0324 top1= 47.4432

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.000



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


[E 8B20 |   8064/60000 ( 13%) ] Loss: 2.0031 top1= 47.7273

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9975 top1= 57.4619


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9980 top1= 57.7224


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9978 top1= 56.8409

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.9996 top1= 46.0227

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.000



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


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.9749 top1= 50.8523

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.000



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


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.9418 top1= 51.4205

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9332 top1= 60.0861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9337 top1= 60.4167


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9337 top1= 59.7456

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.9385 top1= 50.5682

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.000



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


[E10B10 |   4224/60000 (  7%) ] Loss: 1.9106 top1= 52.5568

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.000



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


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.8740 top1= 53.1250

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8613 top1= 62.0893


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8616 top1= 62.5601


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8619 top1= 62.0192

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.8705 top1= 52.5568

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.000



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


[E11B10 |   4224/60000 (  7%) ] Loss: 1.8397 top1= 53.6932

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.000



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


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.7997 top1= 54.5455

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7814 top1= 63.9824


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7817 top1= 64.2929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7822 top1= 64.1727

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.7956 top1= 53.9773

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.000



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


[E12B10 |   4224/60000 (  7%) ] Loss: 1.7622 top1= 54.5455

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.000



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


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.7191 top1= 56.5341

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6943 top1= 65.5549


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6946 top1= 65.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6953 top1= 65.5950

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.7145 top1= 55.9659

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.000



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


[E13B10 |   4224/60000 (  7%) ] Loss: 1.6796 top1= 57.3864

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.000



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


[E13B20 |   8064/60000 ( 13%) ] Loss: 1.6335 top1= 59.9432

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6013 top1= 67.2075


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6013 top1= 67.5781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6026 top1= 67.3478

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.6288 top1= 58.5227

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.000



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


[E14B10 |   4224/60000 (  7%) ] Loss: 1.5936 top1= 61.3636

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.000



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


[E14B20 |   8064/60000 ( 13%) ] Loss: 1.5450 top1= 63.9205

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5044 top1= 69.0705


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5042 top1= 69.5513


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5058 top1= 69.2308

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.5401 top1= 61.9318

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.000



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


[E15B10 |   4224/60000 (  7%) ] Loss: 1.5059 top1= 63.6364

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.000



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


[E15B20 |   8064/60000 ( 13%) ] Loss: 1.4559 top1= 66.4773

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4064 top1= 71.1138


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4060 top1= 71.6246


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4076 top1= 71.2941

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.4514 top1= 63.6364

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.000



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


[E16B10 |   4224/60000 (  7%) ] Loss: 1.4189 top1= 64.7727

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.000



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


[E16B20 |   8064/60000 ( 13%) ] Loss: 1.3687 top1= 67.6136

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3103 top1= 72.9968


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3097 top1= 73.5076


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3114 top1= 73.2572

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.3655 top1= 66.1932

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.000



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


[E17B10 |   4224/60000 (  7%) ] Loss: 1.3351 top1= 66.7614

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.000



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


[E17B20 |   8064/60000 ( 13%) ] Loss: 1.2860 top1= 69.0341

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2188 top1= 74.8097


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2180 top1= 75.1603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2195 top1= 74.8998

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.2840 top1= 67.0455

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.000



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


[E18B10 |   4224/60000 (  7%) ] Loss: 1.2568 top1= 69.3182

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.000



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


[E18B20 |   8064/60000 ( 13%) ] Loss: 1.2092 top1= 70.1705

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1337 top1= 76.1518


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1328 top1= 76.5525


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1341 top1= 76.4323

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.2085 top1= 70.7386

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.000



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


[E19B10 |   4224/60000 (  7%) ] Loss: 1.1853 top1= 72.1591

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.000



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


[E19B20 |   8064/60000 ( 13%) ] Loss: 1.1394 top1= 71.3068

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0563 top1= 77.5741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0552 top1= 77.8946


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0564 top1= 77.7544

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.1398 top1= 72.1591

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.000



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


[E20B10 |   4224/60000 (  7%) ] Loss: 1.1212 top1= 73.0114

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.000



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


[E20B20 |   8064/60000 ( 13%) ] Loss: 1.0771 top1= 72.7273

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9868 top1= 78.6959


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9859 top1= 78.8562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9866 top1= 78.9563

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.0785 top1= 73.2955

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.000



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


[E21B10 |   4224/60000 (  7%) ] Loss: 1.0644 top1= 74.1477

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.000



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


[E21B20 |   8064/60000 ( 13%) ] Loss: 1.0218 top1= 74.1477

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9251 top1= 79.6575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9243 top1= 79.7276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9247 top1= 79.9379

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.0240 top1= 73.5795

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.000



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


[E22B10 |   4224/60000 (  7%) ] Loss: 1.0144 top1= 74.1477

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.000



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


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.9727 top1= 75.0000

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8705 top1= 80.4888


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8698 top1= 80.5990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8699 top1= 80.8894

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.9758 top1= 73.8636

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.000



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


[E23B10 |   4224/60000 (  7%) ] Loss: 0.9703 top1= 75.2841

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.000



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


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.9295 top1= 76.1364

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8224 top1= 81.1699


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8218 top1= 81.1899


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8218 top1= 81.5605

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.9332 top1= 74.7159

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.000



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


[E24B10 |   4224/60000 (  7%) ] Loss: 0.9317 top1= 76.4205

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.000



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


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.8914 top1= 75.8523

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7800 top1= 81.8009


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7796 top1= 81.7408


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7793 top1= 82.1615

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.8956 top1= 74.4318

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.000



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


[E25B10 |   4224/60000 (  7%) ] Loss: 0.8978 top1= 76.4205

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.000



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


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.8576 top1= 76.4205

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7428 top1= 82.3217


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7424 top1= 82.2917


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7419 top1= 82.5421

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.8622 top1= 75.5682

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.000



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


[E26B10 |   4224/60000 (  7%) ] Loss: 0.8681 top1= 77.2727

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.000



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


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.8275 top1= 77.2727

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7101 top1= 82.7324


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7097 top1= 82.7624


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7092 top1= 82.9828

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8328 top1= 75.8523

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.000



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


[E27B10 |   4224/60000 (  7%) ] Loss: 0.8418 top1= 77.5568

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.000



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


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.8008 top1= 77.8409

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.000



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6813 top1= 83.1530


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6810 top1= 83.1530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6802 top1= 83.4335

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.8066 top1= 75.8523

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.000



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


[E28B10 |   4224/60000 (  7%) ] Loss: 0.8187 top1= 77.8409

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.000



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


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.7772 top1= 78.1250

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6557 top1= 83.5837


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6555 top1= 83.6338


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6545 top1= 83.7340

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.7834 top1= 76.1364

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.000



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


[E29B10 |   4224/60000 (  7%) ] Loss: 0.7984 top1= 77.8409

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.000



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


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.7562 top1= 78.6932

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6330 top1= 83.8442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6328 top1= 84.0044


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6317 top1= 84.0545

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7627 top1= 76.4205

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E30B10 |   4224/60000 (  7%) ] Loss: 0.7801 top1= 78.6932

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.000



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


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.7375 top1= 78.6932

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6127 top1= 84.1747


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6126 top1= 84.2047


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6113 top1= 84.4151

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.7441 top1= 76.7045

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E31B10 |   4224/60000 (  7%) ] Loss: 0.7639 top1= 78.6932

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.7208 top1= 79.2614

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5945 top1= 84.5052


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5945 top1= 84.4551


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5930 top1= 84.6554

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.7275 top1= 76.9886

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E32B10 |   4224/60000 (  7%) ] Loss: 0.7495 top1= 78.9773

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.7057 top1= 79.5455

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5781 top1= 84.6655


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5781 top1= 84.6755


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5765 top1= 84.9359

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.7127 top1= 77.5568

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E33B10 |   4224/60000 (  7%) ] Loss: 0.7366 top1= 79.8295

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6923 top1= 80.1136

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5633 top1= 84.9459


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5633 top1= 84.8958


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5616 top1= 85.1262

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6994 top1= 78.1250

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E34B10 |   4224/60000 (  7%) ] Loss: 0.7253 top1= 80.1136

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6801 top1= 80.3977

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5500 top1= 85.0761


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5500 top1= 85.0461


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5482 top1= 85.3766

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6875 top1= 78.9773

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E35B10 |   4224/60000 (  7%) ] Loss: 0.7152 top1= 80.6818

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6692 top1= 80.3977

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5379 top1= 85.2364


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5378 top1= 85.2564


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5360 top1= 85.6971

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6767 top1= 79.2614

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E36B10 |   4224/60000 (  7%) ] Loss: 0.7062 top1= 80.6818

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.6594 top1= 80.3977

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5269 top1= 85.4167


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5268 top1= 85.4367


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5249 top1= 85.8674

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6673 top1= 79.2614

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6984 top1= 80.6818

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.6507 top1= 80.3977

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5169 top1= 85.6270


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5167 top1= 85.5970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5148 top1= 85.9275

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6589 top1= 78.6932

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E38B10 |   4224/60000 (  7%) ] Loss: 0.6914 top1= 80.6818

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.6430 top1= 80.3977

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5078 top1= 85.7372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5076 top1= 85.8774


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5056 top1= 86.0377

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6513 top1= 78.6932

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E39B10 |   4224/60000 (  7%) ] Loss: 0.6853 top1= 80.6818

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.6361 top1= 79.5455

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4995 top1= 85.9375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4992 top1= 86.1579


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4972 top1= 86.1779

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.6446 top1= 79.2614

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.000



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E40B10 |   4224/60000 (  7%) ] Loss: 0.6800 top1= 80.6818

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.000



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.6299 top1= 79.5455

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.000



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4918 top1= 86.1278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4915 top1= 86.2881


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4894 top1= 86.2480

