
=== 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: 2.2517 top1= 17.0455

=== 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: 2.2110 top1= 22.4432

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.001



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2813 top1= 13.7520


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2813 top1= 17.8185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2866 top1= 12.9407

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.1676 top1= 29.2614

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.002



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1316 top1= 32.1023

=== 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: 2.0996 top1= 31.5341

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2570 top1= 11.9992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2696 top1= 19.0805


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2684 top1= 19.3810

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.0550 top1= 36.9318

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0271 top1= 36.6477

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.9996 top1= 40.9091

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2304 top1= 11.5685


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2632 top1= 20.8834


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2449 top1= 26.7628

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9525 top1= 42.6136

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.9317 top1= 38.9205

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.9053 top1= 47.1591

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1984 top1= 11.6687


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2540 top1= 27.7744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2177 top1= 33.4235

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.8541 top1= 48.5795

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.8375 top1= 47.1591

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.8094 top1= 52.5568

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1586 top1= 16.8870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2381 top1= 31.1398


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1863 top1= 36.5986

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.7538 top1= 55.3977

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.7398 top1= 53.1250

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.7083 top1= 58.8068

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1083 top1= 22.8466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2121 top1= 33.3734


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1487 top1= 36.8089

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.6475 top1= 59.6591

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.6353 top1= 58.8068

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.5994 top1= 62.7841

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0463 top1= 26.2019


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1742 top1= 35.1562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1036 top1= 36.3482

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.5327 top1= 64.2045

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E 8B10 |   4224/60000 (  7%) ] Loss: 1.5245 top1= 65.0568

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E 8B20 |   8064/60000 ( 13%) ] Loss: 1.4850 top1= 66.4773

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9746 top1= 29.1967


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1271 top1= 36.5385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0524 top1= 35.6470

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 1.4146 top1= 69.8864

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 9B10 |   4224/60000 (  7%) ] Loss: 1.4113 top1= 67.3295

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E 9B20 |   8064/60000 ( 13%) ] Loss: 1.3703 top1= 71.5909

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8956 top1= 34.7957


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0730 top1= 37.5200


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9962 top1= 35.3265

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.2970 top1= 73.8636

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E10B10 |   4224/60000 (  7%) ] Loss: 1.2990 top1= 72.7273

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E10B20 |   8064/60000 ( 13%) ] Loss: 1.2589 top1= 75.0000

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.8111 top1= 42.2175


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0131 top1= 38.0108


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9354 top1= 36.5785

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.1832 top1= 75.8523

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E11B10 |   4224/60000 (  7%) ] Loss: 1.1911 top1= 75.0000

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E11B20 |   8064/60000 ( 13%) ] Loss: 1.1532 top1= 77.5568

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7227 top1= 49.4992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9483 top1= 38.4315


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8701 top1= 40.5649

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.0749 top1= 78.9773

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E12B10 |   4224/60000 (  7%) ] Loss: 1.0889 top1= 77.5568

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.040


[E12B20 |   8064/60000 ( 13%) ] Loss: 1.0540 top1= 80.1136

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.6327 top1= 55.4688


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8827 top1= 38.7420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8027 top1= 44.4912

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.9741 top1= 81.8182

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E13B10 |   4224/60000 (  7%) ] Loss: 0.9952 top1= 78.6932

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.9644 top1= 81.5341

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5445 top1= 60.3966


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8137 top1= 39.0625


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7342 top1= 47.1855

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.8837 top1= 83.8068

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E14B10 |   4224/60000 (  7%) ] Loss: 0.9117 top1= 80.6818

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.036


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.8851 top1= 82.9545

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4598 top1= 64.0725


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7433 top1= 39.7436


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6667 top1= 49.3990

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.8041 top1= 84.6591

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E15B10 |   4224/60000 (  7%) ] Loss: 0.8383 top1= 82.1023

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.8158 top1= 83.8068

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3796 top1= 66.9772


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6737 top1= 40.8754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6012 top1= 50.6410

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.7345 top1= 86.9318

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E16B10 |   4224/60000 (  7%) ] Loss: 0.7744 top1= 83.5227

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.7557 top1= 84.6591

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.3050 top1= 69.2708


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6064 top1= 42.5280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5398 top1= 51.7328

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.6737 top1= 87.5000

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E17B10 |   4224/60000 (  7%) ] Loss: 0.7193 top1= 84.6591

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.7035 top1= 85.2273

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.2366 top1= 70.7732


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5423 top1= 44.3209


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4829 top1= 52.6943

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.6214 top1= 87.2159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E18B10 |   4224/60000 (  7%) ] Loss: 0.6717 top1= 85.5114

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.6584 top1= 86.0795

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1748 top1= 72.1454


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4823 top1= 46.5345


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4306 top1= 53.5357

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.5765 top1= 87.7841

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E19B10 |   4224/60000 (  7%) ] Loss: 0.6309 top1= 86.0795

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.6193 top1= 87.2159

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1192 top1= 73.1771


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4268 top1= 48.9183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3835 top1= 54.3169

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.5378 top1= 88.6364

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E20B10 |   4224/60000 (  7%) ] Loss: 0.5957 top1= 86.3636

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.5851 top1= 87.5000

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0691 top1= 74.0184


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3753 top1= 51.0517


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3412 top1= 55.2384

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.5043 top1= 88.9205

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E21B10 |   4224/60000 (  7%) ] Loss: 0.5649 top1= 86.9318

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.5551 top1= 87.7841

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0241 top1= 74.7296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3278 top1= 53.0248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3031 top1= 56.0998

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4754 top1= 89.4886

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E22B10 |   4224/60000 (  7%) ] Loss: 0.5383 top1= 87.2159

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.5287 top1= 88.3523

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9835 top1= 75.1502


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2841 top1= 54.9179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2692 top1= 56.9311

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4501 top1= 89.7727

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E23B10 |   4224/60000 (  7%) ] Loss: 0.5149 top1= 87.2159

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.5052 top1= 89.2045

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9471 top1= 75.5409


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2439 top1= 56.6306


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2383 top1= 57.6823

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.4280 top1= 89.4886

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4941 top1= 87.5000

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.4841 top1= 88.9205

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9140 top1= 75.9716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2072 top1= 57.8626


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2103 top1= 58.2432

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.4085 top1= 89.4886

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4754 top1= 87.5000

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.4653 top1= 88.9205

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8839 top1= 76.4623


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1738 top1= 58.9243


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1849 top1= 58.8041

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3912 top1= 89.4886

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E26B10 |   4224/60000 (  7%) ] Loss: 0.4585 top1= 87.5000

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.4483 top1= 88.9205

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8565 top1= 76.7628


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1430 top1= 59.8157


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1618 top1= 59.2949

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3757 top1= 89.7727

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E27B10 |   4224/60000 (  7%) ] Loss: 0.4434 top1= 88.0682

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.4327 top1= 89.4886

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8315 top1= 76.9932


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1150 top1= 60.6370


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1404 top1= 59.6955

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3619 top1= 89.7727

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E28B10 |   4224/60000 (  7%) ] Loss: 0.4296 top1= 88.0682

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.4185 top1= 89.7727

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8084 top1= 77.2736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0890 top1= 61.2179


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1205 top1= 60.0260

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3494 top1= 90.0568

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E29B10 |   4224/60000 (  7%) ] Loss: 0.4169 top1= 88.0682

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.4054 top1= 89.7727

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7873 top1= 77.5040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0652 top1= 61.9491


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1022 top1= 60.3365

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3380 top1= 89.7727

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E30B10 |   4224/60000 (  7%) ] Loss: 0.4052 top1= 88.3523

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.3933 top1= 90.0568

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7677 top1= 77.6242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0433 top1= 62.5000


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0850 top1= 60.6571

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3277 top1= 89.7727

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3944 top1= 88.3523

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.3821 top1= 89.7727

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7495 top1= 77.7344


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0229 top1= 63.0709


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0691 top1= 60.9275

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3182 top1= 89.7727

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3843 top1= 88.9205

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.3718 top1= 89.7727

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7326 top1= 77.8245


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0039 top1= 63.6218


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0539 top1= 61.3281

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3093 top1= 89.7727

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3749 top1= 88.9205

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.3622 top1= 89.7727

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7169 top1= 77.9046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9865 top1= 64.1827


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0399 top1= 61.6186

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3012 top1= 90.3409

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3662 top1= 89.2045

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.3531 top1= 89.7727

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7022 top1= 77.9748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9702 top1= 64.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0265 top1= 61.9792

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.2936 top1= 90.6250

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3581 top1= 89.4886

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.3446 top1= 90.3409

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6886 top1= 78.0749


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9546 top1= 65.0841


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0141 top1= 62.3598

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.2866 top1= 90.9091

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3504 top1= 89.4886

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.3367 top1= 90.6250

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6758 top1= 78.2252


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9403 top1= 65.4147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0023 top1= 62.7103

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.2801 top1= 90.9091

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3430 top1= 89.4886

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.3292 top1= 91.1932

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6637 top1= 78.4756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9268 top1= 65.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9913 top1= 63.1110

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2739 top1= 91.4773

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E38B10 |   4224/60000 (  7%) ] Loss: 0.3361 top1= 89.4886

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.3221 top1= 91.1932

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6524 top1= 78.6759


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9138 top1= 66.1959


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9809 top1= 63.3113

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2681 top1= 92.8977

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E39B10 |   4224/60000 (  7%) ] Loss: 0.3294 top1= 89.7727

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.3154 top1= 91.4773

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6416 top1= 78.9163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9019 top1= 66.6166


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9711 top1= 63.6118

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2626 top1= 93.1818

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B10 |   4224/60000 (  7%) ] Loss: 0.3231 top1= 90.3409

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.3091 top1= 91.4773

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6315 top1= 79.1767


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8907 top1= 66.8670


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9620 top1= 63.9223

