
=== 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: 2.3028 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([5, 7, 1, 9, 7], 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: 2.2928 top1= 13.0682

=== 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: 2.2830 top1= 15.3409

=== 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=2.2780 top1= 17.1374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2777 top1= 17.7384


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2777 top1= 16.8570

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2763 top1= 14.2045

=== 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: 2.2676 top1= 19.6023

=== 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: 2.2557 top1= 20.1705

=== 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=2.2522 top1= 26.2821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2519 top1= 26.5625


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2519 top1= 25.9115

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.2500 top1= 18.4659

=== 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: 2.2415 top1= 26.4205

=== 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: 2.2271 top1= 25.5682

=== 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=2.2242 top1= 30.6691


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2238 top1= 31.0697


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2238 top1= 30.2985

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 2.2220 top1= 26.1364

=== 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: 2.2131 top1= 31.2500

=== 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: 2.1962 top1= 29.8295

=== 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=2.1934 top1= 37.7905


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1930 top1= 37.9507


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1930 top1= 37.1695

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 2.1920 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: 2.1822 top1= 34.3750

=== 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: 2.1622 top1= 36.3636

=== 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=2.1597 top1= 43.5196


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1594 top1= 43.8101


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1592 top1= 43.1791

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 2.1596 top1= 35.2273

=== 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: 2.1482 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: 2.1249 top1= 40.9091

=== 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=2.1225 top1= 46.9451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1221 top1= 47.1655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1220 top1= 46.5345

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 2.1239 top1= 37.5000

=== 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: 2.1105 top1= 42.6136

=== 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: 2.0838 top1= 46.5909

=== 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=2.0811 top1= 50.7011


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0806 top1= 51.3121


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0806 top1= 49.9499

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 2.0843 top1= 41.4773

=== 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: 2.0680 top1= 46.0227

=== 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: 2.0382 top1= 50.2841

=== 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=2.0351 top1= 54.3770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0345 top1= 54.9679


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0345 top1= 53.6258

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 2.0401 top1= 43.7500

=== 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: 2.0206 top1= 48.5795

=== 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: 1.9876 top1= 52.5568

=== 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=1.9836 top1= 58.0429


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9829 top1= 58.3934


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9829 top1= 57.2817

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 1.9906 top1= 48.5795

=== 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: 1.9679 top1= 52.2727

=== 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: 1.9317 top1= 55.6818

=== 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=1.9264 top1= 60.9375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9256 top1= 61.3181


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9256 top1= 60.4167

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 1.9360 top1= 52.2727

=== 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: 1.9097 top1= 54.8295

=== 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: 1.8704 top1= 57.6705

=== 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=1.8630 top1= 63.4315


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8621 top1= 63.9223


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.8621 top1= 63.0308

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 1.8760 top1= 55.9659

=== 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: 1.8457 top1= 55.9659

=== 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: 1.8033 top1= 59.3750

=== 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=1.7926 top1= 65.9956


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7916 top1= 66.1558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7914 top1= 65.5148

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 1.8100 top1= 58.2386

=== 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: 1.7759 top1= 56.8182

=== 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: 1.7298 top1= 60.5114

=== 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=1.7156 top1= 68.0589


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7145 top1= 68.2592


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7144 top1= 67.7885

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 1.7379 top1= 61.9318

=== 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: 1.7013 top1= 59.9432

=== 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: 1.6512 top1= 62.7841

=== 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=1.6332 top1= 70.2123


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.6318 top1= 70.1723


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.6319 top1= 69.9720

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 1.6610 top1= 63.0682

=== 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: 1.6224 top1= 62.7841

=== 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: 1.5685 top1= 63.3523

=== 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=1.5464 top1= 72.0553


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5447 top1= 72.0653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5450 top1= 71.8950

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 1.5804 top1= 65.0568

=== 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: 1.5408 top1= 64.4886

=== 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: 1.4832 top1= 65.6250

=== 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=1.4570 top1= 74.1386


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4550 top1= 74.1286


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4555 top1= 73.9984

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 1.4975 top1= 67.0455

=== 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: 1.4582 top1= 66.4773

=== 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: 1.3977 top1= 68.7500

=== 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=1.3672 top1= 75.8514


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.3648 top1= 75.6611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.3656 top1= 75.7312

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 1.4145 top1= 69.6023

=== 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: 1.3765 top1= 68.7500

=== 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: 1.3141 top1= 69.8864

=== 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=1.2792 top1= 77.3438


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.2767 top1= 77.1134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.2774 top1= 77.3237

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 1.3334 top1= 70.1705

=== 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: 1.2978 top1= 69.8864

=== 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: 1.2345 top1= 71.5909

=== 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=1.1953 top1= 78.7961


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1927 top1= 78.5757


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1933 top1= 78.7660

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 1.2565 top1= 70.7386

=== 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: 1.2236 top1= 71.5909

=== 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: 1.1601 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=1.1172 top1= 79.8678


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1145 top1= 79.6675


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1149 top1= 79.9279

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 1.1851 top1= 71.3068

=== 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: 1.1550 top1= 73.0114

=== 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: 1.0918 top1= 73.0114

=== 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=1.0458 top1= 80.8393


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0430 top1= 80.5990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0434 top1= 80.8994

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 1.1197 top1= 72.1591

=== 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: 1.0924 top1= 74.7159

=== 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: 1.0298 top1= 75.5682

=== 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=0.9815 top1= 81.6306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9786 top1= 81.4603


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9789 top1= 81.6907

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 1.0606 top1= 72.7273

=== 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: 1.0359 top1= 76.1364

=== 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: 0.9739 top1= 76.7045

=== 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=0.9240 top1= 82.4319


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9212 top1= 82.3618


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9213 top1= 82.4619

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 1.0074 top1= 73.8636

=== 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: 0.9850 top1= 77.8409

=== 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: 0.9239 top1= 77.2727

=== 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=0.8730 top1= 83.2131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8702 top1= 82.9327


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8701 top1= 83.2332

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.9599 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: 0.9395 top1= 78.9773

=== 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: 0.8792 top1= 77.8409

=== 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=0.8278 top1= 83.6839


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8251 top1= 83.6238


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8248 top1= 83.7841

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.9174 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: 0.8986 top1= 79.2614

=== 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: 0.8392 top1= 78.1250

=== 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=0.7879 top1= 84.1346


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7852 top1= 83.9944


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7847 top1= 84.2248

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.8793 top1= 76.4205

=== 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: 0.8617 top1= 80.6818

=== 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: 0.8034 top1= 78.6932

=== 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=0.7526 top1= 84.5853


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7500 top1= 84.4050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7493 top1= 84.7055

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.8451 top1= 77.5568

=== 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: 0.8287 top1= 80.6818

=== 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: 0.7715 top1= 78.9773

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7213 top1= 84.9359


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7187 top1= 84.7756


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7180 top1= 85.0461

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.8143 top1= 78.1250

=== 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: 0.7991 top1= 81.8182

=== 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: 0.7427 top1= 79.5455

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6937 top1= 85.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6911 top1= 85.1362


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6903 top1= 85.3666

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.7863 top1= 78.6932

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



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


[E30B10 |   4224/60000 (  7%) ] Loss: 0.7726 top1= 82.1023

=== 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: 0.7168 top1= 79.8295

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6691 top1= 85.7171


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6666 top1= 85.4267


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6657 top1= 85.7973

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.7610 top1= 79.8295

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



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


[E31B10 |   4224/60000 (  7%) ] Loss: 0.7486 top1= 82.3864

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



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


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.6933 top1= 80.3977

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6472 top1= 86.0276


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6447 top1= 85.8373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6438 top1= 86.2179

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.7379 top1= 80.6818

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



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


[E32B10 |   4224/60000 (  7%) ] Loss: 0.7269 top1= 83.5227

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



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


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.6718 top1= 80.9659

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6275 top1= 86.3081


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6250 top1= 86.1478


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6241 top1= 86.3982

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.7168 top1= 81.2500

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



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


[E33B10 |   4224/60000 (  7%) ] Loss: 0.7071 top1= 83.5227

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



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


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.6520 top1= 81.5341

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6097 top1= 86.5084


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6073 top1= 86.3482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6064 top1= 86.6587

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.6974 top1= 81.2500

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



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


[E34B10 |   4224/60000 (  7%) ] Loss: 0.6891 top1= 84.6591

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



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


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.6340 top1= 82.3864

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5938 top1= 86.7288


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5913 top1= 86.6587


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5905 top1= 86.8890

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.6796 top1= 81.5341

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



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


[E35B10 |   4224/60000 (  7%) ] Loss: 0.6726 top1= 84.6591

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



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


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.6174 top1= 82.6705

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5793 top1= 86.9992


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5767 top1= 86.8990


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5760 top1= 87.1194

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.6631 top1= 81.5341

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



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


[E36B10 |   4224/60000 (  7%) ] Loss: 0.6573 top1= 84.3750

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



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


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.6021 top1= 82.9545

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5661 top1= 87.1595


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5635 top1= 87.0793


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5628 top1= 87.2696

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.6480 top1= 82.1023

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



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


[E37B10 |   4224/60000 (  7%) ] Loss: 0.6433 top1= 85.2273

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



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


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.5879 top1= 82.9545

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5539 top1= 87.2396


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5514 top1= 87.2496


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5507 top1= 87.4199

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.6339 top1= 82.3864

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



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


[E38B10 |   4224/60000 (  7%) ] Loss: 0.6304 top1= 85.7955

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



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


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.5745 top1= 82.9545

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5428 top1= 87.3798


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5403 top1= 87.3798


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5396 top1= 87.5401

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.6208 top1= 82.9545

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



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


[E39B10 |   4224/60000 (  7%) ] Loss: 0.6184 top1= 86.0795

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



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


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.5623 top1= 83.5227

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5327 top1= 87.5801


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5301 top1= 87.4700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5295 top1= 87.7604

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.6086 top1= 83.5227

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



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


[E40B10 |   4224/60000 (  7%) ] Loss: 0.6071 top1= 86.0795

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



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


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.5508 top1= 84.0909

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5232 top1= 87.8005


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5207 top1= 87.5300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5201 top1= 87.9207

