
=== 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: 2.2753 top1= 17.8977

=== 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: 2.2465 top1= 19.8864

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2198 top1= 31.1498


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2202 top1= 32.3718


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2205 top1= 30.3686

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2163 top1= 26.7045

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1868 top1= 33.2386

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 2B20 |   8064/60000 ( 13%) ] Loss: 2.1424 top1= 37.5000

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1113 top1= 48.2372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1116 top1= 51.2520


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1114 top1= 45.7732

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.1118 top1= 36.6477

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



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0672 top1= 45.7386

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 3B20 |   8064/60000 ( 13%) ] Loss: 2.0024 top1= 52.5568

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9581 top1= 60.0861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9596 top1= 59.1046


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9578 top1= 57.2216

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9688 top1= 49.1477

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.8996 top1= 54.5455

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.8127 top1= 58.5227

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7461 top1= 67.5581


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7474 top1= 67.2276


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7449 top1= 66.2360

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7703 top1= 60.2273

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.6775 top1= 60.7955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.5665 top1= 63.3523

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4762 top1= 73.5877


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4779 top1= 73.1470


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4737 top1= 73.6178

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.5210 top1= 65.6250

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.4180 top1= 67.0455

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.2953 top1= 69.0341

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1880 top1= 78.8261


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1904 top1= 78.6258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1885 top1= 78.2652

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.2562 top1= 71.3068

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 7B10 |   4224/60000 (  7%) ] Loss: 1.1704 top1= 73.0114

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.0537 top1= 73.0114

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.9535 top1= 81.8710


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9549 top1= 81.2600


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9536 top1= 81.7909

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.0530 top1= 73.2955

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.9840 top1= 76.7045

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.8816 top1= 76.4205

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.7849 top1= 83.9042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7886 top1= 83.2232


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7848 top1= 84.1146

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.9002 top1= 74.1477

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.8435 top1= 79.5455

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.7639 top1= 78.4091

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6726 top1= 84.8858


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6752 top1= 84.4451


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6745 top1= 85.1262

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.7897 top1= 78.9773

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B10 |   4224/60000 (  7%) ] Loss: 0.7507 top1= 82.6705

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.6696 top1= 80.1136

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5940 top1= 86.0176


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5958 top1= 85.5369


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5946 top1= 86.5284

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.7093 top1= 80.1136

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E11B10 |   4224/60000 (  7%) ] Loss: 0.6777 top1= 83.2386

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.6041 top1= 82.3864

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5385 top1= 87.0994


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5396 top1= 86.8490


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5400 top1= 87.1995

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.6473 top1= 82.9545

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E12B10 |   4224/60000 (  7%) ] Loss: 0.6219 top1= 84.3750

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.5505 top1= 84.9432

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4993 top1= 87.6002


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5024 top1= 87.2897


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4976 top1= 87.9207

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.5993 top1= 83.5227

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E13B10 |   4224/60000 (  7%) ] Loss: 0.5833 top1= 85.5114

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.5134 top1= 84.6591

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4653 top1= 88.4014


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4700 top1= 88.0609


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4650 top1= 88.3714

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.5706 top1= 84.3750

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E14B10 |   4224/60000 (  7%) ] Loss: 0.5597 top1= 86.9318

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.4803 top1= 85.7955

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4423 top1= 88.5216


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4465 top1= 88.3113


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4422 top1= 88.5817

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.5365 top1= 85.2273

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E15B10 |   4224/60000 (  7%) ] Loss: 0.5311 top1= 87.2159

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.4541 top1= 86.6477

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4208 top1= 88.7821


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4239 top1= 88.6619


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4205 top1= 89.0525

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.5066 top1= 85.7955

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E16B10 |   4224/60000 (  7%) ] Loss: 0.5073 top1= 87.7841

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.4391 top1= 86.6477

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4054 top1= 89.1126


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4077 top1= 88.8922


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4058 top1= 89.2728

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.4815 top1= 87.2159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E17B10 |   4224/60000 (  7%) ] Loss: 0.4896 top1= 88.0682

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.4093 top1= 87.7841

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3948 top1= 89.2328


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3966 top1= 88.9623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3941 top1= 89.4030

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.4710 top1= 87.2159

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E18B10 |   4224/60000 (  7%) ] Loss: 0.4789 top1= 88.9205

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.3979 top1= 87.5000

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3801 top1= 89.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3817 top1= 89.3530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3797 top1= 89.7236

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.4540 top1= 87.2159

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E19B10 |   4224/60000 (  7%) ] Loss: 0.4623 top1= 89.2045

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.3838 top1= 88.3523

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3699 top1= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3717 top1= 89.5032


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3711 top1= 89.7636

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.4373 top1= 87.5000

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4509 top1= 88.6364

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.3701 top1= 89.2045

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3603 top1= 89.8938


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3623 top1= 89.7937


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3619 top1= 89.9038

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4239 top1= 88.9205

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E21B10 |   4224/60000 (  7%) ] Loss: 0.4434 top1= 88.9205

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.3542 top1= 90.0568

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3536 top1= 90.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3567 top1= 89.8938


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3529 top1= 90.3045

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4061 top1= 88.3523

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4244 top1= 90.0568

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.3419 top1= 90.9091

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3471 top1= 90.1843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3485 top1= 90.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3473 top1= 90.2744

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4025 top1= 89.2045

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4219 top1= 89.4886

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.3270 top1= 91.4773

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3403 top1= 90.3846


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3430 top1= 90.2744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3391 top1= 90.5549

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.3952 top1= 89.7727

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4165 top1= 89.4886

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.3234 top1= 92.0455

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3334 top1= 90.4447


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3368 top1= 90.2544


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3340 top1= 90.6851

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3891 top1= 89.2045

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4082 top1= 89.7727

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.3180 top1= 91.4773

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3289 top1= 90.6751


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3314 top1= 90.5549


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3287 top1= 90.7051

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3745 top1= 89.2045

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E26B10 |   4224/60000 (  7%) ] Loss: 0.3955 top1= 90.3409

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.3079 top1= 92.3295

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3232 top1= 90.8654


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3276 top1= 90.6951


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3241 top1= 90.9255

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3643 top1= 89.7727

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E27B10 |   4224/60000 (  7%) ] Loss: 0.3879 top1= 90.0568

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



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.2992 top1= 93.1818

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3189 top1= 90.9255


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3217 top1= 90.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3201 top1= 90.9956

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3689 top1= 89.4886

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3787 top1= 90.9091

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.2877 top1= 92.6136

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3142 top1= 91.0757


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3168 top1= 90.9355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3143 top1= 91.0056

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3493 top1= 90.0568

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3783 top1= 90.6250

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.2852 top1= 93.7500

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3123 top1= 91.0357


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3154 top1= 90.9355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3116 top1= 91.1058

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3479 top1= 90.0568

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3645 top1= 91.1932

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.2806 top1= 92.8977

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3056 top1= 91.3061


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3075 top1= 91.2159


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3062 top1= 91.2660

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3362 top1= 90.9091

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E31B10 |   4224/60000 (  7%) ] Loss: 0.3606 top1= 90.9091

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.2710 top1= 93.7500

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3010 top1= 91.2861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3030 top1= 91.2961


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3009 top1= 91.4864

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3305 top1= 89.4886

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3525 top1= 92.3295

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.2692 top1= 92.8977

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



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2997 top1= 91.3562


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2998 top1= 91.4463


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3004 top1= 91.3061

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3219 top1= 91.1932

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3443 top1= 92.0455

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.2599 top1= 94.0341

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2944 top1= 91.4964


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2956 top1= 91.5865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2947 top1= 91.4764

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3185 top1= 91.1932

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E34B10 |   4224/60000 (  7%) ] Loss: 0.3453 top1= 91.7614

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.2508 top1= 93.7500

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2918 top1= 91.6667


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2923 top1= 91.6466


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2935 top1= 91.5765

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3123 top1= 91.4773

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E35B10 |   4224/60000 (  7%) ] Loss: 0.3355 top1= 91.1932

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.2499 top1= 93.7500

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2887 top1= 91.7468


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2924 top1= 91.5064


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2874 top1= 91.6867

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.3026 top1= 91.1932

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3329 top1= 92.0455

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.2424 top1= 94.3182

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2856 top1= 91.8069


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2876 top1= 91.6266


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2854 top1= 91.9671

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.3022 top1= 91.4773

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3226 top1= 93.1818

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.2427 top1= 94.0341

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2822 top1= 91.8970


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2824 top1= 92.0373


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2833 top1= 91.9071

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2897 top1= 92.3295

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B10 |   4224/60000 (  7%) ] Loss: 0.3182 top1= 92.0455

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2366 top1= 94.6023

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2801 top1= 91.9571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2807 top1= 91.8970


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2807 top1= 91.8770

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2845 top1= 91.7614

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E39B10 |   4224/60000 (  7%) ] Loss: 0.3088 top1= 92.3295

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



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.2299 top1= 94.8864

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



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2755 top1= 92.1374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2775 top1= 92.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2760 top1= 92.1074

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2805 top1= 92.3295

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E40B10 |   4224/60000 (  7%) ] Loss: 0.3178 top1= 92.8977

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2304 top1= 94.6023

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2747 top1= 92.0673


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2765 top1= 91.9872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2756 top1= 91.9872

