
=== 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= 18.4659

=== 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: 2.2485 top1= 21.5909

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



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2201 top1= 31.0397


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2197 top1= 32.0713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2205 top1= 30.5990

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.2145 top1= 24.7159

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.001



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


[E 2B10 |   4224/60000 (  7%) ] Loss: 2.1867 top1= 34.0909

=== 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: 2.1418 top1= 37.2159

=== 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=2.1110 top1= 45.4127


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1094 top1= 48.5877


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1104 top1= 47.0453

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 2.1090 top1= 37.7841

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B10 |   4224/60000 (  7%) ] Loss: 2.0662 top1= 45.1705

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 3B20 |   8064/60000 ( 13%) ] Loss: 1.9981 top1= 50.2841

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9575 top1= 59.7256


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9576 top1= 58.4936


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.9570 top1= 58.3534

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 1.9656 top1= 50.2841

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 4B10 |   4224/60000 (  7%) ] Loss: 1.8989 top1= 54.5455

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



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 4B20 |   8064/60000 ( 13%) ] Loss: 1.8119 top1= 57.6705

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.7466 top1= 67.2576


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.7473 top1= 66.5164


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.7463 top1= 66.4663

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 1.7688 top1= 60.2273

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 5B10 |   4224/60000 (  7%) ] Loss: 1.6787 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=0.002


[E 5B20 |   8064/60000 ( 13%) ] Loss: 1.5692 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=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.4761 top1= 73.5477


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.4766 top1= 73.0068


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.4752 top1= 73.7780

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 1.5191 top1= 66.4773

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B10 |   4224/60000 (  7%) ] Loss: 1.4196 top1= 67.6136

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 6B20 |   8064/60000 ( 13%) ] Loss: 1.2993 top1= 70.1705

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.1915 top1= 78.0950


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.1924 top1= 77.7744


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.1917 top1= 77.9347

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 1.2560 top1= 71.0227

=== 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: 1.1754 top1= 73.5795

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



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 7B20 |   8064/60000 ( 13%) ] Loss: 1.0615 top1= 73.2955

=== 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=0.9572 top1= 81.6306


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.9585 top1= 80.9595


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.9574 top1= 81.7208

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 1.0543 top1= 72.7273

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



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.9918 top1= 75.8523

=== 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: 0.8920 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=0.7894 top1= 83.5737


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.7927 top1= 82.9928


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.7883 top1= 83.9944

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.9018 top1= 74.4318

=== 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: 0.8496 top1= 80.3977

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



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.7762 top1= 77.8409

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



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.6784 top1= 84.7857


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6805 top1= 84.3650


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.6792 top1= 84.9058

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.7974 top1= 77.2727

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E10B10 |   4224/60000 (  7%) ] Loss: 0.7598 top1= 81.5341

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.6802 top1= 81.2500

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



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5994 top1= 85.8774


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.6021 top1= 85.2764


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5995 top1= 86.3181

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.7167 top1= 78.9773

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



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E11B10 |   4224/60000 (  7%) ] Loss: 0.6891 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: 0.6171 top1= 82.1023

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



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5441 top1= 86.8790


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5457 top1= 86.4583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5458 top1= 87.0693

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.6546 top1= 82.6705

=== 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: 0.6315 top1= 83.8068

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.5626 top1= 84.0909

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5037 top1= 87.4199


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5072 top1= 87.1795


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5021 top1= 87.6903

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.6085 top1= 83.5227

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.002



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E13B10 |   4224/60000 (  7%) ] Loss: 0.5923 top1= 85.7955

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



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.5231 top1= 84.6591

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4692 top1= 88.1911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4738 top1= 87.9908


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4684 top1= 88.3714

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.5753 top1= 84.0909

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E14B10 |   4224/60000 (  7%) ] Loss: 0.5670 top1= 87.2159

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



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.4879 top1= 86.0795

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4448 top1= 88.4716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4488 top1= 88.2412


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4448 top1= 88.6518

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.5393 top1= 85.7955

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



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E15B10 |   4224/60000 (  7%) ] Loss: 0.5355 top1= 87.7841

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



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.4622 top1= 86.3636

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



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4237 top1= 88.8522


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4266 top1= 88.5717


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4235 top1= 89.0224

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.5081 top1= 86.3636

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



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E16B10 |   4224/60000 (  7%) ] Loss: 0.5097 top1= 88.9205

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



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.4442 top1= 87.2159

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



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4071 top1= 89.1927


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4093 top1= 88.9323


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4077 top1= 89.2728

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.4859 top1= 87.2159

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E17B10 |   4224/60000 (  7%) ] Loss: 0.4945 top1= 88.0682

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.4180 top1= 87.2159

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.001



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3967 top1= 89.1727


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3988 top1= 88.9123


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3964 top1= 89.3530

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.4755 top1= 86.9318

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



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E18B10 |   4224/60000 (  7%) ] Loss: 0.4800 top1= 89.4886

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.002



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.4057 top1= 88.0682

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



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3815 top1= 89.5633


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3832 top1= 89.4531


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3808 top1= 89.7035

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.4549 top1= 86.9318

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



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E19B10 |   4224/60000 (  7%) ] Loss: 0.4660 top1= 89.4886

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



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.3908 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=0.3715 top1= 89.6334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3738 top1= 89.3730


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3722 top1= 89.7636

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.4408 top1= 87.7841

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



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4538 top1= 88.9205

=== 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: 0.3716 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=0.3620 top1= 89.8838


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3647 top1= 89.5833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3626 top1= 89.9339

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.4224 top1= 88.6364

=== 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: 0.4416 top1= 89.2045

=== 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: 0.3562 top1= 90.3409

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



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3539 top1= 90.0641


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3571 top1= 89.8638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3528 top1= 90.3045

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.4021 top1= 88.9205

=== 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: 0.4239 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=0.009


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.3437 top1= 91.1932

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3484 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3502 top1= 90.1042


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3479 top1= 90.3345

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.3998 top1= 88.9205

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



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4223 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=0.008


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.3310 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=0.008



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3415 top1= 90.3245


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3454 top1= 90.0240


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3401 top1= 90.6050

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.3944 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=0.009


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4227 top1= 90.0568

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



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.3264 top1= 91.4773

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



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3349 top1= 90.4247


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3384 top1= 90.2644


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3345 top1= 90.6350

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.3870 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: 0.4086 top1= 90.6250

=== 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: 0.3195 top1= 91.4773

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3293 top1= 90.6350


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3320 top1= 90.5248


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3289 top1= 90.7552

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.3726 top1= 88.6364

=== 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: 0.3974 top1= 90.6250

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



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.3125 top1= 91.4773

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



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3231 top1= 90.8754


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3282 top1= 90.6050


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3241 top1= 90.8554

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.3636 top1= 89.2045

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



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E27B10 |   4224/60000 (  7%) ] Loss: 0.3884 top1= 90.9091

=== 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: 0.2983 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=0.011



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3185 top1= 90.9756


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3233 top1= 90.7051


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3204 top1= 90.9655

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.3646 top1= 89.2045

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



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E28B10 |   4224/60000 (  7%) ] Loss: 0.3812 top1= 90.3409

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



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.2851 top1= 93.1818

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



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3151 top1= 90.9155


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3179 top1= 90.8754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3142 top1= 91.0557

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.3468 top1= 89.7727

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E29B10 |   4224/60000 (  7%) ] Loss: 0.3815 top1= 90.9091

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.2841 top1= 93.4659

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



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3124 top1= 90.9054


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3161 top1= 90.8454


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3112 top1= 91.0457

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.3437 top1= 90.3409

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E30B10 |   4224/60000 (  7%) ] Loss: 0.3605 top1= 91.4773

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



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.2770 top1= 93.1818

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.003



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3049 top1= 91.2360


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3072 top1= 91.1258


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3067 top1= 91.1759

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.3315 top1= 90.3409

=== 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: 0.3566 top1= 91.1932

=== 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: 0.2700 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=0.006



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3020 top1= 91.2861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3036 top1= 91.1759


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3007 top1= 91.4764

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.3306 top1= 90.3409

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



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E32B10 |   4224/60000 (  7%) ] Loss: 0.3569 top1= 91.1932

=== 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: 0.2666 top1= 93.7500

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.002



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3002 top1= 91.2760


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3001 top1= 91.4363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3012 top1= 91.3962

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.3203 top1= 90.6250

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



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E33B10 |   4224/60000 (  7%) ] Loss: 0.3501 top1= 91.7614

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



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.2567 top1= 94.6023

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



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2949 top1= 91.5865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2967 top1= 91.4062


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2955 top1= 91.5665

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.3166 top1= 91.4773

=== 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: 0.3461 top1= 92.0455

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



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.2497 top1= 94.3182

=== 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=0.2924 top1= 91.6166


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2940 top1= 91.5565


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2933 top1= 91.5765

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.3141 top1= 90.6250

=== 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: 0.3337 top1= 91.4773

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



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.2510 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=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2890 top1= 91.7268


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2933 top1= 91.4964


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2870 top1= 91.8870

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.3039 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=0.010


[E36B10 |   4224/60000 (  7%) ] Loss: 0.3288 top1= 91.7614

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



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.2409 top1= 94.3182

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



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010



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


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2889 top1= 91.4363


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2845 top1= 91.9972

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.2982 top1= 91.7614

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



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E37B10 |   4224/60000 (  7%) ] Loss: 0.3212 top1= 92.8977

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



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.2393 top1= 94.3182

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



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2819 top1= 91.9571


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2842 top1= 92.0072


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2828 top1= 91.9171

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.2909 top1= 92.0455

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E38B10 |   4224/60000 (  7%) ] Loss: 0.3198 top1= 92.3295

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



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.2366 top1= 95.1705

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



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2818 top1= 91.8770


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2815 top1= 91.8670


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2802 top1= 91.9171

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.2838 top1= 92.3295

=== 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: 0.3068 top1= 92.6136

=== 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: 0.2286 top1= 95.4545

=== 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=0.2758 top1= 92.1374


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2783 top1= 92.0773


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2756 top1= 92.2376

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.2828 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: 0.3162 top1= 92.3295

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



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.2273 top1= 94.3182

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



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.2746 top1= 92.0873


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2772 top1= 91.9772


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2754 top1= 92.0974

