
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.9)
=> Add worker SGDMWorker(index=1, momentum=0.9)
=> Add worker SGDMWorker(index=2, momentum=0.9)
=> Add worker SGDMWorker(index=3, momentum=0.9)
=> Add worker SGDMWorker(index=4, momentum=0.9)
=> Add worker SGDMWorker(index=5, momentum=0.9)
=> Add worker SGDMWorker(index=6, momentum=0.9)
=> Add worker SGDMWorker(index=7, momentum=0.9)
=> Add worker SGDMWorker(index=8, momentum=0.9)
=> Add worker SGDMWorker(index=9, momentum=0.9)
=> Add worker SGDMWorker(index=10, momentum=0.9)
=> Add worker ByzantineWorker(index=11)
=> Add worker ByzantineWorker(index=12)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=2)

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3051 top1=  8.5227

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 9, 2, 5, 8], device='cuda:0')
Worker 1 has targets: tensor([3, 4, 1, 1, 9], device='cuda:0')
Worker 2 has targets: tensor([5, 0, 6, 6, 2], device='cuda:0')
Worker 3 has targets: tensor([4, 6, 5, 0, 1], device='cuda:0')
Worker 4 has targets: tensor([7, 8, 5, 1, 0], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 4, 7], device='cuda:0')
Worker 6 has targets: tensor([9, 9, 7, 4, 9], device='cuda:0')
Worker 7 has targets: tensor([6, 3, 4, 0, 2], device='cuda:0')
Worker 8 has targets: tensor([8, 1, 1, 0, 6], device='cuda:0')
Worker 9 has targets: tensor([8, 3, 8, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 2, 7, 0, 7], device='cuda:0')
Worker 11 has targets: tensor([4, 5, 3, 6, 7], device='cuda:0')
Worker 12 has targets: tensor([8, 0, 3, 7, 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 |   4576/60000 (  8%) ] Loss: 2.2701 top1= 16.4773

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.001


[E 1B20 |   8736/60000 ( 15%) ] Loss: 2.2034 top1= 26.4205

=== 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=2.1096 top1= 46.8450


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1037 top1= 47.7264


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1066 top1= 45.3726

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.0964 top1= 38.3523

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 2B10 |   4576/60000 (  8%) ] Loss: 1.9727 top1= 47.7273

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.001



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003


[E 2B20 |   8736/60000 ( 15%) ] Loss: 1.8035 top1= 53.9773

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.5751 top1= 65.0942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.5655 top1= 67.1274


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.5758 top1= 65.4447

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.5922 top1= 55.6818

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.006


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.2917 top1= 67.8977

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.1100 top1= 69.0341

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.8501 top1= 78.7861


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.8368 top1= 80.9996


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.8489 top1= 78.7861

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 0.9394 top1= 73.0114

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.010


[E 4B10 |   4576/60000 (  8%) ] Loss: 0.7098 top1= 81.2500

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012


[E 4B20 |   8736/60000 ( 15%) ] Loss: 0.7076 top1= 79.2614

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.013



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5576 top1= 85.0561


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5482 top1= 86.1178


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.5508 top1= 85.2163

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 0.6238 top1= 83.8068

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.015


[E 5B10 |   4576/60000 (  8%) ] Loss: 0.4995 top1= 85.7955

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



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 5B20 |   8736/60000 ( 15%) ] Loss: 0.5555 top1= 82.3864

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4586 top1= 86.5184


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4502 top1= 87.4700


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4516 top1= 87.3798

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 0.4939 top1= 86.3636

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 6B10 |   4576/60000 (  8%) ] Loss: 0.4221 top1= 87.7841

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E 6B20 |   8736/60000 ( 15%) ] Loss: 0.4921 top1= 85.5114

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4138 top1= 87.4800


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4038 top1= 88.1310


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4034 top1= 88.3013

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 0.4269 top1= 88.9205

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 7B10 |   4576/60000 (  8%) ] Loss: 0.3842 top1= 87.7841

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 7B20 |   8736/60000 ( 15%) ] Loss: 0.4631 top1= 85.7955

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3945 top1= 87.5801


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3798 top1= 88.5417


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3767 top1= 88.8622

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 0.3925 top1= 89.4886

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E 8B10 |   4576/60000 (  8%) ] Loss: 0.3580 top1= 87.7841

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E 8B20 |   8736/60000 ( 15%) ] Loss: 0.4481 top1= 86.3636

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3862 top1= 87.7504


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3661 top1= 88.7220


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3614 top1= 89.1326

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 0.3766 top1= 89.2045

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 9B10 |   4576/60000 (  8%) ] Loss: 0.3468 top1= 88.6364

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.012



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E 9B20 |   8736/60000 ( 15%) ] Loss: 0.4380 top1= 87.2159

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3782 top1= 87.9507


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3570 top1= 88.9022


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3524 top1= 89.2728

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 0.3682 top1= 89.2045

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E10B10 |   4576/60000 (  8%) ] Loss: 0.3404 top1= 88.9205

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.013



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038


[E10B20 |   8736/60000 ( 15%) ] Loss: 0.4312 top1= 87.7841

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.013



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.038



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3714 top1= 88.3714


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3509 top1= 89.1526


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3464 top1= 89.4030

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 0.3673 top1= 88.9205

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E11B10 |   4576/60000 (  8%) ] Loss: 0.3375 top1= 88.6364

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.014



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


[E11B20 |   8736/60000 ( 15%) ] Loss: 0.4306 top1= 88.3523

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3697 top1= 88.5617


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3483 top1= 89.1627


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3433 top1= 89.5833

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 0.3640 top1= 88.3523

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.014



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.043


[E12B10 |   4576/60000 (  8%) ] Loss: 0.3332 top1= 88.6364

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E12B20 |   8736/60000 ( 15%) ] Loss: 0.4284 top1= 88.3523

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.015



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3629 top1= 88.8822


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3444 top1= 89.3429


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3412 top1= 89.6434

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 0.3604 top1= 88.0682

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.046


[E13B10 |   4576/60000 (  8%) ] Loss: 0.3315 top1= 88.6364

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E13B20 |   8736/60000 ( 15%) ] Loss: 0.4280 top1= 87.7841

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3571 top1= 89.1727


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3431 top1= 89.2929


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3383 top1= 89.7937

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 0.3588 top1= 88.0682

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.016



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.049


[E14B10 |   4576/60000 (  8%) ] Loss: 0.3280 top1= 89.2045

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E14B20 |   8736/60000 ( 15%) ] Loss: 0.4251 top1= 88.0682

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.017



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3541 top1= 89.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3409 top1= 89.4932


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3373 top1= 89.8838

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 0.3547 top1= 88.0682

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E15B10 |   4576/60000 (  8%) ] Loss: 0.3273 top1= 90.0568

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E15B20 |   8736/60000 ( 15%) ] Loss: 0.4222 top1= 88.6364

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3551 top1= 89.6534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3407 top1= 89.4732


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3374 top1= 90.0040

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 0.3509 top1= 87.5000

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.054


[E16B10 |   4576/60000 (  8%) ] Loss: 0.3264 top1= 89.7727

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.018



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E16B20 |   8736/60000 ( 15%) ] Loss: 0.4191 top1= 88.3523

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3542 top1= 89.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3392 top1= 89.5533


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3371 top1= 90.0741

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 0.3487 top1= 88.0682

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E17B10 |   4576/60000 (  8%) ] Loss: 0.3195 top1= 89.7727

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E17B20 |   8736/60000 ( 15%) ] Loss: 0.4160 top1= 89.2045

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3543 top1= 89.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3386 top1= 89.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3368 top1= 90.1242

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 0.3472 top1= 87.7841

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E18B10 |   4576/60000 (  8%) ] Loss: 0.3181 top1= 90.3409

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.019



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E18B20 |   8736/60000 ( 15%) ] Loss: 0.4157 top1= 88.6364

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.019



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3563 top1= 89.5733


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3390 top1= 89.6334


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3368 top1= 90.1442

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 0.3468 top1= 88.3523

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.019



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E19B10 |   4576/60000 (  8%) ] Loss: 0.3151 top1= 90.3409

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E19B20 |   8736/60000 ( 15%) ] Loss: 0.4167 top1= 88.9205

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3571 top1= 89.5433


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3395 top1= 89.6434


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3366 top1= 90.1743

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 0.3472 top1= 88.0682

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.062


[E20B10 |   4576/60000 (  8%) ] Loss: 0.3125 top1= 90.0568

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E20B20 |   8736/60000 ( 15%) ] Loss: 0.4154 top1= 89.2045

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3578 top1= 89.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3394 top1= 89.7135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3374 top1= 90.1843

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 0.3476 top1= 88.0682

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.063


[E21B10 |   4576/60000 (  8%) ] Loss: 0.3146 top1= 90.0568

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E21B20 |   8736/60000 ( 15%) ] Loss: 0.4175 top1= 88.9205

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.020



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3591 top1= 89.5633


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3403 top1= 89.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3379 top1= 90.2143

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 0.3474 top1= 88.0682

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.020



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E22B10 |   4576/60000 (  8%) ] Loss: 0.3130 top1= 90.3409

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E22B20 |   8736/60000 ( 15%) ] Loss: 0.4160 top1= 88.9205

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3600 top1= 89.6234


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3411 top1= 89.6434


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3382 top1= 90.1643

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 0.3481 top1= 88.3523

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.065


[E23B10 |   4576/60000 (  8%) ] Loss: 0.3135 top1= 90.0568

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E23B20 |   8736/60000 ( 15%) ] Loss: 0.4170 top1= 88.9205

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3612 top1= 89.5933


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3417 top1= 89.6635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3386 top1= 90.1442

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 0.3468 top1= 88.0682

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066


[E24B10 |   4576/60000 (  8%) ] Loss: 0.3129 top1= 90.0568

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E24B20 |   8736/60000 ( 15%) ] Loss: 0.4179 top1= 88.6364

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.021



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3622 top1= 89.6034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3427 top1= 89.6434


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3391 top1= 90.2043

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 0.3477 top1= 88.3523

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.067


[E25B10 |   4576/60000 (  8%) ] Loss: 0.3145 top1= 90.0568

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.021



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E25B20 |   8736/60000 ( 15%) ] Loss: 0.4179 top1= 88.9205

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3630 top1= 89.5933


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3433 top1= 89.6134


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3391 top1= 90.2244

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 0.3484 top1= 88.0682

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E26B10 |   4576/60000 (  8%) ] Loss: 0.3145 top1= 90.0568

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E26B20 |   8736/60000 ( 15%) ] Loss: 0.4182 top1= 88.9205

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3640 top1= 89.6234


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3439 top1= 89.6234


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3397 top1= 90.1743

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 0.3478 top1= 88.3523

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.068


[E27B10 |   4576/60000 (  8%) ] Loss: 0.3144 top1= 90.0568

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E27B20 |   8736/60000 ( 15%) ] Loss: 0.4188 top1= 89.2045

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3648 top1= 89.6334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3438 top1= 89.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3404 top1= 90.2845

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.3486 top1= 88.0682

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E28B10 |   4576/60000 (  8%) ] Loss: 0.3142 top1= 90.0568

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.4189 top1= 88.9205

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3652 top1= 89.6434


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3439 top1= 89.6334


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3401 top1= 90.2945

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.3486 top1= 88.0682

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.070


[E29B10 |   4576/60000 (  8%) ] Loss: 0.3142 top1= 89.7727

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.022



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.4191 top1= 88.9205

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3665 top1= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3448 top1= 89.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3408 top1= 90.3245

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.3485 top1= 88.0682

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.022



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E30B10 |   4576/60000 (  8%) ] Loss: 0.3162 top1= 90.0568

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.4202 top1= 88.9205

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3671 top1= 89.6334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3448 top1= 89.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3415 top1= 90.3245

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.3490 top1= 88.3523

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.071


[E31B10 |   4576/60000 (  8%) ] Loss: 0.3158 top1= 90.0568

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.4215 top1= 89.2045

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3683 top1= 89.6334


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3463 top1= 89.6034


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3420 top1= 90.3446

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.3494 top1= 88.0682

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E32B10 |   4576/60000 (  8%) ] Loss: 0.3141 top1= 90.0568

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.4200 top1= 89.4886

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3689 top1= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3463 top1= 89.6935


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3423 top1= 90.3245

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.3501 top1= 88.3523

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.072


[E33B10 |   4576/60000 (  8%) ] Loss: 0.3161 top1= 90.0568

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.4204 top1= 88.9205

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3696 top1= 89.6534


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3468 top1= 89.6635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3425 top1= 90.3245

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.3498 top1= 88.3523

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.073


[E34B10 |   4576/60000 (  8%) ] Loss: 0.3157 top1= 90.3409

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.023



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.4193 top1= 88.9205

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3704 top1= 89.6434


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3472 top1= 89.6434


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3435 top1= 90.3145

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.3499 top1= 88.3523

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E35B10 |   4576/60000 (  8%) ] Loss: 0.3154 top1= 89.4886

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.4209 top1= 89.4886

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3708 top1= 89.7035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3474 top1= 89.6434


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3428 top1= 90.3446

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.3495 top1= 88.0682

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.023



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.074


[E36B10 |   4576/60000 (  8%) ] Loss: 0.3163 top1= 89.7727

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.4208 top1= 89.4886

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3717 top1= 89.6635


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3475 top1= 89.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3439 top1= 90.3746

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.3500 top1= 88.0682

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E37B10 |   4576/60000 (  8%) ] Loss: 0.3138 top1= 90.3409

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.4202 top1= 89.4886

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.076



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3722 top1= 89.7035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3476 top1= 89.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3438 top1= 90.3646

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.3513 top1= 88.3523

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E38B10 |   4576/60000 (  8%) ] Loss: 0.3154 top1= 90.0568

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.077


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.4190 top1= 89.2045

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3728 top1= 89.6835


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3478 top1= 89.6635


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3445 top1= 90.2945

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.3496 top1= 88.3523

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.076


[E39B10 |   4576/60000 (  8%) ] Loss: 0.3167 top1= 90.3409

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.024



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.078


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.4220 top1= 89.4886

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.024



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.077



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3735 top1= 89.6935


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3492 top1= 89.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3440 top1= 90.3345

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.3509 top1= 88.0682

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.024



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.077


[E40B10 |   4576/60000 (  8%) ] Loss: 0.3149 top1= 90.0568

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.078


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.4211 top1= 89.4886

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.025



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3741 top1= 89.7035


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3490 top1= 89.6735


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3449 top1= 90.3546

