
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.95)
=> Add worker SGDMWorker(index=1, momentum=0.95)
=> Add worker SGDMWorker(index=2, momentum=0.95)
=> Add worker SGDMWorker(index=3, momentum=0.95)
=> Add worker SGDMWorker(index=4, momentum=0.95)
=> Add worker SGDMWorker(index=5, momentum=0.95)
=> Add worker SGDMWorker(index=6, momentum=0.95)
=> Add worker SGDMWorker(index=7, momentum=0.95)
=> Add worker SGDMWorker(index=8, momentum=0.95)
=> Add worker SGDMWorker(index=9, momentum=0.95)
=> Add worker SGDMWorker(index=10, momentum=0.95)
=> 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: 2.2614 top1= 20.4545

=== 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 |   8064/60000 ( 13%) ] Loss: 2.1626 top1= 33.5227

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.003



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0181 top1= 52.7143


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0202 top1= 56.5805


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0190 top1= 48.1070

Train epoch 2
[E 2B0  |    384/60000 (  1%) ] Loss: 2.0082 top1= 45.7386

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.004


[E 2B10 |   4224/60000 (  7%) ] Loss: 1.7782 top1= 53.4091

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B20 |   8064/60000 ( 13%) ] Loss: 1.4310 top1= 63.6364

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.012



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0110 top1= 76.0517


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0092 top1= 77.2135


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0168 top1= 76.5024

Train epoch 3
[E 3B0  |    384/60000 (  1%) ] Loss: 1.1231 top1= 69.6023

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E 3B10 |   4224/60000 (  7%) ] Loss: 0.8877 top1= 75.5682

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E 3B20 |   8064/60000 ( 13%) ] Loss: 0.7073 top1= 78.6932

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5095 top1= 84.4451


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.5178 top1= 83.8642


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4922 top1= 85.7572

Train epoch 4
[E 4B0  |    384/60000 (  1%) ] Loss: 0.6473 top1= 79.8295

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.017



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.036


[E 4B10 |   4224/60000 (  7%) ] Loss: 0.6131 top1= 83.8068

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.044


[E 4B20 |   8064/60000 ( 13%) ] Loss: 0.4965 top1= 85.7955

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.051



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4009 top1= 87.9607


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4003 top1= 88.3313


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3969 top1= 88.2212

Train epoch 5
[E 5B0  |    384/60000 (  1%) ] Loss: 0.4953 top1= 85.5114

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.025



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.058


[E 5B10 |   4224/60000 (  7%) ] Loss: 0.5381 top1= 85.7955

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.065


[E 5B20 |   8064/60000 ( 13%) ] Loss: 0.4254 top1= 87.7841

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.029



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.070



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3778 top1= 88.2111


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3751 top1= 88.7520


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3688 top1= 88.6919

Train epoch 6
[E 6B0  |    384/60000 (  1%) ] Loss: 0.4724 top1= 86.9318

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.030



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.076


[E 6B10 |   4224/60000 (  7%) ] Loss: 0.4984 top1= 86.9318

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.031



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.080


[E 6B20 |   8064/60000 ( 13%) ] Loss: 0.3985 top1= 88.0682

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.032



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.084



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3725 top1= 88.6018


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3580 top1= 89.3830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3557 top1= 89.1727

Train epoch 7
[E 7B0  |    384/60000 (  1%) ] Loss: 0.4656 top1= 87.7841

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.034



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.090


[E 7B10 |   4224/60000 (  7%) ] Loss: 0.4976 top1= 85.7955

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.035



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.094


[E 7B20 |   8064/60000 ( 13%) ] Loss: 0.3856 top1= 87.5000

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.036



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3715 top1= 88.8221


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3472 top1= 89.7336


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3507 top1= 89.2929

Train epoch 8
[E 8B0  |    384/60000 (  1%) ] Loss: 0.4466 top1= 88.6364

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103


[E 8B10 |   4224/60000 (  7%) ] Loss: 0.5002 top1= 86.3636

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.106


[E 8B20 |   8064/60000 ( 13%) ] Loss: 0.3630 top1= 88.3523

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3778 top1= 88.7420


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3472 top1= 89.5833


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3502 top1= 89.3429

Train epoch 9
[E 9B0  |    384/60000 (  1%) ] Loss: 0.4433 top1= 87.5000

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114


[E 9B10 |   4224/60000 (  7%) ] Loss: 0.4955 top1= 86.6477

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.116


[E 9B20 |   8064/60000 ( 13%) ] Loss: 0.3711 top1= 87.7841

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.118



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3878 top1= 88.7320


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3459 top1= 89.8738


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3562 top1= 89.3229

Train epoch 10
[E10B0  |    384/60000 (  1%) ] Loss: 0.4426 top1= 86.9318

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.121


[E10B10 |   4224/60000 (  7%) ] Loss: 0.4868 top1= 88.0682

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.121


[E10B20 |   8064/60000 ( 13%) ] Loss: 0.3761 top1= 87.2159

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3920 top1= 88.1911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3599 top1= 89.2728


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3622 top1= 89.0525

Train epoch 11
[E11B0  |    384/60000 (  1%) ] Loss: 0.4497 top1= 88.0682

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.124


[E11B10 |   4224/60000 (  7%) ] Loss: 0.5046 top1= 86.0795

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.122


[E11B20 |   8064/60000 ( 13%) ] Loss: 0.3641 top1= 87.7841

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.122



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3464 top1= 89.7336


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3211 top1= 90.4347


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3334 top1= 90.0641

Train epoch 12
[E12B0  |    384/60000 (  1%) ] Loss: 0.4286 top1= 88.6364

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.121


[E12B10 |   4224/60000 (  7%) ] Loss: 0.4989 top1= 85.7955

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.118


[E12B20 |   8064/60000 ( 13%) ] Loss: 0.3858 top1= 88.3523

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.117



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3534 top1= 89.2728


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3209 top1= 90.4647


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3423 top1= 89.5933

Train epoch 13
[E13B0  |    384/60000 (  1%) ] Loss: 0.4298 top1= 88.3523

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.116


[E13B10 |   4224/60000 (  7%) ] Loss: 0.4665 top1= 89.4886

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113


[E13B20 |   8064/60000 ( 13%) ] Loss: 0.3644 top1= 88.9205

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3417 top1= 89.9038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3186 top1= 90.5349


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3323 top1= 89.9038

Train epoch 14
[E14B0  |    384/60000 (  1%) ] Loss: 0.4057 top1= 89.4886

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113


[E14B10 |   4224/60000 (  7%) ] Loss: 0.4690 top1= 88.6364

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.112


[E14B20 |   8064/60000 ( 13%) ] Loss: 0.3643 top1= 88.9205

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.113



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3493 top1= 89.7736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3177 top1= 90.5449


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3326 top1= 89.9840

Train epoch 15
[E15B0  |    384/60000 (  1%) ] Loss: 0.3997 top1= 90.3409

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.115


[E15B10 |   4224/60000 (  7%) ] Loss: 0.4705 top1= 88.9205

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.115


[E15B20 |   8064/60000 ( 13%) ] Loss: 0.3667 top1= 89.4886

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.117



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3469 top1= 90.0040


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3164 top1= 90.6450


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3294 top1= 90.1542

Train epoch 16
[E16B0  |    384/60000 (  1%) ] Loss: 0.3994 top1= 89.4886

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.039



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.119


[E16B10 |   4224/60000 (  7%) ] Loss: 0.4711 top1= 88.9205

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.119


[E16B20 |   8064/60000 ( 13%) ] Loss: 0.3656 top1= 89.4886

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.121



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3464 top1= 90.0240


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3161 top1= 90.7352


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3274 top1= 90.1943

Train epoch 17
[E17B0  |    384/60000 (  1%) ] Loss: 0.3987 top1= 89.4886

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.123


[E17B10 |   4224/60000 (  7%) ] Loss: 0.4715 top1= 88.6364

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.040



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.122


[E17B20 |   8064/60000 ( 13%) ] Loss: 0.3648 top1= 89.4886

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.124



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3470 top1= 90.0942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3161 top1= 90.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3263 top1= 90.2444

Train epoch 18
[E18B0  |    384/60000 (  1%) ] Loss: 0.3985 top1= 89.4886

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.126


[E18B10 |   4224/60000 (  7%) ] Loss: 0.4726 top1= 88.6364

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.125


[E18B20 |   8064/60000 ( 13%) ] Loss: 0.3637 top1= 89.7727

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3478 top1= 90.1042


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3162 top1= 90.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3258 top1= 90.3045

Train epoch 19
[E19B0  |    384/60000 (  1%) ] Loss: 0.3987 top1= 89.4886

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.042



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.128


[E19B10 |   4224/60000 (  7%) ] Loss: 0.4728 top1= 88.6364

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.128


[E19B20 |   8064/60000 ( 13%) ] Loss: 0.3633 top1= 89.7727

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.129



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3488 top1= 90.0741


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3167 top1= 90.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3262 top1= 90.2845

Train epoch 20
[E20B0  |    384/60000 (  1%) ] Loss: 0.3988 top1= 89.4886

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.131


[E20B10 |   4224/60000 (  7%) ] Loss: 0.4738 top1= 88.6364

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.130


[E20B20 |   8064/60000 ( 13%) ] Loss: 0.3637 top1= 89.7727

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.131



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3496 top1= 90.0942


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3167 top1= 90.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3268 top1= 90.2744

Train epoch 21
[E21B0  |    384/60000 (  1%) ] Loss: 0.3995 top1= 89.4886

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.133


[E21B10 |   4224/60000 (  7%) ] Loss: 0.4730 top1= 88.6364

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.132


[E21B20 |   8064/60000 ( 13%) ] Loss: 0.3637 top1= 90.0568

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.133



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3504 top1= 90.1142


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3171 top1= 90.7953


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3270 top1= 90.2945

Train epoch 22
[E22B0  |    384/60000 (  1%) ] Loss: 0.3998 top1= 89.7727

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.135


[E22B10 |   4224/60000 (  7%) ] Loss: 0.4746 top1= 88.6364

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.134


[E22B20 |   8064/60000 ( 13%) ] Loss: 0.3632 top1= 89.7727

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.135



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3514 top1= 90.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3175 top1= 90.8153


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3276 top1= 90.3145

Train epoch 23
[E23B0  |    384/60000 (  1%) ] Loss: 0.4004 top1= 89.7727

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.136


[E23B10 |   4224/60000 (  7%) ] Loss: 0.4738 top1= 88.6364

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.135


[E23B20 |   8064/60000 ( 13%) ] Loss: 0.3628 top1= 89.7727

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.137



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3523 top1= 90.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3175 top1= 90.8353


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3284 top1= 90.2544

Train epoch 24
[E24B0  |    384/60000 (  1%) ] Loss: 0.4007 top1= 90.0568

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138


[E24B10 |   4224/60000 (  7%) ] Loss: 0.4750 top1= 88.6364

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.137


[E24B20 |   8064/60000 ( 13%) ] Loss: 0.3628 top1= 89.4886

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3531 top1= 90.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3181 top1= 90.8554


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3289 top1= 90.2744

Train epoch 25
[E25B0  |    384/60000 (  1%) ] Loss: 0.4022 top1= 89.7727

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.139


[E25B10 |   4224/60000 (  7%) ] Loss: 0.4753 top1= 88.6364

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138


[E25B20 |   8064/60000 ( 13%) ] Loss: 0.3623 top1= 90.3409

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3539 top1= 90.1442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3182 top1= 90.8754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3295 top1= 90.2644

Train epoch 26
[E26B0  |    384/60000 (  1%) ] Loss: 0.4018 top1= 89.7727

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E26B10 |   4224/60000 (  7%) ] Loss: 0.4760 top1= 88.6364

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.140


[E26B20 |   8064/60000 ( 13%) ] Loss: 0.3629 top1= 89.7727

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3546 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3186 top1= 90.8754


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3300 top1= 90.2344

Train epoch 27
[E27B0  |    384/60000 (  1%) ] Loss: 0.4020 top1= 89.7727

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142


[E27B10 |   4224/60000 (  7%) ] Loss: 0.4763 top1= 88.6364

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E27B20 |   8064/60000 ( 13%) ] Loss: 0.3623 top1= 89.7727

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3554 top1= 90.1342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3189 top1= 90.9155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3303 top1= 90.2344

Train epoch 28
[E28B0  |    384/60000 (  1%) ] Loss: 0.4031 top1= 90.0568

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143


[E28B10 |   4224/60000 (  7%) ] Loss: 0.4770 top1= 88.6364

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142


[E28B20 |   8064/60000 ( 13%) ] Loss: 0.3621 top1= 90.3409

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3562 top1= 90.1342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3193 top1= 90.9054


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3308 top1= 90.1943

Train epoch 29
[E29B0  |    384/60000 (  1%) ] Loss: 0.4030 top1= 89.7727

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E29B10 |   4224/60000 (  7%) ] Loss: 0.4768 top1= 88.6364

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143


[E29B20 |   8064/60000 ( 13%) ] Loss: 0.3620 top1= 90.0568

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3568 top1= 90.1442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3194 top1= 90.9355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3312 top1= 90.2444

Train epoch 30
[E30B0  |    384/60000 (  1%) ] Loss: 0.4038 top1= 89.7727

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E30B10 |   4224/60000 (  7%) ] Loss: 0.4772 top1= 88.6364

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E30B20 |   8064/60000 ( 13%) ] Loss: 0.3620 top1= 90.3409

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3574 top1= 90.1643


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3200 top1= 90.9255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3313 top1= 90.2344

Train epoch 31
[E31B0  |    384/60000 (  1%) ] Loss: 0.4034 top1= 89.7727

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E31B10 |   4224/60000 (  7%) ] Loss: 0.4777 top1= 88.6364

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E31B20 |   8064/60000 ( 13%) ] Loss: 0.3613 top1= 89.7727

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3580 top1= 90.1442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3203 top1= 90.9355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3315 top1= 90.2444

Train epoch 32
[E32B0  |    384/60000 (  1%) ] Loss: 0.4043 top1= 90.0568

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E32B10 |   4224/60000 (  7%) ] Loss: 0.4789 top1= 88.6364

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E32B20 |   8064/60000 ( 13%) ] Loss: 0.3616 top1= 90.3409

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3586 top1= 90.1442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3202 top1= 90.9155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3323 top1= 90.2143

Train epoch 33
[E33B0  |    384/60000 (  1%) ] Loss: 0.4037 top1= 89.7727

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E33B10 |   4224/60000 (  7%) ] Loss: 0.4783 top1= 88.6364

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E33B20 |   8064/60000 ( 13%) ] Loss: 0.3614 top1= 90.0568

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3594 top1= 90.1342


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3207 top1= 90.9455


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3325 top1= 90.2644

Train epoch 34
[E34B0  |    384/60000 (  1%) ] Loss: 0.4044 top1= 90.0568

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E34B10 |   4224/60000 (  7%) ] Loss: 0.4785 top1= 88.6364

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E34B20 |   8064/60000 ( 13%) ] Loss: 0.3624 top1= 89.7727

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3598 top1= 90.1442


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3209 top1= 90.9455


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3328 top1= 90.2143

Train epoch 35
[E35B0  |    384/60000 (  1%) ] Loss: 0.4049 top1= 90.0568

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E35B10 |   4224/60000 (  7%) ] Loss: 0.4796 top1= 88.6364

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E35B20 |   8064/60000 ( 13%) ] Loss: 0.3615 top1= 90.0568

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3602 top1= 90.1542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3212 top1= 90.8954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3330 top1= 90.2544

Train epoch 36
[E36B0  |    384/60000 (  1%) ] Loss: 0.4049 top1= 90.0568

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E36B10 |   4224/60000 (  7%) ] Loss: 0.4801 top1= 88.6364

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E36B20 |   8064/60000 ( 13%) ] Loss: 0.3620 top1= 90.0568

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3608 top1= 90.1843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3213 top1= 90.9155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3335 top1= 90.2244

Train epoch 37
[E37B0  |    384/60000 (  1%) ] Loss: 0.4049 top1= 90.0568

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E37B10 |   4224/60000 (  7%) ] Loss: 0.4805 top1= 88.6364

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E37B20 |   8064/60000 ( 13%) ] Loss: 0.3619 top1= 90.0568

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3614 top1= 90.1542


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3217 top1= 90.9355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3339 top1= 90.2444

Train epoch 38
[E38B0  |    384/60000 (  1%) ] Loss: 0.4058 top1= 90.0568

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E38B10 |   4224/60000 (  7%) ] Loss: 0.4811 top1= 88.9205

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E38B20 |   8064/60000 ( 13%) ] Loss: 0.3623 top1= 89.7727

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3617 top1= 90.1743


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3219 top1= 90.9255


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3336 top1= 90.2344

Train epoch 39
[E39B0  |    384/60000 (  1%) ] Loss: 0.4051 top1= 90.0568

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E39B10 |   4224/60000 (  7%) ] Loss: 0.4807 top1= 88.9205

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E39B20 |   8064/60000 ( 13%) ] Loss: 0.3618 top1= 90.0568

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3624 top1= 90.1743


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3221 top1= 90.8954


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3345 top1= 90.2544

Train epoch 40
[E40B0  |    384/60000 (  1%) ] Loss: 0.4062 top1= 90.0568

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E40B10 |   4224/60000 (  7%) ] Loss: 0.4807 top1= 88.9205

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E40B20 |   8064/60000 ( 13%) ] Loss: 0.3618 top1= 89.7727

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3627 top1= 90.1843


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3222 top1= 90.9355


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3344 top1= 90.2344

