
=== 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)
=> Add worker ByzantineWorker(index=12)
=> Add worker ByzantineWorker(index=13)

=== Start adding graph ===
TwoCliquesWithByzantine(m=5,b=3)

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3005 top1=  9.0909

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([9, 4, 6, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([3, 0, 5, 1, 7], device='cuda:0')
Worker 2 has targets: tensor([5, 6, 5, 4, 9], device='cuda:0')
Worker 3 has targets: tensor([4, 8, 4, 4, 2], device='cuda:0')
Worker 4 has targets: tensor([7, 9, 7, 0, 6], device='cuda:0')
Worker 5 has targets: tensor([4, 9, 4, 0, 8], device='cuda:0')
Worker 6 has targets: tensor([9, 3, 1, 7, 7], device='cuda:0')
Worker 7 has targets: tensor([6, 1, 8, 0, 7], device='cuda:0')
Worker 8 has targets: tensor([8, 3, 7, 6, 2], device='cuda:0')
Worker 9 has targets: tensor([8, 2, 3, 7, 8], device='cuda:0')
Worker 10 has targets: tensor([7, 5, 3, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([4, 0, 5, 9, 5], device='cuda:0')
Worker 12 has targets: tensor([8, 2, 1, 2, 7], device='cuda:0')
Worker 13 has targets: tensor([9, 1, 6, 1, 1], 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 |   4928/60000 (  8%) ] Loss: 2.2499 top1= 21.5909

=== 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 |   9408/60000 ( 16%) ] Loss: 2.1669 top1= 34.3750

=== 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=2.0171 top1= 57.0112


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0158 top1= 59.6254


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.0103 top1= 51.6126

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.0065 top1= 46.8750

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005


[E 2B10 |   4928/60000 (  8%) ] Loss: 1.7472 top1= 59.3750

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



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.009


[E 2B20 |   9408/60000 ( 16%) ] Loss: 1.3962 top1= 68.1818

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



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.0074 top1= 75.2204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.0000 top1= 76.4523


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=1.0005 top1= 76.1719

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.1185 top1= 67.0455

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.8108 top1= 75.8523

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



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.6152 top1= 82.3864

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



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.5131 top1= 84.2047


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.4871 top1= 85.7071


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4876 top1= 85.6671

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.6060 top1= 81.2500

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



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.040


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.5195 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=0.046


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.4217 top1= 88.0682

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



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4292 top1= 86.9291


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3935 top1= 88.6018


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.4026 top1= 88.0008

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.4397 top1= 87.2159

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.059


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.4238 top1= 86.9318

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.026



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.063


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.3721 top1= 89.2045

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.028



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.068



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.4237 top1= 86.2981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3635 top1= 89.2027


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3747 top1= 88.6418

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.4264 top1= 88.3523

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.074


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.3948 top1= 87.5000

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.078


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.3547 top1= 89.2045

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.081



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3862 top1= 88.0909


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3464 top1= 89.7837


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3468 top1= 89.8638

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.4027 top1= 88.3523

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.033



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.086


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.3776 top1= 88.3523

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.034



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.089


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.3258 top1= 90.3409

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.035



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.092



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3969 top1= 87.2596


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3379 top1= 89.8037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3263 top1= 90.2544

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.3826 top1= 88.6364

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.097


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.3777 top1= 90.0568

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.098


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.3472 top1= 88.9205

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.101



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3813 top1= 88.1911


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3344 top1= 89.8638


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3249 top1= 90.1242

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.3690 top1= 89.2045

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.104


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.4053 top1= 89.7727

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.103


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.3304 top1= 89.4886

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.105



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3376 top1= 89.9239


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3086 top1= 90.9455


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3144 top1= 90.8053

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.3648 top1= 90.6250

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E10B10 |   4928/60000 (  8%) ] Loss: 0.3853 top1= 89.4886

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.107


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.2825 top1= 91.7614

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.108



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3510 top1= 89.6034


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.3051 top1= 90.9155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3105 top1= 90.7552

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.3556 top1= 89.4886

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.109


[E11B10 |   4928/60000 (  8%) ] Loss: 0.3693 top1= 90.3409

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.110


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.2820 top1= 90.6250

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.111



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3326 top1= 90.1242


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2963 top1= 91.1458


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3004 top1= 91.1358

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.3506 top1= 90.9091

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.037



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.112


[E12B10 |   4928/60000 (  8%) ] Loss: 0.3788 top1= 90.0568

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.037



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.114


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.2685 top1= 91.4773

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.037



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.115



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3302 top1= 90.4447


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2986 top1= 91.0557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2996 top1= 91.2760

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.3523 top1= 91.1932

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.117


[E13B10 |   4928/60000 (  8%) ] Loss: 0.3715 top1= 89.7727

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.038



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.118


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.2698 top1= 91.4773

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.038



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.120



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3360 top1= 90.2043


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2991 top1= 90.9655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2992 top1= 91.1959

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.3524 top1= 91.4773

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



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.122


[E14B10 |   4928/60000 (  8%) ] Loss: 0.3658 top1= 90.0568

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.039



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.124


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.2676 top1= 91.7614

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.126



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3374 top1= 90.2644


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2975 top1= 91.0557


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2987 top1= 91.3462

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.3505 top1= 91.1932

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.040



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.127


[E15B10 |   4928/60000 (  8%) ] Loss: 0.3628 top1= 90.3409

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.041



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.129


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.2672 top1= 91.7614

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.130



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3374 top1= 90.3746


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2966 top1= 91.1158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2989 top1= 91.2560

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.3494 top1= 91.4773

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.041



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.131


[E16B10 |   4928/60000 (  8%) ] Loss: 0.3633 top1= 90.3409

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.042



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.133


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.2668 top1= 91.7614

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.042



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.134



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3385 top1= 90.3946


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2965 top1= 91.1558


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2993 top1= 91.2159

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.3491 top1= 91.4773

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.043



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.135


[E17B10 |   4928/60000 (  8%) ] Loss: 0.3635 top1= 90.3409

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.043



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.136


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.2655 top1= 91.7614

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.137



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3397 top1= 90.4046


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2963 top1= 91.1859


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2995 top1= 91.2159

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.3489 top1= 91.4773

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.138


[E18B10 |   4928/60000 (  8%) ] Loss: 0.3623 top1= 90.6250

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.044



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.139


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.2650 top1= 91.7614

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.044



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.140



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3410 top1= 90.4247


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2964 top1= 91.2059


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.2997 top1= 91.2460

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.3482 top1= 91.4773

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.044



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.141


[E19B10 |   4928/60000 (  8%) ] Loss: 0.3626 top1= 90.6250

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.142


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.2656 top1= 92.0455

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.045



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.143



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3421 top1= 90.4247


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2959 top1= 91.2360


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3000 top1= 91.2360

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.3484 top1= 91.4773

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.045



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E20B10 |   4928/60000 (  8%) ] Loss: 0.3617 top1= 90.6250

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.045



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.144


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.2655 top1= 92.0455

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3431 top1= 90.4547


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2963 top1= 91.2260


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3002 top1= 91.2760

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.3477 top1= 91.4773

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.145


[E21B10 |   4928/60000 (  8%) ] Loss: 0.3631 top1= 90.6250

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.146


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.2653 top1= 92.0455

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.046



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3442 top1= 90.4547


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2961 top1= 91.2660


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3007 top1= 91.2660

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.3488 top1= 91.1932

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.147


[E22B10 |   4928/60000 (  8%) ] Loss: 0.3620 top1= 90.6250

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.046



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.2657 top1= 91.7614

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.148



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3451 top1= 90.4547


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2962 top1= 91.2861


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3012 top1= 91.1759

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.3479 top1= 91.1932

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E23B10 |   4928/60000 (  8%) ] Loss: 0.3631 top1= 90.6250

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.149


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.2657 top1= 92.0455

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.047



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3459 top1= 90.4547


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2962 top1= 91.3061


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3012 top1= 91.2660

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.3481 top1= 91.4773

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.047



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.150


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3622 top1= 90.9091

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.047



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.2658 top1= 91.7614

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.151



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3470 top1= 90.4447


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2963 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3017 top1= 91.2360

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3473 top1= 91.1932

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E25B10 |   4928/60000 (  8%) ] Loss: 0.3641 top1= 90.6250

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.152


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.2656 top1= 91.4773

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3476 top1= 90.4748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2962 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3019 top1= 91.2260

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3482 top1= 91.1932

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.048



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153


[E26B10 |   4928/60000 (  8%) ] Loss: 0.3624 top1= 90.6250

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.048



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.153


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.2647 top1= 91.7614

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.048



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3484 top1= 90.4748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2960 top1= 91.3261


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3022 top1= 91.2560

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.3469 top1= 91.1932

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154


[E27B10 |   4928/60000 (  8%) ] Loss: 0.3636 top1= 90.6250

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.154


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.2661 top1= 91.4773

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3493 top1= 90.4948


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2964 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3025 top1= 91.3061

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.3483 top1= 91.1932

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155


[E28B10 |   4928/60000 (  8%) ] Loss: 0.3626 top1= 90.6250

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.2644 top1= 91.7614

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.049



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.156



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3500 top1= 90.5148


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2963 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3027 top1= 91.2360

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.3463 top1= 91.4773

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.049



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157


[E29B10 |   4928/60000 (  8%) ] Loss: 0.3635 top1= 90.6250

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.049



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.2653 top1= 91.4773

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.157



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3508 top1= 90.5048


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2965 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3031 top1= 91.2760

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.3483 top1= 90.9091

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.158


[E30B10 |   4928/60000 (  8%) ] Loss: 0.3626 top1= 90.6250

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.158


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.2646 top1= 91.4773

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.158



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3514 top1= 90.5048


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2966 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3035 top1= 91.2760

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.3463 top1= 91.4773

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.159


[E31B10 |   4928/60000 (  8%) ] Loss: 0.3633 top1= 90.9091

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.158


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.2645 top1= 91.4773

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.050



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.159



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3521 top1= 90.5048


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2965 top1= 91.3762


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3036 top1= 91.2760

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.3480 top1= 91.1932

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.050



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.160


[E32B10 |   4928/60000 (  8%) ] Loss: 0.3625 top1= 90.6250

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.160


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.2658 top1= 91.1932

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.161



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3529 top1= 90.4647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2968 top1= 91.3361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3041 top1= 91.2260

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.3468 top1= 91.1932

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.161


[E33B10 |   4928/60000 (  8%) ] Loss: 0.3635 top1= 90.6250

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.051



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.161


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.2641 top1= 91.4773

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.161



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3534 top1= 90.4748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2967 top1= 91.3562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3042 top1= 91.2360

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.3478 top1= 91.4773

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.162


[E34B10 |   4928/60000 (  8%) ] Loss: 0.3614 top1= 90.6250

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.051



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.161


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2654 top1= 91.1932

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.051



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.162



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3541 top1= 90.5048


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2968 top1= 91.3862


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3049 top1= 91.2660

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.3462 top1= 91.1932

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.051



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.163


[E35B10 |   4928/60000 (  8%) ] Loss: 0.3636 top1= 90.9091

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.051



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.163


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2649 top1= 91.1932

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.163



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3546 top1= 90.4848


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2970 top1= 91.3662


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3046 top1= 91.2460

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.3476 top1= 91.1932

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.163


[E36B10 |   4928/60000 (  8%) ] Loss: 0.3626 top1= 90.6250

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.051



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.163


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.2644 top1= 91.4773

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.164



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3553 top1= 90.4748


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2971 top1= 91.3662


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3051 top1= 91.2760

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.3470 top1= 91.1932

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.164


[E37B10 |   4928/60000 (  8%) ] Loss: 0.3628 top1= 90.6250

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.164


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.2647 top1= 91.1932

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.165



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3559 top1= 90.4647


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2971 top1= 91.3562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3055 top1= 91.2460

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.3476 top1= 91.1932

=== Log global consensus distance @ E38B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.165


[E38B10 |   4928/60000 (  8%) ] Loss: 0.3636 top1= 90.6250

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.165


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.2645 top1= 91.4773

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.052



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.166



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3565 top1= 90.5248


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2974 top1= 91.3862


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3058 top1= 91.2660

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.3478 top1= 91.1932

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.052



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.166


[E39B10 |   4928/60000 (  8%) ] Loss: 0.3635 top1= 90.9091

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.165


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.2655 top1= 91.4773

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.166



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3569 top1= 90.5048


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2974 top1= 91.3462


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3058 top1= 91.2560

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.3469 top1= 91.1932

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.053



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.167


[E40B10 |   4928/60000 (  8%) ] Loss: 0.3630 top1= 90.9091

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.052



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.166


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.2644 top1= 91.1932

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.053



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.167



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=0.3575 top1= 90.5449


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=0.2976 top1= 91.3562


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=0.3062 top1= 91.2861

