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

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

Train epoch 1
[E 1B0  |    448/60000 (  1%) ] Loss: 2.3094 top1=  7.9545

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 1, 0, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 1, 1, 1], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 2, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 6 has targets: tensor([4, 4, 4, 4, 4], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 5, 5, 5], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 5, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 10 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 11 has targets: tensor([8, 8, 8, 8, 8], device='cuda:0')
Worker 12 has targets: tensor([9, 9, 8, 9, 9], device='cuda:0')
Worker 13 has targets: tensor([9, 9, 9, 9, 9], 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: 1.9822 top1= 53.6932

=== Log global consensus distance @ E1B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 1B20 |   9408/60000 ( 16%) ] Loss: 1.4316 top1= 63.3523

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.040



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.155



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3027 top1= 16.9071


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8238 top1= 29.9880


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7165 top1= 24.7396

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 0.9489 top1= 73.8636

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.072



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.297


[E 2B10 |   4928/60000 (  8%) ] Loss: 0.6805 top1= 84.0909

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.085



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.357


[E 2B20 |   9408/60000 ( 16%) ] Loss: 0.4886 top1= 88.3523

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.088



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.374



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2149 top1= 38.8021


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2116 top1= 38.8722


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0172 top1= 38.8121

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 0.3594 top1= 92.8977

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.085



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.364


[E 3B10 |   4928/60000 (  8%) ] Loss: 0.2907 top1= 92.8977

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.001
clique2_consensus_distance=0.330


[E 3B20 |   9408/60000 ( 16%) ] Loss: 0.2450 top1= 94.6023

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.067



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.289



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0238 top1= 53.2652


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0185 top1= 42.9187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9497 top1= 42.8486

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 0.2212 top1= 96.0227

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.059



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.253


[E 4B10 |   4928/60000 (  8%) ] Loss: 0.1987 top1= 95.1705

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.050



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.215


[E 4B20 |   9408/60000 ( 16%) ] Loss: 0.1843 top1= 95.4545

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.043



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.185



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9482 top1= 60.2264


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8404 top1= 45.2925


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8485 top1= 44.7316

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 0.1736 top1= 96.5909

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.038



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.165


[E 5B10 |   4928/60000 (  8%) ] Loss: 0.1602 top1= 96.5909

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.143


[E 5B20 |   9408/60000 ( 16%) ] Loss: 0.1566 top1= 96.3068

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.030



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.127



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9389 top1= 64.7236


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7309 top1= 46.4844


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8204 top1= 49.2188

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 0.1482 top1= 96.8750

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.028



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.118


[E 6B10 |   4928/60000 (  8%) ] Loss: 0.1385 top1= 97.1591

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.025



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.105


[E 6B20 |   9408/60000 ( 16%) ] Loss: 0.1386 top1= 96.8750

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.023



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.096



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9601 top1= 67.0072


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6796 top1= 47.5060


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8124 top1= 51.7929

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 0.1306 top1= 97.1591

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.091


[E 7B10 |   4928/60000 (  8%) ] Loss: 0.1232 top1= 96.8750

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.020



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.083


[E 7B20 |   9408/60000 ( 16%) ] Loss: 0.1264 top1= 97.1591

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.018



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.078



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=1.9949 top1= 68.6999


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6625 top1= 48.9583


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8277 top1= 53.2853

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 0.1170 top1= 97.1591

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.018



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.075


[E 8B10 |   4928/60000 (  8%) ] Loss: 0.1119 top1= 97.4432

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.016



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E 8B20 |   9408/60000 ( 16%) ] Loss: 0.1172 top1= 96.8750

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.016



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.066



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0393 top1= 69.7616


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6661 top1= 50.3205


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8502 top1= 54.1967

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 0.1061 top1= 97.4432

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.015



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.064


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.1033 top1= 97.4432

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.014



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.060


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.1084 top1= 97.1591

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.014



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.058



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.0858 top1= 70.4527


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6790 top1= 51.8830


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.8735 top1= 55.1983

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.0964 top1= 97.4432

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.057


[E10B10 |   4928/60000 (  8%) ] Loss: 0.0958 top1= 97.1591

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



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.1013 top1= 97.1591

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1331 top1= 70.9736


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7016 top1= 53.0749


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9046 top1= 56.1098

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.0883 top1= 97.4432

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.012



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.051


[E11B10 |   4928/60000 (  8%) ] Loss: 0.0898 top1= 97.4432

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.0950 top1= 97.4432

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1830 top1= 71.3141


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7321 top1= 54.1066


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9399 top1= 57.0212

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.0813 top1= 97.7273

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.011



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.047


[E12B10 |   4928/60000 (  8%) ] Loss: 0.0841 top1= 98.0114

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.011



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


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.0887 top1= 97.7273

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.011



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2294 top1= 71.6847


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7591 top1= 55.0982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.9744 top1= 57.8425

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.0753 top1= 98.0114

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.044


[E13B10 |   4928/60000 (  8%) ] Loss: 0.0794 top1= 98.0114

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.010



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.0833 top1= 97.7273

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.010



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2762 top1= 72.1154


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7907 top1= 55.9195


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0197 top1= 58.5337

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.0696 top1= 98.0114

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.010



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.041


[E14B10 |   4928/60000 (  8%) ] Loss: 0.0746 top1= 98.2955

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.0780 top1= 97.7273

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3218 top1= 72.3458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8225 top1= 56.5805


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0632 top1= 59.2047

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.0644 top1= 98.0114

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039


[E15B10 |   4928/60000 (  8%) ] Loss: 0.0705 top1= 98.2955

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.009



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.0732 top1= 97.7273

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3672 top1= 72.5461


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8618 top1= 57.0713


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1066 top1= 59.8658

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.0598 top1= 98.0114

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.009



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E16B10 |   4928/60000 (  8%) ] Loss: 0.0665 top1= 98.5795

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.0690 top1= 98.0114

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4138 top1= 72.7163


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.8976 top1= 57.6623


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1510 top1= 60.4167

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.0551 top1= 98.2955

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E17B10 |   4928/60000 (  8%) ] Loss: 0.0628 top1= 98.8636

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.033


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.0647 top1= 98.0114

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4579 top1= 72.8466


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9346 top1= 58.2131


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.1948 top1= 60.8373

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.0514 top1= 98.2955

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034


[E18B10 |   4928/60000 (  8%) ] Loss: 0.0591 top1= 99.1477

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.0608 top1= 98.0114

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.008



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5019 top1= 72.9467


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.9740 top1= 58.6438


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2444 top1= 61.1078

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.0478 top1= 98.8636

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.008



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E19B10 |   4928/60000 (  8%) ] Loss: 0.0561 top1= 99.1477

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.0569 top1= 98.0114

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5460 top1= 73.0068


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0121 top1= 59.0845


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.2827 top1= 61.4884

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.0443 top1= 99.1477

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E20B10 |   4928/60000 (  8%) ] Loss: 0.0530 top1= 99.1477

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.0535 top1= 98.2955

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5894 top1= 73.0569


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0452 top1= 59.5653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3312 top1= 61.8490

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.0417 top1= 99.1477

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.030


[E21B10 |   4928/60000 (  8%) ] Loss: 0.0500 top1= 99.1477

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.007



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.0500 top1= 98.2955

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6340 top1= 73.1671


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.0816 top1= 59.9760


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.3736 top1= 62.2496

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.0389 top1= 99.1477

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029


[E22B10 |   4928/60000 (  8%) ] Loss: 0.0476 top1= 99.1477

=== Log global consensus distance @ E22B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.0472 top1= 98.5795

=== Log global consensus distance @ E22B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6777 top1= 73.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1171 top1= 60.3365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4213 top1= 62.4800

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.0365 top1= 99.1477

=== Log global consensus distance @ E23B0 ===
consensus_distance=0.007



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.028


[E23B10 |   4928/60000 (  8%) ] Loss: 0.0450 top1= 99.1477

=== Log global consensus distance @ E23B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.0442 top1= 98.8636

=== Log global consensus distance @ E23B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7228 top1= 73.3173


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1544 top1= 60.7973


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4693 top1= 62.6603

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.0343 top1= 99.1477

=== Log global consensus distance @ E24B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E24B10 |   4928/60000 (  8%) ] Loss: 0.0426 top1= 99.1477

=== Log global consensus distance @ E24B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.0412 top1= 99.1477

=== Log global consensus distance @ E24B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7666 top1= 73.3874


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.1913 top1= 61.1378


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5135 top1= 62.8405

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.0322 top1= 99.1477

=== Log global consensus distance @ E25B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.026


[E25B10 |   4928/60000 (  8%) ] Loss: 0.0405 top1= 99.4318

=== Log global consensus distance @ E25B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.0388 top1= 99.4318

=== Log global consensus distance @ E25B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8111 top1= 73.4375


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2284 top1= 61.5785


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.5632 top1= 63.0409

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.0300 top1= 99.4318

=== Log global consensus distance @ E26B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E26B10 |   4928/60000 (  8%) ] Loss: 0.0386 top1= 99.4318

=== Log global consensus distance @ E26B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.0366 top1= 99.4318

=== Log global consensus distance @ E26B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8520 top1= 73.4575


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2654 top1= 61.8590


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6007 top1= 63.3313

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.0284 top1= 99.7159

=== Log global consensus distance @ E27B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E27B10 |   4928/60000 (  8%) ] Loss: 0.0369 top1= 99.4318

=== Log global consensus distance @ E27B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.0344 top1= 99.7159

=== Log global consensus distance @ E27B20 ===
consensus_distance=0.006



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8928 top1= 73.5377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.2990 top1= 62.1695


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6454 top1= 63.5417

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.0266 top1= 99.7159

=== Log global consensus distance @ E28B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E28B10 |   4928/60000 (  8%) ] Loss: 0.0351 top1= 99.4318

=== Log global consensus distance @ E28B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.0323 top1= 99.7159

=== Log global consensus distance @ E28B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9341 top1= 73.5777


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3340 top1= 62.4499


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.6882 top1= 63.7320

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.0251 top1= 99.7159

=== Log global consensus distance @ E29B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.023


[E29B10 |   4928/60000 (  8%) ] Loss: 0.0334 top1= 99.4318

=== Log global consensus distance @ E29B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.0305 top1= 99.7159

=== Log global consensus distance @ E29B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9758 top1= 73.6278


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.3677 top1= 62.8506


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7290 top1= 63.9423

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.0236 top1= 99.7159

=== Log global consensus distance @ E30B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022


[E30B10 |   4928/60000 (  8%) ] Loss: 0.0322 top1= 99.4318

=== Log global consensus distance @ E30B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.0287 top1= 99.7159

=== Log global consensus distance @ E30B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0158 top1= 73.6979


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4051 top1= 63.0509


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7691 top1= 64.1526

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.0223 top1= 99.7159

=== Log global consensus distance @ E31B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E31B10 |   4928/60000 (  8%) ] Loss: 0.0305 top1= 99.7159

=== Log global consensus distance @ E31B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.0272 top1= 99.7159

=== Log global consensus distance @ E31B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0559 top1= 73.7780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4371 top1= 63.3614


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8115 top1= 64.2728

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.0209 top1= 99.7159

=== Log global consensus distance @ E32B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.021


[E32B10 |   4928/60000 (  8%) ] Loss: 0.0296 top1= 99.7159

=== Log global consensus distance @ E32B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.0256 top1= 99.7159

=== Log global consensus distance @ E32B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.0952 top1= 73.7780


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.4735 top1= 63.5116


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8470 top1= 64.5533

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.0199 top1= 99.7159

=== Log global consensus distance @ E33B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E33B10 |   4928/60000 (  8%) ] Loss: 0.0279 top1= 99.7159

=== Log global consensus distance @ E33B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.0242 top1=100.0000

=== Log global consensus distance @ E33B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1346 top1= 73.7981


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5072 top1= 63.7420


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.8887 top1= 64.6234

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.0187 top1= 99.7159

=== Log global consensus distance @ E34B0 ===
consensus_distance=0.005



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E34B10 |   4928/60000 (  8%) ] Loss: 0.0270 top1= 99.7159

=== Log global consensus distance @ E34B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.0229 top1=100.0000

=== Log global consensus distance @ E34B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.1717 top1= 73.8181


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5409 top1= 63.9423


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9216 top1= 64.8337

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.0178 top1= 99.7159

=== Log global consensus distance @ E35B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E35B10 |   4928/60000 (  8%) ] Loss: 0.0257 top1= 99.7159

=== Log global consensus distance @ E35B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.0217 top1=100.0000

=== Log global consensus distance @ E35B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2110 top1= 73.8882


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.5759 top1= 64.1827


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9613 top1= 64.9940

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.0169 top1=100.0000

=== Log global consensus distance @ E36B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.019


[E36B10 |   4928/60000 (  8%) ] Loss: 0.0248 top1= 99.7159

=== Log global consensus distance @ E36B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.0207 top1=100.0000

=== Log global consensus distance @ E36B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2486 top1= 73.9283


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6085 top1= 64.3930


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.9927 top1= 65.1943

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.0161 top1=100.0000

=== Log global consensus distance @ E37B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E37B10 |   4928/60000 (  8%) ] Loss: 0.0237 top1= 99.7159

=== Log global consensus distance @ E37B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.0194 top1=100.0000

=== Log global consensus distance @ E37B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.2857 top1= 73.9483


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6407 top1= 64.6534


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0304 top1= 65.3446

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.0153 top1=100.0000

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



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.018


[E38B10 |   4928/60000 (  8%) ] Loss: 0.0227 top1= 99.7159

=== Log global consensus distance @ E38B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.0186 top1=100.0000

=== Log global consensus distance @ E38B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3212 top1= 74.0284


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.6724 top1= 64.8538


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0610 top1= 65.4547

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.0146 top1=100.0000

=== Log global consensus distance @ E39B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E39B10 |   4928/60000 (  8%) ] Loss: 0.0219 top1= 99.7159

=== Log global consensus distance @ E39B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.0176 top1=100.0000

=== Log global consensus distance @ E39B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3571 top1= 74.0885


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7001 top1= 65.1542


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.0959 top1= 65.6050

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.0140 top1=100.0000

=== Log global consensus distance @ E40B0 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.017


[E40B10 |   4928/60000 (  8%) ] Loss: 0.0210 top1= 99.7159

=== Log global consensus distance @ E40B10 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.0167 top1=100.0000

=== Log global consensus distance @ E40B20 ===
consensus_distance=0.004



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.016



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=3.3924 top1= 74.1186


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=3.7335 top1= 65.3245


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1300 top1= 65.7252

