
=== Start adding workers ===
=> Add worker SGDMWorker(index=0, momentum=0.0)
=> Add worker SGDMWorker(index=1, momentum=0.0)
=> Add worker SGDMWorker(index=2, momentum=0.0)
=> Add worker SGDMWorker(index=3, momentum=0.0)
=> Add worker SGDMWorker(index=4, momentum=0.0)
=> Add worker SGDMWorker(index=5, momentum=0.0)
=> Add worker SGDMWorker(index=6, momentum=0.0)
=> Add worker SGDMWorker(index=7, momentum=0.0)
=> Add worker SGDMWorker(index=8, momentum=0.0)
=> Add worker SGDMWorker(index=9, momentum=0.0)
=> Add worker SGDMWorker(index=10, momentum=0.0)
=> Add worker ByzantineWorker(index=11)
=> 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: 2.2286 top1= 24.1477

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



=== Log clique consensus distance @ E1B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.002


[E 1B20 |   9408/60000 ( 16%) ] Loss: 2.1855 top1= 31.5341

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



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2806 top1= 21.6446


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2785 top1= 23.2672


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2877 top1= 16.5064

Train epoch 2
[E 2B0  |    448/60000 (  1%) ] Loss: 2.1222 top1= 43.7500

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



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.008


[E 2B10 |   4928/60000 (  8%) ] Loss: 2.0721 top1= 49.1477

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.011


[E 2B20 |   9408/60000 ( 16%) ] Loss: 2.0309 top1= 52.5568

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.003



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2563 top1= 25.5308


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2604 top1= 31.4103


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2737 top1= 22.4359

Train epoch 3
[E 3B0  |    448/60000 (  1%) ] Loss: 1.9623 top1= 57.3864

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.004



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


[E 3B10 |   4928/60000 (  8%) ] Loss: 1.9122 top1= 57.3864

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.020


[E 3B20 |   9408/60000 ( 16%) ] Loss: 1.8737 top1= 60.2273

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.005



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.022



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2296 top1= 26.0517


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2489 top1= 31.9611


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2585 top1= 32.3317

Train epoch 4
[E 4B0  |    448/60000 (  1%) ] Loss: 1.8062 top1= 62.2159

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.025


[E 4B10 |   4928/60000 (  8%) ] Loss: 1.7593 top1= 64.7727

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.027


[E 4B20 |   9408/60000 ( 16%) ] Loss: 1.7217 top1= 62.7841

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.007



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.029



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2000 top1= 26.5825


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2375 top1= 35.9475


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2428 top1= 39.1426

Train epoch 5
[E 5B0  |    448/60000 (  1%) ] Loss: 1.6545 top1= 67.0455

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



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.031


[E 5B10 |   4928/60000 (  8%) ] Loss: 1.6087 top1= 67.3295

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.008



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.032


[E 5B20 |   9408/60000 ( 16%) ] Loss: 1.5714 top1= 67.6136

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



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.034



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1663 top1= 28.6458


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2234 top1= 39.3530


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2284 top1= 41.4062

Train epoch 6
[E 6B0  |    448/60000 (  1%) ] Loss: 1.5024 top1= 72.7273

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



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.035


[E 6B10 |   4928/60000 (  8%) ] Loss: 1.4529 top1= 72.7273

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



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037


[E 6B20 |   9408/60000 ( 16%) ] Loss: 1.4091 top1= 70.7386

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



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.039



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1337 top1= 28.6959


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2077 top1= 41.0857


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2236 top1= 41.6767

Train epoch 7
[E 7B0  |    448/60000 (  1%) ] Loss: 1.3352 top1= 75.5682

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



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.042


[E 7B10 |   4928/60000 (  8%) ] Loss: 1.2831 top1= 76.7045

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.011



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.045


[E 7B20 |   9408/60000 ( 16%) ] Loss: 1.2349 top1= 75.0000

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.012



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.048



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1196 top1= 28.6659


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1873 top1= 42.2075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2561 top1= 41.1659

Train epoch 8
[E 8B0  |    448/60000 (  1%) ] Loss: 1.1628 top1= 78.6932

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.053


[E 8B10 |   4928/60000 (  8%) ] Loss: 1.1132 top1= 82.1023

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.015



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.059


[E 8B20 |   9408/60000 ( 16%) ] Loss: 1.0655 top1= 77.5568

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.017



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



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2015 top1= 25.8113


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1589 top1= 43.2492


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3901 top1= 39.9940

Train epoch 9
[E 9B0  |    448/60000 (  1%) ] Loss: 1.0019 top1= 81.2500

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.021



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.077


[E 9B10 |   4928/60000 (  8%) ] Loss: 0.9556 top1= 83.2386

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.027



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.092


[E 9B20 |   9408/60000 ( 16%) ] Loss: 0.9024 top1= 80.3977

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.041



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9451 top1= 19.0004


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.1264 top1= 44.0605


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.7224 top1= 38.5517

Train epoch 10
[E10B0  |    448/60000 (  1%) ] Loss: 0.8479 top1= 83.2386

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.059



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.135


[E10B10 |   4928/60000 (  8%) ] Loss: 0.8158 top1= 84.3750

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.082



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.158


[E10B20 |   9408/60000 ( 16%) ] Loss: 0.7887 top1= 81.5341

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.108



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.183



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=4.2323 top1= 15.3646


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0931 top1= 44.9820


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.0730 top1= 38.7019

Train epoch 11
[E11B0  |    448/60000 (  1%) ] Loss: 0.7526 top1= 84.3750

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.140



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.211


[E11B10 |   4928/60000 (  8%) ] Loss: 0.7289 top1= 86.0795

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.175



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.239


[E11B20 |   9408/60000 ( 16%) ] Loss: 0.7103 top1= 82.6705

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.215



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.269



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=5.8395 top1= 10.6070


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0575 top1= 45.7933


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.4164 top1= 39.6234

Train epoch 12
[E12B0  |    448/60000 (  1%) ] Loss: 0.6834 top1= 86.0795

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.259



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.302


[E12B10 |   4928/60000 (  8%) ] Loss: 0.6624 top1= 87.2159

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.307



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.335


[E12B20 |   9408/60000 ( 16%) ] Loss: 0.6479 top1= 84.9432

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.360



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.370



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=7.7167 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0217 top1= 46.2941


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=3.7660 top1= 40.1542

Train epoch 13
[E13B0  |    448/60000 (  1%) ] Loss: 0.6287 top1= 87.5000

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.417



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.408


[E13B10 |   4928/60000 (  8%) ] Loss: 0.6089 top1= 87.5000

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.478



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.446


[E13B20 |   9408/60000 ( 16%) ] Loss: 0.5964 top1= 85.7955

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.544



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.486



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=9.7747 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9883 top1= 46.6546


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.1252 top1= 40.5248

Train epoch 14
[E14B0  |    448/60000 (  1%) ] Loss: 0.5835 top1= 87.7841

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.614



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.528


[E14B10 |   4928/60000 (  8%) ] Loss: 0.5646 top1= 88.0682

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.688



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.571


[E14B20 |   9408/60000 ( 16%) ] Loss: 0.5540 top1= 86.6477

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.766



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.615



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=11.9566 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9592 top1= 47.0653


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.4940 top1= 40.8353

Train epoch 15
[E15B0  |    448/60000 (  1%) ] Loss: 0.5455 top1= 88.0682

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.849



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.663


[E15B10 |   4928/60000 (  8%) ] Loss: 0.5279 top1= 88.6364

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.935



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.710


[E15B20 |   9408/60000 ( 16%) ] Loss: 0.5186 top1= 87.7841

=== Log global consensus distance @ E15B20 ===
consensus_distance=1.026



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.759



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=14.2278 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9315 top1= 47.8365


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=4.8712 top1= 41.0457

Train epoch 16
[E16B0  |    448/60000 (  1%) ] Loss: 0.5133 top1= 88.6364

=== Log global consensus distance @ E16B0 ===
consensus_distance=1.121



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.811


[E16B10 |   4928/60000 (  8%) ] Loss: 0.4968 top1= 89.2045

=== Log global consensus distance @ E16B10 ===
consensus_distance=1.220



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.863


[E16B20 |   9408/60000 ( 16%) ] Loss: 0.4887 top1= 89.2045

=== Log global consensus distance @ E16B20 ===
consensus_distance=1.323



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.917



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=16.5625 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9059 top1= 48.9183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.2562 top1= 41.2460

Train epoch 17
[E17B0  |    448/60000 (  1%) ] Loss: 0.4862 top1= 89.4886

=== Log global consensus distance @ E17B0 ===
consensus_distance=1.431



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.973


[E17B10 |   4928/60000 (  8%) ] Loss: 0.4704 top1= 89.7727

=== Log global consensus distance @ E17B10 ===
consensus_distance=1.542



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.029


[E17B20 |   9408/60000 ( 16%) ] Loss: 0.4632 top1= 90.0568

=== Log global consensus distance @ E17B20 ===
consensus_distance=1.658



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.088



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=18.9381 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8832 top1= 49.9599


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=5.6476 top1= 41.4463

Train epoch 18
[E18B0  |    448/60000 (  1%) ] Loss: 0.4629 top1= 90.3409

=== Log global consensus distance @ E18B0 ===
consensus_distance=1.778



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.149


[E18B10 |   4928/60000 (  8%) ] Loss: 0.4478 top1= 90.3409

=== Log global consensus distance @ E18B10 ===
consensus_distance=1.902



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.209


[E18B20 |   9408/60000 ( 16%) ] Loss: 0.4412 top1= 90.6250

=== Log global consensus distance @ E18B20 ===
consensus_distance=2.029



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.271



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=21.3328 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8640 top1= 51.2019


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.0437 top1= 41.5865

Train epoch 19
[E19B0  |    448/60000 (  1%) ] Loss: 0.4425 top1= 90.6250

=== Log global consensus distance @ E19B0 ===
consensus_distance=2.162



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.336


[E19B10 |   4928/60000 (  8%) ] Loss: 0.4283 top1= 90.6250

=== Log global consensus distance @ E19B10 ===
consensus_distance=2.297



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.400


[E19B20 |   9408/60000 ( 16%) ] Loss: 0.4219 top1= 90.3409

=== Log global consensus distance @ E19B20 ===
consensus_distance=2.437



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.467



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=23.7276 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8481 top1= 52.4139


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.4439 top1= 41.8069

Train epoch 20
[E20B0  |    448/60000 (  1%) ] Loss: 0.4242 top1= 91.1932

=== Log global consensus distance @ E20B0 ===
consensus_distance=2.582



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.536


[E20B10 |   4928/60000 (  8%) ] Loss: 0.4106 top1= 90.9091

=== Log global consensus distance @ E20B10 ===
consensus_distance=2.729



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.604


[E20B20 |   9408/60000 ( 16%) ] Loss: 0.4049 top1= 91.1932

=== Log global consensus distance @ E20B20 ===
consensus_distance=2.881



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.675



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=26.1063 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8342 top1= 53.4655


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=6.8478 top1= 41.9772

Train epoch 21
[E21B0  |    448/60000 (  1%) ] Loss: 0.4079 top1= 91.1932

=== Log global consensus distance @ E21B0 ===
consensus_distance=3.038



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.748


[E21B10 |   4928/60000 (  8%) ] Loss: 0.3946 top1= 91.4773

=== Log global consensus distance @ E21B10 ===
consensus_distance=3.197



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.819


[E21B20 |   9408/60000 ( 16%) ] Loss: 0.3897 top1= 91.4773

=== Log global consensus distance @ E21B20 ===
consensus_distance=3.360



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.894



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=28.4531 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8222 top1= 54.4471


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.2546 top1= 42.1274

Train epoch 22
[E22B0  |    448/60000 (  1%) ] Loss: 0.3931 top1= 91.4773

=== Log global consensus distance @ E22B0 ===
consensus_distance=3.529



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.970


[E22B10 |   4928/60000 (  8%) ] Loss: 0.3805 top1= 91.7614

=== Log global consensus distance @ E22B10 ===
consensus_distance=3.699



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.045


[E22B20 |   9408/60000 ( 16%) ] Loss: 0.3764 top1= 91.7614

=== Log global consensus distance @ E22B20 ===
consensus_distance=3.875



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.123



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=30.7528 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8124 top1= 55.3285


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=7.6628 top1= 42.2576

Train epoch 23
[E23B0  |    448/60000 (  1%) ] Loss: 0.3802 top1= 91.4773

=== Log global consensus distance @ E23B0 ===
consensus_distance=4.055



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.202


[E23B10 |   4928/60000 (  8%) ] Loss: 0.3678 top1= 91.7614

=== Log global consensus distance @ E23B10 ===
consensus_distance=4.237



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.280


[E23B20 |   9408/60000 ( 16%) ] Loss: 0.3644 top1= 92.0455

=== Log global consensus distance @ E23B20 ===
consensus_distance=4.424



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.361



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=32.9914 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8057 top1= 56.0597


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.0722 top1= 42.4279

Train epoch 24
[E24B0  |    448/60000 (  1%) ] Loss: 0.3686 top1= 91.7614

=== Log global consensus distance @ E24B0 ===
consensus_distance=4.615



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.444


[E24B10 |   4928/60000 (  8%) ] Loss: 0.3565 top1= 92.0455

=== Log global consensus distance @ E24B10 ===
consensus_distance=4.809



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.525


[E24B20 |   9408/60000 ( 16%) ] Loss: 0.3537 top1= 91.7614

=== Log global consensus distance @ E24B20 ===
consensus_distance=5.007



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.608



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=35.1575 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8024 top1= 56.6607


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.4812 top1= 42.5481

Train epoch 25
[E25B0  |    448/60000 (  1%) ] Loss: 0.3582 top1= 91.7614

=== Log global consensus distance @ E25B0 ===
consensus_distance=5.210



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.694


[E25B10 |   4928/60000 (  8%) ] Loss: 0.3461 top1= 92.3295

=== Log global consensus distance @ E25B10 ===
consensus_distance=5.414



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.777


[E25B20 |   9408/60000 ( 16%) ] Loss: 0.3440 top1= 92.3295

=== Log global consensus distance @ E25B20 ===
consensus_distance=5.624



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.863



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=37.2387 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8024 top1= 56.8810


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=8.8890 top1= 42.6482

Train epoch 26
[E26B0  |    448/60000 (  1%) ] Loss: 0.3486 top1= 91.7614

=== Log global consensus distance @ E26B0 ===
consensus_distance=5.838



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.951


[E26B10 |   4928/60000 (  8%) ] Loss: 0.3367 top1= 92.3295

=== Log global consensus distance @ E26B10 ===
consensus_distance=6.053



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.036


[E26B20 |   9408/60000 ( 16%) ] Loss: 0.3355 top1= 92.6136

=== Log global consensus distance @ E26B20 ===
consensus_distance=6.274



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.125



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=39.2238 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8058 top1= 57.1214


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.2936 top1= 42.7885

Train epoch 27
[E27B0  |    448/60000 (  1%) ] Loss: 0.3399 top1= 92.0455

=== Log global consensus distance @ E27B0 ===
consensus_distance=6.498



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.215


[E27B10 |   4928/60000 (  8%) ] Loss: 0.3283 top1= 92.6136

=== Log global consensus distance @ E27B10 ===
consensus_distance=6.725



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.302


[E27B20 |   9408/60000 ( 16%) ] Loss: 0.3282 top1= 92.6136

=== Log global consensus distance @ E27B20 ===
consensus_distance=6.956



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.391



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=41.1008 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8112 top1= 57.3918


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=9.6937 top1= 42.8586

Train epoch 28
[E28B0  |    448/60000 (  1%) ] Loss: 0.3319 top1= 92.3295

=== Log global consensus distance @ E28B0 ===
consensus_distance=7.191



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.483


[E28B10 |   4928/60000 (  8%) ] Loss: 0.3205 top1= 92.8977

=== Log global consensus distance @ E28B10 ===
consensus_distance=7.428



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.571


[E28B20 |   9408/60000 ( 16%) ] Loss: 0.3216 top1= 92.6136

=== Log global consensus distance @ E28B20 ===
consensus_distance=7.669



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.662



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=42.8591 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8198 top1= 57.3818


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.0883 top1= 42.9988

Train epoch 29
[E29B0  |    448/60000 (  1%) ] Loss: 0.3245 top1= 92.6136

=== Log global consensus distance @ E29B0 ===
consensus_distance=7.915



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.754


[E29B10 |   4928/60000 (  8%) ] Loss: 0.3133 top1= 92.8977

=== Log global consensus distance @ E29B10 ===
consensus_distance=8.162



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.843


[E29B20 |   9408/60000 ( 16%) ] Loss: 0.3157 top1= 92.3295

=== Log global consensus distance @ E29B20 ===
consensus_distance=8.413



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.934



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=44.4908 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8310 top1= 57.2115


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.4767 top1= 43.0489

Train epoch 30
[E30B0  |    448/60000 (  1%) ] Loss: 0.3176 top1= 92.6136

=== Log global consensus distance @ E30B0 ===
consensus_distance=8.669



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.027


[E30B10 |   4928/60000 (  8%) ] Loss: 0.3065 top1= 93.1818

=== Log global consensus distance @ E30B10 ===
consensus_distance=8.926



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.116


[E30B20 |   9408/60000 ( 16%) ] Loss: 0.3099 top1= 92.3295

=== Log global consensus distance @ E30B20 ===
consensus_distance=9.187



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.206



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=45.9881 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8449 top1= 56.9912


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=10.8573 top1= 43.1891

Train epoch 31
[E31B0  |    448/60000 (  1%) ] Loss: 0.3112 top1= 93.1818

=== Log global consensus distance @ E31B0 ===
consensus_distance=9.452



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.299


[E31B10 |   4928/60000 (  8%) ] Loss: 0.3000 top1= 92.8977

=== Log global consensus distance @ E31B10 ===
consensus_distance=9.718



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.386


[E31B20 |   9408/60000 ( 16%) ] Loss: 0.3043 top1= 92.0455

=== Log global consensus distance @ E31B20 ===
consensus_distance=9.988



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.476



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=47.3518 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8612 top1= 56.8610


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.2291 top1= 43.2893

Train epoch 32
[E32B0  |    448/60000 (  1%) ] Loss: 0.3048 top1= 93.4659

=== Log global consensus distance @ E32B0 ===
consensus_distance=10.263



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.566


[E32B10 |   4928/60000 (  8%) ] Loss: 0.2937 top1= 92.6136

=== Log global consensus distance @ E32B10 ===
consensus_distance=10.538



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.653


[E32B20 |   9408/60000 ( 16%) ] Loss: 0.2988 top1= 92.0455

=== Log global consensus distance @ E32B20 ===
consensus_distance=10.818



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.741



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=48.5745 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8800 top1= 56.6106


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.5906 top1= 43.3894

Train epoch 33
[E33B0  |    448/60000 (  1%) ] Loss: 0.2988 top1= 93.4659

=== Log global consensus distance @ E33B0 ===
consensus_distance=11.101



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.831


[E33B10 |   4928/60000 (  8%) ] Loss: 0.2881 top1= 92.6136

=== Log global consensus distance @ E33B10 ===
consensus_distance=11.386



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.917


[E33B20 |   9408/60000 ( 16%) ] Loss: 0.2935 top1= 92.3295

=== Log global consensus distance @ E33B20 ===
consensus_distance=11.675



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.005



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=49.6508 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.8996 top1= 56.3602


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=11.9413 top1= 43.4595

Train epoch 34
[E34B0  |    448/60000 (  1%) ] Loss: 0.2933 top1= 93.1818

=== Log global consensus distance @ E34B0 ===
consensus_distance=11.968



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.095


[E34B10 |   4928/60000 (  8%) ] Loss: 0.2829 top1= 92.6136

=== Log global consensus distance @ E34B10 ===
consensus_distance=12.262



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.180


[E34B20 |   9408/60000 ( 16%) ] Loss: 0.2883 top1= 92.3295

=== Log global consensus distance @ E34B20 ===
consensus_distance=12.560



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.267



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=50.5825 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9224 top1= 56.0998


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.2806 top1= 43.5096

Train epoch 35
[E35B0  |    448/60000 (  1%) ] Loss: 0.2878 top1= 94.0341

=== Log global consensus distance @ E35B0 ===
consensus_distance=12.863



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.356


[E35B10 |   4928/60000 (  8%) ] Loss: 0.2779 top1= 92.3295

=== Log global consensus distance @ E35B10 ===
consensus_distance=13.166



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.440


[E35B20 |   9408/60000 ( 16%) ] Loss: 0.2832 top1= 92.3295

=== Log global consensus distance @ E35B20 ===
consensus_distance=13.473



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.526



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=51.3721 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9510 top1= 55.8494


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.6071 top1= 43.5697

Train epoch 36
[E36B0  |    448/60000 (  1%) ] Loss: 0.2825 top1= 93.7500

=== Log global consensus distance @ E36B0 ===
consensus_distance=13.785



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.614


[E36B10 |   4928/60000 (  8%) ] Loss: 0.2735 top1= 92.3295

=== Log global consensus distance @ E36B10 ===
consensus_distance=14.097



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.696


[E36B20 |   9408/60000 ( 16%) ] Loss: 0.2782 top1= 92.3295

=== Log global consensus distance @ E36B20 ===
consensus_distance=14.413



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.781



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=52.0266 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=1.9805 top1= 55.6390


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=12.9205 top1= 43.6198

Train epoch 37
[E37B0  |    448/60000 (  1%) ] Loss: 0.2773 top1= 93.7500

=== Log global consensus distance @ E37B0 ===
consensus_distance=14.734



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.868


[E37B10 |   4928/60000 (  8%) ] Loss: 0.2687 top1= 92.3295

=== Log global consensus distance @ E37B10 ===
consensus_distance=15.055



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.949


[E37B20 |   9408/60000 ( 16%) ] Loss: 0.2735 top1= 93.1818

=== Log global consensus distance @ E37B20 ===
consensus_distance=15.380



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.033



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=52.5497 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0088 top1= 55.5489


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.2197 top1= 43.6498

Train epoch 38
[E38B0  |    448/60000 (  1%) ] Loss: 0.2723 top1= 93.7500

=== Log global consensus distance @ E38B0 ===
consensus_distance=15.709



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.118


[E38B10 |   4928/60000 (  8%) ] Loss: 0.2638 top1= 92.8977

=== Log global consensus distance @ E38B10 ===
consensus_distance=16.039



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.198


[E38B20 |   9408/60000 ( 16%) ] Loss: 0.2689 top1= 93.1818

=== Log global consensus distance @ E38B20 ===
consensus_distance=16.373



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.280



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=52.9451 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0349 top1= 55.3385


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.5041 top1= 43.6799

Train epoch 39
[E39B0  |    448/60000 (  1%) ] Loss: 0.2675 top1= 94.0341

=== Log global consensus distance @ E39B0 ===
consensus_distance=16.712



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.365


[E39B10 |   4928/60000 (  8%) ] Loss: 0.2588 top1= 93.1818

=== Log global consensus distance @ E39B10 ===
consensus_distance=17.050



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.443


[E39B20 |   9408/60000 ( 16%) ] Loss: 0.2641 top1= 93.1818

=== Log global consensus distance @ E39B20 ===
consensus_distance=17.393



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.524



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=53.2253 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0593 top1= 55.0982


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=13.7723 top1= 43.7600

Train epoch 40
[E40B0  |    448/60000 (  1%) ] Loss: 0.2629 top1= 94.3182

=== Log global consensus distance @ E40B0 ===
consensus_distance=17.740



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.607


[E40B10 |   4928/60000 (  8%) ] Loss: 0.2539 top1= 93.1818

=== Log global consensus distance @ E40B10 ===
consensus_distance=18.087



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.683


[E40B20 |   9408/60000 ( 16%) ] Loss: 0.2595 top1= 93.4659

=== Log global consensus distance @ E40B20 ===
consensus_distance=18.438



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.762



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=53.4036 top1= 10.2865


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.0819 top1= 54.8377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=14.0235 top1= 43.8201

