
=== 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 BitFlippingWorker
=> Add worker BitFlippingWorker

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

Train epoch 1
[E 1B0  |    416/60000 (  1%) ] Loss: 2.3120 top1=  8.2386

=== Peeking data label distribution E1B0 ===
Worker 0 has targets: tensor([0, 0, 0, 0, 0], device='cuda:0')
Worker 1 has targets: tensor([1, 0, 1, 1, 1], device='cuda:0')
Worker 2 has targets: tensor([1, 1, 2, 2, 2], device='cuda:0')
Worker 3 has targets: tensor([2, 2, 2, 2, 2], device='cuda:0')
Worker 4 has targets: tensor([3, 3, 3, 3, 3], device='cuda:0')
Worker 5 has targets: tensor([4, 3, 4, 4, 4], device='cuda:0')
Worker 6 has targets: tensor([5, 4, 5, 5, 5], device='cuda:0')
Worker 7 has targets: tensor([5, 5, 6, 5, 6], device='cuda:0')
Worker 8 has targets: tensor([6, 6, 6, 6, 6], device='cuda:0')
Worker 9 has targets: tensor([7, 7, 7, 7, 7], device='cuda:0')
Worker 10 has targets: tensor([8, 7, 8, 8, 8], device='cuda:0')
Worker 11 has targets: tensor([9, 8, 9, 9, 9], device='cuda:0')
Worker 12 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 |   4576/60000 (  8%) ] Loss: 2.2620 top1= 17.8977

=== 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 |   8736/60000 ( 15%) ] Loss: 2.2156 top1= 26.4205

=== Log global consensus distance @ E1B20 ===
consensus_distance=0.002



=== Log clique consensus distance @ E1B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.007



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2938 top1= 13.6318


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.2920 top1= 25.7812


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3015 top1=  9.6254

Train epoch 2
[E 2B0  |    416/60000 (  1%) ] Loss: 2.1597 top1= 34.0909

=== Log global consensus distance @ E2B0 ===
consensus_distance=0.003



=== Log clique consensus distance @ E2B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.014


[E 2B10 |   4576/60000 (  8%) ] Loss: 2.1137 top1= 33.5227

=== Log global consensus distance @ E2B10 ===
consensus_distance=0.006



=== Log clique consensus distance @ E2B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.024


[E 2B20 |   8736/60000 ( 15%) ] Loss: 2.0628 top1= 33.5227

=== Log global consensus distance @ E2B20 ===
consensus_distance=0.009



=== Log clique consensus distance @ E2B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.037



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2885 top1= 14.1126


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3085 top1= 24.1987


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3166 top1= 10.8173

Train epoch 3
[E 3B0  |    416/60000 (  1%) ] Loss: 1.9997 top1= 39.2045

=== Log global consensus distance @ E3B0 ===
consensus_distance=0.013



=== Log clique consensus distance @ E3B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.052


[E 3B10 |   4576/60000 (  8%) ] Loss: 1.9554 top1= 38.9205

=== Log global consensus distance @ E3B10 ===
consensus_distance=0.017



=== Log clique consensus distance @ E3B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.069


[E 3B20 |   8736/60000 ( 15%) ] Loss: 1.9108 top1= 39.4886

=== Log global consensus distance @ E3B20 ===
consensus_distance=0.022



=== Log clique consensus distance @ E3B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2849 top1= 15.8554


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3619 top1= 23.1771


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3512 top1= 14.5533

Train epoch 4
[E 4B0  |    416/60000 (  1%) ] Loss: 1.8501 top1= 42.6136

=== Log global consensus distance @ E4B0 ===
consensus_distance=0.027



=== Log clique consensus distance @ E4B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.111


[E 4B10 |   4576/60000 (  8%) ] Loss: 1.8167 top1= 43.1818

=== Log global consensus distance @ E4B10 ===
consensus_distance=0.033



=== Log clique consensus distance @ E4B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.134


[E 4B20 |   8736/60000 ( 15%) ] Loss: 1.7864 top1= 43.7500

=== Log global consensus distance @ E4B20 ===
consensus_distance=0.039



=== Log clique consensus distance @ E4B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.159



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2842 top1= 19.8918


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4322 top1= 24.4692


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4040 top1= 17.6082

Train epoch 5
[E 5B0  |    416/60000 (  1%) ] Loss: 1.7356 top1= 44.0341

=== Log global consensus distance @ E5B0 ===
consensus_distance=0.046



=== Log clique consensus distance @ E5B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.186


[E 5B10 |   4576/60000 (  8%) ] Loss: 1.7111 top1= 45.1705

=== Log global consensus distance @ E5B10 ===
consensus_distance=0.053



=== Log clique consensus distance @ E5B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.214


[E 5B20 |   8736/60000 ( 15%) ] Loss: 1.6956 top1= 46.0227

=== Log global consensus distance @ E5B20 ===
consensus_distance=0.060



=== Log clique consensus distance @ E5B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.243



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2834 top1= 22.9467


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4910 top1= 25.0300


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4559 top1= 17.7985

Train epoch 6
[E 6B0  |    416/60000 (  1%) ] Loss: 1.6552 top1= 47.1591

=== Log global consensus distance @ E6B0 ===
consensus_distance=0.068



=== Log clique consensus distance @ E6B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.275


[E 6B10 |   4576/60000 (  8%) ] Loss: 1.6354 top1= 45.4545

=== Log global consensus distance @ E6B10 ===
consensus_distance=0.077



=== Log clique consensus distance @ E6B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.307


[E 6B20 |   8736/60000 ( 15%) ] Loss: 1.6332 top1= 46.8750

=== Log global consensus distance @ E6B20 ===
consensus_distance=0.086



=== Log clique consensus distance @ E6B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.342



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2787 top1= 25.6110


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5185 top1= 25.6010


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4909 top1= 18.7901

Train epoch 7
[E 7B0  |    416/60000 (  1%) ] Loss: 1.6002 top1= 47.1591

=== Log global consensus distance @ E7B0 ===
consensus_distance=0.095



=== Log clique consensus distance @ E7B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.378


[E 7B10 |   4576/60000 (  8%) ] Loss: 1.5806 top1= 47.1591

=== Log global consensus distance @ E7B10 ===
consensus_distance=0.104



=== Log clique consensus distance @ E7B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.416


[E 7B20 |   8736/60000 ( 15%) ] Loss: 1.5876 top1= 47.7273

=== Log global consensus distance @ E7B20 ===
consensus_distance=0.114



=== Log clique consensus distance @ E7B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.456



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2688 top1= 27.7043


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5142 top1= 26.0617


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5056 top1= 22.5861

Train epoch 8
[E 8B0  |    416/60000 (  1%) ] Loss: 1.5578 top1= 50.2841

=== Log global consensus distance @ E8B0 ===
consensus_distance=0.125



=== Log clique consensus distance @ E8B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.498


[E 8B10 |   4576/60000 (  8%) ] Loss: 1.5381 top1= 49.1477

=== Log global consensus distance @ E8B10 ===
consensus_distance=0.135



=== Log clique consensus distance @ E8B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.541


[E 8B20 |   8736/60000 ( 15%) ] Loss: 1.5504 top1= 49.4318

=== Log global consensus distance @ E8B20 ===
consensus_distance=0.147



=== Log clique consensus distance @ E8B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.586



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2548 top1= 29.3870


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4886 top1= 26.3822


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.5000 top1= 24.7596

Train epoch 9
[E 9B0  |    416/60000 (  1%) ] Loss: 1.5219 top1= 51.1364

=== Log global consensus distance @ E9B0 ===
consensus_distance=0.159



=== Log clique consensus distance @ E9B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.634


[E 9B10 |   4576/60000 (  8%) ] Loss: 1.5037 top1= 51.1364

=== Log global consensus distance @ E9B10 ===
consensus_distance=0.171



=== Log clique consensus distance @ E9B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.683


[E 9B20 |   8736/60000 ( 15%) ] Loss: 1.5193 top1= 51.1364

=== Log global consensus distance @ E9B20 ===
consensus_distance=0.184



=== Log clique consensus distance @ E9B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.735



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2383 top1= 31.2400


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4536 top1= 26.9030


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4776 top1= 25.5108

Train epoch 10
[E10B0  |    416/60000 (  1%) ] Loss: 1.4931 top1= 53.4091

=== Log global consensus distance @ E10B0 ===
consensus_distance=0.197



=== Log clique consensus distance @ E10B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.788


[E10B10 |   4576/60000 (  8%) ] Loss: 1.4760 top1= 52.8409

=== Log global consensus distance @ E10B10 ===
consensus_distance=0.211



=== Log clique consensus distance @ E10B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.843


[E10B20 |   8736/60000 ( 15%) ] Loss: 1.4951 top1= 53.9773

=== Log global consensus distance @ E10B20 ===
consensus_distance=0.225



=== Log clique consensus distance @ E10B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.901



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2202 top1= 33.7440


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4181 top1= 27.3037


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4440 top1= 25.9115

Train epoch 11
[E11B0  |    416/60000 (  1%) ] Loss: 1.4687 top1= 54.8295

=== Log global consensus distance @ E11B0 ===
consensus_distance=0.240



=== Log clique consensus distance @ E11B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=0.960


[E11B10 |   4576/60000 (  8%) ] Loss: 1.4523 top1= 52.8409

=== Log global consensus distance @ E11B10 ===
consensus_distance=0.255



=== Log clique consensus distance @ E11B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.021


[E11B20 |   8736/60000 ( 15%) ] Loss: 1.4731 top1= 56.2500

=== Log global consensus distance @ E11B20 ===
consensus_distance=0.271



=== Log clique consensus distance @ E11B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.085



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2020 top1= 36.5485


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3898 top1= 27.6643


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4051 top1= 26.0116

Train epoch 12
[E12B0  |    416/60000 (  1%) ] Loss: 1.4454 top1= 55.3977

=== Log global consensus distance @ E12B0 ===
consensus_distance=0.287



=== Log clique consensus distance @ E12B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.150


[E12B10 |   4576/60000 (  8%) ] Loss: 1.4287 top1= 54.2614

=== Log global consensus distance @ E12B10 ===
consensus_distance=0.304



=== Log clique consensus distance @ E12B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.217


[E12B20 |   8736/60000 ( 15%) ] Loss: 1.4507 top1= 57.1023

=== Log global consensus distance @ E12B20 ===
consensus_distance=0.322



=== Log clique consensus distance @ E12B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.287



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1858 top1= 39.4832


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3688 top1= 27.9147


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3675 top1= 26.0116

Train epoch 13
[E13B0  |    416/60000 (  1%) ] Loss: 1.4209 top1= 56.8182

=== Log global consensus distance @ E13B0 ===
consensus_distance=0.339



=== Log clique consensus distance @ E13B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.358


[E13B10 |   4576/60000 (  8%) ] Loss: 1.4031 top1= 57.1023

=== Log global consensus distance @ E13B10 ===
consensus_distance=0.357



=== Log clique consensus distance @ E13B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.431


[E13B20 |   8736/60000 ( 15%) ] Loss: 1.4258 top1= 59.3750

=== Log global consensus distance @ E13B20 ===
consensus_distance=0.377



=== Log clique consensus distance @ E13B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.507



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1735 top1= 41.5565


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3555 top1= 28.1951


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3338 top1= 25.9615

Train epoch 14
[E14B0  |    416/60000 (  1%) ] Loss: 1.3944 top1= 57.3864

=== Log global consensus distance @ E14B0 ===
consensus_distance=0.396



=== Log clique consensus distance @ E14B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.584


[E14B10 |   4576/60000 (  8%) ] Loss: 1.3756 top1= 59.6591

=== Log global consensus distance @ E14B10 ===
consensus_distance=0.415



=== Log clique consensus distance @ E14B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.662


[E14B20 |   8736/60000 ( 15%) ] Loss: 1.4006 top1= 61.3636

=== Log global consensus distance @ E14B20 ===
consensus_distance=0.436



=== Log clique consensus distance @ E14B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.745



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1693 top1= 42.6983


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3488 top1= 28.4155


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3047 top1= 25.9515

Train epoch 15
[E15B0  |    416/60000 (  1%) ] Loss: 1.3695 top1= 60.2273

=== Log global consensus distance @ E15B0 ===
consensus_distance=0.456



=== Log clique consensus distance @ E15B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.827


[E15B10 |   4576/60000 (  8%) ] Loss: 1.3481 top1= 59.6591

=== Log global consensus distance @ E15B10 ===
consensus_distance=0.478



=== Log clique consensus distance @ E15B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=1.912


[E15B20 |   8736/60000 ( 15%) ] Loss: 1.3746 top1= 63.0682

=== Log global consensus distance @ E15B20 ===
consensus_distance=0.500



=== Log clique consensus distance @ E15B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.001



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1679 top1= 43.8702


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3508 top1= 28.6158


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2804 top1= 25.9515

Train epoch 16
[E16B0  |    416/60000 (  1%) ] Loss: 1.3439 top1= 61.6477

=== Log global consensus distance @ E16B0 ===
consensus_distance=0.522



=== Log clique consensus distance @ E16B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.088


[E16B10 |   4576/60000 (  8%) ] Loss: 1.3205 top1= 61.3636

=== Log global consensus distance @ E16B10 ===
consensus_distance=0.544



=== Log clique consensus distance @ E16B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.178


[E16B20 |   8736/60000 ( 15%) ] Loss: 1.3501 top1= 63.6364

=== Log global consensus distance @ E16B20 ===
consensus_distance=0.568



=== Log clique consensus distance @ E16B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.273



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1714 top1= 44.2107


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3586 top1= 28.8361


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2596 top1= 25.9415

Train epoch 17
[E17B0  |    416/60000 (  1%) ] Loss: 1.3219 top1= 65.0568

=== Log global consensus distance @ E17B0 ===
consensus_distance=0.591



=== Log clique consensus distance @ E17B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.366


[E17B10 |   4576/60000 (  8%) ] Loss: 1.2967 top1= 62.2159

=== Log global consensus distance @ E17B10 ===
consensus_distance=0.615



=== Log clique consensus distance @ E17B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.461


[E17B20 |   8736/60000 ( 15%) ] Loss: 1.3285 top1= 65.3409

=== Log global consensus distance @ E17B20 ===
consensus_distance=0.640



=== Log clique consensus distance @ E17B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.561



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1797 top1= 44.5513


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3708 top1= 28.9864


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2412 top1= 25.9515

Train epoch 18
[E18B0  |    416/60000 (  1%) ] Loss: 1.3029 top1= 67.0455

=== Log global consensus distance @ E18B0 ===
consensus_distance=0.664



=== Log clique consensus distance @ E18B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.659


[E18B10 |   4576/60000 (  8%) ] Loss: 1.2723 top1= 63.3523

=== Log global consensus distance @ E18B10 ===
consensus_distance=0.689



=== Log clique consensus distance @ E18B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.758


[E18B20 |   8736/60000 ( 15%) ] Loss: 1.3034 top1= 67.8977

=== Log global consensus distance @ E18B20 ===
consensus_distance=0.716



=== Log clique consensus distance @ E18B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.864



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1896 top1= 45.0421


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.3871 top1= 29.0865


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2264 top1= 26.2220

Train epoch 19
[E19B0  |    416/60000 (  1%) ] Loss: 1.2786 top1= 67.8977

=== Log global consensus distance @ E19B0 ===
consensus_distance=0.741



=== Log clique consensus distance @ E19B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=2.966


[E19B10 |   4576/60000 (  8%) ] Loss: 1.2420 top1= 66.1932

=== Log global consensus distance @ E19B10 ===
consensus_distance=0.767



=== Log clique consensus distance @ E19B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.070


[E19B20 |   8736/60000 ( 15%) ] Loss: 1.2726 top1= 69.0341

=== Log global consensus distance @ E19B20 ===
consensus_distance=0.795



=== Log clique consensus distance @ E19B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.179



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.1995 top1= 45.7532


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4069 top1= 29.2368


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2150 top1= 27.2736

Train epoch 20
[E20B0  |    416/60000 (  1%) ] Loss: 1.2496 top1= 68.4659

=== Log global consensus distance @ E20B0 ===
consensus_distance=0.822



=== Log clique consensus distance @ E20B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.286


[E20B10 |   4576/60000 (  8%) ] Loss: 1.2101 top1= 67.0455

=== Log global consensus distance @ E20B10 ===
consensus_distance=0.848



=== Log clique consensus distance @ E20B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.392


[E20B20 |   8736/60000 ( 15%) ] Loss: 1.2418 top1= 70.4545

=== Log global consensus distance @ E20B20 ===
consensus_distance=0.877



=== Log clique consensus distance @ E20B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.506



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2121 top1= 46.6847


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4249 top1= 29.3269


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2065 top1= 28.6458

Train epoch 21
[E21B0  |    416/60000 (  1%) ] Loss: 1.2224 top1= 69.3182

=== Log global consensus distance @ E21B0 ===
consensus_distance=0.905



=== Log clique consensus distance @ E21B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.615


[E21B10 |   4576/60000 (  8%) ] Loss: 1.1810 top1= 68.1818

=== Log global consensus distance @ E21B10 ===
consensus_distance=0.932



=== Log clique consensus distance @ E21B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.725


[E21B20 |   8736/60000 ( 15%) ] Loss: 1.2130 top1= 71.3068

=== Log global consensus distance @ E21B20 ===
consensus_distance=0.962



=== Log clique consensus distance @ E21B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.841



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2284 top1= 47.4860


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4413 top1= 29.4872


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2014 top1= 29.8077

Train epoch 22
[E22B0  |    416/60000 (  1%) ] Loss: 1.1980 top1= 70.7386

=== Log global consensus distance @ E22B0 ===
consensus_distance=0.990



=== Log clique consensus distance @ E22B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=3.953


[E22B10 |   4576/60000 (  8%) ] Loss: 1.1527 top1= 69.3182

=== Log global consensus distance @ E22B10 ===
consensus_distance=1.018



=== Log clique consensus distance @ E22B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.064


[E22B20 |   8736/60000 ( 15%) ] Loss: 1.1826 top1= 71.5909

=== Log global consensus distance @ E22B20 ===
consensus_distance=1.048



=== Log clique consensus distance @ E22B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.184



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2434 top1= 48.2572


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4572 top1= 29.5473


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.1999 top1= 30.7392

Train epoch 23
[E23B0  |    416/60000 (  1%) ] Loss: 1.1714 top1= 71.5909

=== Log global consensus distance @ E23B0 ===
consensus_distance=1.077



=== Log clique consensus distance @ E23B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.298


[E23B10 |   4576/60000 (  8%) ] Loss: 1.1222 top1= 71.0227

=== Log global consensus distance @ E23B10 ===
consensus_distance=1.105



=== Log clique consensus distance @ E23B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.411


[E23B20 |   8736/60000 ( 15%) ] Loss: 1.1484 top1= 72.1591

=== Log global consensus distance @ E23B20 ===
consensus_distance=1.136



=== Log clique consensus distance @ E23B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.532



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2511 top1= 49.3490


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4725 top1= 29.5974


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2026 top1= 31.3702

Train epoch 24
[E24B0  |    416/60000 (  1%) ] Loss: 1.1387 top1= 72.4432

=== Log global consensus distance @ E24B0 ===
consensus_distance=1.165



=== Log clique consensus distance @ E24B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.648


[E24B10 |   4576/60000 (  8%) ] Loss: 1.0876 top1= 71.8750

=== Log global consensus distance @ E24B10 ===
consensus_distance=1.194



=== Log clique consensus distance @ E24B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.763


[E24B20 |   8736/60000 ( 15%) ] Loss: 1.1107 top1= 73.2955

=== Log global consensus distance @ E24B20 ===
consensus_distance=1.225



=== Log clique consensus distance @ E24B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=4.886



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2558 top1= 50.2204


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.4872 top1= 29.7075


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2088 top1= 31.9511

Train epoch 25
[E25B0  |    416/60000 (  1%) ] Loss: 1.1011 top1= 73.8636

=== Log global consensus distance @ E25B0 ===
consensus_distance=1.255



=== Log clique consensus distance @ E25B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.004


[E25B10 |   4576/60000 (  8%) ] Loss: 1.0518 top1= 73.0114

=== Log global consensus distance @ E25B10 ===
consensus_distance=1.284



=== Log clique consensus distance @ E25B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.120


[E25B20 |   8736/60000 ( 15%) ] Loss: 1.0728 top1= 72.4432

=== Log global consensus distance @ E25B20 ===
consensus_distance=1.316



=== Log clique consensus distance @ E25B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.245



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2608 top1= 50.9716


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5019 top1= 29.7476


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2170 top1= 32.3618

Train epoch 26
[E26B0  |    416/60000 (  1%) ] Loss: 1.0638 top1= 75.8523

=== Log global consensus distance @ E26B0 ===
consensus_distance=1.346



=== Log clique consensus distance @ E26B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.364


[E26B10 |   4576/60000 (  8%) ] Loss: 1.0175 top1= 74.1477

=== Log global consensus distance @ E26B10 ===
consensus_distance=1.376



=== Log clique consensus distance @ E26B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.481


[E26B20 |   8736/60000 ( 15%) ] Loss: 1.0361 top1= 73.5795

=== Log global consensus distance @ E26B20 ===
consensus_distance=1.408



=== Log clique consensus distance @ E26B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.607



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2678 top1= 51.6326


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5170 top1= 29.8377


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2271 top1= 32.8926

Train epoch 27
[E27B0  |    416/60000 (  1%) ] Loss: 1.0274 top1= 76.7045

=== Log global consensus distance @ E27B0 ===
consensus_distance=1.439



=== Log clique consensus distance @ E27B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.727


[E27B10 |   4576/60000 (  8%) ] Loss: 0.9842 top1= 74.7159

=== Log global consensus distance @ E27B10 ===
consensus_distance=1.470



=== Log clique consensus distance @ E27B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.846


[E27B20 |   8736/60000 ( 15%) ] Loss: 1.0004 top1= 74.4318

=== Log global consensus distance @ E27B20 ===
consensus_distance=1.502



=== Log clique consensus distance @ E27B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=5.973



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2770 top1= 51.9131


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5327 top1= 29.8778


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2384 top1= 33.3333

Train epoch 28
[E28B0  |    416/60000 (  1%) ] Loss: 0.9915 top1= 77.5568

=== Log global consensus distance @ E28B0 ===
consensus_distance=1.534



=== Log clique consensus distance @ E28B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.094


[E28B10 |   4576/60000 (  8%) ] Loss: 0.9510 top1= 74.7159

=== Log global consensus distance @ E28B10 ===
consensus_distance=1.565



=== Log clique consensus distance @ E28B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.213


[E28B20 |   8736/60000 ( 15%) ] Loss: 0.9643 top1= 75.0000

=== Log global consensus distance @ E28B20 ===
consensus_distance=1.599



=== Log clique consensus distance @ E28B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.342



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.2885 top1= 51.7628


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5484 top1= 29.9279


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2502 top1= 33.6538

Train epoch 29
[E29B0  |    416/60000 (  1%) ] Loss: 0.9488 top1= 77.8409

=== Log global consensus distance @ E29B0 ===
consensus_distance=1.630



=== Log clique consensus distance @ E29B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.463


[E29B10 |   4576/60000 (  8%) ] Loss: 0.9002 top1= 76.1364

=== Log global consensus distance @ E29B10 ===
consensus_distance=1.662



=== Log clique consensus distance @ E29B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.584


[E29B20 |   8736/60000 ( 15%) ] Loss: 0.8979 top1= 75.8523

=== Log global consensus distance @ E29B20 ===
consensus_distance=1.696



=== Log clique consensus distance @ E29B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.713



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3048 top1= 50.3405


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5631 top1= 29.9479


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2624 top1= 33.8942

Train epoch 30
[E30B0  |    416/60000 (  1%) ] Loss: 0.8780 top1= 79.2614

=== Log global consensus distance @ E30B0 ===
consensus_distance=1.727



=== Log clique consensus distance @ E30B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.836


[E30B10 |   4576/60000 (  8%) ] Loss: 0.8461 top1= 77.8409

=== Log global consensus distance @ E30B10 ===
consensus_distance=1.759



=== Log clique consensus distance @ E30B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=6.958


[E30B20 |   8736/60000 ( 15%) ] Loss: 0.8622 top1= 76.7045

=== Log global consensus distance @ E30B20 ===
consensus_distance=1.793



=== Log clique consensus distance @ E30B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.089



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3623 top1= 48.5377


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5782 top1= 30.0280


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2761 top1= 34.1046

Train epoch 31
[E31B0  |    416/60000 (  1%) ] Loss: 0.8480 top1= 80.1136

=== Log global consensus distance @ E31B0 ===
consensus_distance=1.826



=== Log clique consensus distance @ E31B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.212


[E31B10 |   4576/60000 (  8%) ] Loss: 0.8239 top1= 77.8409

=== Log global consensus distance @ E31B10 ===
consensus_distance=1.859



=== Log clique consensus distance @ E31B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.336


[E31B20 |   8736/60000 ( 15%) ] Loss: 0.8368 top1= 77.8409

=== Log global consensus distance @ E31B20 ===
consensus_distance=1.893



=== Log clique consensus distance @ E31B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.468



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.3937 top1= 48.2372


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.5937 top1= 30.0781


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.2893 top1= 34.2849

Train epoch 32
[E32B0  |    416/60000 (  1%) ] Loss: 0.8189 top1= 80.1136

=== Log global consensus distance @ E32B0 ===
consensus_distance=1.927



=== Log clique consensus distance @ E32B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.592


[E32B10 |   4576/60000 (  8%) ] Loss: 0.8006 top1= 78.1250

=== Log global consensus distance @ E32B10 ===
consensus_distance=1.960



=== Log clique consensus distance @ E32B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.718


[E32B20 |   8736/60000 ( 15%) ] Loss: 0.8146 top1= 78.1250

=== Log global consensus distance @ E32B20 ===
consensus_distance=1.995



=== Log clique consensus distance @ E32B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.851



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4264 top1= 48.1871


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6087 top1= 30.1482


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3048 top1= 34.3950

Train epoch 33
[E33B0  |    416/60000 (  1%) ] Loss: 0.7946 top1= 80.1136

=== Log global consensus distance @ E33B0 ===
consensus_distance=2.029



=== Log clique consensus distance @ E33B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=7.976


[E33B10 |   4576/60000 (  8%) ] Loss: 0.7820 top1= 78.4091

=== Log global consensus distance @ E33B10 ===
consensus_distance=2.063



=== Log clique consensus distance @ E33B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.104


[E33B20 |   8736/60000 ( 15%) ] Loss: 0.7966 top1= 78.9773

=== Log global consensus distance @ E33B20 ===
consensus_distance=2.099



=== Log clique consensus distance @ E33B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.238



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.4631 top1= 48.0369


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6235 top1= 30.1783


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3195 top1= 34.4752

Train epoch 34
[E34B0  |    416/60000 (  1%) ] Loss: 0.7744 top1= 80.3977

=== Log global consensus distance @ E34B0 ===
consensus_distance=2.133



=== Log clique consensus distance @ E34B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.365


[E34B10 |   4576/60000 (  8%) ] Loss: 0.7660 top1= 78.6932

=== Log global consensus distance @ E34B10 ===
consensus_distance=2.168



=== Log clique consensus distance @ E34B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.494


[E34B20 |   8736/60000 ( 15%) ] Loss: 0.7818 top1= 79.5455

=== Log global consensus distance @ E34B20 ===
consensus_distance=2.204



=== Log clique consensus distance @ E34B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.630



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5060 top1= 47.7063


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6373 top1= 30.2183


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3345 top1= 34.6354

Train epoch 35
[E35B0  |    416/60000 (  1%) ] Loss: 0.7574 top1= 80.6818

=== Log global consensus distance @ E35B0 ===
consensus_distance=2.239



=== Log clique consensus distance @ E35B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.759


[E35B10 |   4576/60000 (  8%) ] Loss: 0.7526 top1= 78.6932

=== Log global consensus distance @ E35B10 ===
consensus_distance=2.274



=== Log clique consensus distance @ E35B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=8.890


[E35B20 |   8736/60000 ( 15%) ] Loss: 0.7692 top1= 79.8295

=== Log global consensus distance @ E35B20 ===
consensus_distance=2.312



=== Log clique consensus distance @ E35B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.028



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.5594 top1= 46.8850


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6503 top1= 30.2684


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3486 top1= 34.7656

Train epoch 36
[E36B0  |    416/60000 (  1%) ] Loss: 0.7439 top1= 80.9659

=== Log global consensus distance @ E36B0 ===
consensus_distance=2.347



=== Log clique consensus distance @ E36B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.158


[E36B10 |   4576/60000 (  8%) ] Loss: 0.7414 top1= 79.2614

=== Log global consensus distance @ E36B10 ===
consensus_distance=2.383



=== Log clique consensus distance @ E36B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.291


[E36B20 |   8736/60000 ( 15%) ] Loss: 0.7592 top1= 80.6818

=== Log global consensus distance @ E36B20 ===
consensus_distance=2.421



=== Log clique consensus distance @ E36B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.431



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6184 top1= 46.1038


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6623 top1= 30.3185


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3629 top1= 34.8958

Train epoch 37
[E37B0  |    416/60000 (  1%) ] Loss: 0.7317 top1= 81.5341

=== Log global consensus distance @ E37B0 ===
consensus_distance=2.457



=== Log clique consensus distance @ E37B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.563


[E37B10 |   4576/60000 (  8%) ] Loss: 0.7310 top1= 79.8295

=== Log global consensus distance @ E37B10 ===
consensus_distance=2.494



=== Log clique consensus distance @ E37B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.698


[E37B20 |   8736/60000 ( 15%) ] Loss: 0.7504 top1= 80.6818

=== Log global consensus distance @ E37B20 ===
consensus_distance=2.533



=== Log clique consensus distance @ E37B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.841



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.6851 top1= 44.9720


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6737 top1= 30.3686


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3770 top1= 34.9860

Train epoch 38
[E38B0  |    416/60000 (  1%) ] Loss: 0.7202 top1= 81.8182

=== Log global consensus distance @ E38B0 ===
consensus_distance=2.569



=== Log clique consensus distance @ E38B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=9.975


[E38B10 |   4576/60000 (  8%) ] Loss: 0.7221 top1= 80.1136

=== Log global consensus distance @ E38B10 ===
consensus_distance=2.607



=== Log clique consensus distance @ E38B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.113


[E38B20 |   8736/60000 ( 15%) ] Loss: 0.7437 top1= 80.6818

=== Log global consensus distance @ E38B20 ===
consensus_distance=2.646



=== Log clique consensus distance @ E38B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.258



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.7592 top1= 43.5296


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6839 top1= 30.3886


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.3908 top1= 35.0561

Train epoch 39
[E39B0  |    416/60000 (  1%) ] Loss: 0.7104 top1= 81.8182

=== Log global consensus distance @ E39B0 ===
consensus_distance=2.683



=== Log clique consensus distance @ E39B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.394


[E39B10 |   4576/60000 (  8%) ] Loss: 0.7161 top1= 80.1136

=== Log global consensus distance @ E39B10 ===
consensus_distance=2.721



=== Log clique consensus distance @ E39B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.534


[E39B20 |   8736/60000 ( 15%) ] Loss: 0.7395 top1= 80.9659

=== Log global consensus distance @ E39B20 ===
consensus_distance=2.762



=== Log clique consensus distance @ E39B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.682



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.8415 top1= 41.6867


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.6937 top1= 30.4187


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4053 top1= 35.1462

Train epoch 40
[E40B0  |    416/60000 (  1%) ] Loss: 0.7030 top1= 82.1023

=== Log global consensus distance @ E40B0 ===
consensus_distance=2.799



=== Log clique consensus distance @ E40B0 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.820


[E40B10 |   4576/60000 (  8%) ] Loss: 0.7143 top1= 80.1136

=== Log global consensus distance @ E40B10 ===
consensus_distance=2.838



=== Log clique consensus distance @ E40B10 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=10.962


[E40B20 |   8736/60000 ( 15%) ] Loss: 0.7400 top1= 80.9659

=== Log global consensus distance @ E40B20 ===
consensus_distance=2.879



=== Log clique consensus distance @ E40B20 ===
clique1_consensus_distance=0.000
clique2_consensus_distance=11.112



=> Averaged model (Global Average Validation Accuracy) | Eval Loss=2.9333 top1= 39.5833


=> Averaged model (Clique1 Average Validation Accuracy) | Eval Loss=2.7026 top1= 30.4487


=> Averaged model (Clique2 Average Validation Accuracy) | Eval Loss=2.4212 top1= 35.1963

