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Published 20 hours ago • verified publisher icon lyakaap

Test Accuracy

Open mfaraki opened this issue 6 years ago • 4 comments

Hi, Thanks for sharing. Are the hyper-parameters set optimally? I get around 50% test accuracy on the CIFAR10 dataset, which I assume is very low.

Thanks

mfaraki avatar Sep 05 '18 03:09 mfaraki

I think the hyper-parameters are not optimally. I got 58% test accuracy on cifar10. Using another code with the same arch CNN(the hyper-parameters are really different), I got around 70%.

sndnyang avatar Dec 21 '18 07:12 sndnyang

By the way, the arch used is much simpler than the one in the paper.

sndnyang avatar Dec 21 '18 07:12 sndnyang

May I ask the optimal hyperparameter? I try with xi=1e-6, eps=8, batch_size=128, performance is better, the test acc is 60.74%.

luzai avatar Feb 23 '19 12:02 luzai

Hi! But I found that If you remove the VAT, you could get a similar results.

LesiChou avatar Mar 20 '20 15:03 LesiChou