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validation accuracy

Open bzabdolahi opened this issue 6 years ago • 6 comments

Dear author I'm using the BOSSbase_1.01 dataset, WOW algorithm 0.4bpp 4000 train, 1000 validation. I train the model but I get valid_accuracy=0.5 could you help me what went wrong?

bzabdolahi avatar Aug 16 '19 18:08 bzabdolahi

I also have this problem. Could you fix that? I also train on the BOSSbase with 10000 images and I put 3000 for validation but exactly I get the same result as you mentioned. I would be happy If you help me.

EmadHelmi avatar Feb 12 '20 08:02 EmadHelmi

my problem was solved by using "DatasetPair" class for data loading.

On Wednesday, February 12, 2020, 11:41:22 AM GMT+3:30, EmadHelmi <[email protected]> wrote:  

I also have this problem. Could you fix that? I also train on the BOSSbase with 10000 images and I put 3000 for validation but exactly I get the same result as you mentioned. I would be happy If you help me.

— You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub, or unsubscribe.

bzabdolahi avatar Feb 16 '20 06:02 bzabdolahi

Can I have your code, please? Or can I send my code to you?

EmadHelmi avatar Feb 16 '20 07:02 EmadHelmi

I didn't change the code. I just set batch_size = 32

test_batch_size = 32

lr = 4e-1

use_batch_norm = False

embed_otf = False

bzabdolahi avatar Feb 16 '20 11:02 bzabdolahi

Sorry, I still not understand how to solve this problem, I try to use DatasetPair class for data loading, but the problem still here. coule you share the code, please?

TomTomTommi avatar Jul 17 '20 03:07 TomTomTommi

Does anyone sovle the above problem? The training loss and validation loss always stay at a high level.

ByGary avatar May 14 '22 13:05 ByGary