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About greater batch size during validation #46

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KMint1819 opened this issue Apr 19, 2021 · 1 comment
Open

About greater batch size during validation #46

KMint1819 opened this issue Apr 19, 2021 · 1 comment

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@KMint1819
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Hi, thanks for the great work!

When I was training with my own data, the bottleneck of the whole training was apparently the validation process since it's using batch size = 1. In one epoch of my training, it cost only 20% of time for training and back-prop but cost 80% for validation. Why can't the batch size for validation be greater than 1? Is there any issue or problems to be solved in order to have this feature?

@Frank-Dz
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Same question...

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