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How small batch sizes affect performance #224

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bryanwong17 opened this issue Nov 30, 2022 · 0 comments

bryanwong17 commented Nov 30, 2022 •

edited

Hi, thanks for your hard work. I am retraining DINO with my own custom dataset (~570k images).

On my local computer, the maximum batch size is 32 (1 GPU RTX 3080 TI) and a single epoch takes around 1 hour 20 minutes to complete. Is it normal?
Does small batch size matter to the performance?

Thank you!

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