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Use grid stride in CSV reader kernels #14066

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vuule opened this issue Sep 8, 2023 · 1 comment
Open

Use grid stride in CSV reader kernels #14066

vuule opened this issue Sep 8, 2023 · 1 comment
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cuIO cuIO issue good first issue Good for newcomers Performance Performance related issue

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@vuule
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vuule commented Sep 8, 2023

Currently, the CSV reader parses data using a thread per row, and a separate thread is used for each row, regardless of the file size.
Using a grid stride loop would allow kernels to launch with preset number of blocks even with large input.

This applies both to the parser and the data inference kernels.

@ANIKET0956
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Hi @vuule, if this issue is still open, can i give it a try and post updates?

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Labels
cuIO cuIO issue good first issue Good for newcomers Performance Performance related issue
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