yupeng9 commented on issue #13003: URL: https://github.com/apache/lucene/issues/13003#issuecomment-2108153649
This is very interesting work. We saw Milvus published article on how GPU accelerates vector search, which looks like a game changer. ``` For a batch size of 1, the T4 is 6.4x to 6.7x faster than the CPU, and the A10G is 8.3x to 9x faster. When the batch size increases to 10, the performance improvement is more significant: T4 is 16.8x to 18.7x faster, and A100 is 25.8x to 29.9x faster. With a batch size of 100, the performance gain continues to grow: T4 is 21.9x to 23.3x faster, and A100 is 48.9x to 49.2x faster. ``` Is there any update on this plan of adding GPU support in Lucene? -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: issues-unsubscr...@lucene.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@lucene.apache.org For additional commands, e-mail: issues-h...@lucene.apache.org
