Polars GPU Engine Powered by RAPIDS cuDF Now Available in Open Beta – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-05-19T06:00:00Z http://www.open-lab.net/blog/feed/ Jamil Semaan <![CDATA[Polars GPU Engine Powered by RAPIDS cuDF Now Available in Open Beta]]> http://www.open-lab.net/blog/?p=89052 2024-12-12T22:32:12Z 2024-09-17T14:00:00Z Today, Polars released a new GPU engine powered by RAPIDS cuDF that accelerates Polars workflows up to 13x on NVIDIA GPUs, allowing data scientists to process...]]> Today, Polars released a new GPU engine powered by RAPIDS cuDF that accelerates Polars workflows up to 13x on NVIDIA GPUs, allowing data scientists to process...

Today, Polars released a new GPU engine powered by RAPIDS cuDF that accelerates Polars workflows up to 13x on NVIDIA GPUs, allowing data scientists to process hundreds of millions of rows of data in seconds on a single machine. Traditional data processing libraries like pandas are single-threaded and become impractical to use beyond a few million rows of data.

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