Unified Virtual Memory Supercharges pandas with RAPIDS cuDF – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-22T23:07:35Z http://www.open-lab.net/blog/feed/ Prem Sagar Gali <![CDATA[Unified Virtual Memory Supercharges pandas with RAPIDS cuDF]]> http://www.open-lab.net/blog/?p=93438 2024-12-12T19:35:20Z 2024-12-05T19:07:07Z cuDF-pandas, introduced in a previous post, is a GPU-accelerated library that accelerates pandas to deliver significant performance improvements��up to 50x...]]> cuDF-pandas, introduced in a previous post, is a GPU-accelerated library that accelerates pandas to deliver significant performance improvements��up to 50x...

introduced in a previous post, is a GPU-accelerated library that accelerates pandas to deliver significant performance improvements��up to 50x faster��without requiring any changes to your existing code. As part of the NVIDIA RAPIDS ecosystem, acts as a proxy layer that executes operations on the GPU when possible, and falls back to the CPU (via pandas) when necessary.

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