How to scale Polars code to multiple GPUs with cuDF
NVIDIA Developer · youtube · 2026-08-26
This NVIDIA live session demonstrates running Polars workflows on GPUs and scaling to multiple GPUs using cuDF-Polars. Key topics include how the engine splits queries across GPUs, setting up multi-GPU runs without code changes, and performance comparisons against Polars' CPU streaming engine on real-world group-by and aggregation tasks.
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