ChipsTowards Data Scienceabout 4 hours ago
GPU Data Prep Acceleration Explored
1 min read
A technical exploration tests how much of a data science workflow runs on a GPU today. Part 1 focuses on accelerating data preparation using cuDF, cudf.pandas, and the Polars GPU Engine. These tools offload data manipulation tasks from CPUs to GPUs for faster processing.
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