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State of RAPIDS: Bridging the GPU Data Science Ecosystem

Joshua Patterson, NVIDIA

GTC 2020

See how RAPIDS and the open-source ecosystem are advancing data science. We'll explore RAPIDS, the end to end open-source data science accelerator from NVIDIA. You'll learn how to start leveraging RAPIDS and the libraries it interacts with for faster performance and easier development on GPUs. See the latest engineering work, new release features, and future roadmap. Finally, see how RAPIDS works with leading OS tools like BlazingSQL, Dask,, PyTorch, Ray, SpaCy, and others to deliver end-to-end data science benchmarks on GPUs that shatter CPU equivalents.

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