Ashwin Srinath – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-05-15T15:55:04Z http://www.open-lab.net/blog/feed/ Ashwin Srinath <![CDATA[RAPIDS cuDF Accelerates pandas Nearly 150x with Zero Code Changes]]> http://www.open-lab.net/blog/?p=72591 2024-05-15T15:55:04Z 2024-03-18T22:00:00Z At NVIDIA GTC 2024, it was announced that RAPIDS cuDF can now bring GPU acceleration to 9.5M million pandas users without requiring them to change their code....]]>

At NVIDIA GTC 2024, it was announced that RAPIDS cuDF can now bring GPU acceleration to 9.5M million pandas users without requiring them to change their code. Update: RAPIDS cuDF now instantly accelerates pandas with zero code changes in Google Colab. Try out the tutorial in a Colab notebook today. pandas, a flexible and powerful data analysis and manipulation library for Python…

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Ashwin Srinath <![CDATA[Accelerating Python on GPUs with nvc++ and Cython]]> http://www.open-lab.net/blog/?p=21995 2022-08-21T23:40:46Z 2020-11-10T17:53:47Z The C++ standard library contains a rich collection of containers, iterators, and algorithms that can be composed to produce elegant solutions to complex...]]>

The C++ standard library contains a rich collection of containers, iterators, and algorithms that can be composed to produce elegant solutions to complex problems. Most importantly, they are fast, making C++ an attractive choice for writing highly performant code. NVIDIA recently introduced stdpar: a way to automatically accelerate the execution of C++ standard library algorithms on GPUs…

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