Ashwin Srinath

Ashwin Srinath is a senior software engineer at NVIDIA, and part of the team developing the CUDA Core Compute Libraries (CCCL) for Python. Previously, he was part of the RAPIDS team at NVIDIA, developing the cuDF Python library. Ashwin is passionate about enabling developers to leverage GPU using high-level programming languages like Python.
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Posts by Ashwin Srinath

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Development & Optimization

Delivering the Missing Building Blocks for NVIDIA CUDA Kernel Fusion in Python

C++ libraries like CUB and Thrust provide high-level building blocks that enable NVIDIA CUDA application and library developers to write speed-of-light code... 5 MIN READ
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Data Science

RAPIDS cuDF Accelerates pandas Nearly 150x with Zero Code Changes

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. ... 5 MIN READ
Simulation / Modeling / Design

Accelerating Python on GPUs with nvc++ and Cython

The C++ standard library contains a rich collection of containers, iterators, and algorithms that can be composed to produce elegant solutions to complex... 11 MIN READ