From Zero to GPU: A Guide to Building and Scaling Production-Ready CUDA Kernels
A guide for building and scaling production-ready CUDA kernels is available. The guide covers the process from zero to GPU, including kernel development and deployment on large-scale systems. It uses Hugging Face's Transformers library as an example.
A guide for building and scaling production-ready CUDA kernels is available. The guide covers the process from zero to GPU, including kernel development and deployment on large-scale systems. It uses Hugging Face's Transformers library as an example.
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Why it matters: This matters because many AI engineers need to optimize their code for GPUs to achieve faster performance. This guide provides a step-by-step approach to building scalable CUDA kernels.
Source: https://huggingface.co/blog/kernel-builder
This article was originally published at: https://huggingface.co/blog/kernel-builder