CVPR Tutorial Full-Stack, GPU-based Acceleration of Deep Learning and Foundation Models

Tutorial

Full-Stack, GPU-based Acceleration of Deep Learning and Foundation Models

Jason Clemons, Hongxu (Danny) Yin, and Xinglong Sun

205 A

[ Abstract ] [ Project Page ]

Thu 12 Jun 11 a.m. PDT — 3 p.m. PDT

Abstract:

This tutorial offers insights across the hardware-software stack to accelerate deep neural networks, from convolutions to multimodal LLMs. Attendees will learn practical tools and trade-offs to optimize performance and inspire the next generation of scalable acceleration techniques.

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