Uploaded December 2022 | Updated September 2026, 3 weeks ago

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Tutorial 2, Hot Chips 34 (2022), Sunday, August 21, 2022.

Chair: Stephen Neuendorffer, AMD

This tutorial covers a number of issues related to improved compilation of machine learning models to a wide variety of software and hardware accelerators.

Basic Concepts
Jacques Pienaar, Google

Code Generation
Harsh Menon, Nod.AI

ML Frontends and frameworks
Suraj Sudhir, ARM

CIRCT
Andrew Lenharth, SiFive, and John Demme, Microsoft