Session Type
Student Technical Talks
Date & Time
Wednesday, May 11, 2022, 2:40 PM - 3:05 PM
Name
Automated Batching and Differentiation of Scalar Code in Enzyme
Speakers
Abstract/s
Derivatives are the key to many important problems in computing, such as machine learning, and optimization. Building on the Enzyme compiler plugin for automatic differentiation, we add forward mode automatic differentiation, batching and the emission of vectorization-ready IR for arbitrary scalar code to unlock significant performance boosts.
Location Name
Ballroom 1