Open Challenges in ML Compilers

Title of the Talk: Open Challenges in ML Compilers
Speakers: Sushim Shrivastava and Ravishankar Kolachana
Host Faculty: Rajesh Kedia and Jyothi Vedurada
Date: April 3, 2025
Time: 2:30 pm
Venue: CS-LH2

Abstract:
This talk will cover various compiler optimizations and open challenges related to executing ML models on embedded devices. There will be brainstorming on various aspects of compilers in industry, and in general.
This talk is being conducted as a lecture in ongoing courses:
(i) Hardware Architecture for Deep Learning
(ii) Introduction to Program Analysis and Compiler Optimizations.