Autotuning & Reinforcement Learning for Compilers with Chris Cummins Hugh Leather https://chriscummins.cc/cgo22-compilergym-tutorial Mostafa Elhoushi

Provide a gentle introduction to compiler optimization problems. Understand the features and APIs of CompilerGym. "Zero to RL" in fewer than three hours. Objectives https://compilergym.ai

People interested in compiler optimizations. {students, academics, practitioners}. No Machine Learning knowledge assumed! Who is it for https://compilergym.ai

Watch the introductory videos. Follow along the lab notebooks. Requirements: a browser and internet connection. Hang out with us in Zoom! Offline support: How it works https://compilergym.ai https://github.com/facebookresearch/CompilerGym/issues

1. Getting Started 2. Autotuning 3. Reinforcement Learning 4. Extensions Overview of Material https://compilergym.ai

Have fun! https://compilergym.ai