Upgrade to Pro — share decks privately, control downloads, hide ads and more …

CGO'22 Tutorial Welcome

CGO'22 Tutorial Welcome

0d2bf4a55ccf5ca212897c2c09e18c94?s=128

Chris Cummins

March 24, 2022
Tweet

More Decks by Chris Cummins

Other Decks in Education

Transcript

  1. Autotuning & Reinforcement Learning for Compilers with Chris Cummins Hugh

    Leather https://chriscummins.cc/cgo22-compilergym-tutorial Mostafa Elhoushi
  2. 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
  3. People interested in compiler optimizations. {students, academics, practitioners}. No Machine

    Learning knowledge assumed! Who is it for https://compilergym.ai
  4. 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
  5. 1. Getting Started 2. Autotuning 3. Reinforcement Learning 4. Extensions

    Overview of Material https://compilergym.ai
  6. Have fun! https://compilergym.ai