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CGO'22 Tutorial Welcome
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Chris Cummins
March 24, 2022
Education
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CGO'22 Tutorial Welcome
Chris Cummins
March 24, 2022
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Transcript
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