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Autotuning & Reinforcement Learning for Compilers with Chris Cummins Hugh Leather Mostafa Elhoushi

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

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

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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

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1. Getting Started 2. Autotuning 3. Reinforcement Learning 4. Extensions Overview of Material

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Have fun!