2 Apr 2022 CGO'22 Tutorial - Autotuning & Reinforcement Learning with CompilerGym 2 Apr 2022

This page contains the materials for the tutorial at CGO’22 on CompilerGym, by Hugh Leather, Mostafa Elhoushi, and myself.

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Welcome!

Welcome to our tutorial on Autotuning & Reinforcement Learning with CompilerGym! Please watch the video below to learn how to use this tutorial.

Slides for the above video:

References:

• To get support with this tutorial, please use the CompilerGym Issue Tracker.

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Part 1: Getting Started with CompilerGym

This tutorial uses Colab notebooks. If you have never used these before, this video provides a quick overview.

Here is the first notebook:

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Part 2: Autotuning

Slides for the above video:

Here is the second notebook:

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Part 3: Reinforcement Learning

Slides for the above video:

Here is the third notebook:

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Part 4: Extensions

Slides for the above video:

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That’s it, thank you participating in the tutorial! Please take 1 minute to fill in this survey to let us know how you got on and what we could do better.

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