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

CGO'22 Tutorial Welcome

Avatar for Chris Cummins Chris Cummins
March 24, 2022
Education
0
2.3k

CGO'22 Tutorial Welcome

Avatar for Chris Cummins

Chris Cummins

March 24, 2022
Tweet

More Decks by Chris Cummins

See All by Chris Cummins
DL4Compilers @ CGO'22
Avatar for Chris Cummins chriscummins
0
270
CompilerGym CGO 2022 Tutorial Part 2
Avatar for Chris Cummins chriscummins
0
2.2k
CGO'22 Tutorial Outro
Avatar for Chris Cummins chriscummins
0
2.2k
CompilerGym CGO'22
Avatar for Chris Cummins chriscummins
0
1.2k
Compiler Fuzzing through Deep Learning (ISSTA'18)
Avatar for Chris Cummins chriscummins
3
980
End-to-end Deep Learning of Optimization Heuristics (PACT'17)
Avatar for Chris Cummins chriscummins
1
1.4k
Synthesizing Benchmarks for Predictive Modelling (CGO'17)
Avatar for Chris Cummins chriscummins
3
1.9k
Machine Learning & Compilers
Avatar for Chris Cummins chriscummins
1
610

Other Decks in Education

See All in Education
自己紹介 / who-am-i
Avatar for Yohei Yasukawa yasulab
PRO
5
6.3k
いわゆる「ふつう」のキャリアを歩んだ人の割合（若者向け）
Avatar for marimari hysmrk
0
310
NUTMEG紹介スライド
Avatar for Mugicha mugiiicha
0
890
React完全入門
Avatar for MIKIO KUBO mickey_kubo
1
110
【洋書和訳：さよならを待つふたりのために】第1章　出会いとメタファー
Avatar for 柳沼諒平 yaginumatti
0
240
コマンドラインを見直そう（1995年からタイムリープ）
Avatar for sapi_kawahara sapi_kawahara
0
660
MySmartSTEAM 2526
Avatar for cbtlibrary cbtlibrary
0
190
子どものためのプログラミング道場『CoderDojo』〜法人提携例〜 / Partnership with CoderDojo Japan
Avatar for CoderDojo Japan coderdojojapan
PRO
4
18k
Microsoft Office 365
Avatar for Matleena Laakso matleenalaakso
0
2.1k
Introduction - Lecture 1 - Advanced Topics in Big Data (4023256FNR)
Avatar for Beat Signer signer
PRO
1
2.2k
【dip】「なりたい自分」に近づくための、「自分と向き合う」小さな振り返り
Avatar for ディップ株式会社 dip_tech
PRO
0
230
あなたの言葉に力を与える、演繹的なアプローチ
Avatar for Takuto Nagami logica0419
1
270

Featured

See All Featured
Building an army of robots
Avatar for Kyle Neath kneath
306
46k
Java REST API Framework Comparison - PWX 2021
Avatar for Matt Raible mraible
34
9.1k
Test your architecture with Archunit
Avatar for Yoan thirion
1
2.2k
Sam Torres - BigQuery for SEOs
Avatar for Tech SEO Connect techseoconnect
PRO
0
180
Easily Structure & Communicate Ideas using Wireframe
Avatar for Afnizar Nur Ghifari afnizarnur
194
17k
The Limits of Empathy - UXLibs8
Avatar for Cassini Nazir cassininazir
1
210
Code Review Best Practice
Avatar for Trisha Gee trishagee
74
20k
Practical Orchestrator
Avatar for Shlomi Noach shlominoach
191
11k
No one is an island. Learnings from fostering a developers community.
Avatar for Antonio thoeni
21
3.6k
What does AI have to do with Human Rights?
Avatar for Per Axbom axbom
PRO
0
2k
Helping Users Find Their Own Way: Creating Modern Search Experiences
Avatar for Dan Newman danielanewman
31
3.1k
Leadership Guide Workshop - DevTernity 2021
Avatar for David Neal reverentgeek
1
200

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