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

CGO'22 Tutorial Welcome

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for Chris Cummins Chris Cummins
March 24, 2022
Education
2.3k
0

CGO'22 Tutorial Welcome

Avatar for Chris Cummins

Chris Cummins

March 24, 2022

More Decks by Chris Cummins

See All by Chris Cummins
DL4Compilers @ CGO'22
Avatar for Chris Cummins chriscummins
0
280
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
1.3k
Compiler Fuzzing through Deep Learning (ISSTA'18)
Avatar for Chris Cummins chriscummins
3
1k
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
640

Other Decks in Education

See All in Education
Catecismo 26 #1 - Aula inaugural
Avatar for Congregação Mariana da Imaculada Conceição e Santo Afonso de Ligório cm_manaus
0
170
【セーフィー】テクニカルライティング&コミュニケーション実践講座（26新卒エンジニア向け研修資料）
Avatar for 山崎麻衣子 ymzaki_m4
0
210
LinkedIn
Avatar for Matleena Laakso matleenalaakso
0
4.3k
事業紹介資料（トレーナー養成講座）
Avatar for 須藤賢太郎 kentaro1981
0
440
Visionary Initiative: Future Intelligence 「未来の知性と社会の礎を築く」｜Science Tokyo（東京科学大学）
Avatar for Science Tokyo （東京科学大学） / Science Tokyo (Institute of Science Tokyo) sciencetokyo
PRO
0
280
アラムコSTEAMチャレンジ　実践報告書
Avatar for みんなのコード codeforeveryone
0
140
Laura Wilson - The Quarterly PR Pivot
Avatar for Laura Wilson laurawilsonbseo1
1
340
Interaction - Lecture 10 - Information Visualisation (4019538FNR)
Avatar for Beat Signer signer
PRO
0
2.7k
From Days to Minutes: How We Taught an AI to Onboard 50+ Tenants on our AI Features
Avatar for Miguel Cabrera mfcabrera
0
170
Soluciones al examen de Geografía 2026. JUNIO (Convocatoria Ordinaria)
Avatar for Juan Martín Martín juanmartin2026
0
2.5k
共感から、つくる: 変わり続ける自分と、誰かのための創造
Avatar for Mick Etoh micknerd
1
380
Data Physicalisation - Lecture 9 - Next Generation User Interfaces (4018166FNR)
Avatar for Beat Signer signer
PRO
1
1k

Featured

See All Featured
Build The Right Thing And Hit Your Dates
Avatar for Maggie C. maggiecrowley
39
3.2k
Music & Morning Musume
Avatar for Bryan Veloso bryan
47
7.2k
Product Roadmaps are Hard
Avatar for C. Todd Lombardo iamctodd
PRO
55
12k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
Avatar for panda_program panda_program
122
22k
The B2B funnel & how to create a winning content strategy
Avatar for Katarina Dahlin katarinadahlin
PRO
1
380
The Success of Rails: Ensuring Growth for the Next 100 Years
Avatar for Eileen M. Uchitelle eileencodes
47
8.2k
Have SEOs Ruined the Internet? - User Awareness of SEO in 2025
Avatar for Akash Hashmi akashhashmi
0
370
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
Avatar for Sara Fernández Carmona sarafernandez
0
200
End of SEO as We Know It (SMX Advanced Version)
Avatar for Michael King ipullrank
3
4.2k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
Avatar for Addy Osmani addyosmani
10
1.2k
Neural Spatial Audio Processing for Sound Field Analysis and Control
Avatar for NII S. Koyama's Lab skoyamalab
0
330
The Power of CSS Pseudo Elements
Avatar for Geoffrey Crofte geoffreycrofte
82
6.3k

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