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
2.1k

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
260
CompilerGym CGO 2022 Tutorial Part 2
Avatar for Chris Cummins chriscummins
0
2.1k
CGO'22 Tutorial Outro
Avatar for Chris Cummins chriscummins
0
2k
CompilerGym CGO'22
Avatar for Chris Cummins chriscummins
0
1.1k
Compiler Fuzzing through Deep Learning (ISSTA'18)
Avatar for Chris Cummins chriscummins
3
930
End-to-end Deep Learning of Optimization Heuristics (PACT'17)
Avatar for Chris Cummins chriscummins
1
1.3k
Synthesizing Benchmarks for Predictive Modelling (CGO'17)
Avatar for Chris Cummins chriscummins
3
1.8k
Machine Learning & Compilers
Avatar for Chris Cummins chriscummins
1
570

Other Decks in Education

See All in Education
生成AI時代教育とICT支援員への期待
Avatar for Akihiko SHIRAI - 白井暁彦 o_ob
0
260
ハワイアン航空 ステータスへの道 #HAairstudy
Avatar for maroon1st maroon1st
0
150
宮城大学の講義にAIが演じる架空の人格を導入した事例の紹介
Avatar for s sato tendasato
1
120
郷土教育モデル事業（香川県小豆島町）.pdf
Avatar for B&G bandg
0
130
HCL Domino 14.5 EAP2 Domino IQ について
Avatar for Haruyuki Nakano harunakano
0
140
JAWS-UGを通じてアウトプット活動を楽しんでみませんか？ #jawsug_tochigi
Avatar for モブエンジニア masakiokuda
0
370
i-GIP 2025 中高生のみなさんへ資料
Avatar for i-GIP KYUSHU 202200
0
250
SkimaTalk Tutorial for Corporate Customers
Avatar for SkimaTalk skimatalk
0
240
Monaca Education 活用事例セミナー：「年間通してMonaca Educationを活用する授業実践のご報告」
Avatar for アシアル情報教育研究所 asial_edu
0
260
Gesture-based Interaction - Lecture 6 - Next Generation User Interfaces (4018166FNR)
Avatar for Beat Signer signer
PRO
0
1.6k
環境・社会理工学院 建築学系 大学院入試について｜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
1.1k
家族をスクラムチームに！ アジャイルで取り組む家事と育児 | Install Scrum to Family
Avatar for Kosuke ENOMOTO coosuke
PRO
1
260

Featured

See All Featured
Building an army of robots
Avatar for Kyle Neath kneath
305
45k
Making the Leap to Tech Lead
Avatar for Ryan Cromwell cromwellryan
133
9.3k
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
Avatar for Joe Casabona jcasabona
32
2.3k
Large-scale JavaScript Application Architecture
Avatar for Addy Osmani addyosmani
512
110k
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
Avatar for Addy Osmani addyosmani
5
590
Fantastic passwords and where to find them - at NoRuKo
Avatar for Phil Nash philnash
51
3.2k
Designing for humans not robots
Avatar for Tammie Lister tammielis
253
25k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
Avatar for Marc Duiker marcduiker
30
2k
StorybookのUI Testing Handbookを読んだ
Avatar for Shingo Yamazaki zakiyama
30
5.7k
YesSQL, Process and Tooling at Scale
Avatar for Rocio Delgado rocio
172
14k
Art, The Web, and Tiny UX
Avatar for Lynn Fisher lynnandtonic
298
20k
Bootstrapping a Software Product
Avatar for Garrett Dimon garrettdimon
PRO
307
110k

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