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

CompilerGym CGO 2022 Tutorial Part 2

Avatar for Chris Cummins Chris Cummins
April 01, 2022
Research
0
2.1k

CompilerGym CGO 2022 Tutorial Part 2

Avatar for Chris Cummins

Chris Cummins

April 01, 2022
Tweet

More Decks by Chris Cummins

See All by Chris Cummins
DL4Compilers @ CGO'22
Avatar for Chris Cummins chriscummins
0
260
CGO'22 Tutorial Outro
Avatar for Chris Cummins chriscummins
0
2k
CGO'22 Tutorial Welcome
Avatar for Chris Cummins chriscummins
0
2.2k
CompilerGym CGO'22
Avatar for Chris Cummins chriscummins
0
1.1k
Compiler Fuzzing through Deep Learning (ISSTA'18)
Avatar for Chris Cummins chriscummins
3
940
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 Research

See All in Research
Vision And Languageモデルにおける異なるドメインでの継続事前学習が性能に与える影響の検証 / YANS2024
Avatar for Sansan R&D sansan_randd
1
110
AIによる画像認識技術の進化 -25年の技術変遷を振り返る-
Avatar for Hironobu Fujiyoshi hf149
6
3.4k
[輪講] SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
Avatar for Naoki Kato nk35jk
2
470
Towards a More Efficient Reasoning LLM: AIMO2 Solution Summary and Introduction to Fast-Math Models
Avatar for Hiroshechka Y analokmaus
2
220
3D Gaussian Splattingによる高効率な新規視点合成技術とその応用
Avatar for Hide Matsuki muskie82
5
2.5k
Mathematics in the Age of AI and the 4 Generation University
Avatar for Mohammed Hachama hachama
0
160
Google Agent Development Kit (ADK) 入門 🚀
Avatar for MIKIO KUBO mickey_kubo
2
980
Ad-DS Paper Circle #1
Avatar for Yusuke Kaneko ykaneko1992
0
5.5k
生成的推薦の人気バイアスの分析：暗記の観点から / JSAI2025
Avatar for Shotaro Ishihara upura
0
170
数理最適化と機械学習の融合
Avatar for MIKIO KUBO mickey_kubo
15
8.8k
利用シーンを意識した推薦システム 〜SpotifyとAmazonの事例から〜
Avatar for kuri8ive kuri8ive
1
200
RHO-1: Not All Tokens Are What You Need
Avatar for Sansan R&D sansan_randd
1
100

Featured

See All Featured
The Pragmatic Product Professional
Avatar for Laura Van Doore lauravandoore
35
6.7k
Designing for humans not robots
Avatar for Tammie Lister tammielis
253
25k
No one is an island. Learnings from fostering a developers community.
Avatar for Antonio thoeni
21
3.3k
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
Avatar for Joe Casabona jcasabona
32
2.3k
Six Lessons from altMBA
Avatar for Skipper Chong Warson skipperchong
28
3.8k
Code Reviewing Like a Champion
Avatar for maltzj maltzj
524
40k
Fireside Chat
Avatar for paigeccino paigeccino
37
3.5k
What’s in a name? Adding method to the madness
Avatar for Product Marketing Alliance productmarketing
PRO
23
3.5k
What's in a price? How to price your products and services
Avatar for Michael Herold michaelherold
246
12k
Building a Scalable Design System with Sketch
Avatar for Laura Van Doore lauravandoore
462
33k
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
Avatar for Irina Nazarova irinanazarova
8
790
How STYLIGHT went responsive
Avatar for nonsquared nonsquared
100
5.6k

Transcript

  1. 1. What is autotuning? 2. CompilerGym shell (LLVM) 3. Hill

    climbing (colab notebook) Autotuning https://compilergym.ai

  2. What is autotuning? https://compilergym.ai

  3. Using the shell https://compilergym.ai