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
2.2k

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
270
CGO'22 Tutorial Outro
Avatar for Chris Cummins chriscummins
0
2.1k
CGO'22 Tutorial Welcome
Avatar for Chris Cummins chriscummins
0
2.3k
CompilerGym CGO'22
Avatar for Chris Cummins chriscummins
0
1.2k
Compiler Fuzzing through Deep Learning (ISSTA'18)
Avatar for Chris Cummins chriscummins
3
960
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
1.9k
Machine Learning & Compilers
Avatar for Chris Cummins chriscummins
1
590

Other Decks in Research

See All in Research
AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
Avatar for SatAI.challenge satai
3
400
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues
Avatar for SatAI.challenge satai
3
290
単施設でできる臨床研究の考え方
Avatar for Shuntaro Sato shuntaros
0
3.1k
AWSで実現した大規模日本語VLM学習用データセット "MOMIJI" 構築パイプライン/buiding-momiji
Avatar for 開発室Graph studio_graph
2
830
Generative Models 2025
Avatar for Hiroshi Takahashi takahashihiroshi
25
14k
Galileo: Learning Global & Local Features of Many Remote Sensing Modalities
Avatar for SatAI.challenge satai
3
410
【輪講資料】Moshi: a speech-text foundation model
for real-time dialogue
Avatar for Hayato Tsukagoshi hpprc
3
770
言語モデルの地図：確率分布と 情報幾何による類似性の可視化
Avatar for Hidetoshi Shimodaira shimosan
8
2k
投資戦略202508
Avatar for Pragmaworks pw
0
570
論文紹介：Safety Alignment Should be Made More Than Just a Few Tokens Deep
Avatar for Kazutoshi Shinoda kazutoshishinoda
0
110
MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation
Avatar for SatAI.challenge satai
4
370
まずはここから：Overleaf共同執筆・CopilotでAIコーディング入門・Codespacesで独立環境
Avatar for Yusuke Matsui matsui_528
2
680

Featured

See All Featured
How to Think Like a Performance Engineer
Avatar for Harry Roberts csswizardry
27
2.2k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
Avatar for Eileen M. Uchitelle eileencodes
140
34k
The Straight Up "How To Draw Better" Workshop
Avatar for Dennis Kardys denniskardys
239
140k
Learning to Love Humans: Emotional Interface Design
Avatar for Aarron Walter aarron
274
41k
Making Projects Easy
Avatar for Brett Harned brettharned
120
6.4k
Code Reviewing Like a Champion
Avatar for maltzj maltzj
526
40k
10 Git Anti Patterns You Should be Aware of
Avatar for Lemi Orhan Ergin lemiorhan
PRO
658
61k
Build your cross-platform service in a week with App Engine
Avatar for Jose L jlugia
234
18k
Responsive Adventures: Dirty Tricks From The Dark Corners of Front-End
Avatar for Vitaly Friedman smashingmag
253
22k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
Avatar for Tammy Everts tammyeverts
55
3.1k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
Avatar for Rebecca Miller-Webster rmw
35
3.2k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
Avatar for Kevin Liebholz kevinliebholz
36
6.1k

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