René's URL Explorer Experiment

Title: GitHub - ScalingIntelligence/KernelBench: KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)

Open Graph Title: GitHub - ScalingIntelligence/KernelBench: KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)

X Title: GitHub - ScalingIntelligence/KernelBench: KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)

Description: KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs) - ScalingIntelligence/KernelBench

Open Graph Description: KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs) - ScalingIntelligence/KernelBench

X Description: KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs) - ScalingIntelligence/KernelBench

Opengraph URL: https://github.com/ScalingIntelligence/KernelBench

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:9bf0adb6-005c-2673-b149-591188de492d
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	9BC8:3302AB:464D27A:5CB8A79:698C64DD
html-safe-nonce	caa57636749162eaf3a62bb6a4fe0e74d0fe39b69e2f534c41d0cb9a9f33def4
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5QkM4OjMzMDJBQjo0NjREMjdBOjVDQjhBNzk6Njk4QzY0REQiLCJ2aXNpdG9yX2lkIjoiMTc4MzU1MjYyODE5MTE1OTUxOCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	694b12dc6cc9da84ef853ddebe01a729ea783f4e45d0bda269a2c71a0f5d87a1
hovercard-subject-tag	repository:878197542
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/ScalingIntelligence/KernelBench
twitter:image	https://opengraph.githubassets.com/bd8c0c0d22936cf8cb1f9901c719f931967500b2139db8a80dcf78581a1e19ef/ScalingIntelligence/KernelBench
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/bd8c0c0d22936cf8cb1f9901c719f931967500b2139db8a80dcf78581a1e19ef/ScalingIntelligence/KernelBench
og:image:alt	KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs) - ScalingIntelligence/KernelBench
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-control	no-preview
go-import	github.com/ScalingIntelligence/KernelBench git https://github.com/ScalingIntelligence/KernelBench.git
octolytics-dimension-user_id	171742855
octolytics-dimension-user_login	ScalingIntelligence
octolytics-dimension-repository_id	878197542
octolytics-dimension-repository_nwo	ScalingIntelligence/KernelBench
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	878197542
octolytics-dimension-repository_network_root_nwo	ScalingIntelligence/KernelBench
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-target	canary-1
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FScalingIntelligence%2FKernelBench
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FScalingIntelligence%2FKernelBench
Sign up	https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=ScalingIntelligence%2FKernelBench
Reload	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
Reload	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
Reload	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
ScalingIntelligence	https://patch-diff.githubusercontent.com/ScalingIntelligence
KernelBench	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FScalingIntelligence%2FKernelBench
Fork 134	https://patch-diff.githubusercontent.com/login?return_to=%2FScalingIntelligence%2FKernelBench
Star 798	https://patch-diff.githubusercontent.com/login?return_to=%2FScalingIntelligence%2FKernelBench
scalingintelligence.stanford.edu/blogs/kernelbench/	https://scalingintelligence.stanford.edu/blogs/kernelbench/
View license	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/LICENSE
798 stars	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/stargazers
134 forks	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/forks
Branches	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/branches
Tags	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tags
Activity	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2FScalingIntelligence%2FKernelBench
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FScalingIntelligence%2FKernelBench
Code	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
Issues 13	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/issues
Pull requests 18	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/pulls
Actions	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/actions
Projects 0	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/projects
Security 0	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/security
Insights	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/pulse
Code	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
Issues	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/issues
Pull requests	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/pulls
Actions	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/actions
Projects	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/projects
Security	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/security
Insights	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/pulse
Branches	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/branches
Tags	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tags
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/branches
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tags
417 Commits	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/commits/main/
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/commits/main/
KernelBench	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/KernelBench
KernelBench	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/KernelBench
assets/figures	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/assets/figures
assets/figures	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/assets/figures
notebooks	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/notebooks
notebooks	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/notebooks
results/timing	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/results/timing
results/timing	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/results/timing
scripts	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/scripts
scripts	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/scripts
src/kernelbench	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/src/kernelbench
src/kernelbench	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/tree/main/src/kernelbench
.env.example	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/.env.example
.env.example	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/.env.example
.gitignore	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/.gitignore
EVAL.md	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/EVAL.md
EVAL.md	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/EVAL.md
LICENSE	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/LICENSE
README.md	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/README.md
pyproject.toml	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/pyproject.toml
pyproject.toml	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/pyproject.toml
requirements.txt	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/requirements.txt
requirements.txt	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/requirements.txt
README	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
License	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#kernelbench-can-llms-write-efficient-gpu-kernels-icml-25
arXiv	https://arxiv.org/html/2502.10517v1
blog post	https://scalingintelligence.stanford.edu/blogs/kernelbench/
HuggingFace Dataset	https://huggingface.co/datasets/ScalingIntelligence/KernelBench
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/assets/figures/KernelBenchMascot.png
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#versions
v0.1	https://github.com/ScalingIntelligence/KernelBench/tree/v0.1
blog	https://scalingintelligence.stanford.edu/blogs/kernelbenchv01/
v0	https://github.com/ScalingIntelligence/KernelBench/tree/v0
dataset	https://huggingface.co/datasets/ScalingIntelligence/KernelBench
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#-task-description
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/assets/figures/KernelBenchWorkFlow.png
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#️-evaluation
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#methodology
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#overall-benchmark-metric
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#compute-overall-benchmark-performance
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#-directory-structure
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#-set-up
uv	https://docs.astral.sh/uv/getting-started/installation/
Modal	https://modal.com/
tutorial notebook	https://bit.ly/kernelbench-neurips-colab
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#-usage
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#run-on-a-single-problem
example	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/blob/main/src/kernelbench/prompts/model_new_ex_add_thunderkittens.py
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#run-on-all-problems
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#analyze-the-eval-results-to-compute-benchmark-performance
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#multi-turn-framework--integrations
Caesar	https://github.com/ScalingIntelligence/caesar
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#️-upcoming-roadmap
roadmap	https://github.com/ScalingIntelligence/KernelBench/issues/74
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#-known-usage
known usage	https://docs.google.com/document/d/e/2PACX-1vTjS-UMH1HB5n_PENq2k-3YRfXIXkqKIKeNC2zcWMyLPdl4Jrwvdk4dNDVSsM8ybKrCxZB7GJq1slZF/pub
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#-license
	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#citation
scalingintelligence.stanford.edu/blogs/kernelbench/	https://scalingintelligence.stanford.edu/blogs/kernelbench/
benchmark	https://patch-diff.githubusercontent.com/topics/benchmark
tooling	https://patch-diff.githubusercontent.com/topics/tooling
gpu	https://patch-diff.githubusercontent.com/topics/gpu
evaluation	https://patch-diff.githubusercontent.com/topics/evaluation
codegen	https://patch-diff.githubusercontent.com/topics/codegen
rl-environment	https://patch-diff.githubusercontent.com/topics/rl-environment
Readme	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#readme-ov-file
View license	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench#License-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
Activity	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/activity
Custom properties	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/custom-properties
798 stars	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/stargazers
14 watching	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/watchers
134 forks	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FScalingIntelligence%2FKernelBench&report=ScalingIntelligence+%28user%29
Releases	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/ScalingIntelligence/packages?repo_name=KernelBench
Please reload this page	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench
Contributors 21	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/graphs/contributors
	https://github.com/simonguozirui
	https://github.com/anneouyang
	https://github.com/nataliakokoromyti
	https://github.com/shloknatarajan
	https://github.com/willhu-jpg
	https://github.com/pythonomar22
	https://github.com/AffectionateCurry
	https://github.com/PaliC
	https://github.com/simran-arora
	https://github.com/Naqu6
	https://github.com/nathanjpaek
	https://github.com/alexzhang13
	https://github.com/bkal01
	https://github.com/kesavanramakrishnan
+ 7 contributors	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/graphs/contributors
Jupyter Notebook 52.9%	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/search?l=jupyter-notebook
Python 47.1%	https://patch-diff.githubusercontent.com/ScalingIntelligence/KernelBench/search?l=python
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.