René's URL Explorer Experiment


Title: [Dev] Improve Dequant performance on CUDA Simt by LeiWang1999 · Pull Request #189 · microsoft/BitBLAS · GitHub

Open Graph Title: [Dev] Improve Dequant performance on CUDA Simt by LeiWang1999 · Pull Request #189 · microsoft/BitBLAS

X Title: [Dev] Improve Dequant performance on CUDA Simt by LeiWang1999 · Pull Request #189 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [Dev] Improve Dequant performance on CUDA Simt by LeiWang1999 · Pull Request #189 · microsoft/BitBLAS

Open Graph Description: This pull request includes several changes to improve error handling, code clarity, and functionality in the bitblas module. The most important changes include adding error handling when loading ru...

X Description: This pull request includes several changes to improve error handling, code clarity, and functionality in the bitblas module. The most important changes include adding error handling when loading ru...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/189

X: @github

direct link

Domain: github.com

route-pattern/_view_fragments/voltron/pull_requests/show/:user_id/:repository/:id/pull_request_layout(.:format)
route-controllervoltron_pull_requests_fragments
route-actionpull_request_layout
fetch-noncev2:c17fa42d-7d78-3d4a-faf0-911630cb0b1e
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idD140:CC9F1:210648:2CB675:6A4C7766
html-safe-nonce8ab7a91072a1ff7d23a92b048f66a4e60ded17f19f1b3514b566a2f21ec55d4a
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEMTQwOkNDOUYxOjIxMDY0ODoyQ0I2NzU6NkE0Qzc3NjYiLCJ2aXNpdG9yX2lkIjoiODA5MzMwMDU5MzI2OTcwMDQ1NCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacb61ad60753f089afce166fd5c227b4480e1d0222e8f3a56bc738a55ddb62be16
hovercard-subject-tagpull_request:2083284062
github-keyboard-shortcutsrepository,pull-request-list,pull-request-conversation,pull-request-files-changed,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///voltron/pull_requests_fragments/pull_request_layout
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/_view_fragments/voltron/pull_requests/show/microsoft/BitBLAS/189/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/926e50ce27f75adaf7f547b14fafc05f2b85021dd1b38efbcf405afcb10b3340/microsoft/BitBLAS/pull/189
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/926e50ce27f75adaf7f547b14fafc05f2b85021dd1b38efbcf405afcb10b3340/microsoft/BitBLAS/pull/189
og:image:altThis pull request includes several changes to improve error handling, code clarity, and functionality in the bitblas module. The most important changes include adding error handling when loading ru...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
og:author:usernameLeiWang1999
hostnamegithub.com
expected-hostnamegithub.com
None3d11bb817438277de2a940854450e83a7d32b6aeb5014e9e6b00a6423900251c
turbo-cache-controlno-cache
go-importgithub.com/microsoft/BitBLAS git https://github.com/microsoft/BitBLAS.git
octolytics-dimension-user_id6154722
octolytics-dimension-user_loginmicrosoft
octolytics-dimension-repository_id762181983
octolytics-dimension-repository_nwomicrosoft/BitBLAS
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id762181983
octolytics-dimension-repository_network_root_nwomicrosoft/BitBLAS
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release56ac743bebb13694b888673bb7257f4b97a4b7fd
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/microsoft/BitBLAS/pull/189#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FBitBLAS%2Fpull%2F189
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FBitBLAS%2Fpull%2F189
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fvoltron%2Fpull_requests_fragments%2Fpull_request_layout&source=header-repo&source_repo=microsoft%2FBitBLAS
Reloadhttps://github.com/microsoft/BitBLAS/pull/189
Reloadhttps://github.com/microsoft/BitBLAS/pull/189
Reloadhttps://github.com/microsoft/BitBLAS/pull/189
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/189
microsoft https://github.com/microsoft
BitBLAShttps://github.com/microsoft/BitBLAS
Notifications https://github.com/login?return_to=%2Fmicrosoft%2FBitBLAS
Fork 59 https://github.com/login?return_to=%2Fmicrosoft%2FBitBLAS
Star 769 https://github.com/login?return_to=%2Fmicrosoft%2FBitBLAS
Code https://github.com/microsoft/BitBLAS
Issues 33 https://github.com/microsoft/BitBLAS/issues
Pull requests 6 https://github.com/microsoft/BitBLAS/pulls
Discussions https://github.com/microsoft/BitBLAS/discussions
Actions https://github.com/microsoft/BitBLAS/actions
Projects https://github.com/microsoft/BitBLAS/projects
Models https://github.com/microsoft/BitBLAS/models
Security and quality 0 https://github.com/microsoft/BitBLAS/security
Insights https://github.com/microsoft/BitBLAS/pulse
Code https://github.com/microsoft/BitBLAS
Issues https://github.com/microsoft/BitBLAS/issues
Pull requests https://github.com/microsoft/BitBLAS/pulls
Discussions https://github.com/microsoft/BitBLAS/discussions
Actions https://github.com/microsoft/BitBLAS/actions
Projects https://github.com/microsoft/BitBLAS/projects
Models https://github.com/microsoft/BitBLAS/models
Security and quality https://github.com/microsoft/BitBLAS/security
Insights https://github.com/microsoft/BitBLAS/pulse
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
Conversationhttps://github.com/microsoft/BitBLAS/pull/189
Commits4 (4)https://github.com/microsoft/BitBLAS/pull/189/commits
Checkshttps://github.com/microsoft/BitBLAS/pull/189/checks
Files changedhttps://github.com/microsoft/BitBLAS/pull/189/files
[Dev] Improve Dequant performance on CUDA Simthttps://github.com/microsoft/BitBLAS/pull/189#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Sep 20, 2024https://github.com/microsoft/BitBLAS/pull/189#issue-2538912189
bitblas/cache/operator.pyhttps://github.com/microsoft/BitBLAS/pull/189/files#diff-f8a4e09cbf6dfcad69926fd793e0d0e61ce69b4732bfa515c16fded27079b3c5R146-R155
bitblas/gpu/matmul.pyhttps://github.com/microsoft/BitBLAS/pull/189/files#diff-1212c8247822f8bfa8adced31b51891ec5dd7ec969fb1720d84066be23bf1b01L467-R468
bitblas/gpu/matmul.pyhttps://github.com/microsoft/BitBLAS/pull/189/files#diff-1212c8247822f8bfa8adced31b51891ec5dd7ec969fb1720d84066be23bf1b01R492-R504
[1]https://github.com/microsoft/BitBLAS/pull/189/files#diff-1212c8247822f8bfa8adced31b51891ec5dd7ec969fb1720d84066be23bf1b01R492-R504
[2]https://github.com/microsoft/BitBLAS/pull/189/files#diff-1212c8247822f8bfa8adced31b51891ec5dd7ec969fb1720d84066be23bf1b01L517-R514
bitblas/gpu/matmul.pyhttps://github.com/microsoft/BitBLAS/pull/189/files#diff-1212c8247822f8bfa8adced31b51891ec5dd7ec969fb1720d84066be23bf1b01R653-R670
bitblas/ops/operator.pyhttps://github.com/microsoft/BitBLAS/pull/189/files#diff-e46691c9facadb5aa0aba8bd63c10c3683f74f7d5fb77d1eb4c112e60dbe5682L376-R380
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/189
LeiWang1999https://github.com/LeiWang1999
September 18, 2024 06:27https://github.com/microsoft/BitBLAS/pull/189#commits-pushed-4183ae1
https://github.com/LeiWang1999
fix for int8 gemmhttps://github.com/microsoft/BitBLAS/pull/189/commits/4183ae1786ad5cde630153690a77eacf77855e3e
4183ae1https://github.com/microsoft/BitBLAS/pull/189/commits/4183ae1786ad5cde630153690a77eacf77855e3e
https://github.com/LeiWang1999
T4https://github.com/microsoft/BitBLAS/pull/189/commits/e64c91d818afcc64ced5e291e367fcf66c449579
e64c91dhttps://github.com/microsoft/BitBLAS/pull/189/commits/e64c91d818afcc64ced5e291e367fcf66c449579
https://github.com/LeiWang1999
Refactor code to handle loading of runtime module and handle exceptionshttps://github.com/microsoft/BitBLAS/pull/189/commits/81d7d3ecff02e127486923d66b8bb0a9c4daa0ce
81d7d3ehttps://github.com/microsoft/BitBLAS/pull/189/commits/81d7d3ecff02e127486923d66b8bb0a9c4daa0ce
https://github.com/LeiWang1999
merge from upstreamhttps://github.com/microsoft/BitBLAS/pull/189/commits/87db1b8f1df8166a1d3bedb683c8d1c8286d122d
87db1b8https://github.com/microsoft/BitBLAS/pull/189/commits/87db1b8f1df8166a1d3bedb683c8d1c8286d122d
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
6333d3bhttps://github.com/microsoft/BitBLAS/commit/6333d3b7c119f31f5aec6832392ce1b4651c09c5
Sep 20, 2024https://github.com/microsoft/BitBLAS/pull/189#event-14341827254
https://github.co/hiddenchars
https://github.com/microsoft/BitBLAS/pull/{{ revealButtonHref }}
Sign up for freehttps://github.com/join?source=comment-repo
Sign inhttps://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FBitBLAS%2Fpull%2F189
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/189
https://github.com/LeiWang1999
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.