René's URL Explorer Experiment


Title: [BUGFix] Introduce our own `asser_close` to allow few mismatch elements for some case by LeiWang1999 · Pull Request #249 · microsoft/BitBLAS · GitHub

Open Graph Title: [BUGFix] Introduce our own `asser_close` to allow few mismatch elements for some case by LeiWang1999 · Pull Request #249 · microsoft/BitBLAS

X Title: [BUGFix] Introduce our own `asser_close` to allow few mismatch elements for some case by LeiWang1999 · Pull Request #249 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [BUGFix] Introduce our own `asser_close` to allow few mismatch elements for some case by LeiWang1999 · Pull Request #249 · microsoft/BitBLAS

Open Graph Description: During ci testing with with_scaling=False, some test case may fail due to the range of uint4/int4 is too wide. This can lead to some mismatch elements when we leverage torch.testing.assert_close, e...

X Description: During ci testing with with_scaling=False, some test case may fail due to the range of uint4/int4 is too wide. This can lead to some mismatch elements when we leverage torch.testing.assert_close, e...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/249

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-noncev2:2552c59b-f433-dcd1-76d6-09dcb367ffd8
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idCF64:1E2E76:15C52B1:1DED1ED:6A4C8914
html-safe-nonce2c785a9badf2627a13d7d91a192067d76850620437e42619cf7759569aa89117
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDRjY0OjFFMkU3NjoxNUM1MkIxOjFERUQxRUQ6NkE0Qzg5MTQiLCJ2aXNpdG9yX2lkIjoiMjY5MDEwNDA2MjcwMzg2NDA4NCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacb6508c2282b2bb0f3b05a10727321f2cfde65752cbad8965008413a8fddee7f7
hovercard-subject-tagpull_request:2203051831
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/249/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/6bc0f75ecef927cd7aa00f54eb087092f2291dcc24e0d56d7a2cc2e221ae1c05/microsoft/BitBLAS/pull/249
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/6bc0f75ecef927cd7aa00f54eb087092f2291dcc24e0d56d7a2cc2e221ae1c05/microsoft/BitBLAS/pull/249
og:image:altDuring ci testing with with_scaling=False, some test case may fail due to the range of uint4/int4 is too wide. This can lead to some mismatch elements when we leverage torch.testing.assert_close, e...
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
release7a2dede45637df6b92ddcfe2a557e67d4b5854ae
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/microsoft/BitBLAS/pull/249#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FBitBLAS%2Fpull%2F249
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%2F249
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/249
Reloadhttps://github.com/microsoft/BitBLAS/pull/249
Reloadhttps://github.com/microsoft/BitBLAS/pull/249
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/249
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/249
Commits12 (12)https://github.com/microsoft/BitBLAS/pull/249/commits
Checkshttps://github.com/microsoft/BitBLAS/pull/249/checks
Files changedhttps://github.com/microsoft/BitBLAS/pull/249/files
[BUGFix] Introduce our own asser_close to allow few mismatch elements for some casehttps://github.com/microsoft/BitBLAS/pull/249#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Nov 27, 2024https://github.com/microsoft/BitBLAS/pull/249#issue-2697908709
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/249
November 10, 2024 16:10https://github.com/microsoft/BitBLAS/pull/249#commits-pushed-2a0f59c
relax transform updatehttps://github.com/microsoft/BitBLAS/pull/249/commits/2a0f59cc1f5442241b5ea15dd48bc154ca504a28
2a0f59chttps://github.com/microsoft/BitBLAS/pull/249/commits/2a0f59cc1f5442241b5ea15dd48bc154ca504a28
End2end Fixhttps://github.com/microsoft/BitBLAS/pull/249/commits/b4754073b711e980820d13d3ceb985e519f880c7
b475407https://github.com/microsoft/BitBLAS/pull/249/commits/b4754073b711e980820d13d3ceb985e519f880c7
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/249/commits/b0738baf65fe8a5ff213d64dfc05fbfcff93a4d8
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into relaxhttps://github.com/microsoft/BitBLAS/pull/249/commits/b0738baf65fe8a5ff213d64dfc05fbfcff93a4d8
b0738bahttps://github.com/microsoft/BitBLAS/pull/249/commits/b0738baf65fe8a5ff213d64dfc05fbfcff93a4d8
lint fixhttps://github.com/microsoft/BitBLAS/pull/249/commits/f23a2ecd934de40e6aa9fde1ebe26b63abdc5db1
f23a2echttps://github.com/microsoft/BitBLAS/pull/249/commits/f23a2ecd934de40e6aa9fde1ebe26b63abdc5db1
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/249/commits/79826b6e360b27ba7cdf960ffc3f04a45c6a0139
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into relaxhttps://github.com/microsoft/BitBLAS/pull/249/commits/79826b6e360b27ba7cdf960ffc3f04a45c6a0139
79826b6https://github.com/microsoft/BitBLAS/pull/249/commits/79826b6e360b27ba7cdf960ffc3f04a45c6a0139
https://github.com/LeiWang1999
bf16 test fixhttps://github.com/microsoft/BitBLAS/pull/249/commits/1961bc434ce95c0cb8aac21fae0910873dac855d
1961bc4https://github.com/microsoft/BitBLAS/pull/249/commits/1961bc434ce95c0cb8aac21fae0910873dac855d
https://github.com/LeiWang1999
format fixhttps://github.com/microsoft/BitBLAS/pull/249/commits/3aa5d825c64d4b20d6bd3d3cac00e9886fd91a84
3aa5d82https://github.com/microsoft/BitBLAS/pull/249/commits/3aa5d825c64d4b20d6bd3d3cac00e9886fd91a84
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/249/commits/353e2798ecf06c49a97610f02ae4943ab8f03807
353e279https://github.com/microsoft/BitBLAS/pull/249/commits/353e2798ecf06c49a97610f02ae4943ab8f03807
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/249/commits/7eb315f600387842edb6f3d05cf4c8c3bfab763e
7eb315fhttps://github.com/microsoft/BitBLAS/pull/249/commits/7eb315f600387842edb6f3d05cf4c8c3bfab763e
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/249/commits/c1b452f93623f2f220f13fcb12e8910cc14adfbb
c1b452fhttps://github.com/microsoft/BitBLAS/pull/249/commits/c1b452f93623f2f220f13fcb12e8910cc14adfbb
https://github.com/LeiWang1999
update commitshttps://github.com/microsoft/BitBLAS/pull/249/commits/fe93429f51c1e2d1594bd2a8b5862f89a3ca11df
fe93429https://github.com/microsoft/BitBLAS/pull/249/commits/fe93429f51c1e2d1594bd2a8b5862f89a3ca11df
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/249/commits/ccac456b376b8c0a21d89149f6e07268b959796d
ccac456https://github.com/microsoft/BitBLAS/pull/249/commits/ccac456b376b8c0a21d89149f6e07268b959796d
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
6895496https://github.com/microsoft/BitBLAS/commit/689549663a834985186a4bc0691553fa54195ef0
Nov 28, 2024https://github.com/microsoft/BitBLAS/pull/249#event-15460008460
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Nov 28, 2024 https://github.com/microsoft/BitBLAS/pull/249#ref-issue-2482579949
Release Plan of BitBLAS 0.0.1 #150 https://github.com/microsoft/BitBLAS/issues/150
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%2F249
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/249
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.