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aman-095 opened this issue Mar 25, 2024 · 12 comments · Fixed by #3456
Open

[RFC]: Add BLAS bindings and implementations for linear algebra (tracking issue) #2039

aman-095 opened this issue Mar 25, 2024 · 12 comments · Fixed by #3456
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Accepted RFC feature request which has been accepted. BLAS Issue or pull request related to Basic Linear Algebra Subprograms (BLAS). C Issue involves or relates to C. difficulty: 4 Likely to be moderately difficult. Feature Issue or pull request for adding a new feature. Fortran Issue involves or relates to Fortran. JavaScript Issue involves or relates to JavaScript. Native Addons Issue involves or relates to Node.js native add-ons. priority: High High priority concern or feature request. RFC Request for comments. Feature requests and proposed changes. status: In Progress Issue or pull request which is in progress. Tracking Issue Tracking issue. WebAssembly Issue involves or relates to WebAssembly.

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@aman-095
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aman-095 commented Mar 25, 2024 •
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Description

This RFC proposes adding BLAS routines. The purpose of this issue is to serve as a tracking issue for adding BLAS routines.

Implementation Status for BLAS Routines

Level 1

Single Precision

  • SROTG
    • JavaScript
    • C/Fortran
  • SROTMG
    • JavaScript
    • C/Fortran
  • SROT
    • JavaScript
    • C/Fortran
  • SROTM
    • JavaScript
    • C/Fortran
  • SSWAP
    • JavaScript
    • C/Fortran
  • SSCAL
    • JavaScript
    • C/Fortran
  • SCOPY
    • JavaScript
    • C/Fortran
  • SAXPY
    • JavaScript
    • C/Fortran
  • SDOT
    • JavaScript
    • C/Fortran
  • SDSDOT
    • JavaScript
    • C/Fortran
  • SNRM2
    • JavaScript
    • C/Fortran
  • SCNRM2
    • JavaScript
    • C/Fortran
  • SASUM
    • JavaScript
    • C/Fortran
  • ISAMAX
    • JavaScript
    • C/Fortran

Double Precision

  • DROTG
    • JavaScript
    • C/Fortran
  • DROTMG
    • JavaScript
    • C/Fortran
  • DROT
    • JavaScript
    • C/Fortran
  • DROTM
    • JavaScript
    • C/Fortran
  • DSWAP
    • JavaScript
    • C/Fortran
  • DSCAL
    • JavaScript
    • C/Fortran
  • DCOPY
    • JavaScript
    • C/Fortran
  • DAXPY
    • JavaScript
    • C/Fortran
  • DDOT
    • JavaScript
    • C/Fortran
  • DSDOT
    • JavaScript
    • C/Fortran
  • DNRM2
    • JavaScript
    • C/Fortran
  • DZNRM2
    • JavaScript
    • C/Fortran
  • DASUM
    • JavaScript
    • C/Fortran
  • IDAMAX
    • JavaScript
    • C/Fortran

Complex Single

  • CROTG
    • JavaScript
    • C/Fortran
  • CSROT
    • JavaScript
    • C/Fortran
  • CSWAP
    • JavaScript
    • C/Fortran
  • CSCAL
    • JavaScript
    • C/Fortran
  • CSSCAL
    • JavaScript
    • C/Fortran
  • CCOPY
    • JavaScript
    • C/Fortran
  • CAXPY
    • JavaScript
    • C/Fortran
  • CDOTU
    • JavaScript
    • C/Fortran
  • CDOTC
    • JavaScript
    • C/Fortran
  • SCASUM
    • JavaScript
    • C/Fortran
  • ICAMAX
    • JavaScript
    • C/Fortran

Complex Double

  • ZROTG
    • JavaScript
    • C/Fortran
  • ZDROT
    • JavaScript
    • C/Fortran
  • ZSWAP
    • JavaScript
    • C/Fortran
  • ZSCAL
    • JavaScript
    • C/Fortran
  • ZDSCAL
    • JavaScript
    • C/Fortran
  • ZCOPY
    • JavaScript
    • C/Fortran
  • ZAXPY
    • JavaScript
    • C/Fortran
  • ZDOTU
    • JavaScript
    • C/Fortran
  • ZDOTC
    • JavaScript
    • C/Fortran
  • DZASUM
    • JavaScript
    • C/Fortran
  • IZAMAX
    • JavaScript
    • C/Fortran

Level 2

Single Precision

  • SGEMV
    • JavaScript
    • C/Fortran
  • SGBMV
    • JavaScript
    • C/Fortran
  • SSYMV
    • JavaScript
    • C/Fortran
  • SSBMV
    • JavaScript
    • C/Fortran
  • SSPMV
    • JavaScript
    • C/Fortran
  • STRMV
    • JavaScript
    • C/Fortran
  • STBMV
    • JavaScript
    • C/Fortran
  • STPMV
    • JavaScript
    • C/Fortran
  • STRSV
    • JavaScript
    • C/Fortran
  • STBSV
    • JavaScript
    • C/Fortran
  • STPSV
    • JavaScript
    • C/Fortran
  • SGER
    • JavaScript
    • C/Fortran
  • SSYR
    • JavaScript
    • C/Fortran
  • SSPR
    • JavaScript
    • C/Fortran
  • SSYR2
    • JavaScript
    • C/Fortran
  • SSPR2
    • JavaScript
    • C/Fortran

Double Precision

  • DGEMV
    • JavaScript
    • C/Fortran
  • DGBMV
    • JavaScript
    • C/Fortran
  • DSYMV
    • JavaScript
    • C/Fortran
  • DSBMV
    • JavaScript
    • C/Fortran
  • DSPMV
    • JavaScript
    • C/Fortran
  • DTRMV
    • JavaScript
    • C/Fortran
  • DTBMV
    • JavaScript
    • C/Fortran
  • DTPMV
    • JavaScript
    • C/Fortran
  • DTRSV
    • JavaScript
    • C/Fortran
  • DTBSV
    • JavaScript
    • C/Fortran
  • DTPSV
    • JavaScript
    • C/Fortran
  • DGER
    • JavaScript
    • C/Fortran
  • DSYR
    • JavaScript
    • C/Fortran
  • DSPR
    • JavaScript
    • C/Fortran
  • DSYR2
    • JavaScript
    • C/Fortran
  • DSPR2
    • JavaScript
    • C/Fortran

Complex Single

  • CGEMV
    • JavaScript
    • C/Fortran
  • CGBMV
    • JavaScript
    • C/Fortran
  • CHEMV
    • JavaScript
    • C/Fortran
  • CHBMV
    • JavaScript
    • C/Fortran
  • CHPMV
    • JavaScript
    • C/Fortran
  • CTRMV
    • JavaScript
    • C/Fortran
  • CTBMV
    • JavaScript
    • C/Fortran
  • CTPMV
    • JavaScript
    • C/Fortran
  • CTRSV
    • JavaScript
    • C/Fortran
  • CTBSV
    • JavaScript
    • C/Fortran
  • CTPSV
    • JavaScript
    • C/Fortran
  • CGERU
    • JavaScript
    • C/Fortran
  • CGERC
    • JavaScript
    • C/Fortran
  • CHER
    • JavaScript
    • C/Fortran
  • CHPR
    • JavaScript
    • C/Fortran
  • CHER2
    • JavaScript
    • C/Fortran
  • CHPR2
    • JavaScript
    • C/Fortran

Complex Double

  • ZGEMV
    • JavaScript
    • C/Fortran
  • ZGBMV
    • JavaScript
    • C/Fortran
  • ZHEMV
    • JavaScript
    • C/Fortran
  • ZHBMV
    • JavaScript
    • C/Fortran
  • ZHPMV
    • JavaScript
    • C/Fortran
  • ZTRMV
    • JavaScript
    • C/Fortran
  • ZTBMV
    • JavaScript
    • C/Fortran
  • ZTPMV
    • JavaScript
    • C/Fortran
  • ZTRSV
    • JavaScript
    • C/Fortran
  • ZTBSV
    • JavaScript
    • C/Fortran
  • ZTPSV
    • JavaScript
    • C/Fortran
  • ZGERU
    • JavaScript
    • C/Fortran
  • ZGERC
    • JavaScript
    • C/Fortran
  • ZHER
    • JavaScript
    • C/Fortran
  • ZHPR
    • JavaScript
    • C/Fortran
  • ZHER2
    • JavaScript
    • C/Fortran
  • ZHPR2
    • JavaScript
    • C/Fortran

Level 3

Single Precision

  • SGEMM
    • JavaScript
    • C/Fortran
  • SSYMM
    • JavaScript
    • C/Fortran
  • SSYRK
    • JavaScript
    • C/Fortran
  • SSYR2K
    • JavaScript
    • C/Fortran
  • STRMM
    • JavaScript
    • C/Fortran
  • STRSM
    • JavaScript
    • C/Fortran

Double Precision

  • DGEMM
    • JavaScript
    • C/Fortran
  • DSYMM
    • JavaScript
    • C/Fortran
  • DSYRK
    • JavaScript
    • C/Fortran
  • DSYR2K
    • JavaScript
    • C/Fortran
  • DTRMM
    • JavaScript
    • C/Fortran
  • DTRSM
    • JavaScript
    • C/Fortran

Complex Single

  • CGEMM
    • JavaScript
    • C/Fortran
  • CSYMM
    • JavaScript
    • C/Fortran
  • CHEMM
    • JavaScript
    • C/Fortran
  • CSYRK
    • JavaScript
    • C/Fortran
  • CHERK
    • JavaScript
    • C/Fortran
  • CSYR2K
    • JavaScript
    • C/Fortran
  • CHER2K
    • JavaScript
    • C/Fortran
  • CTRMM
    • JavaScript
    • C/Fortran
  • CTRSM
    • JavaScript
    • C/Fortran

Complex Double

  • ZGEMM
    • JavaScript
    • C/Fortran
  • ZSYMM
    • JavaScript
    • C/Fortran
  • ZHEMM
    • JavaScript
    • C/Fortran
  • ZSYRK
    • JavaScript
    • C/Fortran
  • ZHERK
    • JavaScript
    • C/Fortran
  • ZSYR2K
    • JavaScript
    • C/Fortran
  • ZHER2K
    • JavaScript
    • C/Fortran
  • ZTRMM
    • JavaScript
    • C/Fortran
  • ZTRSM
    • JavaScript
    • C/Fortran

Related Issues

None.

Questions

No.

Other

No.

Checklist

  • I have read and understood the Code of Conduct.
  • Searched for existing issues and pull requests.
  • The issue name begins with RFC:.
@performant23 performant23 mentioned this issue Mar 26, 2024
Closed
3 tasks
@AuenKr AuenKr mentioned this issue Mar 26, 2024
Closed
6 tasks
@kgryte kgryte added RFC Request for comments. Feature requests and proposed changes. Feature Issue or pull request for adding a new feature. Native Addons Issue involves or relates to Node.js native add-ons. Accepted RFC feature request which has been accepted. BLAS Issue or pull request related to Basic Linear Algebra Subprograms (BLAS). priority: High High priority concern or feature request. Tracking Issue Tracking issue. Fortran Issue involves or relates to Fortran. C Issue involves or relates to C. difficulty: 4 Likely to be moderately difficult. JavaScript Issue involves or relates to JavaScript. labels Mar 28, 2024
@performant23 performant23 mentioned this issue Mar 30, 2024
Closed
6 tasks
@aman-095 aman-095 mentioned this issue Apr 1, 2024
Closed
6 tasks
kgryte added a commit that referenced this issue Apr 3, 2024
@aman-095 @kgryte
feat: add blas/base/zcopy
1dda7d2 
PR-URL: 	#2064
Ref: #2039
Co-authored-by: Athan Reines <kgryte@gmail.com>
Reviewed-by: Athan Reines <kgryte@gmail.com> 
Signed-off-by: Athan Reines <kgryte@gmail.com>
kgryte added a commit that referenced this issue Apr 3, 2024
@performant23 @kgryte @stdlib-bot
feat: add blas/base/zswap
7155e52 
PR-URL: 	#2075
Closes: #2047
Ref: #2039
Ref: https://netlib.org/lapack/explore-html-3.6.1/d2/df9/group__complex16__blas__level1_ga13a187010a0cae1fef2820072404e857.html#ga13a187010a0cae1fef2820072404e857
Co-authored-by: Athan Reines <kgryte@gmail.com>
Reviewed-by: Athan Reines <kgryte@gmail.com> 
Signed-off-by: Athan Reines <kgryte@gmail.com>
Co-authored-by: stdlib-bot <82920195+stdlib-bot@users.noreply.github.com>
@performant23 performant23 mentioned this issue Apr 5, 2024
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3 tasks
@aman-095
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Working on idamax and isamax level 1 routines. 

@kgryte
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kgryte commented Apr 12, 2024

@performant23 That one is already being worked on in #2104.

@kgryte
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kgryte commented Apr 12, 2024

@performant23 Maybe try dznrm2?

@performant23
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performant23 commented Apr 12, 2024 •
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Oh, hey! I think csscal is different right? In cscal we have a complex scalar and in csscal we have a real scalar if I remember correctly.

@kgryte
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kgryte commented Apr 12, 2024

Ah, you're right. That one should be straightforward.

This was referenced Apr 15, 2024
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@performant23
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Hi @kgryte, we would need a generic interface to perform Givens rotation with vectors of other data types like integers, right? If so, I'd like to work on such an interface i.e. grot to get an idea of how generic g* interfaces are sampled from their equivalent d* implementations and also since we have implementations for those available for this package (JS implementation for drot is reviewed), this should be good to go!

@aman-095
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Working on Level 1 routine drotm

@kgryte
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kgryte commented Apr 16, 2024

@performant23 Yes, go for it. The one thing you need to do is ensure accessor array support. See gcopy and gswap for an idea.

kgryte added a commit that referenced this issue Apr 16, 2024
@aman-095 @kgryte
feat: add blas/base/idamax
95653a3 
PR-URL: 	#2152
Ref: #2039
Co-authored-by: Athan Reines <kgryte@gmail.com>
Reviewed-by: Athan Reines <kgryte@gmail.com>
Reviewed-by: Philipp Burckhardt <pburckhardt@outlook.com>
Reviewed-by: Pranav Goswami <goswami.4@iitj.ac.in>
kgryte added a commit that referenced this issue Apr 19, 2024
@aman-095 @kgryte @Pranavchiku
feat: add blas/base/drot
3f1caa3 
PR-URL: #1823
Closes: #276
Ref: #2039
Co-authored-by: Athan Reines <kgryte@gmail.com>
Co-authored-by: Pranav Goswami <goswami.4@iitj.ac.in>
Reviewed-by: Athan Reines <kgryte@gmail.com> 
Reviewed-by: Pranav Goswami <goswami.4@iitj.ac.in>
Signed-off-by: Athan Reines <kgryte@gmail.com>
Signed-off-by: Pranav Goswami <goswami.4@iitj.ac.in>
ShabiShett07 pushed a commit to ShabiShett07/stdlib that referenced this issue Feb 26, 2025
@aman-095 @kgryte @ShabiShett07
feat: add blas/base/wasm/sscal
34145fc 
PR-URL: stdlib-js#5224
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <kgryte@gmail.com>
Reviewed-by: Athan Reines <kgryte@gmail.com>
ShabiShett07 pushed a commit to ShabiShett07/stdlib that referenced this issue Feb 26, 2025
@aman-095 @kgryte
@stdlib-bot @ShabiShett07
feat: add C ndarray implementation for blas/base/zscal
f42098f 
PR-URL: stdlib-js#4864
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <kgryte@gmail.com>
Reviewed-by: Athan Reines <kgryte@gmail.com> 
Co-authored-by: stdlib-bot <noreply@stdlib.io>
@ShabiShett07 ShabiShett07 mentioned this issue Feb 26, 2025
Closed
1 task
@gururaj1512 gururaj1512 mentioned this issue Mar 6, 2025
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kgryte added a commit that referenced this issue Mar 9, 2025
@gururaj1512 @kgryte
feat: add blas/base/wasm/srotm
8dc3f35 
PR-URL: https://github.com/stodlib-js/stdlib/pull/5824
Ref: #2039
Co-authored-by: Athan Reines <kgryte@gmail.com>
Reviewed-by: Athan Reines <kgryte@gmail.com> 
Signed-off-by: Gururaj Gurram <143020143+gururaj1512@users.noreply.github.com>
Signed-off-by: Athan Reines <kgryte@gmail.com>
@ShabiShett07 ShabiShett07 mentioned this issue Mar 9, 2025
Open
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@gururaj1512 gururaj1512 mentioned this issue Apr 8, 2025
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kgryte added a commit that referenced this issue Apr 19, 2025
@ShabiShett07 @kgryte @stdlib-bot
feat: add blas/base/wasm/sswap
d7c6f8e 
PR-URL: #6582
Ref: #2039
Co-authored-by: Athan Reines <kgryte@gmail.com>
Reviewed-by: Athan Reines <kgryte@gmail.com> 
Co-authored-by: stdlib-bot <noreply@stdlib.io>
This was referenced Apr 20, 2025
Merged
Merged
kgryte pushed a commit that referenced this issue Apr 22, 2025
@ShabiShett07 @stdlib-bot
feat: add blas/base/wasm/dsdot
dae553b 
PR-URL: #6751
Ref: #2039
Reviewed-by: Athan Reines <kgryte@gmail.com>
Co-authored-by: stdlib-bot <noreply@stdlib.io>
@ShabiShett07
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There is a PR #2518 for dtrsm, I am mentioning this PR so that there is no confusion about duplicate PRs.

This was referenced Apr 25, 2025
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kgryte added a commit that referenced this issue Apr 29, 2025
@ShabiShett07 @kgryte @stdlib-bot
feat: add blas/base/wasm/sdsdot
6570841 
PR-URL: #6768
Ref: #2039
Co-authored-by: Athan Reines <kgryte@gmail.com>
Reviewed-by: Athan Reines <kgryte@gmail.com> 
Co-authored-by: stdlib-bot <noreply@stdlib.io>
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Accepted RFC feature request which has been accepted. BLAS Issue or pull request related to Basic Linear Algebra Subprograms (BLAS). C Issue involves or relates to C. difficulty: 4 Likely to be moderately difficult. Feature Issue or pull request for adding a new feature. Fortran Issue involves or relates to Fortran. JavaScript Issue involves or relates to JavaScript. Native Addons Issue involves or relates to Node.js native add-ons. priority: High High priority concern or feature request. RFC Request for comments. Feature requests and proposed changes. status: In Progress Issue or pull request which is in progress. Tracking Issue Tracking issue. WebAssembly Issue involves or relates to WebAssembly.
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