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

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aman-095 opened this issue Mar 25, 2024 · 11 comments · Fixed by #3456 · May be fixed by #4710, #5246 or #5257
Open

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

aman-095 opened this issue Mar 25, 2024 · 11 comments · Fixed by #3456 · May be fixed by #4710, #5246 or #5257
Labels
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 <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Signed-off-by: Athan Reines <[email protected]>
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 <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Signed-off-by: Athan Reines <[email protected]>
Co-authored-by: stdlib-bot <[email protected]>
@performant23 performant23 mentioned this issue Apr 5, 2024
Open
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?

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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 <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
Reviewed-by: Philipp Burckhardt <[email protected]>
Reviewed-by: Pranav Goswami <[email protected]>
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 <[email protected]>
Co-authored-by: Pranav Goswami <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Reviewed-by: Pranav Goswami <[email protected]>
Signed-off-by: Athan Reines <[email protected]>
Signed-off-by: Pranav Goswami <[email protected]>
kgryte added a commit that referenced this issue Jan 19, 2025
@rreusser @kgryte
feat: add blas/base/zdscal
4b88dd6 
PR-URL: #4738
Ref: #2464
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
saurabhraghuvanshii pushed a commit to saurabhraghuvanshii/stdlib-gs that referenced this issue Jan 19, 2025
@rreusser @kgryte @saurabhraghuvanshii
feat: add blas/base/zdscal
b7e79c5 
PR-URL: stdlib-js#4738
Ref: stdlib-js#2464
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
@aman-095 aman-095 mentioned this issue Jan 23, 2025
Merged
1 task
Neerajpathak07 pushed a commit to Neerajpathak07/stdlib that referenced this issue Jan 23, 2025
@rreusser @kgryte @Neerajpathak07
feat: add blas/base/zdscal
20d210e 
PR-URL: stdlib-js#4738
Ref: stdlib-js#2464
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
@ShabiShett07
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I have given a try to create a SROTMG package please do check it!

@ShabiShett07 ShabiShett07 mentioned this issue Feb 2, 2025
Closed
1 task
Vinit-Pandit pushed a commit to Vinit-Pandit/stdlibMine that referenced this issue Feb 4, 2025
@rreusser @kgryte @Vinit-Pandit
feat: add blas/base/zdscal
e94ddd3 
PR-URL: stdlib-js#4738
Ref: stdlib-js#2464
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
@ShabiShett07 ShabiShett07 mentioned this issue Feb 5, 2025
Open
1 task
kgryte added a commit that referenced this issue Feb 8, 2025
@aman-095 @kgryte @stdlib-bot
feat: add blas/base/wasm/zswap
5cdd9f7 
PR-URL: #4011
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
kgryte added a commit that referenced this issue Feb 8, 2025
@aman-095 @kgryte @stdlib-bot
feat: add blas/base/wasm/zcopy
e28cc73 
PR-URL: #3982
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
kgryte added a commit that referenced this issue Feb 8, 2025
@aman-095 @kgryte @stdlib-bot
feat: add blas/base/wasm/isamax
cd30ae4 
PR-URL: #3984
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
kgryte added a commit that referenced this issue Feb 8, 2025
@aman-095 @kgryte @stdlib-bot
feat: add C implementation for blas/base/ssyr
924f85a 
PR-URL: #2877
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
@ShabiShett07 ShabiShett07 mentioned this issue Feb 9, 2025
Closed
1 task
saurabhraghuvanshii pushed a commit to saurabhraghuvanshii/stdlib-gs that referenced this issue Feb 11, 2025
@aman-095 @kgryte
@stdlib-bot @saurabhraghuvanshii
feat: add blas/base/wasm/zswap
aaf5f98 
PR-URL: stdlib-js#4011
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
saurabhraghuvanshii pushed a commit to saurabhraghuvanshii/stdlib-gs that referenced this issue Feb 11, 2025
@aman-095 @kgryte
@stdlib-bot @saurabhraghuvanshii
feat: add blas/base/wasm/zcopy
d87e07b 
PR-URL: stdlib-js#3982
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
saurabhraghuvanshii pushed a commit to saurabhraghuvanshii/stdlib-gs that referenced this issue Feb 11, 2025
@aman-095 @kgryte
@stdlib-bot @saurabhraghuvanshii
feat: add blas/base/wasm/isamax
5b881f9 
PR-URL: stdlib-js#3984
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
saurabhraghuvanshii pushed a commit to saurabhraghuvanshii/stdlib-gs that referenced this issue Feb 11, 2025
@aman-095 @kgryte
@stdlib-bot @saurabhraghuvanshii
feat: add C implementation for blas/base/ssyr
f58fbed 
PR-URL: stdlib-js#2877
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
This was referenced Feb 11, 2025
Open
Closed
Closed
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Open
@aman-095 aman-095 mentioned this issue Feb 15, 2025
Merged
1 task
kgryte added a commit that referenced this issue Feb 16, 2025
@aman-095 @kgryte @stdlib-bot
feat: add C implementation for blas/base/sspr
8d34c0c 
PR-URL: #4491
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
kgryte added a commit that referenced this issue Feb 16, 2025
@aman-095 @kgryte
feat: add blas/base/wasm/sscal
402bd40 
PR-URL: #5224
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
kgryte added a commit that referenced this issue Feb 16, 2025
@aman-095 @kgryte @stdlib-bot
feat: add C ndarray implementation for blas/base/zscal
c86e76e 
PR-URL: #4864
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Co-authored-by: stdlib-bot <[email protected]>
@ShabiShett07 ShabiShett07 linked a pull request Feb 16, 2025 that will close this issue
Draft
1 task
This was referenced Feb 17, 2025
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kgryte pushed a commit that referenced this issue Feb 19, 2025
@aman-095 @stdlib-bot
feat: add blas/base/wasm/zdrot
99dc0fd 
PR-URL: #5293
Ref: #2039
Reviewed-by: Athan Reines <[email protected]>
Co-authored-by: stdlib-bot <[email protected]>
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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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