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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 · 8 comments
Open

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

aman-095 opened this issue Mar 25, 2024 · 8 comments
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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.

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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

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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]>
aayush0325 pushed a commit to aayush0325/stdlib that referenced this issue Nov 11, 2024
@aman-095 @kgryte @aayush0325
feat: add blas/base/ddot-wasm
e26c47e 
PR-URL: stdlib-js#2986
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
aayush0325 pushed a commit to aayush0325/stdlib that referenced this issue Nov 11, 2024
@aman-095 @kgryte @aayush0325
feat: add blas/base/idamax-wasm
7d5ebf9 
PR-URL: stdlib-js#3016
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
aayush0325 pushed a commit to aayush0325/stdlib that referenced this issue Nov 11, 2024
@aman-095 @kgryte @aayush0325
feat: add blas/base/dasum-wasm
46ad907 
PR-URL: stdlib-js#2987
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
aayush0325 pushed a commit to aayush0325/stdlib that referenced this issue Nov 11, 2024
@aman-095 @kgryte @aayush0325
feat: add blas/base/scopy-wasm
82fbb95 
PR-URL: stdlib-js#3022
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
aayush0325 pushed a commit to aayush0325/stdlib that referenced this issue Nov 11, 2024
@aman-095 @kgryte @aayush0325
feat: add blas/base/sdot-wasm
dd47a1d 
PR-URL: stdlib-js#3025
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
aayush0325 pushed a commit to aayush0325/stdlib that referenced this issue Nov 11, 2024
@aman-095 @kgryte @aayush0325
feat: add blas/base/srot-wasm
a34bfda 
PR-URL: stdlib-js#3028
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
aayush0325 pushed a commit to aayush0325/stdlib that referenced this issue Nov 11, 2024
@aman-095 @kgryte @aayush0325
feat: add blas/base/sasum-wasm
3130280 
PR-URL: stdlib-js#3024
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
aayush0325 pushed a commit to aayush0325/stdlib that referenced this issue Nov 11, 2024
@aman-095 @kgryte @aayush0325
feat: add blas/base/snrm2-wasm
4bc9357 
PR-URL: stdlib-js#3029
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
kgryte added a commit that referenced this issue Nov 15, 2024
@aman-095 @kgryte
feat: add blas/base/drotm-wasm
c442b93 
PR-URL: #3021
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
kgryte added a commit that referenced this issue Nov 17, 2024
@aman-095 @kgryte
feat: add C ndarray implementation for blas/base/zcopy
75e000c 
PR-URL: #3081
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 Nov 17, 2024
@aman-095 @kgryte
feat: add C ndarray implementation for blas/base/zswap
ada1567 
PR-URL: #3080
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 Nov 17, 2024
@aman-095 @kgryte
feat: update JavaScript implementation and add C ndarray implementa…
953e73d 
…tion for `blas/base/cswap`

PR-URL: #3064
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 Nov 18, 2024
@aman-095 @kgryte
feat: update JavaScript implementation and add C ndarray implementa…
17b2358 
…tion for `blas/base/scasum`

PR-URL: #3068
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 Nov 18, 2024
@aman-095 @kgryte
test: add tests for blas/base/cscal-wasm
2defdab 
PR-URL: #3062
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 Nov 18, 2024
@aman-095 @kgryte
feat: update JavaScipt implementation and add C ndarray implementat…
d7925a2 
…ion for `blas/base/ccopy`

PR-URL: #3063
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 Nov 18, 2024
@aman-095 @kgryte @stdlib-bot
feat: add C ndarray implementation for blas/base/zdrot
7462db7 
PR-URL: #3069
Ref: #2039
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]>
kgryte added a commit that referenced this issue Nov 18, 2024
@aman-095 @kgryte @stdlib-bot
feat: add C ndarray implementation for blas/base/csrot
2d0ea39 
PR-URL: #3067
Ref: #2039
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]>
@aman-095 aman-095 mentioned this issue Nov 18, 2024
Merged
1 task
kgryte added a commit that referenced this issue Nov 18, 2024
@aman-095 @kgryte
feat: add C ndarray implementation for blas/base/dznrm2
d05d7b3 
PR-URL: #3130
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Signed-off-by: Athan Reines <[email protected]>
@aman-095 aman-095 mentioned this issue Nov 18, 2024
Merged
1 task
saurabhraghuvanshii pushed a commit to saurabhraghuvanshii/stdlib-gs that referenced this issue Nov 18, 2024
@aman-095 @kgryte @saurabhraghuvanshii
feat: add C ndarray implementation for blas/base/dznrm2
e902afc 
PR-URL: stdlib-js#3130
Ref: stdlib-js#2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]> 
Signed-off-by: Athan Reines <[email protected]>
kgryte pushed a commit that referenced this issue Nov 19, 2024
@aman-095
feat: add C ndarray implementation for blas/base/scnrm2
14b8f08 
PR-URL: #3133
Ref: #2039
Reviewed-by: Athan Reines <[email protected]>
This was referenced Nov 19, 2024
Merged
Merged
@Snehil-Shah Snehil-Shah mentioned this issue Nov 20, 2024
Open
1 task
@aman-095 aman-095 mentioned this issue Nov 21, 2024
Merged
1 task
kgryte added a commit that referenced this issue Nov 21, 2024
@aman-095 @kgryte
feat: add blas/base/cswap-wasm
493db03 
PR-URL: #3211
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
kgryte added a commit that referenced this issue Nov 21, 2024
@aman-095 @kgryte @stdlib-bot
feat: add C ndarray implementation for blas/base/sscal
d23d168 
PR-URL: #3030
Ref: #2039
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]>
kgryte added a commit that referenced this issue Nov 22, 2024
@aman-095 @kgryte
feat: add blas/base/ccopy-wasm
6734e4d 
PR-URL: #3163
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[email protected]>
kgryte added a commit that referenced this issue Nov 22, 2024
@aman-095 @kgryte
feat: add blas/base/csrot-wasm
05aab7d 
PR-URL: #3203
Ref: #2039
Co-authored-by: Athan Reines <[email protected]>
Reviewed-by: Athan Reines <[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.
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