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add/fix things related to tensors and BLAS #228

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@jeffhammond jeffhammond commented May 10, 2022

  1. infintely is spelled wrong but also wrong in meaning. there are not infinitely more possibilities for tensors, merely combinatorially many more.
  2. tensors over BLAS is not optimal although it is common.
  3. added citations related to tensors and BLAS.
  4. GotoBLAS is obsolete. added OpenBLAS instead.
  5. added BLIS and citation.

infintely is spelled wrong but also wrong in meaning.  there are not infinitely more possibilities for tensors, merely combinatorially many more.
1. tensors over BLAS is not optimal although it is common.
2. added citations related to tensors and BLAS.
3. GotoBLAS is obsolete.  added OpenBLAS instead.
4. added BLIS and citation.
@jeffhammond jeffhammond changed the title fix infintely add/fix things related to tensors and BLAS May 10, 2022
BLAS is an API.  Netlib is an implementation.
the vendors are implementing the BLAS API.
they may or may not use code from Netlib
(in some cases we know, in others not).

also note that AMD forked BLIS, which is now
cited elsewhere.  AMD did not create BLIS.
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Thanks @jeffhammond for the fixes! We should clarify that only P1673.bs needs to be edited. I'm not sure why we haven't deleted the old file blas_interface.md yet. If you have the time, it would be excellent to delete it in this PR.

@@ -834,12 +835,16 @@ to some multi-indices in the Cartesian product of extents.
### Tensors

We exclude tensors from this proposal, for the following reasons.
First, tensor libraries naturally build on optimized dense linear
First, tensor libraries often build on optimized dense linear
algebra libraries like the BLAS, so a linear algebra library is a good
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Suggested change
algebra libraries like the BLAS, so a linear algebra library is a good
algebra libraries like the BLAS. Thus, a linear algebra library is a good

@@ -1597,7 +1602,7 @@ pioneering efforts and history lessons.
SLATE Working Notes, Innovative Computing Laboratory, University of
Tennessee Knoxville, Feb. 2018.

* K. Goto and R. A. van de Geijn, "Anatomy of high-performance matrix
* K. Goto and R. A. van de Geijn, ["Anatomy of high-performance matrix
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Good catch!

@mhoemmen
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I added PR #231, which deletes the old blas_interface.md file. I can also check P1674 to see whether we could apply the changes there.

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( @crtrott @nliber @dalg24 )

mhoemmen added a commit to mhoemmen/cpp-proposals-pub that referenced this pull request May 11, 2022
PR ORNL#228 by Jeff Hammond suggests changes to P1673.
Some of those can be applied to P1674 as well.
This PR does that.
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@jeffhammond FYI, we applied these changes to P1674, and deleted the old blas_interface.md file. We can leave this PR open as a reminder to make the same changes to P1673. Thanks!

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