kokkos-kernels
Kokkos C++ Performance Portability Programming Ecosystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels (by kokkos)
stdBLAS
Reference Implementation for stdBLAS (by kokkos)
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| kokkos-kernels | stdBLAS | |
|---|---|---|
| 1 | 4 | |
| 276 | 103 | |
| 3.3% | - | |
| 9.1 | 3.3 | |
| 4 days ago | 23 days ago | |
| C++ | C++ | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
kokkos-kernels
Posts with mentions or reviews of kokkos-kernels.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-08-09.
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Is there an OOP-wrapper library for cublas?
It’s a work in progress, but Kokkos and the associated Kokkos Kernels are probably the closest thing to what you’re asking for.
stdBLAS
Posts with mentions or reviews of stdBLAS.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-01.
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Which is the best way to work with matrices and linear algebra using c++?
You can have a look at https://github.com/kokkos/stdBLAS (it's an implementation of the proposed linear algebra extensions for future C++).
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C++23: Near The Finish Line
It has the same BSD license as Kokkos: https://github.com/kokkos/stdBLAS/blob/main/LICENSE
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Linear Algebra Library Reccomendations?
The BLAS and LAPACK have C interfaces, and they generally don't allocate memory unless you ask them. (Some BLAS implementations allocate internal storage for rearranging matrix data.) There are a few C++ BLAS wrappers; here is one of them.
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Is there an OOP-wrapper library for cublas?
The second one is stdBLAS by kokkos. It doesn't even use cuBLAS but it's a reference implementation of P1673. This paper describe what could be a blas API in the std. I would recommend trying to do something equivalent on your side.
What are some alternatives?
When comparing kokkos-kernels and stdBLAS you can also consider the following projects:
oneMKL - oneAPI Math Kernel Library (oneMKL) Interfaces
mdspan - Reference implementation of mdspan targeting C++23