stdBLAS
cu
stdBLAS | cu | |
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4 | 1 | |
104 | 443 | |
8.7% | 3.4% | |
5.0 | 2.5 | |
about 1 month ago | 4 months ago | |
C++ | Go | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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stdBLAS
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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.
cu
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Is there an OOP-wrapper library for cublas?
I am the author of the Go CUDA libraries (https://github.com/gorgonia/cu)... and you can indeed wrap a CUDA memory and use it in cuBLAS in an object oriented way
What are some alternatives?
mdspan - Reference implementation of mdspan targeting C++23
kokkos - Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction
plf_hive - plf::hive is a fork of plf::colony to match the current C++ standards proposal.
kokkos-kernels - Kokkos C++ Performance Portability Programming Ecosystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels
LEWG - Project planning for the C++ Library Evolution Working Group
go-formatter - A curated list of awesome Go frameworks, libraries and software
plf_colony - An unordered C++ data container providing fast iteration/insertion/erasure while maintaining pointer/iterator validity to non-erased elements regardless of insertions/erasures. Provides higher-performance than std:: library containers for high-modification scenarios with unordered data.
go - The Go programming language
papers - ISO/IEC JTC1 SC22 WG21 paper scheduling and management
gofl - Generic Free List implementation to reuse memory and avoid allocations