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This repo plans to provide a low-level Julia wrapper for BLIS typed interface.

License: BSD 3-Clause "New" or "Revised" License

Julia 100.00%

blis.jl's Introduction

BLIS.jl

This repository provides:

Wrapper for typed and object-based interface of BLIS.
Overwrite of LinearAlgebra.BLAS functions so that matrix multiplications can also be redirected to the BLIS backend.
As BLIS itself is using actively templates and macros, this package also aims to maximize usage of Julia's metaprogramming features.

Performance

Above is a benchmark result obtained against generic-strided matrix multiplications. More performance results are available here.

Installation

]add BLIS.jl

Usage

Basically by using BLIS one replaces LinearAlgebra with BLIS routines as its backends. This should allow direct computation (computation without copying) of generic strided matrices and mixed-datatype matrices. In addition to that BLIS' typed and object-based API are exposed as backends. See documentation for more details.

Roadmaps

Provide option to compile BLIS into Julia startup image.
Incorporate HPAC/Linnea in this or another repository.

blis.jl's People

Contributors

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