MKLSparse.jl
is a Julia package to seamlessly use the sparse functionality in MKL to speed up operations on sparse arrays in Julia.
In order to use MKLSparse.jl
you do not need to install Intel's MKL library nor build Julia with MKL. MKLSparse.jl
will automatically download and use the MKL library for you when installed.
Loading MKLSparse.jl
will make sparse-dense matrix operations be computed using MKL.
Solving linear systems with triangular sparse matrices is supported.
These matrices should be wrapped in their corresponding type, for example LowerTriangular
for lower triangular matrices.
For solving general sparse linear systems using MKL we refer to Pardiso.jl.
Base.USE_BLAS64
.SparseVector
)