Julia bindings for the NVIDIA CUSOLVER library. CUSOLVER is a high-performance direct-solver matrix linear algebra library.
CUSOLVER.jl provides bindings to a subset of the CUSOLVER library. It's built on top of
CUSOLVER.jl currently wraps all the dense solvers and the sparse solvers are in progress.
The dense CUSOLVER API is designed to mimic the LAPACK API. I've tried to achieve consistency with the Julia base LAPACK bindings so that you can use CUSOLVER as a drop-in replacement.
CUSOLVER.jl will use the
CUSPARSE.jl custom types for ease-of-use.
CUSOLVER.jl currently supports a subset of all the CUSOLVER functionality. What is implemented right now:
Contributions are very welcome! If you write wrappers for one of the
CUSOLVER.jl functions, please include some tests in
test/runtests.jl for your wrapper. Ideally test each of the types the function you wrap can accept, e.g.
Float64, and possibly
4 months ago