librocalution0

Description

rocALUTION is a library that provides iterative sparse preconditioners and solvers. The rocALUTION project began as a port of PARALUTION to the AMD ROCm platform. This library supports an OpenMP backend for multi-core CPUs and an MPI backend for multi-node clusters.

rocALUTION provides a C++ API containing implementations of fixed-point iteration schemes such as Jacobi iteration and Gauss-Seidel; Krylov subspace methods such as the conjugate gradient method and the biconjugate gradient stabilized method; a mixed-precision defect correction scheme; a Chebyshev iteration scheme; as well as geometric and algebraic multigrid solvers. There are also a wide variety of sparse preconditioners, including several based on matrix splitting schemes, factorization schemes, and approximate inverses.

This package provides the AMD ROCm rocALUTION library.

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Homepage

https://github.com/ROCm/rocALUTION

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