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Viennacl
Jul 20, 2023
Linear algebra and solver library using CUDA, OpenCL, and OpenMP
ViennaCL is a free open-source linear algebra library for computations on many-core architectures GPUs, MIC and multi-core CPUs. The library is written in C++ and supports CUDA, OpenCL, and OpenMP including switches at runtime.
The highlights of the latest 1.7.x release family are
- Fast sparse matrix-matrix multiplications, outperforming CUBLAS and MKL.
- Fine-grained parallel algebraic multigrid preconditioners for CPUs, Xeon Phis, and GPUs.
- Fine-grained parallel incomplete LU factorization preconditioners for CPUs, Xeon Phis, and GPUs.
Checkout these related ports:
- Zn_poly - C library for polynomial arithmetic
- Zimpl - Language to translate the LP models into .lp or .mps
- Zegrapher - Software for plotting mathematical objects
- Zarray - Dynamically typed N-D expression system based on xtensor
- Z3 - Z3 Theorem Prover
- Yices - SMT solver
- Yacas - Yet Another Computer Algebra System
- Xtensor - Multi-dimensional arrays with broadcasting and lazy computing
- Xtensor-python - Python bindings for xtensor
- Xtensor-io - Xtensor plugin to read/write images, audio files, numpy npz and HDF5
- Xtensor-blas - BLAS extension to xtensor
- Xspread - Spreadsheet program for X and terminals
- Xppaut - Graphical tool for solving differential equations, etc
- Xplot - X11 plotting package
- Xlife++ - XLiFE++ eXtended Library of Finite Elements in C++