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ViennaCL for Linux 1.3.0 Beta

Company: koarl0815
Date Added: October 16, 2013  |  Visits: 238

ViennaCL for Linux

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Welcome to the project homepage of ViennaCL, a linear algebra library for computations on GPUs and multi-core CPUs. The library is written in C++ and based on OpenCL. In addition to core functionality, which is BLAS level 1-3 support and iterative solvers, ViennaCL 1.1.2 provides wrappers for convenient use with Eigen and MTL 4.<br /><br />The Vienna Computing Library (ViennaCL) is a scientific computing library written in C++ and based on OpenCL. It allows simple, high-level access to the vast computing resources available on parallel architectures such as GPUs and is primarily focused on common linear algebra operations (BLAS levels 1, 2 and 3) and the solution of large systems of equations by means of iterative methods with optional preconditioner.<br /><br />Features<br /><br /> Uses OpenCL to support GPUs from NVIDIA and AMD<br /> Support for multi-core CPU (requires AMD APP SDK or Intel OpenCL SDK)<br /> Multi-device support<br /> ViennaCL can be used with user-provided OpenCL contexts<br /> BLAS level 1, 2 and 3 implementations<br /> LU decomposition without pivoting for dense matrices<br /> Three iterative solvers: Conjugate Gradient (CG), Stabilized Bi-Conjugate Gradient (BiCGStab) and Generalized Minimum Residual (GMRES)<br /> Optional Incomplete LU preconditioner with threshold (computed on CPU), Jacobi and row normalization preconditioner<br /> Iterative solvers can also be used directly for uBLAS, Eigen and MTL4 objects<br /> Convenient data transfer from and to STL, uBLAS, Eigen and MTL4 objects<br /> MATLAB interface for iterative solvers (as separate download)<br /> Convenient C++ wrappers for common linear algebra operations<br /> Header-only library<br /> Automated performance tuning environment available<br /> Interface similar to Boost uBLAS<br /> MIT (X11) open source license

Requirements: No special requirements
Platforms: *nix, Linux
Keyword: Addition Algebra Based C2b2b Convenient Eigen Functionality Homepage Iterative Level Library Linear Opencl Project Solvers Support Viennacl Wrappers
Users rating: 0/10

License: Freeware Size: 4.33 MB
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