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  • License: Freeware
  • Last update: 4 years ago
  • Total downloads: 115
  • Price: Free |
  • Operating system: Mac OS X
  • Publisher: billisbrother, corrail, koarl0815
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mac default iconViennaCL For Mac Publisher's description

The Vienna Computing Library (ViennaCL)

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.

* Uses OpenCL to support GPUs from NVIDIA and AMD
* Support for multi-core CPU (requires AMD APP SDK or Intel OpenCL SDK)
* Multi-device support
* ViennaCL can be used with user-provided OpenCL contexts
* BLAS level 1, 2 and 3 implementations
* LU decomposition without pivoting for dense matrices
* Three iterative solvers: Conjugate Gradient (CG), Stabilized Bi-Conjugate Gradient (BiCGStab) and Generalized Minimum Residual (GMRES)
* Optional Incomplete LU preconditioner with threshold (computed on CPU), Jacobi and row normalization preconditioner
* Iterative solvers can also be used directly for uBLAS, Eigen and MTL4 objects
* Convenient data transfer from and to STL, uBLAS, Eigen and MTL4 objects
* MATLAB interface for iterative solvers (as separate download)
* Convenient C++ wrappers for common linear algebra operations
* Header-only library
* Automated performance tuning environment available
* Interface similar to Boost uBLAS
* MIT (X11) open source license

System Requirements:

No special requirements.
Program Release Status: Minor Update
Program Install Support: Install and Uninstall

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