ilu_operations.hpp File Reference

Implementations of specialized routines for the Chow-Patel parallel ILU preconditioner using OpenCL. More...

#include <cmath>
#include <algorithm>
#include "viennacl/forwards.h"
#include "viennacl/scalar.hpp"
#include "viennacl/tools/tools.hpp"
#include "viennacl/linalg/opencl/common.hpp"
#include "viennacl/linalg/opencl/kernels/ilu.hpp"
#include "viennacl/meta/predicate.hpp"
#include "viennacl/meta/enable_if.hpp"
#include "viennacl/traits/size.hpp"
#include "viennacl/traits/start.hpp"
#include "viennacl/traits/stride.hpp"
#include "viennacl/linalg/vector_operations.hpp"

Go to the source code of this file.

Namespaces
	viennacl
	Main namespace in ViennaCL. Holds all the basic types such as vector, matrix, etc. and defines operations upon them.
	viennacl::linalg
	Provides all linear algebra operations which are not covered by operator overloads.
	viennacl::linalg::opencl
	Holds all routines providing OpenCL linear algebra operations.

Functions
template<typename NumericT >
void	viennacl::linalg::opencl::extract_L (compressed_matrix< NumericT > const &A, compressed_matrix< NumericT > &L)
template<typename NumericT >
void	viennacl::linalg::opencl::icc_scale (compressed_matrix< NumericT > const &A, compressed_matrix< NumericT > &L)
	Scales the values extracted from A such that A' = DAD has unit diagonal. Updates values from A in L and U accordingly. More...
template<typename NumericT >
void	viennacl::linalg::opencl::icc_chow_patel_sweep (compressed_matrix< NumericT > &L, vector< NumericT > const &aij_L)
	Performs one nonlinear relaxation step in the Chow-Patel-ILU using OpenCL (cf. Algorithm 2 in paper) More...
template<typename NumericT >
void	viennacl::linalg::opencl::extract_LU (compressed_matrix< NumericT > const &A, compressed_matrix< NumericT > &L, compressed_matrix< NumericT > &U)
template<typename NumericT >
void	viennacl::linalg::opencl::ilu_scale (compressed_matrix< NumericT > const &A, compressed_matrix< NumericT > &L, compressed_matrix< NumericT > &U)
	Scales the values extracted from A such that A' = DAD has unit diagonal. Updates values from A in L and U accordingly. More...
template<typename NumericT >
void	viennacl::linalg::opencl::ilu_chow_patel_sweep (compressed_matrix< NumericT > &L, vector< NumericT > const &aij_L, compressed_matrix< NumericT > &U_trans, vector< NumericT > const &aij_U_trans)
	Performs one nonlinear relaxation step in the Chow-Patel-ILU using OpenCL (cf. Algorithm 2 in paper) More...
template<typename NumericT >
void	viennacl::linalg::opencl::ilu_form_neumann_matrix (compressed_matrix< NumericT > &R, vector< NumericT > &diag_R)

Detailed Description

Implementations of specialized routines for the Chow-Patel parallel ILU preconditioner using OpenCL.

Definition in file ilu_operations.hpp.