#include <deal.II/lac/cuda_precondition.h>

Classes
struct	AdditionalData

Public Types
using	size_type = int

Public Member Functions
	PreconditionILU (const Utilities::CUDA::Handle &handle)

	PreconditionILU (const PreconditionILU< Number > &)=delete

PreconditionILU &	operator= (const PreconditionILU< Number > &)=delete

	~PreconditionILU ()

void	initialize (const SparseMatrix< Number > &matrix, const AdditionalData &additional_data=AdditionalData())

void	vmult (LinearAlgebra::CUDAWrappers::Vector< Number > &dst, const LinearAlgebra::CUDAWrappers::Vector< Number > &src) const

void	Tvmult (LinearAlgebra::CUDAWrappers::Vector< Number > &dst, const LinearAlgebra::CUDAWrappers::Vector< Number > &src) const

size_type	m () const

size_type	n () const

Private Attributes
cusparseHandle_t	cusparse_handle

cusparseMatDescr_t	descr_M

cusparseMatDescr_t	descr_L

cusparseMatDescr_t	descr_U

csrilu02Info_t	info_M

csrsv2Info_t	info_L

csrsv2Info_t	info_U

SmartPointer< const SparseMatrix< Number > >	matrix_pointer

std::unique_ptr< Number[], void()(Number )>	P_val_dev

const int *	P_row_ptr_dev

const int *	P_column_index_dev

std::unique_ptr< Number[], void()(Number )>	tmp_dev

std::unique_ptr< void, void()(void )>	buffer_dev

cusparseSolvePolicy_t	policy_L

cusparseSolvePolicy_t	policy_U

cusparseSolvePolicy_t	policy_M

int	n_rows

int	n_nonzero_elements

Detailed Description

template<typename Number>
class CUDAWrappers::PreconditionILU< Number >

This class implements an incomplete LU factorization preconditioner for CUDAWrappers::SparseMatrix matrices.

The implementation closely follows the one documented in the cuSPARSE documentation (https://docs.nvidia.com/cuda/cusparse/index.html#cusparse-lt-t-gt-csrilu02).

Note: Instantiations for this template are provided for <float> and <double>.

Author: Daniel Arndt

Date: 2018

Definition at line 277 of file cuda_precondition.h.

Member Typedef Documentation

◆ size_type

template<typename Number >

using CUDAWrappers::PreconditionILU< Number >::size_type = int

Declare the type for container size.

Definition at line 283 of file cuda_precondition.h.

Constructor & Destructor Documentation

◆ PreconditionILU() [1/2]

template<typename Number >

CUDAWrappers::PreconditionILU< Number >::PreconditionILU ( const Utilities::CUDA::Handle & handle )

Constructor.

◆ PreconditionILU() [2/2]

template<typename Number >

CUDAWrappers::PreconditionILU< Number >::PreconditionILU ( const PreconditionILU< Number > & )

delete

The copy constructor is deleted.

◆ ~PreconditionILU()

template<typename Number >

CUDAWrappers::PreconditionILU< Number >::~PreconditionILU ( )

Destructor. Free all resources that were initialized in this class.

Member Function Documentation

◆ operator=()

template<typename Number >

PreconditionILU& CUDAWrappers::PreconditionILU< Number >::operator= ( const PreconditionILU< Number > & )

delete

The copy assignment operator is deleted.

◆ initialize()

template<typename Number >

void CUDAWrappers::PreconditionILU< Number >::initialize	(	const SparseMatrix< Number > &	matrix,
		const AdditionalData &	additional_data = `AdditionalData()`
	)

Initialize this object. In particular, the given matrix is copied to be modified in-place. For the underlying sparsity pattern pointers are stored. Specifically, this means that the current object can only be used reliably as long as matrix is valid and has not been changed since calling this function.

The additional_data determines if level information are used.

◆ vmult()

template<typename Number >

void CUDAWrappers::PreconditionILU< Number >::vmult	(	LinearAlgebra::CUDAWrappers::Vector< Number > &	dst,
		const LinearAlgebra::CUDAWrappers::Vector< Number > &	src
	)		const

Apply the preconditioner.

◆ Tvmult()

template<typename Number >

void CUDAWrappers::PreconditionILU< Number >::Tvmult	(	LinearAlgebra::CUDAWrappers::Vector< Number > &	dst,
		const LinearAlgebra::CUDAWrappers::Vector< Number > &	src
	)		const

Apply the transposed preconditioner. Not yet implemented.

◆ m()

template<typename Number >

size_type CUDAWrappers::PreconditionILU< Number >::m ( ) const

Return the dimension of the codomain (or range) space. Note that the matrix is square and has dimension \(m \times m\).

Note: This function should only be called if the preconditioner has been initialized.

◆ n()

template<typename Number >

size_type CUDAWrappers::PreconditionILU< Number >::n ( ) const

Return the dimension of the codomain (or range) space. Note that the matrix is square and has dimension \(n \times n\).

Note: This function should only be called if the preconditioner has been initialized.

Member Data Documentation

◆ cusparse_handle

template<typename Number >

cusparseHandle_t CUDAWrappers::PreconditionILU< Number >::cusparse_handle

private

cuSPARSE handle used to call cuSPARSE functions.

Definition at line 380 of file cuda_precondition.h.

◆ descr_M

template<typename Number >

cusparseMatDescr_t CUDAWrappers::PreconditionILU< Number >::descr_M

private

cuSPARSE description of the sparse matrix \(M=LU\).

Definition at line 385 of file cuda_precondition.h.

◆ descr_L

template<typename Number >

cusparseMatDescr_t CUDAWrappers::PreconditionILU< Number >::descr_L

private

cuSPARSE description of the lower triangular matrix \(L\).

Definition at line 390 of file cuda_precondition.h.

◆ descr_U

template<typename Number >

cusparseMatDescr_t CUDAWrappers::PreconditionILU< Number >::descr_U

private

cuSPARSE description of the upper triangular matrix \(U\).

Definition at line 395 of file cuda_precondition.h.

◆ info_M

template<typename Number >

csrilu02Info_t CUDAWrappers::PreconditionILU< Number >::info_M

private

Solve and analysis structure for \(M=LU\).

Definition at line 400 of file cuda_precondition.h.

◆ info_L

template<typename Number >

csrsv2Info_t CUDAWrappers::PreconditionILU< Number >::info_L

private

Solve and analysis structure for the lower triangular matrix \(L\).

Definition at line 405 of file cuda_precondition.h.

◆ info_U

template<typename Number >

csrsv2Info_t CUDAWrappers::PreconditionILU< Number >::info_U

private

Solve and analysis structure for the upper triangular matrix \(U\).

Definition at line 410 of file cuda_precondition.h.

◆ matrix_pointer

template<typename Number >

SmartPointer<const SparseMatrix<Number> > CUDAWrappers::PreconditionILU< Number >::matrix_pointer

private

Pointer to the matrix this object was initialized with.

Definition at line 415 of file cuda_precondition.h.

◆ P_val_dev

template<typename Number >

std::unique_ptr<Number[], void (*)(Number *)> CUDAWrappers::PreconditionILU< Number >::P_val_dev

private

Pointer to the values (on the device) of the computed preconditioning matrix.

Definition at line 421 of file cuda_precondition.h.

◆ P_row_ptr_dev

template<typename Number >

const int* CUDAWrappers::PreconditionILU< Number >::P_row_ptr_dev

private

Pointer to the row pointer (on the device) of the sparse matrix this object was initialized with. Guarded by matrix_pointer.

Definition at line 427 of file cuda_precondition.h.

◆ P_column_index_dev

template<typename Number >

const int* CUDAWrappers::PreconditionILU< Number >::P_column_index_dev

private

Pointer to the column indices (on the device) of the sparse matrix this object was initialized with. Guarded by matrix_pointer.

Definition at line 433 of file cuda_precondition.h.

◆ tmp_dev

template<typename Number >

std::unique_ptr<Number[], void (*)(Number *)> CUDAWrappers::PreconditionILU< Number >::tmp_dev

private

Pointer to the value (on the device) for a temporary (helper) vector used in vmult().

Definition at line 439 of file cuda_precondition.h.

◆ buffer_dev

template<typename Number >

std::unique_ptr<void, void (*)(void *)> CUDAWrappers::PreconditionILU< Number >::buffer_dev

private

Pointer to an internal buffer (on the device) that is used for computing the decomposition.

Definition at line 445 of file cuda_precondition.h.

◆ policy_L

template<typename Number >

cusparseSolvePolicy_t CUDAWrappers::PreconditionILU< Number >::policy_L

private

Determine if level information should be generated for the lower triangular matrix \(L\). This value can be modified through an AdditionalData object.

Definition at line 452 of file cuda_precondition.h.

◆ policy_U

template<typename Number >

cusparseSolvePolicy_t CUDAWrappers::PreconditionILU< Number >::policy_U

private

Determine if level information should be generated for the upper triangular matrix \(U\). This value can be modified through an AdditionalData object.

Definition at line 459 of file cuda_precondition.h.

◆ policy_M

template<typename Number >

cusparseSolvePolicy_t CUDAWrappers::PreconditionILU< Number >::policy_M

private

Determine if level information should be generated for \(M=LU\). This value can be modified through an AdditionalData object.

Definition at line 465 of file cuda_precondition.h.

◆ n_rows

template<typename Number >

int CUDAWrappers::PreconditionILU< Number >::n_rows

private

The number of rows is the same as for the matrix this object has been initialized with.

Definition at line 471 of file cuda_precondition.h.

◆ n_nonzero_elements

template<typename Number >

int CUDAWrappers::PreconditionILU< Number >::n_nonzero_elements

private

The number of non-zero elements is the same as for the matrix this object has been initialized with.

Definition at line 477 of file cuda_precondition.h.

The documentation for this class was generated from the following file:

deal.II/lac/cuda_precondition.h

Classes

Public Types

Public Member Functions

Private Attributes

Detailed Description

template<typename Number> class CUDAWrappers::PreconditionILU< Number >

Member Typedef Documentation

◆ size_type

Constructor & Destructor Documentation

◆ PreconditionILU() [1/2]

◆ PreconditionILU() [2/2]

◆ ~PreconditionILU()

Member Function Documentation

◆ operator=()

◆ initialize()

◆ vmult()

◆ Tvmult()

◆ m()

◆ n()

Member Data Documentation

◆ cusparse_handle

◆ descr_M

◆ descr_L

◆ descr_U

◆ info_M

◆ info_L

◆ info_U

◆ matrix_pointer

◆ P_val_dev

◆ P_row_ptr_dev

◆ P_column_index_dev

◆ tmp_dev

◆ buffer_dev

◆ policy_L

◆ policy_U

◆ policy_M

◆ n_rows

◆ n_nonzero_elements

template<typename Number>
class CUDAWrappers::PreconditionILU< Number >