Fixed-block compressed sparse row storage matrix format. More...

#include <ginkgo/core/matrix/fbcsr.hpp>

Inheritance diagram for gko::matrix::Fbcsr< ValueType, IndexType >:

Public Types
using	value_type = ValueType

using	index_type = IndexType

using	transposed_type = Fbcsr< ValueType, IndexType >

using	mat_data = matrix_data< ValueType, IndexType >

using	device_mat_data = device_matrix_data< ValueType, IndexType >

using	absolute_type = remove_complex< Fbcsr >

Public Types inherited from gko::EnablePolymorphicAssignment< ConcreteLinOp >
using	result_type = ConcreteLinOp

Public Types inherited from gko::ConvertibleTo< ResultType >
using	result_type = ResultType

Public Types inherited from gko::DiagonalExtractable< ValueType >
using	value_type = ValueType

Public Types inherited from gko::ReadableFromMatrixData< ValueType, IndexType >
using	value_type = ValueType

using	index_type = IndexType

Public Types inherited from gko::WritableToMatrixData< ValueType, IndexType >
using	value_type = ValueType

using	index_type = IndexType

Public Types inherited from gko::EnableAbsoluteComputation< AbsoluteLinOp >
using	absolute_type = AbsoluteLinOp

Public Member Functions
void	convert_to (Fbcsr< next_precision< ValueType >, IndexType > *result) const override

void	move_to (Fbcsr< next_precision< ValueType >, IndexType > *result) override

void	convert_to (Fbcsr< next_precision< next_precision< ValueType > >, IndexType > *result) const override

void	move_to (Fbcsr< next_precision< next_precision< ValueType > >, IndexType > *result) override

void	convert_to (Dense< ValueType > *other) const override

void	move_to (Dense< ValueType > *other) override

void	convert_to (Csr< ValueType, IndexType > *result) const override

void	move_to (Csr< ValueType, IndexType > *result) override

void	convert_to (SparsityCsr< ValueType, IndexType > *result) const override

void	move_to (SparsityCsr< ValueType, IndexType > *result) override

void	read (const mat_data &data) override

void	read (const device_mat_data &data) override

void	read (device_mat_data &&data) override

void	write (mat_data &data) const override

std::unique_ptr< LinOp >	transpose () const override

std::unique_ptr< LinOp >	conj_transpose () const override

std::unique_ptr< Diagonal< ValueType > >	extract_diagonal () const override

std::unique_ptr< absolute_type >	compute_absolute () const override

void	compute_absolute_inplace () override

void	sort_by_column_index ()

bool	is_sorted_by_column_index () const

value_type *	get_values () noexcept

const value_type *	get_const_values () const noexcept

index_type *	get_col_idxs () noexcept

const index_type *	get_const_col_idxs () const noexcept

index_type *	get_row_ptrs () noexcept

const index_type *	get_const_row_ptrs () const noexcept

size_type	get_num_stored_elements () const noexcept

size_type	get_num_stored_blocks () const noexcept

int	get_block_size () const noexcept

index_type	get_num_block_rows () const noexcept

index_type	get_num_block_cols () const noexcept

Fbcsr &	operator= (const Fbcsr &)

Fbcsr &	operator= (Fbcsr &&)

	Fbcsr (const Fbcsr &)

	Fbcsr (Fbcsr &&)

Public Member Functions inherited from gko::EnableLinOp< ConcreteLinOp, PolymorphicBase >
const ConcreteLinOp *	apply (ptr_param< const LinOp > b, ptr_param< LinOp > x) const

ConcreteLinOp *	apply (ptr_param< const LinOp > b, ptr_param< LinOp > x)

const ConcreteLinOp *	apply (ptr_param< const LinOp > alpha, ptr_param< const LinOp > b, ptr_param< const LinOp > beta, ptr_param< LinOp > x) const

ConcreteLinOp *	apply (ptr_param< const LinOp > alpha, ptr_param< const LinOp > b, ptr_param< const LinOp > beta, ptr_param< LinOp > x)

Public Member Functions inherited from gko::EnableAbstractPolymorphicObject< AbstractObject, PolymorphicBase >
std::unique_ptr< AbstractObject >	create_default (std::shared_ptr< const Executor > exec) const

std::unique_ptr< AbstractObject >	create_default () const

std::unique_ptr< AbstractObject >	clone (std::shared_ptr< const Executor > exec) const

std::unique_ptr< AbstractObject >	clone () const

AbstractObject *	copy_from (const PolymorphicObject *other)

template<typename Derived >
std::enable_if_t< std::is_base_of< PolymorphicObject, std::decay_t< Derived > >::value, AbstractObject > *	copy_from (std::unique_ptr< Derived > &&other)

template<typename Derived >
std::enable_if_t< std::is_base_of< PolymorphicObject, std::decay_t< Derived > >::value, AbstractObject > *	copy_from (const std::unique_ptr< Derived > &other)

AbstractObject *	copy_from (const std::shared_ptr< const PolymorphicObject > &other)

AbstractObject *	move_from (ptr_param< PolymorphicObject > other)

AbstractObject *	clear ()

Public Member Functions inherited from gko::PolymorphicObject
PolymorphicObject &	operator= (const PolymorphicObject &)

std::unique_ptr< PolymorphicObject >	create_default (std::shared_ptr< const Executor > exec) const

std::unique_ptr< PolymorphicObject >	create_default () const

std::unique_ptr< PolymorphicObject >	clone (std::shared_ptr< const Executor > exec) const

std::unique_ptr< PolymorphicObject >	clone () const

PolymorphicObject *	copy_from (const PolymorphicObject *other)

template<typename Derived , typename Deleter >
std::enable_if_t< std::is_base_of< PolymorphicObject, std::decay_t< Derived > >::value, PolymorphicObject > *	copy_from (std::unique_ptr< Derived, Deleter > &&other)

template<typename Derived , typename Deleter >
std::enable_if_t< std::is_base_of< PolymorphicObject, std::decay_t< Derived > >::value, PolymorphicObject > *	copy_from (const std::unique_ptr< Derived, Deleter > &other)

PolymorphicObject *	copy_from (const std::shared_ptr< const PolymorphicObject > &other)

PolymorphicObject *	move_from (ptr_param< PolymorphicObject > other)

PolymorphicObject *	clear ()

std::shared_ptr< const Executor >	get_executor () const noexcept

Public Member Functions inherited from gko::log::EnableLogging< PolymorphicObject >
void	add_logger (std::shared_ptr< const Logger > logger) override

void	remove_logger (const Logger *logger) override

void	remove_logger (ptr_param< const Logger > logger)

const std::vector< std::shared_ptr< const Logger > > &	get_loggers () const override

void	clear_loggers () override

Public Member Functions inherited from gko::log::Loggable
void	remove_logger (ptr_param< const Logger > logger)

Public Member Functions inherited from gko::EnablePolymorphicAssignment< ConcreteLinOp >
void	convert_to (result_type *result) const override

void	move_to (result_type *result) override

Public Member Functions inherited from gko::ConvertibleTo< ResultType >
virtual void	convert_to (result_type *result) const =0

void	convert_to (ptr_param< result_type > result) const

virtual void	move_to (result_type *result)=0

void	move_to (ptr_param< result_type > result)

Public Member Functions inherited from gko::DiagonalExtractable< ValueType >
std::unique_ptr< LinOp >	extract_diagonal_linop () const override

Public Member Functions inherited from gko::ReadableFromMatrixData< ValueType, IndexType >
void	read (const matrix_assembly_data< ValueType, IndexType > &data)

Public Member Functions inherited from gko::EnableAbsoluteComputation< AbsoluteLinOp >
std::unique_ptr< LinOp >	compute_absolute_linop () const override

Static Public Member Functions
static std::unique_ptr< Fbcsr >	create (std::shared_ptr< const Executor > exec, int block_size=1)

static std::unique_ptr< Fbcsr >	create (std::shared_ptr< const Executor > exec, const dim< 2 > &size, size_type num_nonzeros, int block_size)

static std::unique_ptr< Fbcsr >	create (std::shared_ptr< const Executor > exec, const dim< 2 > &size, int block_size, array< value_type > values, array< index_type > col_idxs, array< index_type > row_ptrs)

template<typename InputValueType , typename InputColumnIndexType , typename InputRowPtrType >
static std::unique_ptr< Fbcsr >	create (std::shared_ptr< const Executor > exec, const dim< 2 > &size, int block_size, std::initializer_list< InputValueType > values, std::initializer_list< InputColumnIndexType > col_idxs, std::initializer_list< InputRowPtrType > row_ptrs)
	create(std::shared_ptr<const Executor>,const dim<2>&, int, array<value_type>, array<index_type>,array<index_type>)

static std::unique_ptr< const Fbcsr >	create_const (std::shared_ptr< const Executor > exec, const dim< 2 > &size, int blocksize, gko::detail::const_array_view< ValueType > &&values, gko::detail::const_array_view< IndexType > &&col_idxs, gko::detail::const_array_view< IndexType > &&row_ptrs)

Protected Member Functions
	Fbcsr (std::shared_ptr< const Executor > exec, int block_size=1)

	Fbcsr (std::shared_ptr< const Executor > exec, const dim< 2 > &size, size_type num_nonzeros, int block_size)

	Fbcsr (std::shared_ptr< const Executor > exec, const dim< 2 > &size, int block_size, array< value_type > values, array< index_type > col_idxs, array< index_type > row_ptrs)

void	apply_impl (const LinOp b, LinOp x) const override

void	apply_impl (const LinOp alpha, const LinOp b, const LinOp beta, LinOp x) const override

Protected Member Functions inherited from gko::EnableLinOp< ConcreteLinOp, PolymorphicBase >
ConcreteLinOp *	self () noexcept

const ConcreteLinOp *	self () const noexcept

Protected Member Functions inherited from gko::EnablePolymorphicObject< ConcreteObject, PolymorphicBase >
std::unique_ptr< PolymorphicObject >	create_default_impl (std::shared_ptr< const Executor > exec) const override

PolymorphicObject *	copy_from_impl (const PolymorphicObject *other) override

PolymorphicObject *	copy_from_impl (std::unique_ptr< PolymorphicObject > other) override

PolymorphicObject *	move_from_impl (PolymorphicObject *other) override

PolymorphicObject *	move_from_impl (std::unique_ptr< PolymorphicObject > other) override

PolymorphicObject *	clear_impl () override

Protected Member Functions inherited from gko::PolymorphicObject
	PolymorphicObject (std::shared_ptr< const Executor > exec)

	PolymorphicObject (const PolymorphicObject &other)

Protected Member Functions inherited from gko::log::EnableLogging< PolymorphicObject >
void	log (Params &&... params) const

Friends
class	EnablePolymorphicObject< Fbcsr, LinOp >

class	Csr< ValueType, IndexType >

class	Dense< ValueType >

class	SparsityCsr< ValueType, IndexType >

class	FbcsrBuilder< ValueType, IndexType >

class	Fbcsr< to_complex< ValueType >, IndexType >

class	Fbcsr< previous_precision< ValueType >, IndexType >

class	Fbcsr< previous_precision< previous_precision< ValueType > >, IndexType >

Additional Inherited Members
Protected Attributes inherited from gko::log::EnableLogging< PolymorphicObject >
std::vector< std::shared_ptr< const Logger > >	loggers_

Detailed Description

template<typename ValueType = default_precision, typename IndexType = int32>
class gko::matrix::Fbcsr< ValueType, IndexType >

Fixed-block compressed sparse row storage matrix format.

FBCSR is a matrix format meant for matrices having a natural block structure made up of small, dense, disjoint blocks. It is similar to CSR

See also: Csr. However, unlike Csr, each non-zero location stores a small dense block of entries having a constant size. This reduces the number of integers that need to be stored in order to refer to a given non-zero entry, and enables efficient implementation of certain block methods.

The block size is expected to be known in advance and passed to the constructor.

Note: The total number of rows and the number of columns are expected to be divisible by the block size.

The nonzero elements are stored in a 1D array row-wise, and accompanied with a row pointer array which stores the starting index of each block-row. An additional block-column index array is used to identify the block-column of each nonzero block.

The Fbcsr LinOp supports different operations:

matrix::Fbcsr *A, *B, *C;      // matrices
matrix::Dense *b, *x;        // vectors tall-and-skinny matrices
matrix::Dense *alpha, *beta; // scalars of dimension 1x1
 
// Applying to Dense matrices computes an SpMV/SpMM product
A->apply(b, x)              // x = A*b
A->apply(alpha, b, beta, x) // x = alpha*A*b + beta*x

Template Parameters

ValueType	precision of matrix elements
IndexType	precision of matrix indexes

Constructor & Destructor Documentation

◆ Fbcsr() [1/2]

template<typename ValueType = default_precision, typename IndexType = int32>

gko::matrix::Fbcsr< ValueType, IndexType >::Fbcsr ( const Fbcsr< ValueType, IndexType > & )

Copy-constructs an Ell matrix. Inherits executor and data.

◆ Fbcsr() [2/2]

template<typename ValueType = default_precision, typename IndexType = int32>

gko::matrix::Fbcsr< ValueType, IndexType >::Fbcsr ( Fbcsr< ValueType, IndexType > && )

Move-constructs an Fbcsr matrix. Inherits executor and data. The moved-from object is empty (0x0 with no nonzeros, but valid row pointers).

Member Function Documentation

◆ compute_absolute()

template<typename ValueType = default_precision, typename IndexType = int32>

std::unique_ptr< absolute_type > gko::matrix::Fbcsr< ValueType, IndexType >::compute_absolute ( ) const

overridevirtual

Gets the AbsoluteLinOp

Returns: a pointer to the new absolute object

Implements gko::EnableAbsoluteComputation< AbsoluteLinOp >.

◆ compute_absolute_inplace()

template<typename ValueType = default_precision, typename IndexType = int32>

void gko::matrix::Fbcsr< ValueType, IndexType >::compute_absolute_inplace ( )

overridevirtual

Compute absolute inplace on each element.

Implements gko::AbsoluteComputable.

◆ conj_transpose()

template<typename ValueType = default_precision, typename IndexType = int32>

std::unique_ptr< LinOp > gko::matrix::Fbcsr< ValueType, IndexType >::conj_transpose ( ) const

overridevirtual

Returns a LinOp representing the conjugate transpose of the Transposable object.

Returns: a pointer to the new conjugate transposed object

Implements gko::Transposable.

◆ convert_to() [1/2]

template<typename ValueType = default_precision, typename IndexType = int32>

void gko::matrix::Fbcsr< ValueType, IndexType >::convert_to ( Csr< ValueType, IndexType > * result ) const

override

Converts the matrix to CSR format

Note: Any explicit zeros in the original matrix are retained in the converted result.

◆ convert_to() [2/2]

template<typename ValueType = default_precision, typename IndexType = int32>

void gko::matrix::Fbcsr< ValueType, IndexType >::convert_to ( SparsityCsr< ValueType, IndexType > * result ) const

override

Get the block sparsity pattern in CSR-like format

Note: The actual non-zero values are never copied; the result always has a value array of size 1 with the value 1.

◆ create() [1/4]

template<typename ValueType = default_precision, typename IndexType = int32>

static std::unique_ptr< Fbcsr > gko::matrix::Fbcsr< ValueType, IndexType >::create	(	std::shared_ptr< const Executor >	exec,
		const dim< 2 > &	size,
		int	block_size,
		array< value_type >	values,
		array< index_type >	col_idxs,
		array< index_type >	row_ptrs
	)

static

Creates a FBCSR matrix from already allocated (and initialized) row pointer, column index and value arrays.

Parameters

exec	Executor associated to the matrix
size	size of the matrix
block_size	Size of the small square dense nonzero blocks
values	the value array of the matrix, stored in column-major order for each block
col_idxs	the block column index array of the matrix
row_ptrs	the block row pointer array of the matrix

Note: If one of row_ptrs, col_idxs or values is not an rvalue, not an array of IndexType, IndexType and ValueType, respectively, or is on the wrong executor, an internal copy of that array will be created, and the original array data will not be used in the matrix.

Returns: A smart pointer to the newly created matrix.

◆ create() [2/4]

template<typename ValueType = default_precision, typename IndexType = int32>

template<typename InputValueType , typename InputColumnIndexType , typename InputRowPtrType >

static std::unique_ptr< Fbcsr > gko::matrix::Fbcsr< ValueType, IndexType >::create	(	std::shared_ptr< const Executor >	exec,
		const dim< 2 > &	size,
		int	block_size,
		std::initializer_list< InputValueType >	values,
		std::initializer_list< InputColumnIndexType >	col_idxs,
		std::initializer_list< InputRowPtrType >	row_ptrs
	)

inlinestatic

create(std::shared_ptr<const Executor>,const dim<2>&, int, array<value_type>, array<index_type>,array<index_type>)

References gko::matrix::Fbcsr< ValueType, IndexType >::create().

◆ create() [3/4]

template<typename ValueType = default_precision, typename IndexType = int32>

static std::unique_ptr< Fbcsr > gko::matrix::Fbcsr< ValueType, IndexType >::create	(	std::shared_ptr< const Executor >	exec,
		const dim< 2 > &	size,
		size_type	num_nonzeros,
		int	block_size
	)

static

Creates an uninitialized FBCSR matrix of the specified size.

Parameters

exec	Executor associated to the matrix
size	size of the matrix
num_nonzeros	number of stored nonzeros. It needs to be a multiple of block_size * block_size.
block_size	size of the small dense square blocks

Returns: A smart pointer to the newly created matrix.

◆ create() [4/4]

template<typename ValueType = default_precision, typename IndexType = int32>

static std::unique_ptr< Fbcsr > gko::matrix::Fbcsr< ValueType, IndexType >::create	(	std::shared_ptr< const Executor >	exec,
		int	block_size = `1`
	)

static

Creates an uninitialized FBCSR matrix with the given block size.

Parameters

exec	Executor associated to the matrix
block_size	The desired size of the dense square nonzero blocks; defaults to 1.

Returns: A smart pointer to the newly created matrix.

Referenced by gko::matrix::Fbcsr< ValueType, IndexType >::create().

◆ create_const()

template<typename ValueType = default_precision, typename IndexType = int32>

static std::unique_ptr< const Fbcsr > gko::matrix::Fbcsr< ValueType, IndexType >::create_const	(	std::shared_ptr< const Executor >	exec,
		const dim< 2 > &	size,
		int	blocksize,
		gko::detail::const_array_view< ValueType > &&	values,
		gko::detail::const_array_view< IndexType > &&	col_idxs,
		gko::detail::const_array_view< IndexType > &&	row_ptrs
	)

static

Creates a constant (immutable) Fbcsr matrix from a constant array.

Parameters

exec	the executor to create the matrix on
size	the dimensions of the matrix
blocksize	the block size of the matrix
values	the value array of the matrix, stored in column-major order for each block
col_idxs	the block column index array of the matrix
row_ptrs	the block row pointer array of the matrix

Returns: A smart pointer to the constant matrix wrapping the input arrays (if they reside on the same executor as the matrix) or a copy of the arrays on the correct executor.

◆ extract_diagonal()

template<typename ValueType = default_precision, typename IndexType = int32>

std::unique_ptr< Diagonal< ValueType > > gko::matrix::Fbcsr< ValueType, IndexType >::extract_diagonal ( ) const

overridevirtual

Extracts the diagonal entries of the matrix into a vector.

Parameters

diag	the vector into which the diagonal will be written

Implements gko::DiagonalExtractable< ValueType >.

◆ get_block_size()

template<typename ValueType = default_precision, typename IndexType = int32>

int gko::matrix::Fbcsr< ValueType, IndexType >::get_block_size ( ) const

inlinenoexcept

Returns: The fixed block size for this matrix

◆ get_col_idxs()

template<typename ValueType = default_precision, typename IndexType = int32>

index_type * gko::matrix::Fbcsr< ValueType, IndexType >::get_col_idxs ( )

inlinenoexcept

Returns: The column indexes of the matrix.

References gko::array< ValueType >::get_data().

◆ get_const_col_idxs()

template<typename ValueType = default_precision, typename IndexType = int32>

const index_type * gko::matrix::Fbcsr< ValueType, IndexType >::get_const_col_idxs ( ) const

inlinenoexcept

Returns: The column indexes of the matrix.

Note: This is the constant version of the function, which can be significantly more memory efficient than the non-constant version, so always prefer this version.

References gko::array< ValueType >::get_const_data().

◆ get_const_row_ptrs()

template<typename ValueType = default_precision, typename IndexType = int32>

const index_type * gko::matrix::Fbcsr< ValueType, IndexType >::get_const_row_ptrs ( ) const

inlinenoexcept

Returns: The row pointers of the matrix.

Note: This is the constant version of the function, which can be significantly more memory efficient than the non-constant version, so always prefer this version.

References gko::array< ValueType >::get_const_data().

◆ get_const_values()

template<typename ValueType = default_precision, typename IndexType = int32>

const value_type * gko::matrix::Fbcsr< ValueType, IndexType >::get_const_values ( ) const

inlinenoexcept

Returns: The values of the matrix.

Note: This is the constant version of the function, which can be significantly more memory efficient than the non-constant version, so always prefer this version.

References gko::array< ValueType >::get_const_data().

◆ get_num_block_cols()

template<typename ValueType = default_precision, typename IndexType = int32>

index_type gko::matrix::Fbcsr< ValueType, IndexType >::get_num_block_cols ( ) const

inlinenoexcept

Returns: The number of block-columns in the matrix

◆ get_num_block_rows()

template<typename ValueType = default_precision, typename IndexType = int32>

index_type gko::matrix::Fbcsr< ValueType, IndexType >::get_num_block_rows ( ) const

inlinenoexcept

Returns: The number of block-rows in the matrix

◆ get_num_stored_blocks()

template<typename ValueType = default_precision, typename IndexType = int32>

size_type gko::matrix::Fbcsr< ValueType, IndexType >::get_num_stored_blocks ( ) const

inlinenoexcept

Returns: The number of non-zero blocks explicitly stored in the matrix

References gko::array< ValueType >::get_size().

◆ get_num_stored_elements()

template<typename ValueType = default_precision, typename IndexType = int32>

size_type gko::matrix::Fbcsr< ValueType, IndexType >::get_num_stored_elements ( ) const

inlinenoexcept

Returns: The number of elements explicitly stored in the matrix

References gko::array< ValueType >::get_size().

◆ get_row_ptrs()

template<typename ValueType = default_precision, typename IndexType = int32>

index_type * gko::matrix::Fbcsr< ValueType, IndexType >::get_row_ptrs ( )

inlinenoexcept

Returns: The row pointers of the matrix.

References gko::array< ValueType >::get_data().

◆ get_values()

template<typename ValueType = default_precision, typename IndexType = int32>

value_type * gko::matrix::Fbcsr< ValueType, IndexType >::get_values ( )

inlinenoexcept

Returns: The values of the matrix.

References gko::array< ValueType >::get_data().

◆ is_sorted_by_column_index()

template<typename ValueType = default_precision, typename IndexType = int32>

bool gko::matrix::Fbcsr< ValueType, IndexType >::is_sorted_by_column_index ( ) const

Tests if all row entry pairs (value, col_idx) are sorted by column index

Returns: True if all row entry pairs (value, col_idx) are sorted by column index

◆ operator=() [1/2]

template<typename ValueType = default_precision, typename IndexType = int32>

Fbcsr & gko::matrix::Fbcsr< ValueType, IndexType >::operator= ( const Fbcsr< ValueType, IndexType > & )

Copy-assigns an Fbcsr matrix. Preserves the executor, copies data and block size from the input.

◆ operator=() [2/2]

template<typename ValueType = default_precision, typename IndexType = int32>

Fbcsr & gko::matrix::Fbcsr< ValueType, IndexType >::operator= ( Fbcsr< ValueType, IndexType > && )

Move-assigns an Fbcsr matrix. Preserves the executor, moves the data over preserving size and stride. Leaves the moved-from object in an empty state (0x0 with no nonzeros, but valid row pointers).

◆ read() [1/3]

template<typename ValueType = default_precision, typename IndexType = int32>

void gko::matrix::Fbcsr< ValueType, IndexType >::read ( const device_mat_data & data )

overridevirtual

Reads a matrix from a device_matrix_data structure.

Parameters

data	the device_matrix_data structure.

Reimplemented from gko::ReadableFromMatrixData< ValueType, IndexType >.

◆ read() [2/3]

template<typename ValueType = default_precision, typename IndexType = int32>

void gko::matrix::Fbcsr< ValueType, IndexType >::read ( const mat_data & data )

overridevirtual

Reads a matrix_data into Fbcsr format. Requires the block size to be set beforehand

See also: set_block_size.

Warning: Unlike Csr::read, here explicit non-zeros are NOT dropped.

Implements gko::ReadableFromMatrixData< ValueType, IndexType >.

◆ read() [3/3]

template<typename ValueType = default_precision, typename IndexType = int32>

void gko::matrix::Fbcsr< ValueType, IndexType >::read ( device_mat_data && data )

overridevirtual

Reads a matrix from a device_matrix_data structure. The structure may be emptied by this function.

Parameters

data	the device_matrix_data structure.

Reimplemented from gko::ReadableFromMatrixData< ValueType, IndexType >.

◆ sort_by_column_index()

template<typename ValueType = default_precision, typename IndexType = int32>

void gko::matrix::Fbcsr< ValueType, IndexType >::sort_by_column_index ( )

Sorts the values blocks and block-column indices in each row by column index

◆ transpose()

template<typename ValueType = default_precision, typename IndexType = int32>

std::unique_ptr< LinOp > gko::matrix::Fbcsr< ValueType, IndexType >::transpose ( ) const

overridevirtual

Returns a LinOp representing the transpose of the Transposable object.

Returns: a pointer to the new transposed object

Implements gko::Transposable.

◆ write()

template<typename ValueType = default_precision, typename IndexType = int32>

void gko::matrix::Fbcsr< ValueType, IndexType >::write ( mat_data & data ) const

overridevirtual

Writes a matrix to a matrix_data structure.

Parameters

data	the matrix_data structure

Implements gko::WritableToMatrixData< ValueType, IndexType >.

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

ginkgo/core/matrix/csr.hpp
ginkgo/core/matrix/fbcsr.hpp

Fbcsr< ValueType, IndexType > Class Template Reference

Fbcsr&lt; ValueType, IndexType &gt; Class Template Reference#

Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Friends

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ Fbcsr() [1/2]

◆ Fbcsr() [2/2]

Member Function Documentation

◆ compute_absolute()

◆ compute_absolute_inplace()

◆ conj_transpose()

◆ convert_to() [1/2]

◆ convert_to() [2/2]

◆ create() [1/4]

◆ create() [2/4]

◆ create() [3/4]

◆ create() [4/4]

◆ create_const()

◆ extract_diagonal()

◆ get_block_size()

◆ get_col_idxs()

◆ get_const_col_idxs()

◆ get_const_row_ptrs()

◆ get_const_values()

◆ get_num_block_cols()

◆ get_num_block_rows()

◆ get_num_stored_blocks()

◆ get_num_stored_elements()

◆ get_row_ptrs()

◆ get_values()

◆ is_sorted_by_column_index()

◆ operator=() [1/2]

◆ operator=() [2/2]

◆ read() [1/3]

◆ read() [2/3]

◆ read() [3/3]

◆ sort_by_column_index()

◆ transpose()

◆ write()

Fbcsr< ValueType, IndexType > Class Template Reference#