ScaledReordered< ValueType, IndexType > Class Template Reference

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

Reference API: gko::experimental::reorder::ScaledReordered< ValueType, IndexType > Class Template Reference
Reference API
gko::experimental::reorder::ScaledReordered< ValueType, IndexType > Class Template Reference

#include <ginkgo/core/reorder/scaled_reordered.hpp>

Inheritance diagram for gko::experimental::reorder::ScaledReordered< ValueType, IndexType >:
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Classes

class  Factory
 
struct  parameters_type
 

Public Types

using value_type = ValueType
 
using index_type = IndexType
 
using ReorderingBaseFactory = AbstractFactory< gko::reorder::ReorderingBase< IndexType >, gko::reorder::ReorderingBaseArgs >
 
- Public Types inherited from gko::EnablePolymorphicAssignment< ConcreteLinOp >
using result_type = ConcreteLinOp
 
- Public Types inherited from gko::ConvertibleTo< ResultType >
using result_type = ResultType
 

Public Member Functions

std::shared_ptr< const LinOpget_system_matrix () const
 
std::shared_ptr< const LinOpget_inner_operator () const
 
const parameters_typeget_parameters () const
 
- 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
PolymorphicObjectoperator= (const PolymorphicObject &)
 
std::unique_ptr< PolymorphicObjectcreate_default (std::shared_ptr< const Executor > exec) const
 
std::unique_ptr< PolymorphicObjectcreate_default () const
 
std::unique_ptr< PolymorphicObjectclone (std::shared_ptr< const Executor > exec) const
 
std::unique_ptr< PolymorphicObjectclone () const
 
PolymorphicObjectcopy_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)
 
PolymorphicObjectcopy_from (const std::shared_ptr< const PolymorphicObject > &other)
 
PolymorphicObjectmove_from (ptr_param< PolymorphicObject > other)
 
PolymorphicObjectclear ()
 
std::shared_ptr< const Executorget_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)
 

Static Public Member Functions

static auto build () -> decltype(Factory ::create())
 

Protected Member Functions

 ScaledReordered (std::shared_ptr< const Executor > exec)
 
 ScaledReordered (const Factory *factory, std::shared_ptr< const LinOp > system_matrix)
 
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
 
void set_cache_to (const LinOp *b, const LinOp *x) const
 
- 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< PolymorphicObjectcreate_default_impl (std::shared_ptr< const Executor > exec) const override
 
PolymorphicObjectcopy_from_impl (const PolymorphicObject *other) override
 
PolymorphicObjectcopy_from_impl (std::unique_ptr< PolymorphicObject > other) override
 
PolymorphicObjectmove_from_impl (PolymorphicObject *other) override
 
PolymorphicObjectmove_from_impl (std::unique_ptr< PolymorphicObject > other) override
 
PolymorphicObjectclear_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 EnableLinOp< ScaledReordered, LinOp >
 
class EnablePolymorphicObject< ScaledReordered, LinOp >
 

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::experimental::reorder::ScaledReordered< ValueType, IndexType >

Provides an interface to wrap reorderings like Rcm and diagonal scaling like equilibration around a LinOp like e.g. a sparse direct solver.

Reorderings can be useful for reducing fill-in in the numerical factorization phase of direct solvers, diagonal scaling can help improve the numerical stability by reducing the condition number of the system matrix.

With a permutation matrix P, a row scaling R and a column scaling C, the inner operator is applied to the system matrix P*R*A*C*P^T instead of A. Instead of A*x = b, the inner operator attempts to solve the equivalent linear system P*R*A*C*P^T*y = P*R*b and retrieves the solution x = C*P^T*y. Note: The inner system matrix is computed from a clone of A, so the original system matrix is not changed.

Template Parameters
ValueTypeType of the values of all matrices used in this class
IndexTypeType of the indices of all matrices used in this class

Constructor & Destructor Documentation

◆ ScaledReordered()

template<typename ValueType = default_precision, typename IndexType = int32>
gko::experimental::reorder::ScaledReordered< ValueType, IndexType >::ScaledReordered ( std::shared_ptr< const Executor exec)
inlineexplicitprotected

Creates an empty scaled reordered operator (0x0 operator).

Member Function Documentation

◆ set_cache_to()

template<typename ValueType = default_precision, typename IndexType = int32>
void gko::experimental::reorder::ScaledReordered< ValueType, IndexType >::set_cache_to ( const LinOp b,
const LinOp x 
) const
inlineprotected

Prepares the intermediate right hand side, solution and intermediate vectors for the inner operator by creating them and making sure they have the same sizes as b and x.

Parameters
bRight hand side for the overall operator. Will be scaled and reordered and then serve as the right hand side for the inner operator.
xSolution vector and initial guess for the overall operator. In case the inner operator uses an initial guess, will be scaled and permuted accordingly.

References gko::matrix::Dense< ValueType >::create(), gko::PolymorphicObject::get_executor(), and gko::LinOp::get_size().


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