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Ginkgo Generated from branch based on master. Ginkgo version 1.7.0
A numerical linear algebra library targeting many-core architectures
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ParIC is an incomplete Cholesky factorization which is computed in parallel. More...
#include <ginkgo/core/factorization/par_ic.hpp>
Classes | |
class | Factory |
struct | parameters_type |
Public Types | |
using | value_type = ValueType |
using | index_type = IndexType |
using | matrix_type = matrix::Csr<ValueType, IndexType> |
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using | value_type = ValueType |
using | transposed_type = Composition<ValueType> |
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using | result_type |
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using | result_type = ResultType |
Public Member Functions | |
std::shared_ptr< const matrix_type > | get_l_factor () const |
std::shared_ptr< const matrix_type > | get_lt_factor () const |
const parameters_type & | get_parameters () const |
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const std::vector< std::shared_ptr< const LinOp > > & | get_operators () const noexcept |
Returns a list of operators of the composition. | |
std::unique_ptr< LinOp > | transpose () const override |
Returns a LinOp representing the transpose of the Transposable object. | |
std::unique_ptr< LinOp > | conj_transpose () const override |
Returns a LinOp representing the conjugate transpose of the Transposable object. | |
Composition & | operator= (const Composition &) |
Copy-assigns a Composition. | |
Composition & | operator= (Composition &&) |
Move-assigns a Composition. | |
Composition (const Composition &) | |
Copy-constructs a Composition. | |
Composition (Composition &&) | |
Move-constructs a Composition. | |
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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) |
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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 () |
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PolymorphicObject & | operator= (const PolymorphicObject &) |
std::unique_ptr< PolymorphicObject > | create_default (std::shared_ptr< const Executor > exec) const |
Creates a new "default" object of the same dynamic type as this object. | |
std::unique_ptr< PolymorphicObject > | create_default () const |
Creates a new "default" object of the same dynamic type as this object. | |
std::unique_ptr< PolymorphicObject > | clone (std::shared_ptr< const Executor > exec) const |
Creates a clone of the object. | |
std::unique_ptr< PolymorphicObject > | clone () const |
Creates a clone of the object. | |
PolymorphicObject * | copy_from (const PolymorphicObject *other) |
Copies another object into this object. | |
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) |
Moves another object into this object. | |
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) |
Copies another object into this object. | |
PolymorphicObject * | copy_from (const std::shared_ptr< const PolymorphicObject > &other) |
Copies another object into this object. | |
PolymorphicObject * | move_from (ptr_param< PolymorphicObject > other) |
Moves another object into this object. | |
PolymorphicObject * | clear () |
Transforms the object into its default state. | |
std::shared_ptr< const Executor > | get_executor () const noexcept |
Returns the Executor of the object. | |
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void | add_logger (std::shared_ptr< const Logger > logger) override |
Adds a new logger to the list of subscribed loggers. | |
void | remove_logger (const Logger *logger) override |
Removes a logger from the list of subscribed loggers. | |
void | remove_logger (ptr_param< const Logger > logger) |
const std::vector< std::shared_ptr< const Logger > > & | get_loggers () const override |
Returns the vector containing all loggers registered at this object. | |
void | clear_loggers () override |
Remove all loggers registered at this object. | |
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void | remove_logger (ptr_param< const Logger > logger) |
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void | convert_to (result_type *result) const override |
Converts the implementer to an object of type result_type. | |
void | move_to (result_type *result) override |
Converts the implementer to an object of type result_type by moving data from this object. | |
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virtual void | convert_to (result_type *result) const =0 |
Converts the implementer to an object of type result_type. | |
void | convert_to (ptr_param< result_type > result) const |
virtual void | move_to (result_type *result)=0 |
Converts the implementer to an object of type result_type by moving data from this object. | |
void | move_to (ptr_param< result_type > result) |
Static Public Member Functions | |
template<typename... Args> | |
static std::unique_ptr< Composition< ValueType > > | create (Args &&... args)=delete |
static auto | build () -> decltype(Factory ::create()) |
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template<typename... Args> | |
static std::unique_ptr< ConcreteType > | create (Args &&... args) |
ParIC is an incomplete Cholesky factorization which is computed in parallel.
The ParIC algorithm generates the incomplete factors iteratively, using a fixed-point iteration of the form
In general, the entries of
The ParIC algorithm in Ginkgo follows the design of E. Chow and A. Patel, Fine-grained Parallel Incomplete LU Factorization, SIAM Journal on Scientific Computing, 37, C169-C193 (2015).
ValueType | Type of the values of all matrices used in this class |
IndexType | Type of the indices of all matrices used in this class |