Ginkgo Generated from develop branch based on develop. Ginkgo version 1.8.0
A numerical linear algebra library targeting many-core architectures
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par_ilut.hpp
1// SPDX-FileCopyrightText: 2017 - 2024 The Ginkgo authors
2//
3// SPDX-License-Identifier: BSD-3-Clause
4
5#ifndef GKO_PUBLIC_CORE_FACTORIZATION_PAR_ILUT_HPP_
6#define GKO_PUBLIC_CORE_FACTORIZATION_PAR_ILUT_HPP_
7
8
9#include <memory>
10
11
12#include <ginkgo/core/base/composition.hpp>
13#include <ginkgo/core/base/lin_op.hpp>
14#include <ginkgo/core/base/types.hpp>
15#include <ginkgo/core/matrix/csr.hpp>
16
17
18namespace gko {
24namespace factorization {
25
26
70template <typename ValueType = default_precision, typename IndexType = int32>
71class ParIlut : public Composition<ValueType> {
72public:
73 using value_type = ValueType;
74 using index_type = IndexType;
78
79 std::shared_ptr<const matrix_type> get_l_factor() const
80 {
81 // Can be `static_cast` since the type is guaranteed in this class
82 return std::static_pointer_cast<const matrix_type>(
83 this->get_operators()[0]);
84 }
85
86 std::shared_ptr<const matrix_type> get_u_factor() const
87 {
88 // Can be `static_cast` since the type is guaranteed in this class
89 return std::static_pointer_cast<const matrix_type>(
90 this->get_operators()[1]);
91 }
92
93 // Remove the possibility of calling `create`, which was enabled by
94 // `Composition`
95 template <typename... Args>
96 static std::unique_ptr<Composition<ValueType>> create(Args&&... args) =
97 delete;
98
100 {
106
124 bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
125
140 bool GKO_FACTORY_PARAMETER_SCALAR(approximate_select, true);
141
159 bool GKO_FACTORY_PARAMETER_SCALAR(deterministic_sample, false);
160
174 double GKO_FACTORY_PARAMETER_SCALAR(fill_in_limit, 2.0);
175
180 std::shared_ptr<typename matrix_type::strategy_type>
181 GKO_FACTORY_PARAMETER_SCALAR(l_strategy, nullptr);
182
187 std::shared_ptr<typename matrix_type::strategy_type>
188 GKO_FACTORY_PARAMETER_SCALAR(u_strategy, nullptr);
189 };
192
193protected:
194 explicit ParIlut(const Factory* factory,
195 std::shared_ptr<const LinOp> system_matrix)
196 : Composition<ValueType>(factory->get_executor()),
197 parameters_{factory->get_parameters()}
198 {
199 if (parameters_.l_strategy == nullptr) {
200 parameters_.l_strategy =
201 std::make_shared<typename matrix_type::classical>();
202 }
203 if (parameters_.u_strategy == nullptr) {
204 parameters_.u_strategy =
205 std::make_shared<typename matrix_type::classical>();
206 }
207 generate_l_u(std::move(system_matrix))->move_to(this);
208 }
209
222 std::unique_ptr<Composition<ValueType>> generate_l_u(
223 const std::shared_ptr<const LinOp>& system_matrix) const;
224};
225
226
227} // namespace factorization
228} // namespace gko
229
230
231#endif // GKO_PUBLIC_CORE_FACTORIZATION_PAR_ILUT_HPP_
The Composition class can be used to compose linear operators op1, op2, ..., opn and obtain the opera...
Definition composition.hpp:41
const std::vector< std::shared_ptr< const LinOp > > & get_operators() const noexcept
Returns a list of operators of the composition.
Definition composition.hpp:54
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition polymorphic_object.hpp:235
Definition par_ilut.hpp:190
ParILUT is an incomplete threshold-based LU factorization which is computed in parallel.
Definition par_ilut.hpp:71
CSR is a matrix format which stores only the nonzero coefficients by compressing each row of the matr...
Definition csr.hpp:117
#define GKO_CREATE_FACTORY_PARAMETERS(_parameters_name, _factory_name)
This Macro will generate a new type containing the parameters for the factory _factory_name.
Definition abstract_factory.hpp:280
#define GKO_FACTORY_PARAMETER_SCALAR(_name, _default)
Creates a scalar factory parameter in the factory parameters structure.
Definition abstract_factory.hpp:445
#define GKO_ENABLE_BUILD_METHOD(_factory_name)
Defines a build method for the factory, simplifying its construction by removing the repetitive typin...
Definition abstract_factory.hpp:394
#define GKO_ENABLE_LIN_OP_FACTORY(_lin_op, _parameters_name, _factory_name)
This macro will generate a default implementation of a LinOpFactory for the LinOp subclass it is defi...
Definition lin_op.hpp:1018
The Ginkgo namespace.
Definition abstract_factory.hpp:20
constexpr T one()
Returns the multiplicative identity for T.
Definition math.hpp:775
std::size_t size_type
Integral type used for allocation quantities.
Definition types.hpp:92
std::shared_ptr< typename matrix_type::strategy_type > l_strategy
Strategy which will be used by the L matrix.
Definition par_ilut.hpp:181
std::shared_ptr< typename matrix_type::strategy_type > u_strategy
Strategy which will be used by the U matrix.
Definition par_ilut.hpp:188