Ginkgo  Generated from pipelines/1554403166 branch based on develop. Ginkgo version 1.9.0
A numerical linear algebra library targeting many-core architectures
par_ilu.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_ILU_HPP_
6 #define GKO_PUBLIC_CORE_FACTORIZATION_PAR_ILU_HPP_
7 
8 
9 #include <memory>
10 
11 #include <ginkgo/core/base/composition.hpp>
12 #include <ginkgo/core/base/lin_op.hpp>
13 #include <ginkgo/core/base/types.hpp>
14 #include <ginkgo/core/config/config.hpp>
15 #include <ginkgo/core/config/registry.hpp>
16 #include <ginkgo/core/matrix/csr.hpp>
17 
18 
19 namespace gko {
25 namespace factorization {
26 
27 
69 template <typename ValueType = default_precision, typename IndexType = int32>
70 class ParIlu : public Composition<ValueType> {
71 public:
72  using value_type = ValueType;
73  using index_type = IndexType;
75  using l_matrix_type = matrix_type;
76  using u_matrix_type = matrix_type;
77 
78  std::shared_ptr<const matrix_type> get_l_factor() const
79  {
80  // Can be `static_cast` since the type is guaranteed in this class
81  return std::static_pointer_cast<const matrix_type>(
82  this->get_operators()[0]);
83  }
84 
85  std::shared_ptr<const matrix_type> get_u_factor() const
86  {
87  // Can be `static_cast` since the type is guaranteed in this class
88  return std::static_pointer_cast<const matrix_type>(
89  this->get_operators()[1]);
90  }
91 
92  // Remove the possibility of calling `create`, which was enabled by
93  // `Composition`
94  template <typename... Args>
95  static std::unique_ptr<Composition<ValueType>> create(Args&&... args) =
96  delete;
97 
99  {
107 
118  bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
119 
124  std::shared_ptr<typename matrix_type::strategy_type>
125  GKO_FACTORY_PARAMETER_SCALAR(l_strategy, nullptr);
126 
131  std::shared_ptr<typename matrix_type::strategy_type>
132  GKO_FACTORY_PARAMETER_SCALAR(u_strategy, nullptr);
133  };
136 
150  static parameters_type parse(
151  const config::pnode& config, const config::registry& context,
152  const config::type_descriptor& td_for_child =
153  config::make_type_descriptor<ValueType, IndexType>());
154 
155 protected:
156  explicit ParIlu(const Factory* factory,
157  std::shared_ptr<const LinOp> system_matrix)
158  : Composition<ValueType>(factory->get_executor()),
159  parameters_{factory->get_parameters()}
160  {
161  if (parameters_.l_strategy == nullptr) {
162  parameters_.l_strategy =
163  std::make_shared<typename matrix_type::classical>();
164  }
165  if (parameters_.u_strategy == nullptr) {
166  parameters_.u_strategy =
167  std::make_shared<typename matrix_type::classical>();
168  }
169  generate_l_u(system_matrix, parameters_.skip_sorting,
170  parameters_.l_strategy, parameters_.u_strategy)
171  ->move_to(this);
172  }
173 
191  std::unique_ptr<Composition<ValueType>> generate_l_u(
192  const std::shared_ptr<const LinOp>& system_matrix, bool skip_sorting,
193  std::shared_ptr<typename matrix_type::strategy_type> l_strategy,
194  std::shared_ptr<typename matrix_type::strategy_type> u_strategy) const;
195 };
196 
197 
198 } // namespace factorization
199 } // namespace gko
200 
201 
202 #endif // GKO_PUBLIC_CORE_FACTORIZATION_PAR_ILU_HPP_
gko::factorization::ParIlu::parameters_type::skip_sorting
bool skip_sorting
The system_matrix, which will be given to this factory, must be sorted (first by row,...
Definition: par_ilu.hpp:118
gko::matrix::Csr
CSR is a matrix format which stores only the nonzero coefficients by compressing each row of the matr...
Definition: matrix.hpp:28
gko::config::pnode
pnode describes a tree of properties.
Definition: property_tree.hpp:28
gko::factorization::ParIlu::parameters_type::u_strategy
std::shared_ptr< typename matrix_type::strategy_type > u_strategy
Strategy which will be used by the U matrix.
Definition: par_ilu.hpp:132
gko::factorization::ParIlu::parse
static parameters_type parse(const config::pnode &config, const config::registry &context, const config::type_descriptor &td_for_child=config::make_type_descriptor< ValueType, IndexType >())
Create the parameters from the property_tree.
gko::size_type
std::size_t size_type
Integral type used for allocation quantities.
Definition: types.hpp:86
GKO_FACTORY_PARAMETER_SCALAR
#define GKO_FACTORY_PARAMETER_SCALAR(_name, _default)
Creates a scalar factory parameter in the factory parameters structure.
Definition: abstract_factory.hpp:445
gko::config::type_descriptor
This class describes the value and index types to be used when building a Ginkgo type from a configur...
Definition: type_descriptor.hpp:39
gko
The Ginkgo namespace.
Definition: abstract_factory.hpp:20
gko::Composition
The Composition class can be used to compose linear operators op1, op2, ..., opn and obtain the opera...
Definition: composition.hpp:39
gko::factorization::ParIlu::Factory
Definition: par_ilu.hpp:134
GKO_ENABLE_LIN_OP_FACTORY
#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:1017
gko::Composition::get_operators
const std::vector< std::shared_ptr< const LinOp > > & get_operators() const noexcept
Returns a list of operators of the composition.
Definition: composition.hpp:54
gko::factorization::ParIlu
ParILU is an incomplete LU factorization which is computed in parallel.
Definition: par_ilu.hpp:70
gko::config::registry
This class stores additional context for creating Ginkgo objects from configuration files.
Definition: registry.hpp:167
GKO_ENABLE_BUILD_METHOD
#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
GKO_CREATE_FACTORY_PARAMETERS
#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
gko::factorization::ParIlu::parameters_type::l_strategy
std::shared_ptr< typename matrix_type::strategy_type > l_strategy
Strategy which will be used by the L matrix.
Definition: par_ilu.hpp:125
gko::PolymorphicObject::get_executor
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition: polymorphic_object.hpp:234