Ginkgo  Generated from pipelines/2171896597 branch based on develop. Ginkgo version 1.11.0
A numerical linear algebra library targeting many-core architectures
par_ilut.hpp
1 // SPDX-FileCopyrightText: 2017 - 2025 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 #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 
71 template <typename ValueType = default_precision, typename IndexType = int32>
72 class ParIlut : public Composition<ValueType> {
73  GKO_ASSERT_SUPPORTED_VALUE_AND_INDEX_TYPE;
74 
75 public:
76  using value_type = ValueType;
77  using index_type = IndexType;
79  using l_matrix_type = matrix_type;
80  using u_matrix_type = matrix_type;
81 
82  std::shared_ptr<const matrix_type> get_l_factor() const
83  {
84  // Can be `static_cast` since the type is guaranteed in this class
85  return std::static_pointer_cast<const matrix_type>(
86  this->get_operators()[0]);
87  }
88 
89  std::shared_ptr<const matrix_type> get_u_factor() const
90  {
91  // Can be `static_cast` since the type is guaranteed in this class
92  return std::static_pointer_cast<const matrix_type>(
93  this->get_operators()[1]);
94  }
95 
96  // Remove the possibility of calling `create`, which was enabled by
97  // `Composition`
98  template <typename... Args>
99  static std::unique_ptr<Composition<ValueType>> create(Args&&... args) =
100  delete;
101 
103  {
109 
127  bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
128 
143  bool GKO_FACTORY_PARAMETER_SCALAR(approximate_select, true);
144 
162  bool GKO_FACTORY_PARAMETER_SCALAR(deterministic_sample, false);
163 
177  double GKO_FACTORY_PARAMETER_SCALAR(fill_in_limit, 2.0);
178 
183  std::shared_ptr<typename matrix_type::strategy_type>
184  GKO_FACTORY_PARAMETER_SCALAR(l_strategy, nullptr);
185 
190  std::shared_ptr<typename matrix_type::strategy_type>
191  GKO_FACTORY_PARAMETER_SCALAR(u_strategy, nullptr);
192  };
195 
209  static parameters_type parse(
210  const config::pnode& config, const config::registry& context,
211  const config::type_descriptor& td_for_child =
212  config::make_type_descriptor<ValueType, IndexType>());
213 
214 protected:
215  explicit ParIlut(const Factory* factory,
216  std::shared_ptr<const LinOp> system_matrix)
217  : Composition<ValueType>(factory->get_executor()),
218  parameters_{factory->get_parameters()}
219  {
220  if (parameters_.l_strategy == nullptr) {
221  parameters_.l_strategy =
222  std::make_shared<typename matrix_type::classical>();
223  }
224  if (parameters_.u_strategy == nullptr) {
225  parameters_.u_strategy =
226  std::make_shared<typename matrix_type::classical>();
227  }
228  generate_l_u(std::move(system_matrix))->move_to(this);
229  }
230 
243  std::unique_ptr<Composition<ValueType>> generate_l_u(
244  const std::shared_ptr<const LinOp>& system_matrix) const;
245 };
246 
247 
248 } // namespace factorization
249 } // namespace gko
250 
251 
252 #endif // GKO_PUBLIC_CORE_FACTORIZATION_PAR_ILUT_HPP_
gko::matrix::Csr
CSR is a matrix format which stores only the nonzero coefficients by compressing each row of the matr...
Definition: matrix.hpp:30
gko::config::pnode
pnode describes a tree of properties.
Definition: property_tree.hpp:28
gko::size_type
std::size_t size_type
Integral type used for allocation quantities.
Definition: types.hpp:90
gko::factorization::ParIlut::Factory
Definition: par_ilut.hpp:193
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::ParIlut
ParILUT is an incomplete threshold-based LU factorization which is computed in parallel.
Definition: par_ilut.hpp:72
gko::factorization::ParIlut::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_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:55
gko::factorization::ParIlut::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_ilut.hpp:191
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::ParIlut::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_ilut.hpp:184
gko::PolymorphicObject::get_executor
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition: polymorphic_object.hpp:243