Ginkgo  Generated from pipelines/2779843039 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
par_ilu.hpp
1 // SPDX-FileCopyrightText: 2017 - 2026 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  GKO_ASSERT_SUPPORTED_VALUE_AND_INDEX_TYPE;
72 
73 public:
74  using value_type = ValueType;
75  using index_type = IndexType;
77  using l_matrix_type = matrix_type;
78  using u_matrix_type = matrix_type;
79 
80  std::shared_ptr<const matrix_type> get_l_factor() const
81  {
82  // Can be `static_cast` since the type is guaranteed in this class
83  return std::static_pointer_cast<const matrix_type>(
84  this->get_operators()[0]);
85  }
86 
87  std::shared_ptr<const matrix_type> get_u_factor() const
88  {
89  // Can be `static_cast` since the type is guaranteed in this class
90  return std::static_pointer_cast<const matrix_type>(
91  this->get_operators()[1]);
92  }
93 
94  // Remove the possibility of calling `create`, which was enabled by
95  // `Composition`
96  template <typename... Args>
97  static std::unique_ptr<Composition<ValueType>> create(Args&&... args) =
98  delete;
99 
101  {
109 
120  bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
121 
126  GKO_DEPRECATED("use matrix::csr::spmv_strategy instead")
127  parameters_type& with_l_strategy(
128  std::shared_ptr<typename matrix_type::strategy_type> value)
129  {
130  if (value) {
131  this->l_strategy = value->get_enum();
132  } else {
133  this->l_strategy = matrix::csr::spmv_strategy::classical;
134  }
135  return *this;
136  }
137 
142  parameters_type& with_l_strategy(matrix::csr::spmv_strategy value)
143  {
144  this->l_strategy = value;
145  return *this;
146  }
147 
148  matrix::csr::spmv_strategy l_strategy{
149  matrix::csr::spmv_strategy::classical};
150 
155  GKO_DEPRECATED("use matrix::csr::spmv_strategy instead")
156  parameters_type& with_u_strategy(
157  std::shared_ptr<typename matrix_type::strategy_type> value)
158  {
159  if (value) {
160  this->u_strategy = value->get_enum();
161  } else {
162  this->u_strategy = matrix::csr::spmv_strategy::classical;
163  }
164  return *this;
165  }
166 
171  parameters_type& with_u_strategy(matrix::csr::spmv_strategy value)
172  {
173  this->u_strategy = value;
174  return *this;
175  }
176 
177  matrix::csr::spmv_strategy u_strategy{
178  matrix::csr::spmv_strategy::classical};
179  };
182 
196  static parameters_type parse(
197  const config::pnode& config, const config::registry& context,
198  const config::type_descriptor& td_for_child =
199  config::make_type_descriptor<ValueType, IndexType>());
200 
201 protected:
202  explicit ParIlu(const Factory* factory,
203  std::shared_ptr<const LinOp> system_matrix)
204  : Composition<ValueType>(factory->get_executor()),
205  parameters_{factory->get_parameters()}
206  {
207  auto comp =
208  generate_l_u(system_matrix, parameters_.skip_sorting,
209  parameters_.l_strategy, parameters_.u_strategy);
210  for (auto& op : comp->get_operators()) {
211  this->add_operators(op);
212  }
213  }
214 
232  std::unique_ptr<Composition<ValueType>> generate_l_u(
233  const std::shared_ptr<const LinOp>& system_matrix, bool skip_sorting,
234  matrix::csr::spmv_strategy l_strategy,
235  matrix::csr::spmv_strategy u_strategy) const;
236 };
237 
238 
239 } // namespace factorization
240 } // namespace gko
241 
242 
243 #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:120
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::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:101
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:437
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:180
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:900
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::factorization::ParIlu::parameters_type::with_u_strategy
parameters_type & with_u_strategy(matrix::csr::spmv_strategy value)
Strategy which will be used by the U matrix.
Definition: par_ilu.hpp:171
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:386
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:272
gko::factorization::ParIlu::parameters_type::with_l_strategy
parameters_type & with_l_strategy(matrix::csr::spmv_strategy value)
Strategy which will be used by the L matrix.
Definition: par_ilu.hpp:142
gko::PolymorphicObject::get_executor
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition: polymorphic_object.hpp:62
gko::factorization::ParIlu::parameters_type
Definition: par_ilu.hpp:100