Ginkgo  Generated from pipelines/2837190956 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
par_ilut.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_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 
78 template <typename ValueType = default_precision, typename IndexType = int32>
79 class ParIlut : public Composition<ValueType> {
80  GKO_ASSERT_SUPPORTED_VALUE_AND_INDEX_TYPE;
81 
82 public:
83  using value_type = ValueType;
84  using index_type = IndexType;
86  using l_matrix_type = matrix_type;
87  using u_matrix_type = matrix_type;
88 
89  std::shared_ptr<const matrix_type> get_l_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()[0]);
94  }
95 
96  std::shared_ptr<const matrix_type> get_u_factor() const
97  {
98  // Can be `static_cast` since the type is guaranteed in this class
99  return std::static_pointer_cast<const matrix_type>(
100  this->get_operators()[1]);
101  }
102 
103  // Remove the possibility of calling `create`, which was enabled by
104  // `Composition`
105  template <typename... Args>
106  static std::unique_ptr<Composition<ValueType>> create(Args&&... args) =
107  delete;
108 
110  {
116 
134  bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
135 
150  bool GKO_FACTORY_PARAMETER_SCALAR(approximate_select, true);
151 
169  bool GKO_FACTORY_PARAMETER_SCALAR(deterministic_sample, false);
170 
184  double GKO_FACTORY_PARAMETER_SCALAR(fill_in_limit, 2.0);
185 
186  GKO_BEGIN_DISABLE_DEPRECATION_WARNINGS
187 
192  GKO_DEPRECATED("use matrix::csr::spmv_strategy instead")
193  parameters_type& with_l_strategy(
194  std::shared_ptr<typename matrix_type::strategy_type> value)
195  {
196  if (value) {
197  this->l_strategy = value->get_enum();
198  } else {
199  this->l_strategy = matrix::csr::spmv_strategy::classical;
200  }
201  return *this;
202  }
203 
204  GKO_END_DISABLE_DEPRECATION_WARNINGS
205 
210  parameters_type& with_l_strategy(matrix::csr::spmv_strategy value)
211  {
212  this->l_strategy = value;
213  return *this;
214  }
215 
216  matrix::csr::spmv_strategy l_strategy{
217  matrix::csr::spmv_strategy::classical};
218 
219  GKO_BEGIN_DISABLE_DEPRECATION_WARNINGS
220 
225  GKO_DEPRECATED("use matrix::csr::spmv_strategy instead")
226  parameters_type& with_u_strategy(
227  std::shared_ptr<typename matrix_type::strategy_type> value)
228  {
229  if (value) {
230  this->u_strategy = value->get_enum();
231  } else {
232  this->u_strategy = matrix::csr::spmv_strategy::classical;
233  }
234  return *this;
235  }
236 
237  GKO_END_DISABLE_DEPRECATION_WARNINGS
238 
243  parameters_type& with_u_strategy(matrix::csr::spmv_strategy value)
244  {
245  this->u_strategy = value;
246  return *this;
247  }
248 
249  matrix::csr::spmv_strategy u_strategy{
250  matrix::csr::spmv_strategy::classical};
251  };
254 
268  static parameters_type parse(
269  const config::pnode& config, const config::registry& context,
270  const config::type_descriptor& td_for_child =
271  config::make_type_descriptor<ValueType, IndexType>());
272 
273 protected:
274  explicit ParIlut(const Factory* factory,
275  std::shared_ptr<const LinOp> system_matrix)
276  : Composition<ValueType>(factory->get_executor()),
277  parameters_{factory->get_parameters()}
278  {
279  auto comp = generate_l_u(std::move(system_matrix));
280  for (auto& op : comp->get_operators()) {
281  this->add_operators(op);
282  }
283  }
284 
297  std::unique_ptr<Composition<ValueType>> generate_l_u(
298  const std::shared_ptr<const LinOp>& system_matrix) const;
299 };
300 
301 
302 } // namespace factorization
303 } // namespace gko
304 
305 
306 #endif // GKO_PUBLIC_CORE_FACTORIZATION_PAR_ILUT_HPP_
gko::factorization::ParIlut::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_ilut.hpp:210
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:101
gko::factorization::ParIlut::Factory
Definition: par_ilut.hpp:252
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:469
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:19
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:79
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:899
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::ParIlut::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_ilut.hpp:243
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:418
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:304
gko::PolymorphicObject::get_executor
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition: polymorphic_object.hpp:69
gko::factorization::ParIlut::parameters_type
Definition: par_ilut.hpp:109