Ginkgo  Generated from pipelines/2779843039 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 
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  GKO_DEPRECATED("use matrix::csr::spmv_strategy instead")
184  parameters_type& with_l_strategy(
185  std::shared_ptr<typename matrix_type::strategy_type> value)
186  {
187  if (value) {
188  this->l_strategy = value->get_enum();
189  } else {
190  this->l_strategy = matrix::csr::spmv_strategy::classical;
191  }
192  return *this;
193  }
194 
199  parameters_type& with_l_strategy(matrix::csr::spmv_strategy value)
200  {
201  this->l_strategy = value;
202  return *this;
203  }
204 
205  matrix::csr::spmv_strategy l_strategy{
206  matrix::csr::spmv_strategy::classical};
207 
212  GKO_DEPRECATED("use matrix::csr::spmv_strategy instead")
213  parameters_type& with_u_strategy(
214  std::shared_ptr<typename matrix_type::strategy_type> value)
215  {
216  if (value) {
217  this->u_strategy = value->get_enum();
218  } else {
219  this->u_strategy = matrix::csr::spmv_strategy::classical;
220  }
221  return *this;
222  }
223 
228  parameters_type& with_u_strategy(matrix::csr::spmv_strategy value)
229  {
230  this->u_strategy = value;
231  return *this;
232  }
233 
234  matrix::csr::spmv_strategy u_strategy{
235  matrix::csr::spmv_strategy::classical};
236  };
239 
253  static parameters_type parse(
254  const config::pnode& config, const config::registry& context,
255  const config::type_descriptor& td_for_child =
256  config::make_type_descriptor<ValueType, IndexType>());
257 
258 protected:
259  explicit ParIlut(const Factory* factory,
260  std::shared_ptr<const LinOp> system_matrix)
261  : Composition<ValueType>(factory->get_executor()),
262  parameters_{factory->get_parameters()}
263  {
264  auto comp = generate_l_u(std::move(system_matrix));
265  for (auto& op : comp->get_operators()) {
266  this->add_operators(op);
267  }
268  }
269 
282  std::unique_ptr<Composition<ValueType>> generate_l_u(
283  const std::shared_ptr<const LinOp>& system_matrix) const;
284 };
285 
286 
287 } // namespace factorization
288 } // namespace gko
289 
290 
291 #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:199
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:237
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::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: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::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:228
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::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::ParIlut::parameters_type
Definition: par_ilut.hpp:102