Ginkgo  Generated from pipelines/1330831941 branch based on master. Ginkgo version 1.8.0
A numerical linear algebra library targeting many-core architectures
par_ict.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_ICT_HPP_
6 #define GKO_PUBLIC_CORE_FACTORIZATION_PAR_ICT_HPP_
7 
8 
9 #include <memory>
10 
11 
12 #include <ginkgo/core/base/composition.hpp>
13 #include <ginkgo/core/base/lin_op.hpp>
14 #include <ginkgo/core/base/types.hpp>
15 #include <ginkgo/core/config/config.hpp>
16 #include <ginkgo/core/config/registry.hpp>
17 #include <ginkgo/core/matrix/csr.hpp>
18 
19 
20 namespace gko {
26 namespace factorization {
27 
28 
69 template <typename ValueType = default_precision, typename IndexType = int32>
70 class ParIct : public Composition<ValueType> {
71 public:
72  using value_type = ValueType;
73  using index_type = IndexType;
75 
76  std::shared_ptr<const matrix_type> get_l_factor() const
77  {
78  // Can be `static_cast` since the type is guaranteed in this class
79  return std::static_pointer_cast<const matrix_type>(
80  this->get_operators()[0]);
81  }
82 
83  std::shared_ptr<const matrix_type> get_lt_factor() const
84  {
85  // Can be `static_cast` since the type is guaranteed in this class
86  return std::static_pointer_cast<const matrix_type>(
87  this->get_operators()[1]);
88  }
89 
90  // Remove the possibility of calling `create`, which was enabled by
91  // `Composition`
92  template <typename... Args>
93  static std::unique_ptr<Composition<ValueType>> create(Args&&... args) =
94  delete;
95 
97  {
103 
121  bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
122 
137  bool GKO_FACTORY_PARAMETER_SCALAR(approximate_select, true);
138 
156  bool GKO_FACTORY_PARAMETER_SCALAR(deterministic_sample, false);
157 
170  double GKO_FACTORY_PARAMETER_SCALAR(fill_in_limit, 2.0);
171 
176  std::shared_ptr<typename matrix_type::strategy_type>
177  GKO_FACTORY_PARAMETER_SCALAR(l_strategy, nullptr);
178 
183  std::shared_ptr<typename matrix_type::strategy_type>
184  GKO_FACTORY_PARAMETER_SCALAR(lt_strategy, nullptr);
185  };
188 
202  static parameters_type parse(
203  const config::pnode& config, const config::registry& context,
204  const config::type_descriptor& td_for_child =
205  config::make_type_descriptor<ValueType, IndexType>());
206 
207 protected:
208  explicit ParIct(const Factory* factory,
209  std::shared_ptr<const LinOp> system_matrix)
210  : Composition<ValueType>(factory->get_executor()),
211  parameters_{factory->get_parameters()}
212  {
213  if (parameters_.l_strategy == nullptr) {
214  parameters_.l_strategy =
215  std::make_shared<typename matrix_type::classical>();
216  }
217  if (parameters_.lt_strategy == nullptr) {
218  parameters_.lt_strategy =
219  std::make_shared<typename matrix_type::classical>();
220  }
221  generate_l_lt(std::move(system_matrix))->move_to(this);
222  }
223 
236  std::unique_ptr<Composition<ValueType>> generate_l_lt(
237  const std::shared_ptr<const LinOp>& system_matrix) const;
238 };
239 
240 
241 } // namespace factorization
242 } // namespace gko
243 
244 
245 #endif // GKO_PUBLIC_CORE_FACTORIZATION_PAR_ICT_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:27
gko::config::pnode
pnode describes a tree of properties.
Definition: property_tree.hpp:28
gko::factorization::ParIct
ParICT is an incomplete threshold-based Cholesky factorization which is computed in parallel.
Definition: par_ict.hpp:70
gko::factorization::ParIct::parameters_type::lt_strategy
std::shared_ptr< typename matrix_type::strategy_type > lt_strategy
Strategy which will be used by the L^T matrix.
Definition: par_ict.hpp:184
gko::size_type
std::size_t size_type
Integral type used for allocation quantities.
Definition: types.hpp:108
gko::factorization::ParIct::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_ict.hpp:177
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:37
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_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:1018
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::ParIct::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::config::registry
This class stores additional context for creating Ginkgo objects from configuration files.
Definition: registry.hpp:168
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::PolymorphicObject::get_executor
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition: polymorphic_object.hpp:235
gko::factorization::ParIct::Factory
Definition: par_ict.hpp:186