Ginkgo  Generated from pipelines/2837190956 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
par_ic.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_IC_HPP_
6 #define GKO_PUBLIC_CORE_FACTORIZATION_PAR_IC_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 
70 template <typename ValueType = default_precision, typename IndexType = int32>
71 class ParIc : public Composition<ValueType> {
72  GKO_ASSERT_SUPPORTED_VALUE_AND_INDEX_TYPE;
73 
74 public:
75  using value_type = ValueType;
76  using index_type = IndexType;
78 
79  std::shared_ptr<const matrix_type> get_l_factor() const
80  {
81  // Can be `static_cast` since the type is guaranteed in this class
82  return std::static_pointer_cast<const matrix_type>(
83  this->get_operators()[0]);
84  }
85 
86  std::shared_ptr<const matrix_type> get_lt_factor() const
87  {
88  if (this->get_operators().size() == 2) {
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  } else {
93  return std::static_pointer_cast<const matrix_type>(
94  share(get_l_factor()->conj_transpose()));
95  }
96  }
97 
98  // Remove the possibility of calling `create`, which was enabled by
99  // `Composition`
100  template <typename... Args>
101  static std::unique_ptr<Composition<ValueType>> create(Args&&... args) =
102  delete;
103 
105  {
113 
124  bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
125 
126  GKO_BEGIN_DISABLE_DEPRECATION_WARNINGS
127 
132  GKO_DEPRECATED("use matrix::csr::spmv_strategy instead")
133  parameters_type& with_l_strategy(
134  std::shared_ptr<typename matrix_type::strategy_type> value)
135  {
136  if (value) {
137  this->l_strategy = value->get_enum();
138  } else {
139  this->l_strategy = matrix::csr::spmv_strategy::classical;
140  }
141  return *this;
142  }
143 
144  GKO_END_DISABLE_DEPRECATION_WARNINGS
145 
150  parameters_type& with_l_strategy(matrix::csr::spmv_strategy value)
151  {
152  this->l_strategy = value;
153  return *this;
154  }
155 
156  matrix::csr::spmv_strategy l_strategy{
157  matrix::csr::spmv_strategy::classical};
158 
164  bool GKO_FACTORY_PARAMETER_SCALAR(both_factors, true);
165  };
168 
182  static parameters_type parse(
183  const config::pnode& config, const config::registry& context,
184  const config::type_descriptor& td_for_child =
185  config::make_type_descriptor<ValueType, IndexType>());
186 
187 protected:
188  explicit ParIc(const Factory* factory,
189  std::shared_ptr<const LinOp> system_matrix)
190  : Composition<ValueType>(factory->get_executor()),
191  parameters_{factory->get_parameters()}
192  {
193  auto comp = generate(system_matrix, parameters_.skip_sorting,
194  parameters_.both_factors);
195  for (auto& op : comp->get_operators()) {
196  this->add_operators(op);
197  }
198  }
199 
200  std::unique_ptr<Composition<ValueType>> generate(
201  const std::shared_ptr<const LinOp>& system_matrix, bool skip_sorting,
202  bool both_factors) const;
203 };
204 
205 
206 } // namespace factorization
207 } // namespace gko
208 
209 
210 #endif // GKO_PUBLIC_CORE_FACTORIZATION_PAR_IC_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::factorization::ParIc::parameters_type
Definition: par_ic.hpp:104
gko::factorization::ParIc::parameters_type::both_factors
bool both_factors
true will generate both L and L^H, false will only generate the L factor, resulting in a Composition ...
Definition: par_ic.hpp:164
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: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::ParIc::Factory
Definition: par_ic.hpp:166
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::factorization::ParIc::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_ic.hpp:150
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::share
detail::shared_type< OwningPointer > share(OwningPointer &&p)
Marks the object pointed to by p as shared.
Definition: utils_helper.hpp:174
gko::factorization::ParIc
ParIC is an incomplete Cholesky factorization which is computed in parallel.
Definition: par_ic.hpp:71
gko::factorization::ParIc::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: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::Composition::conj_transpose
std::unique_ptr< LinOp > conj_transpose() const override
Returns a LinOp representing the conjugate transpose of the Transposable object.
gko::factorization::ParIc::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_ic.hpp:124
gko::PolymorphicObject::get_executor
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition: polymorphic_object.hpp:69