Ginkgo  Generated from pipelines/1556235455 branch based on develop. Ginkgo version 1.9.0
A numerical linear algebra library targeting many-core architectures
par_ic.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_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 
68 template <typename ValueType = default_precision, typename IndexType = int32>
69 class ParIc : public Composition<ValueType> {
70 public:
71  using value_type = ValueType;
72  using index_type = IndexType;
74 
75  std::shared_ptr<const matrix_type> get_l_factor() const
76  {
77  // Can be `static_cast` since the type is guaranteed in this class
78  return std::static_pointer_cast<const matrix_type>(
79  this->get_operators()[0]);
80  }
81 
82  std::shared_ptr<const matrix_type> get_lt_factor() const
83  {
84  if (this->get_operators().size() == 2) {
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  } else {
89  return std::static_pointer_cast<const matrix_type>(
90  share(get_l_factor()->conj_transpose()));
91  }
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  std::shared_ptr<typename matrix_type::strategy_type>
127  GKO_FACTORY_PARAMETER_SCALAR(l_strategy, nullptr);
128 
134  bool GKO_FACTORY_PARAMETER_SCALAR(both_factors, true);
135  };
138 
152  static parameters_type parse(
153  const config::pnode& config, const config::registry& context,
154  const config::type_descriptor& td_for_child =
155  config::make_type_descriptor<ValueType, IndexType>());
156 
157 protected:
158  explicit ParIc(const Factory* factory,
159  std::shared_ptr<const LinOp> system_matrix)
160  : Composition<ValueType>(factory->get_executor()),
161  parameters_{factory->get_parameters()}
162  {
163  if (parameters_.l_strategy == nullptr) {
164  parameters_.l_strategy =
165  std::make_shared<typename matrix_type::classical>();
166  }
167  generate(system_matrix, parameters_.skip_sorting,
168  parameters_.both_factors)
169  ->move_to(this);
170  }
171 
172  std::unique_ptr<Composition<ValueType>> generate(
173  const std::shared_ptr<const LinOp>& system_matrix, bool skip_sorting,
174  bool both_factors) const;
175 };
176 
177 
178 } // namespace factorization
179 } // namespace gko
180 
181 
182 #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:28
gko::config::pnode
pnode describes a tree of properties.
Definition: property_tree.hpp:28
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:134
gko::size_type
std::size_t size_type
Integral type used for allocation quantities.
Definition: types.hpp:86
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: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::ParIc::Factory
Definition: par_ic.hpp:136
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:1017
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:224
gko::factorization::ParIc
ParIC is an incomplete Cholesky factorization which is computed in parallel.
Definition: par_ic.hpp:69
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: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::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:120
gko::PolymorphicObject::get_executor
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition: polymorphic_object.hpp:234
gko::factorization::ParIc::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_ic.hpp:127