Ginkgo  Generated from pipelines/2603405218 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
rs.hpp
1 // SPDX-FileCopyrightText: 2017 - 2026 The Ginkgo authors
2 //
3 // SPDX-License-Identifier: BSD-3-Clause
4 
5 #ifndef GKO_PUBLIC_CORE_MULTIGRID_RS_HPP_
6 #define GKO_PUBLIC_CORE_MULTIGRID_RS_HPP_
7 
8 
9 #include <ginkgo/core/base/composition.hpp>
10 #include <ginkgo/core/base/exception_helpers.hpp>
11 #include <ginkgo/core/base/lin_op.hpp>
12 #include <ginkgo/core/base/types.hpp>
13 #include <ginkgo/core/config/config.hpp>
14 #include <ginkgo/core/matrix/csr.hpp>
15 #include <ginkgo/core/matrix/dense.hpp>
16 #include <ginkgo/core/multigrid/multigrid_level.hpp>
17 
18 #include "ginkgo/core/base/math.hpp"
19 
20 
21 namespace gko {
22 namespace multigrid {
23 
24 
51 template <typename ValueType = default_precision, typename IndexType = int32>
52 class Rs : public EnableLinOp<Rs<ValueType, IndexType>>,
53  public EnableMultigridLevel<ValueType> {
54  friend class EnableLinOp<Rs>;
55  friend class EnablePolymorphicObject<Rs, LinOp>;
56  GKO_ASSERT_SUPPORTED_VALUE_AND_INDEX_TYPE;
57 
58 public:
59  using value_type = ValueType;
60  using index_type = IndexType;
61 
67  std::shared_ptr<const LinOp> get_system_matrix() const
68  {
69  return system_matrix_;
70  }
71 
72 
74  {
75  // Strength-of-connection threshold, theta
76  double GKO_FACTORY_PARAMETER_SCALAR(strength_threshold, 0.25);
77 
78  // Skips Csr sorting if set to true
79  bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
80 
81  // RS-coarsening only works for M-matrices. If this is true, skips this
82  // (potentially heavy) check
83  bool GKO_FACTORY_PARAMETER_SCALAR(skip_m_matrix_check, false);
84  };
87 
88  static parameters_type parse(
89  const config::pnode& config, const config::registry& context,
90  const config::type_descriptor& td_for_child =
91  config::make_type_descriptor<ValueType, IndexType>());
92 
93 protected:
94  void apply_impl(const LinOp* b, LinOp* x) const override
95  {
96  this->get_composition()->apply(b, x);
97  }
98 
99  void apply_impl(const LinOp* alpha, const LinOp* b, const LinOp* beta,
100  LinOp* x) const override
101  {
102  this->get_composition()->apply(alpha, b, beta, x);
103  }
104 
105  explicit Rs(std::shared_ptr<const Executor> exec)
106  : EnableLinOp<Rs>(std::move(exec))
107  {}
108 
109  explicit Rs(const Factory* factory,
110  std::shared_ptr<const LinOp> system_matrix)
111  : EnableLinOp<Rs>(factory->get_executor(), system_matrix->get_size()),
112  EnableMultigridLevel<ValueType>(system_matrix),
113  parameters_{factory->get_parameters()},
114  system_matrix_{system_matrix}
115  {
116  if (system_matrix_->get_size()[0] != 0) {
117  // generate on the existing matrix
118  this->generate();
119  }
120  }
121 
122  void generate();
123 
124 private:
125  std::shared_ptr<const LinOp> system_matrix_{};
126 };
127 
128 
129 } // namespace multigrid
130 } // namespace gko
131 
132 
133 #endif // GKO_PUBLIC_CORE_MULTIGRID_RS_HPP_
gko::config::pnode
pnode describes a tree of properties.
Definition: property_tree.hpp:28
gko::LinOp
Definition: lin_op.hpp:117
gko::multigrid::Rs
Rs implements the Ruge–Stueben (classical) Algebraic Multigrid (AMG) coarsening strategy for M-matric...
Definition: rs.hpp:52
gko::UseComposition::get_composition
std::shared_ptr< Composition< ValueType > > get_composition() const
Returns the composition operators.
Definition: composition.hpp:187
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::multigrid::EnableMultigridLevel
The EnableMultigridLevel gives the default implementation of MultigridLevel with composition and prov...
Definition: multigrid_level.hpp:81
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:948
gko::multigrid::Rs::Factory
Definition: rs.hpp:85
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::multigrid::Rs::get_system_matrix
std::shared_ptr< const LinOp > get_system_matrix() const
Returns the system operator (matrix) of the linear system.
Definition: rs.hpp:67
gko::PolymorphicObject::get_executor
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition: polymorphic_object.hpp:243
gko::LinOp::get_size
const dim< 2 > & get_size() const noexcept
Returns the size of the operator.
Definition: lin_op.hpp:169
gko::EnableLinOp
The EnableLinOp mixin can be used to provide sensible default implementations of the majority of the ...
Definition: lin_op.hpp:836
gko::EnablePolymorphicObject
This mixin inherits from (a subclass of) PolymorphicObject and provides a base implementation of a ne...
Definition: polymorphic_object.hpp:667