Ginkgo  Generated from pipelines/2662685947 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 LinOp, public EnableMultigridLevel<ValueType> {
53  GKO_ASSERT_SUPPORTED_VALUE_AND_INDEX_TYPE;
54 
55 public:
56  using value_type = ValueType;
57  using index_type = IndexType;
58 
64  std::shared_ptr<const LinOp> get_system_matrix() const
65  {
66  return system_matrix_;
67  }
68 
69 
71  {
72  // Strength-of-connection threshold, theta
73  double GKO_FACTORY_PARAMETER_SCALAR(strength_threshold, 0.25);
74 
75  // Skips Csr sorting if set to true
76  bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
77 
78  // RS-coarsening only works for M-matrices. If this is true, skips this
79  // (potentially heavy) check
80  bool GKO_FACTORY_PARAMETER_SCALAR(skip_m_matrix_check, false);
81  };
84 
85  static parameters_type parse(
86  const config::pnode& config, const config::registry& context,
87  const config::type_descriptor& td_for_child =
88  config::make_type_descriptor<ValueType, IndexType>());
89 
90 protected:
91  void apply_impl(const LinOp* b, LinOp* x) const override
92  {
93  this->get_composition()->apply(b, x);
94  }
95 
96  void apply_impl(const LinOp* alpha, const LinOp* b, const LinOp* beta,
97  LinOp* x) const override
98  {
99  this->get_composition()->apply(alpha, b, beta, x);
100  }
101 
102  explicit Rs(std::shared_ptr<const Executor> exec) : LinOp(std::move(exec))
103  {}
104 
105  explicit Rs(const Factory* factory,
106  std::shared_ptr<const LinOp> system_matrix)
107  : LinOp(factory->get_executor(), system_matrix->get_size()),
108  EnableMultigridLevel<ValueType>(system_matrix),
109  parameters_{factory->get_parameters()},
110  system_matrix_{system_matrix}
111  {
112  if (system_matrix_->get_size()[0] != 0) {
113  // generate on the existing matrix
114  this->generate();
115  }
116  }
117 
118  void generate();
119 
120 private:
121  std::shared_ptr<const LinOp> system_matrix_{};
122 };
123 
124 
125 } // namespace multigrid
126 } // namespace gko
127 
128 
129 #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:186
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::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:900
gko::multigrid::Rs::Factory
Definition: rs.hpp:82
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::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:64
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::LinOp::get_size
const dim< 2 > & get_size() const noexcept
Returns the size of the operator.
Definition: lin_op.hpp:169