Ginkgo  Generated from pipelines/2171896597 branch based on develop. Ginkgo version 1.11.0
A numerical linear algebra library targeting many-core architectures
minres.hpp
1 // SPDX-FileCopyrightText: 2017 - 2025 The Ginkgo authors
2 //
3 // SPDX-License-Identifier: BSD-3-Clause
4 
5 #ifndef GKO_PUBLIC_CORE_SOLVER_MINRES_HPP_
6 #define GKO_PUBLIC_CORE_SOLVER_MINRES_HPP_
7 
8 
9 #include <vector>
10 
11 #include <ginkgo/core/base/array.hpp>
12 #include <ginkgo/core/base/exception_helpers.hpp>
13 #include <ginkgo/core/base/lin_op.hpp>
14 #include <ginkgo/core/base/math.hpp>
15 #include <ginkgo/core/base/types.hpp>
16 #include <ginkgo/core/config/property_tree.hpp>
17 #include <ginkgo/core/config/registry.hpp>
18 #include <ginkgo/core/config/type_descriptor.hpp>
19 #include <ginkgo/core/log/logger.hpp>
20 #include <ginkgo/core/solver/solver_base.hpp>
21 #include <ginkgo/core/stop/combined.hpp>
22 #include <ginkgo/core/stop/criterion.hpp>
23 
24 
25 namespace gko {
26 namespace solver {
27 
28 
56 template <typename ValueType = default_precision>
57 class Minres
58  : public EnableLinOp<Minres<ValueType>>,
59  public EnablePreconditionedIterativeSolver<ValueType, Minres<ValueType>>,
60  public Transposable {
61  friend class EnableLinOp<Minres>;
62  friend class EnablePolymorphicObject<Minres, LinOp>;
63  GKO_ASSERT_SUPPORTED_VALUE_TYPE;
64 
65 public:
66  using value_type = ValueType;
67  using transposed_type = Minres;
68 
69  std::unique_ptr<LinOp> transpose() const override;
70 
71  std::unique_ptr<LinOp> conj_transpose() const override;
72 
76  bool apply_uses_initial_guess() const override;
77 
78  class Factory;
79 
82  parameters_type, Factory> {};
83 
86 
100  static parameters_type parse(const config::pnode& config,
101  const config::registry& context,
102  const config::type_descriptor& td_for_child =
103  config::make_type_descriptor<ValueType>());
104 
105 protected:
106  void apply_impl(const LinOp* b, LinOp* x) const override;
107 
108  template <typename VectorType>
109  void apply_dense_impl(const VectorType* dense_b, VectorType* dense_x) const;
110 
111  void apply_impl(const LinOp* alpha, const LinOp* b, const LinOp* beta,
112  LinOp* x) const override;
113 
114  explicit Minres(std::shared_ptr<const Executor> exec);
115 
116  explicit Minres(const Factory* factory,
117  std::shared_ptr<const LinOp> system_matrix);
118 };
119 
120 
121 template <typename ValueType>
122 struct workspace_traits<Minres<ValueType>> {
123  using Solver = Minres<ValueType>;
124  // number of vectors used by this workspace
125  static int num_vectors(const Solver&);
126  // number of arrays used by this workspace
127  static int num_arrays(const Solver&);
128  // array containing the num_vectors names for the workspace vectors
129  static std::vector<std::string> op_names(const Solver&);
130  // array containing the num_arrays names for the workspace vectors
131  static std::vector<std::string> array_names(const Solver&);
132  // array containing all varying scalar vectors (independent of problem size)
133  static std::vector<int> scalars(const Solver&);
134  // array containing all varying vectors (dependent on problem size)
135  static std::vector<int> vectors(const Solver&);
136 
137  // residual vector
138  constexpr static int r = 0;
139  // preconditioned residual vector
140  constexpr static int z = 1;
141  // p vector
142  constexpr static int p = 2;
143  // q vector
144  constexpr static int q = 3;
145  // v vector
146  constexpr static int v = 4;
147  // z_tilde vector
148  constexpr static int z_tilde = 5;
149  // p_prev vector
150  constexpr static int p_prev = 6;
151  // q_prev vector
152  constexpr static int q_prev = 7;
153  // alpha scalar
154  constexpr static int alpha = 8;
155  // beta scalar
156  constexpr static int beta = 9;
157  // gamma scalar
158  constexpr static int gamma = 10;
159  // delta scalar
160  constexpr static int delta = 11;
161  // next eta scalar
162  constexpr static int eta_next = 12;
163  // current eta scalar
164  constexpr static int eta = 13;
165  // tau scalar
166  constexpr static int tau = 14;
167  // previous cos scalar
168  constexpr static int cos_prev = 15;
169  // current cos scalar
170  constexpr static int cos = 16;
171  // previous sin scalar
172  constexpr static int sin_prev = 17;
173  // current sin scalar
174  constexpr static int sin = 18;
175  // constant 1.0 scalar
176  constexpr static int one = 19;
177  // constant -1.0 scalar
178  constexpr static int minus_one = 20;
179 
180  // stopping status array
181  constexpr static int stop = 0;
182  // reduction tmp array
183  constexpr static int tmp = 1;
184 };
185 
186 
187 } // namespace solver
188 } // namespace gko
189 
190 
191 #endif // GKO_PUBLIC_CORE_SOLVER_MINRES_HPP_
gko::config::pnode
pnode describes a tree of properties.
Definition: property_tree.hpp:28
gko::log::profile_event_category::solver
Solver events.
gko::LinOp
Definition: lin_op.hpp:117
gko::Transposable
Linear operators which support transposition should implement the Transposable interface.
Definition: lin_op.hpp:433
gko::solver::enable_preconditioned_iterative_solver_factory_parameters
Definition: solver_base.hpp:854
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::solver::Minres::parameters_type
Definition: minres.hpp:80
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::solver::Minres::transpose
std::unique_ptr< LinOp > transpose() const override
Returns a LinOp representing the transpose of the Transposable object.
gko::solver::Minres
Minres is an iterative type Krylov subspace method, which is suitable for indefinite and full-rank sy...
Definition: minres.hpp:57
gko::solver::Minres::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 >())
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::solver::Minres::Factory
Definition: minres.hpp:84
gko::solver::Minres::apply_uses_initial_guess
bool apply_uses_initial_guess() const override
Return true as iterative solvers use the data in x as an initial guess.
gko::solver::workspace_traits
Traits class providing information on the type and location of workspace vectors inside a solver.
Definition: solver_base.hpp:238
gko::solver::Minres::conj_transpose
std::unique_ptr< LinOp > conj_transpose() const override
Returns a LinOp representing the conjugate transpose of the Transposable object.
gko::EnableLinOp
The EnableLinOp mixin can be used to provide sensible default implementations of the majority of the ...
Definition: lin_op.hpp:877
gko::solver::EnablePreconditionedIterativeSolver
A LinOp implementing this interface stores a system matrix and stopping criterion factory.
Definition: solver_base.hpp:799
gko::one
constexpr T one()
Returns the multiplicative identity for T.
Definition: math.hpp:654
gko::EnablePolymorphicObject
This mixin inherits from (a subclass of) PolymorphicObject and provides a base implementation of a ne...
Definition: polymorphic_object.hpp:667