Ginkgo  Generated from pipelines/2969282958 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
minres.hpp
1 // SPDX-FileCopyrightText: 2017 - 2026 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 
77 template <typename ValueType = default_precision>
78 class Minres
79  : public LinOp,
80  public EnablePreconditionedIterativeSolver<ValueType, Minres<ValueType>>,
81  public Transposable {
82  GKO_ASSERT_SUPPORTED_VALUE_TYPE;
83 
84 public:
85  using value_type = ValueType;
86  using transposed_type = Minres;
87 
88  std::unique_ptr<LinOp> transpose() const override;
89 
90  std::unique_ptr<LinOp> conj_transpose() const override;
91 
95  bool apply_uses_initial_guess() const override;
96 
97  class Factory;
98 
101  parameters_type, Factory> {};
102 
105 
119  static parameters_type parse(const config::pnode& config,
120  const config::registry& context,
121  const config::type_descriptor& td_for_child =
122  config::make_type_descriptor<ValueType>());
123 
124 protected:
125  void apply_impl(const LinOp* b, LinOp* x) const override;
126 
127  template <typename VectorType>
128  void apply_dense_impl(const VectorType* dense_b, VectorType* dense_x) const;
129 
130  void apply_impl(const LinOp* alpha, const LinOp* b, const LinOp* beta,
131  LinOp* x) const override;
132 
133  explicit Minres(std::shared_ptr<const Executor> exec);
134 
135  explicit Minres(const Factory* factory,
136  std::shared_ptr<const LinOp> system_matrix);
137 };
138 
139 
140 template <typename ValueType>
141 struct nullspace_traits<Minres<ValueType>> {
142  static constexpr bool is_supported = true;
143  static constexpr bool requires_hermitian = true;
144  static constexpr bool two_sided_projection = true;
145 };
146 
147 
148 template <typename ValueType>
149 struct workspace_traits<Minres<ValueType>> {
150  using Solver = Minres<ValueType>;
151  // number of vectors used by this workspace
152  static int num_vectors(const Solver&);
153  // number of arrays used by this workspace
154  static int num_arrays(const Solver&);
155  // array containing the num_vectors names for the workspace vectors
156  static std::vector<std::string> op_names(const Solver&);
157  // array containing the num_arrays names for the workspace vectors
158  static std::vector<std::string> array_names(const Solver&);
159  // array containing all varying scalar vectors (independent of problem size)
160  static std::vector<int> scalars(const Solver&);
161  // array containing all varying vectors (dependent on problem size)
162  static std::vector<int> vectors(const Solver&);
163 
164  // residual vector
165  constexpr static int r = 0;
166  // preconditioned residual vector
167  constexpr static int z = 1;
168  // p vector
169  constexpr static int p = 2;
170  // q vector
171  constexpr static int q = 3;
172  // v vector
173  constexpr static int v = 4;
174  // z_tilde vector
175  constexpr static int z_tilde = 5;
176  // p_prev vector
177  constexpr static int p_prev = 6;
178  // q_prev vector
179  constexpr static int q_prev = 7;
180  // alpha scalar
181  constexpr static int alpha = 8;
182  // beta scalar
183  constexpr static int beta = 9;
184  // gamma scalar
185  constexpr static int gamma = 10;
186  // delta scalar
187  constexpr static int delta = 11;
188  // next eta scalar
189  constexpr static int eta_next = 12;
190  // current eta scalar
191  constexpr static int eta = 13;
192  // tau scalar
193  constexpr static int tau = 14;
194  // previous cos scalar
195  constexpr static int cos_prev = 15;
196  // current cos scalar
197  constexpr static int cos = 16;
198  // previous sin scalar
199  constexpr static int sin_prev = 17;
200  // current sin scalar
201  constexpr static int sin = 18;
202  // constant 1.0 scalar
203  constexpr static int one = 19;
204  // constant -1.0 scalar
205  constexpr static int minus_one = 20;
206  // right-hand side projected onto the range of the system matrix
207  constexpr static int proj_rhs = 21;
208 
209  // stopping status array
210  constexpr static int stop = 0;
211  // reduction tmp array
212  constexpr static int tmp = 1;
213 };
214 
215 
216 } // namespace solver
217 } // namespace gko
218 
219 
220 #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::solver::nullspace_traits
Traits describing how an iterative solver handles the nullspaces given by the nullspace and left_null...
Definition: solver_base.hpp:808
gko::Transposable
Linear operators which support transposition should implement the Transposable interface.
Definition: lin_op.hpp:492
gko::solver::enable_preconditioned_iterative_solver_factory_parameters
Definition: solver_base.hpp:1136
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::solver::Minres::parameters_type
Definition: minres.hpp:99
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:1094
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:78
gko::solver::nullspace_traits::requires_hermitian
static constexpr bool requires_hermitian
Whether the solver requires a Hermitian system matrix.
Definition: solver_base.hpp:819
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:418
gko::solver::Minres::Factory
Definition: minres.hpp:103
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:247
gko::solver::nullspace_traits::two_sided_projection
static constexpr bool two_sided_projection
Whether the solver needs the two-sided projection of its preconditioner , which is symmetric for sym...
Definition: solver_base.hpp:827
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::solver::EnablePreconditionedIterativeSolver
A LinOp implementing this interface stores a system matrix and stopping criterion factory.
Definition: solver_base.hpp:842
gko::solver::nullspace_traits::is_supported
static constexpr bool is_supported
Whether the solver removes the nullspaces.
Definition: solver_base.hpp:813
gko::one
constexpr T one()
Returns the multiplicative identity for T.
Definition: math.hpp:653