Ginkgo  Generated from pipelines/2662685947 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
bicgstab.hpp
1 // SPDX-FileCopyrightText: 2017 - 2026 The Ginkgo authors
2 //
3 // SPDX-License-Identifier: BSD-3-Clause
4 
5 #ifndef GKO_PUBLIC_CORE_SOLVER_BICGSTAB_HPP_
6 #define GKO_PUBLIC_CORE_SOLVER_BICGSTAB_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/config.hpp>
17 #include <ginkgo/core/config/registry.hpp>
18 #include <ginkgo/core/log/logger.hpp>
19 #include <ginkgo/core/matrix/dense.hpp>
20 #include <ginkgo/core/matrix/identity.hpp>
21 #include <ginkgo/core/solver/solver_base.hpp>
22 #include <ginkgo/core/stop/combined.hpp>
23 #include <ginkgo/core/stop/criterion.hpp>
24 
25 
26 namespace gko {
32 namespace solver {
33 
34 
50 template <typename ValueType = default_precision>
51 class Bicgstab
52  : public LinOp,
53  public EnablePreconditionedIterativeSolver<ValueType,
54  Bicgstab<ValueType>>,
55  public Transposable {
56  GKO_ASSERT_SUPPORTED_VALUE_TYPE;
57 
58 public:
59  using value_type = ValueType;
61 
62  std::unique_ptr<LinOp> transpose() const override;
63 
64  std::unique_ptr<LinOp> conj_transpose() const override;
65 
71  bool apply_uses_initial_guess() const override { return true; }
72 
73  class Factory;
76  parameters_type, Factory> {};
77 
80 
94  static parameters_type parse(const config::pnode& config,
95  const config::registry& context,
96  const config::type_descriptor& td_for_child =
97  config::make_type_descriptor<ValueType>());
98 
99 protected:
100  void apply_impl(const LinOp* b, LinOp* x) const override;
101 
102  template <typename VectorType>
103  void apply_dense_impl(const VectorType* b, VectorType* x) const;
104 
105  void apply_impl(const LinOp* alpha, const LinOp* b, const LinOp* beta,
106  LinOp* x) const override;
107 
108  explicit Bicgstab(std::shared_ptr<const Executor> exec)
109  : LinOp(std::move(exec))
110  {}
111 
112  explicit Bicgstab(const Factory* factory,
113  std::shared_ptr<const LinOp> system_matrix)
114  : LinOp(factory->get_executor(),
115  gko::transpose(system_matrix->get_size())),
116  EnablePreconditionedIterativeSolver<ValueType, Bicgstab<ValueType>>{
117  std::move(system_matrix), factory->get_parameters()},
118  parameters_{factory->get_parameters()}
119  {}
120 };
121 
122 
123 template <typename ValueType>
124 struct workspace_traits<Bicgstab<ValueType>> {
125  using Solver = Bicgstab<ValueType>;
126  // number of vectors used by this workspace
127  static int num_vectors(const Solver&);
128  // number of arrays used by this workspace
129  static int num_arrays(const Solver&);
130  // array containing the num_vectors names for the workspace vectors
131  static std::vector<std::string> op_names(const Solver&);
132  // array containing the num_arrays names for the workspace vectors
133  static std::vector<std::string> array_names(const Solver&);
134  // array containing all varying scalar vectors (independent of problem size)
135  static std::vector<int> scalars(const Solver&);
136  // array containing all varying vectors (dependent on problem size)
137  static std::vector<int> vectors(const Solver&);
138 
139  // residual vector
140  constexpr static int r = 0;
141  // preconditioned residual vector
142  constexpr static int z = 1;
143  // y vector
144  constexpr static int y = 2;
145  // v vector
146  constexpr static int v = 3;
147  // s vector
148  constexpr static int s = 4;
149  // t vector
150  constexpr static int t = 5;
151  // p vector
152  constexpr static int p = 6;
153  // rr vector
154  constexpr static int rr = 7;
155  // alpha scalar
156  constexpr static int alpha = 8;
157  // beta scalar
158  constexpr static int beta = 9;
159  // gamma scalar
160  constexpr static int gamma = 10;
161  // previous rho scalar
162  constexpr static int prev_rho = 11;
163  // current rho scalar
164  constexpr static int rho = 12;
165  // omega scalar
166  constexpr static int omega = 13;
167  // constant 1.0 scalar
168  constexpr static int one = 14;
169  // constant -1.0 scalar
170  constexpr static int minus_one = 15;
171 
172  // stopping status array
173  constexpr static int stop = 0;
174  // reduction tmp array
175  constexpr static int tmp = 1;
176 };
177 
178 
179 } // namespace solver
180 } // namespace gko
181 
182 
183 #endif // GKO_PUBLIC_CORE_SOLVER_BICGSTAB_HPP_
gko::solver::Bicgstab::parameters_type
Definition: bicgstab.hpp:74
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:392
gko::solver::Bicgstab
BiCGSTAB or the Bi-Conjugate Gradient-Stabilized is a Krylov subspace solver.
Definition: bicgstab.hpp:51
gko::solver::Bicgstab::conj_transpose
std::unique_ptr< LinOp > conj_transpose() const override
Returns a LinOp representing the conjugate transpose of the Transposable object.
gko::solver::enable_preconditioned_iterative_solver_factory_parameters
Definition: solver_base.hpp:855
gko::solver::Bicgstab::Factory
Definition: bicgstab.hpp:78
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::solver::Bicgstab::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
The Ginkgo namespace.
Definition: abstract_factory.hpp:20
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::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::solver::Bicgstab::transpose
std::unique_ptr< LinOp > transpose() const override
Returns a LinOp representing the transpose of the Transposable object.
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::solver::workspace_traits
Traits class providing information on the type and location of workspace vectors inside a solver.
Definition: solver_base.hpp:238
gko::LinOp::get_size
const dim< 2 > & get_size() const noexcept
Returns the size of the operator.
Definition: lin_op.hpp:169
gko::solver::EnablePreconditionedIterativeSolver
A LinOp implementing this interface stores a system matrix and stopping criterion factory.
Definition: solver_base.hpp:800
gko::solver::Bicgstab::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.
Definition: bicgstab.hpp:71
gko::one
constexpr T one()
Returns the multiplicative identity for T.
Definition: math.hpp:654