Ginkgo  Generated from pipelines/2837190956 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
pipe_cg.hpp
1 // SPDX-FileCopyrightText: 2025 - 2026 The Ginkgo authors
2 //
3 // SPDX-License-Identifier: BSD-3-Clause
4 
5 #ifndef GKO_PUBLIC_CORE_SOLVER_PIPE_CG_HPP_
6 #define GKO_PUBLIC_CORE_SOLVER_PIPE_CG_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/config/type_descriptor.hpp>
19 #include <ginkgo/core/log/logger.hpp>
20 #include <ginkgo/core/matrix/dense.hpp>
21 #include <ginkgo/core/matrix/identity.hpp>
22 #include <ginkgo/core/solver/solver_base.hpp>
23 #include <ginkgo/core/stop/combined.hpp>
24 #include <ginkgo/core/stop/criterion.hpp>
25 
26 
27 namespace gko {
28 namespace solver {
29 
30 
91 template <typename ValueType = default_precision>
92 class PipeCg
93  : public LinOp,
94  public EnablePreconditionedIterativeSolver<ValueType, PipeCg<ValueType>>,
95  public Transposable {
96  GKO_ASSERT_SUPPORTED_VALUE_TYPE;
97 
98 public:
99  using value_type = ValueType;
101 
102  std::unique_ptr<LinOp> transpose() const override;
103 
104  std::unique_ptr<LinOp> conj_transpose() const override;
105 
111  bool apply_uses_initial_guess() const override { return true; }
112 
113  class Factory;
114 
117  parameters_type, Factory> {};
118 
121 
135  static parameters_type parse(const config::pnode& config,
136  const config::registry& context,
137  const config::type_descriptor& td_for_child =
138  config::make_type_descriptor<ValueType>());
139 
140 protected:
141  void apply_impl(const LinOp* b, LinOp* x) const override;
142 
143  template <typename VectorType>
144  void apply_dense_impl(const VectorType* b, VectorType* x) const;
145 
146  void apply_impl(const LinOp* alpha, const LinOp* b, const LinOp* beta,
147  LinOp* x) const override;
148 
149  explicit PipeCg(std::shared_ptr<const Executor> exec)
150  : LinOp(std::move(exec))
151  {}
152 
153  explicit PipeCg(const Factory* factory,
154  std::shared_ptr<const LinOp> system_matrix)
155  : LinOp(factory->get_executor(),
156  gko::transpose(system_matrix->get_size())),
157  EnablePreconditionedIterativeSolver<ValueType, PipeCg<ValueType>>{
158  std::move(system_matrix), factory->get_parameters()},
159  parameters_{factory->get_parameters()}
160  {}
161 };
162 
163 
164 template <typename ValueType>
165 struct workspace_traits<PipeCg<ValueType>> {
166  using Solver = PipeCg<ValueType>;
167  // number of vectors used by this workspace
168  static int num_vectors(const Solver&);
169  // number of arrays used by this workspace
170  static int num_arrays(const Solver&);
171  // array containing the num_vectors names for the workspace vectors
172  static std::vector<std::string> op_names(const Solver&);
173  // array containing the num_arrays names for the workspace vectors
174  static std::vector<std::string> array_names(const Solver&);
175  // array containing all varying scalar vectors (independent of problem size)
176  static std::vector<int> scalars(const Solver&);
177  // array containing all varying vectors (dependent on problem size)
178  static std::vector<int> vectors(const Solver&);
179 
180  // joint (residual vector | w vector)
181  constexpr static int rw = 0;
182  // preconditioned residual vector
183  constexpr static int z = 1;
184  // p vector
185  constexpr static int p = 2;
186  // m vector
187  constexpr static int m = 3;
188  // n vector
189  constexpr static int n = 4;
190  // q vector
191  constexpr static int q = 5;
192  // f vector
193  constexpr static int f = 6;
194  // g vector
195  constexpr static int g = 7;
196  // beta scalar
197  constexpr static int beta = 8;
198  // (rho|delta) joint scalar
199  constexpr static int rhodelta = 9;
200  // previous rho scalar
201  constexpr static int prev_rho = 10;
202  // constant 1.0 scalar
203  constexpr static int one = 11;
204  // constant -1.0 scalar
205  constexpr static int minus_one = 12;
206 
207  // stopping status array
208  constexpr static int stop = 0;
209  // reduction tmp array
210  constexpr static int tmp = 1;
211 };
212 
213 
214 } // namespace solver
215 } // namespace gko
216 
217 
218 #endif // GKO_PUBLIC_CORE_SOLVER_PIPE_CG_HPP_
gko::solver::PipeCg::transpose
std::unique_ptr< LinOp > transpose() const override
Returns a LinOp representing the transpose of the Transposable object.
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::PipeCg::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: pipe_cg.hpp:111
gko::solver::enable_preconditioned_iterative_solver_factory_parameters
Definition: solver_base.hpp:855
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::PipeCg::Factory
Definition: pipe_cg.hpp:119
gko::solver::PipeCg::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::solver::PipeCg::parameters_type
Definition: pipe_cg.hpp:115
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:899
gko::solver::PipeCg::conj_transpose
std::unique_ptr< LinOp > conj_transpose() const override
Returns a LinOp representing the conjugate transpose of the Transposable object.
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::PolymorphicObject::get_executor
std::shared_ptr< const Executor > get_executor() const noexcept
Returns the Executor of the object.
Definition: polymorphic_object.hpp:69
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::one
constexpr T one()
Returns the multiplicative identity for T.
Definition: math.hpp:653
gko::solver::PipeCg
PIPE_CG or the pipelined conjugate gradient method is an iterative type Krylov subspace method which ...
Definition: pipe_cg.hpp:92