Ginkgo  Generated from pipelines/2662685947 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
cb_gmres.hpp
1 // SPDX-FileCopyrightText: 2017 - 2026 The Ginkgo authors
2 //
3 // SPDX-License-Identifier: BSD-3-Clause
4 
5 #ifndef GKO_PUBLIC_CORE_SOLVER_CB_GMRES_HPP_
6 #define GKO_PUBLIC_CORE_SOLVER_CB_GMRES_HPP_
7 
8 
9 #include <memory>
10 #include <vector>
11 
12 #include <ginkgo/core/base/array.hpp>
13 #include <ginkgo/core/base/exception_helpers.hpp>
14 #include <ginkgo/core/base/lin_op.hpp>
15 #include <ginkgo/core/base/math.hpp>
16 #include <ginkgo/core/base/types.hpp>
17 #include <ginkgo/core/config/config.hpp>
18 #include <ginkgo/core/config/registry.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 
31 namespace cb_gmres {
32 
33 
61 enum class storage_precision {
62  keep,
63  reduce1,
64  reduce2,
65  integer,
66  ireduce1,
67  ireduce2
68 };
69 
70 
71 } // namespace cb_gmres
72 
73 
95 template <typename ValueType = default_precision>
96 class CbGmres : public LinOp,
97  public EnablePreconditionedIterativeSolver<ValueType,
98  CbGmres<ValueType>> {
99  GKO_ASSERT_SUPPORTED_VALUE_TYPE;
100 
101 public:
102  using value_type = ValueType;
103 
109  size_type get_krylov_dim() const { return parameters_.krylov_dim; }
110 
116  void set_krylov_dim(size_type other) { parameters_.krylov_dim = other; }
117 
123  cb_gmres::storage_precision get_storage_precision() const
124  {
125  return parameters_.storage_precision;
126  }
127 
128  class Factory;
129 
132  parameters_type, Factory> {
136  cb_gmres::storage_precision GKO_FACTORY_PARAMETER_SCALAR(
137  storage_precision, cb_gmres::storage_precision::reduce1);
138 
143  };
144 
147 
161  static parameters_type parse(const config::pnode& config,
162  const config::registry& context,
163  const config::type_descriptor& td_for_child =
164  config::make_type_descriptor<ValueType>());
165 
166 protected:
167  void apply_impl(const LinOp* b, LinOp* x) const override;
168 
169  void apply_dense_impl(const matrix::Dense<ValueType>* b,
170  matrix::Dense<ValueType>* x) const;
171 
172  void apply_impl(const LinOp* alpha, const LinOp* b, const LinOp* beta,
173  LinOp* x) const override;
174 
175  explicit CbGmres(std::shared_ptr<const Executor> exec)
176  : LinOp(std::move(exec))
177  {}
178 
179  explicit CbGmres(const Factory* factory,
180  std::shared_ptr<const LinOp> system_matrix)
181  : LinOp(factory->get_executor(), transpose(system_matrix->get_size())),
182  EnablePreconditionedIterativeSolver<ValueType, CbGmres<ValueType>>{
183  std::move(system_matrix), factory->get_parameters()},
184  parameters_{factory->get_parameters()}
185  {}
186 };
187 
188 
189 } // namespace solver
190 } // namespace gko
191 
192 
193 #endif // GKO_PUBLIC_CORE_SOLVER_CB_GMRES_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::matrix::Dense
Dense is a matrix format which explicitly stores all values of the matrix.
Definition: dense_cache.hpp:28
gko::solver::CbGmres::get_storage_precision
cb_gmres::storage_precision get_storage_precision() const
Returns the storage precision used internally.
Definition: cb_gmres.hpp:123
gko::solver::CbGmres::get_krylov_dim
size_type get_krylov_dim() const
Returns the Krylov dimension.
Definition: cb_gmres.hpp:109
gko::solver::CbGmres::set_krylov_dim
void set_krylov_dim(size_type other)
Sets the Krylov dimension.
Definition: cb_gmres.hpp:116
gko::solver::CbGmres::Factory
Definition: cb_gmres.hpp:145
gko::size_type
std::size_t size_type
Integral type used for allocation quantities.
Definition: types.hpp:90
gko::solver::CbGmres::parameters_type::storage_precision
cb_gmres::storage_precision storage_precision
Determines which storage type is used.
Definition: cb_gmres.hpp:137
gko::solver::enable_preconditioned_iterative_solver_factory_parameters
Definition: solver_base.hpp:855
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::solver::CbGmres::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::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_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::solver::CbGmres::parameters_type
Definition: cb_gmres.hpp:130
gko::transpose
batch_dim< 2, DimensionType > transpose(const batch_dim< 2, DimensionType > &input)
Returns a batch_dim object with its dimensions swapped for batched operators.
Definition: batch_dim.hpp:119
gko::solver::CbGmres::parameters_type::krylov_dim
size_type krylov_dim
Krylov dimension factory.
Definition: cb_gmres.hpp:142
gko::solver::CbGmres
CB-GMRES or the compressed basis generalized minimal residual method is an iterative type Krylov subs...
Definition: cb_gmres.hpp:96
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::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
gko::solver::EnablePreconditionedIterativeSolver
A LinOp implementing this interface stores a system matrix and stopping criterion factory.
Definition: solver_base.hpp:800