Ginkgo  Generated from pipelines/2837190956 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
schwarz.hpp
1 // SPDX-FileCopyrightText: 2017 - 2026 The Ginkgo authors
2 //
3 // SPDX-License-Identifier: BSD-3-Clause
4 
5 #ifndef GKO_PUBLIC_CORE_DISTRIBUTED_PRECONDITIONER_SCHWARZ_HPP_
6 #define GKO_PUBLIC_CORE_DISTRIBUTED_PRECONDITIONER_SCHWARZ_HPP_
7 
8 
9 #include <ginkgo/config.hpp>
10 
11 
12 #if GINKGO_BUILD_MPI
13 
14 
15 #include <ginkgo/core/base/abstract_factory.hpp>
16 #include <ginkgo/core/base/lin_op.hpp>
17 #include <ginkgo/core/config/config.hpp>
18 #include <ginkgo/core/config/registry.hpp>
19 #include <ginkgo/core/config/type_descriptor.hpp>
20 #include <ginkgo/core/distributed/matrix.hpp>
21 #include <ginkgo/core/distributed/vector.hpp>
22 #include <ginkgo/core/distributed/vector_cache.hpp>
23 #include <ginkgo/core/solver/solver_base.hpp>
24 
25 
26 namespace gko {
27 namespace experimental {
28 namespace distributed {
34 namespace preconditioner {
35 
36 
66 template <typename ValueType = default_precision,
67  typename LocalIndexType = int32, typename GlobalIndexType = int64>
68 class Schwarz : public LinOp {
69  GKO_ASSERT_SUPPORTED_VALUE_AND_DIST_INDEX_TYPE;
70 
71 public:
72  using value_type = ValueType;
73  using index_type = GlobalIndexType;
74  using local_index_type = LocalIndexType;
75  using global_index_type = GlobalIndexType;
76 
85  bool apply_uses_initial_guess() const override;
86 
88  {
92  std::shared_ptr<const LinOpFactory> GKO_DEFERRED_FACTORY_PARAMETER(
93  local_solver);
94 
98  std::shared_ptr<const LinOp> GKO_FACTORY_PARAMETER_SCALAR(
99  generated_local_solver, nullptr);
100 
112  bool GKO_FACTORY_PARAMETER_SCALAR(l1_smoother, false);
113 
121  ValueType GKO_FACTORY_PARAMETER_SCALAR(coarse_weight, ValueType{-1.0});
122 
131  std::shared_ptr<const LinOpFactory> GKO_DEFERRED_FACTORY_PARAMETER(
132  coarse_level);
133 
137  std::shared_ptr<const LinOpFactory> GKO_DEFERRED_FACTORY_PARAMETER(
138  coarse_solver);
139  };
142 
157  static parameters_type parse(
158  const config::pnode& config, const config::registry& context,
159  const config::type_descriptor& td_for_child =
160  config::make_type_descriptor<ValueType, LocalIndexType,
161  GlobalIndexType>());
162 
163 protected:
169  explicit Schwarz(std::shared_ptr<const Executor> exec)
170  : LinOp(std::move(exec))
171  {}
172 
180  explicit Schwarz(const Factory* factory,
181  std::shared_ptr<const LinOp> system_matrix)
182  : LinOp(factory->get_executor(),
183  gko::transpose(system_matrix->get_size())),
184  parameters_{factory->get_parameters()},
185  system_matrix_{system_matrix}
186  {
187  this->generate(system_matrix);
188  }
189 
193  void generate(std::shared_ptr<const LinOp> system_matrix);
194 
195  void apply_impl(const LinOp* b, LinOp* x) const override;
196 
197  template <typename VectorType>
198  void apply_dense_impl(const VectorType* b, VectorType* x) const;
199 
200  void apply_impl(const LinOp* alpha, const LinOp* b, const LinOp* beta,
201  LinOp* x) const override;
202 
203 private:
209  void set_solver(std::shared_ptr<const LinOp> new_solver);
210 
211  std::shared_ptr<const LinOp> local_solver_;
212  std::shared_ptr<const LinOp> system_matrix_;
213 
214  // Used for advanced apply
215  detail::VectorCache<ValueType> cache_;
216  // Used in apply for two-level method
217  detail::VectorCache<ValueType> csol_cache_;
218  detail::VectorCache<ValueType> crhs_cache_;
219 
220  std::shared_ptr<const LinOp> coarse_level_;
221  std::shared_ptr<const LinOp> coarse_solver_;
222  std::shared_ptr<const matrix::Dense<ValueType>> coarse_weight_;
223  std::shared_ptr<const matrix::Dense<ValueType>> local_weight_;
224 };
225 
226 
227 } // namespace preconditioner
228 } // namespace distributed
229 } // namespace experimental
230 } // namespace gko
231 
232 
233 #endif // GINKGO_BUILD_MPI
234 #endif // GKO_PUBLIC_CORE_DISTRIBUTED_PRECONDITIONER_SCHWARZ_HPP_
gko::config::pnode
pnode describes a tree of properties.
Definition: property_tree.hpp:28
gko::experimental::distributed::preconditioner::Schwarz::apply_uses_initial_guess
bool apply_uses_initial_guess() const override
Return whether the local solvers use the data in x as an initial guess.
gko::LinOp
Definition: lin_op.hpp:117
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:469
gko::experimental::distributed::preconditioner::Schwarz::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, LocalIndexType, GlobalIndexType >())
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:19
gko::experimental::distributed::preconditioner::Schwarz::Factory
Definition: schwarz.hpp:140
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::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:118
gko::int64
std::int64_t int64
64-bit signed integral type.
Definition: types.hpp:124
gko::default_precision
double default_precision
Precision used if no precision is explicitly specified.
Definition: types.hpp:183
gko::int32
std::int32_t int32
32-bit signed integral type.
Definition: types.hpp:118
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_CREATE_FACTORY_PARAMETERS
#define GKO_CREATE_FACTORY_PARAMETERS(_parameters_name, _factory_name)
This Macro will generate a new type containing the parameters for the factory _factory_name.
Definition: abstract_factory.hpp:304
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::LinOp::get_size
const dim< 2 > & get_size() const noexcept
Returns the size of the operator.
Definition: lin_op.hpp:169
gko::experimental::distributed::preconditioner::Schwarz
A Schwarz preconditioner is a simple domain decomposition preconditioner that generalizes the Block J...
Definition: schwarz.hpp:68