Ginkgo  Generated from pipelines/2457497073 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
ic.hpp
1 // SPDX-FileCopyrightText: 2017 - 2026 The Ginkgo authors
2 //
3 // SPDX-License-Identifier: BSD-3-Clause
4 
5 #ifndef GKO_PUBLIC_CORE_PRECONDITIONER_IC_HPP_
6 #define GKO_PUBLIC_CORE_PRECONDITIONER_IC_HPP_
7 
8 
9 #include <memory>
10 #include <type_traits>
11 
12 #include <ginkgo/core/base/abstract_factory.hpp>
13 #include <ginkgo/core/base/composition.hpp>
14 #include <ginkgo/core/base/exception.hpp>
15 #include <ginkgo/core/base/exception_helpers.hpp>
16 #include <ginkgo/core/base/lin_op.hpp>
17 #include <ginkgo/core/base/precision_dispatch.hpp>
18 #include <ginkgo/core/base/type_traits.hpp>
19 #include <ginkgo/core/config/config.hpp>
20 #include <ginkgo/core/config/registry.hpp>
21 #include <ginkgo/core/factorization/par_ic.hpp>
22 #include <ginkgo/core/matrix/dense.hpp>
23 #include <ginkgo/core/solver/solver_traits.hpp>
24 #include <ginkgo/core/solver/triangular.hpp>
25 #include <ginkgo/core/stop/combined.hpp>
26 #include <ginkgo/core/stop/iteration.hpp>
27 #include <ginkgo/core/stop/residual_norm.hpp>
28 
29 
30 namespace gko {
31 namespace preconditioner {
32 
33 
78 template <typename ValueType = default_precision, typename IndexType = int32>
79 class Ic : public EnableLinOp<Ic<ValueType, IndexType>>, public Transposable {
80  friend class EnableLinOp<Ic>;
81  friend class EnablePolymorphicObject<Ic, LinOp>;
82 
83 public:
84  using value_type = ValueType;
85  using index_type = IndexType;
86  using transposed_type = Ic;
87 
88  class Factory;
89 
91  : public enable_parameters_type<parameters_type, Factory> {
95  std::shared_ptr<const LinOpFactory> l_solver_factory{};
96 
100  std::shared_ptr<const LinOpFactory> factorization_factory{};
101 
109  {
110  this->l_solver_generator = std::move(solver);
111  this->deferred_factories["l_solver"] = [](const auto& exec,
112  auto& params) {
113  if (!params.l_solver_generator.is_empty()) {
114  params.l_solver_factory =
115  params.l_solver_generator.on(exec);
116  }
117  };
118  return *this;
119  }
120 
121  parameters_type& with_factorization(
123  {
124  this->factorization_generator = std::move(factorization);
125  this->deferred_factories["factorization"] = [](const auto& exec,
126  auto& params) {
127  if (!params.factorization_generator.is_empty()) {
128  params.factorization_factory =
129  params.factorization_generator.on(exec);
130  }
131  };
132  return *this;
133  }
134 
135  private:
136  deferred_factory_parameter<const LinOpFactory> l_solver_generator;
137 
138  deferred_factory_parameter<const LinOpFactory> factorization_generator;
139  };
140 
143 
162  static parameters_type parse(
163  const config::pnode& config, const config::registry& context,
164  const config::type_descriptor& td_for_child =
165  config::make_type_descriptor<value_type, index_type>());
166 
172  std::shared_ptr<const LinOp> get_l_solver() const { return l_solver_; }
173 
179  std::shared_ptr<const LinOp> get_lh_solver() const { return lh_solver_; }
180 
181  std::unique_ptr<LinOp> transpose() const override;
182 
183  std::unique_ptr<LinOp> conj_transpose() const override;
184 
190  Ic& operator=(const Ic& other);
191 
198  Ic& operator=(Ic&& other);
199 
204  Ic(const Ic& other);
205 
211  Ic(Ic&& other);
212 
213 protected:
214  void apply_impl(const LinOp* b, LinOp* x) const override;
215 
216  void apply_impl(const LinOp* alpha, const LinOp* b, const LinOp* beta,
217  LinOp* x) const override;
218 
219  explicit Ic(std::shared_ptr<const Executor> exec);
220 
221  explicit Ic(const Factory* factory, std::shared_ptr<const LinOp> lin_op);
222 
230  void set_cache_to(const LinOp* b) const;
231 
232 private:
233  std::shared_ptr<const LinOp> l_solver_{};
234  std::shared_ptr<const LinOp> lh_solver_{};
245  mutable struct cache_struct {
246  cache_struct() = default;
247  ~cache_struct() = default;
248  cache_struct(const cache_struct&) {}
249  cache_struct(cache_struct&&) {}
250  cache_struct& operator=(const cache_struct&) { return *this; }
251  cache_struct& operator=(cache_struct&&) { return *this; }
252  std::unique_ptr<LinOp> intermediate{};
253  } cache_;
254 };
255 
256 
257 } // namespace preconditioner
258 } // namespace gko
259 
260 
261 #endif // GKO_PUBLIC_CORE_PRECONDITIONER_IC_HPP_
gko::preconditioner::Ic::conj_transpose
std::unique_ptr< LinOp > conj_transpose() const override
Returns a LinOp representing the conjugate transpose of the Transposable object.
gko::config::pnode
pnode describes a tree of properties.
Definition: property_tree.hpp:28
gko::LinOp
Definition: lin_op.hpp:117
gko::preconditioner::Ic::parameters_type::factorization_factory
std::shared_ptr< const LinOpFactory > factorization_factory
Factory for the factorization.
Definition: ic.hpp:100
gko::Transposable
Linear operators which support transposition should implement the Transposable interface.
Definition: lin_op.hpp:392
gko::preconditioner::Ic
The Incomplete Cholesky (IC) preconditioner solves the equation for a given lower triangular matrix ...
Definition: ic.hpp:79
gko::preconditioner::Ic::parse
static parameters_type parse(const config::pnode &config, const config::registry &context, const config::type_descriptor &td_for_child=config::make_type_descriptor< value_type, index_type >())
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::preconditioner::Ic::get_lh_solver
std::shared_ptr< const LinOp > get_lh_solver() const
Returns the solver which is used for the L^H matrix.
Definition: ic.hpp:179
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:948
gko::preconditioner::Ic::parameters_type
Definition: ic.hpp:90
gko::preconditioner::Ic::parameters_type::with_l_solver
parameters_type & with_l_solver(deferred_factory_parameter< const LinOpFactory > solver)
When LSolverTypeOrValueType is a concrete solver type, this only accepts the factory from the same co...
Definition: ic.hpp:107
gko::preconditioner::Ic::get_l_solver
std::shared_ptr< const LinOp > get_l_solver() const
Returns the solver which is used for the provided L matrix.
Definition: ic.hpp:172
gko::preconditioner::Ic::operator=
Ic & operator=(const Ic &other)
Copy-assigns an IC preconditioner.
gko::preconditioner::Ic::Factory
Definition: ic.hpp:141
gko::preconditioner::Ic::parameters_type::l_solver_factory
std::shared_ptr< const LinOpFactory > l_solver_factory
Factory for the L solver.
Definition: ic.hpp:95
gko::preconditioner::Ic::transpose
std::unique_ptr< LinOp > transpose() const override
Returns a LinOp representing the transpose of the Transposable object.
gko::preconditioner::Ic::Ic
Ic(const Ic &other)
Copy-constructs an IC preconditioner.
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:394
gko::enable_parameters_type
The enable_parameters_type mixin is used to create a base implementation of the factory parameters st...
Definition: abstract_factory.hpp:211
gko::deferred_factory_parameter
Represents a factory parameter of factory type that can either initialized by a pre-existing factory ...
Definition: abstract_factory.hpp:309
gko::EnableLinOp
The EnableLinOp mixin can be used to provide sensible default implementations of the majority of the ...
Definition: lin_op.hpp:836
gko::EnablePolymorphicObject
This mixin inherits from (a subclass of) PolymorphicObject and provides a base implementation of a ne...
Definition: polymorphic_object.hpp:667