Ginkgo  Generated from pipelines/2837190956 branch based on develop. Ginkgo version 2.0.0
A numerical linear algebra library targeting many-core architectures
par_ict.hpp
1 // SPDX-FileCopyrightText: 2017 - 2026 The Ginkgo authors
2 //
3 // SPDX-License-Identifier: BSD-3-Clause
4 
5 #ifndef GKO_PUBLIC_CORE_FACTORIZATION_PAR_ICT_HPP_
6 #define GKO_PUBLIC_CORE_FACTORIZATION_PAR_ICT_HPP_
7 
8 
9 #include <memory>
10 
11 #include <ginkgo/core/base/composition.hpp>
12 #include <ginkgo/core/base/lin_op.hpp>
13 #include <ginkgo/core/base/types.hpp>
14 #include <ginkgo/core/config/config.hpp>
15 #include <ginkgo/core/config/registry.hpp>
16 #include <ginkgo/core/matrix/csr.hpp>
17 
18 
19 namespace gko {
25 namespace factorization {
26 
27 
74 template <typename ValueType = default_precision, typename IndexType = int32>
75 class ParIct : public Composition<ValueType> {
76  GKO_ASSERT_SUPPORTED_VALUE_AND_INDEX_TYPE;
77 
78 public:
79  using value_type = ValueType;
80  using index_type = IndexType;
82 
83  std::shared_ptr<const matrix_type> get_l_factor() const
84  {
85  // Can be `static_cast` since the type is guaranteed in this class
86  return std::static_pointer_cast<const matrix_type>(
87  this->get_operators()[0]);
88  }
89 
90  std::shared_ptr<const matrix_type> get_lt_factor() const
91  {
92  // Can be `static_cast` since the type is guaranteed in this class
93  return std::static_pointer_cast<const matrix_type>(
94  this->get_operators()[1]);
95  }
96 
97  // Remove the possibility of calling `create`, which was enabled by
98  // `Composition`
99  template <typename... Args>
100  static std::unique_ptr<Composition<ValueType>> create(Args&&... args) =
101  delete;
102 
104  {
110 
128  bool GKO_FACTORY_PARAMETER_SCALAR(skip_sorting, false);
129 
144  bool GKO_FACTORY_PARAMETER_SCALAR(approximate_select, true);
145 
163  bool GKO_FACTORY_PARAMETER_SCALAR(deterministic_sample, false);
164 
177  double GKO_FACTORY_PARAMETER_SCALAR(fill_in_limit, 2.0);
178 
179  GKO_BEGIN_DISABLE_DEPRECATION_WARNINGS
180 
185  GKO_DEPRECATED("use matrix::csr::spmv_strategy instead")
186  parameters_type& with_l_strategy(
187  std::shared_ptr<typename matrix_type::strategy_type> value)
188  {
189  if (value) {
190  this->l_strategy = value->get_enum();
191  } else {
192  this->l_strategy = matrix::csr::spmv_strategy::classical;
193  }
194  return *this;
195  }
196 
197  GKO_END_DISABLE_DEPRECATION_WARNINGS
198 
203  parameters_type& with_l_strategy(matrix::csr::spmv_strategy value)
204  {
205  this->l_strategy = value;
206  return *this;
207  }
208 
209  matrix::csr::spmv_strategy l_strategy{
210  matrix::csr::spmv_strategy::classical};
211 
216  matrix::csr::spmv_strategy GKO_FACTORY_PARAMETER_SCALAR(
217  lt_strategy, matrix::csr::spmv_strategy::classical);
218  };
221 
235  static parameters_type parse(
236  const config::pnode& config, const config::registry& context,
237  const config::type_descriptor& td_for_child =
238  config::make_type_descriptor<ValueType, IndexType>());
239 
240 protected:
241  explicit ParIct(const Factory* factory,
242  std::shared_ptr<const LinOp> system_matrix)
243  : Composition<ValueType>(factory->get_executor()),
244  parameters_{factory->get_parameters()}
245  {
246  auto comp = generate_l_lt(std::move(system_matrix));
247  for (auto& op : comp->get_operators()) {
248  this->add_operators(op);
249  }
250  }
251 
264  std::unique_ptr<Composition<ValueType>> generate_l_lt(
265  const std::shared_ptr<const LinOp>& system_matrix) const;
266 };
267 
268 
269 } // namespace factorization
270 } // namespace gko
271 
272 
273 #endif // GKO_PUBLIC_CORE_FACTORIZATION_PAR_ICT_HPP_
gko::matrix::Csr
CSR is a matrix format which stores only the nonzero coefficients by compressing each row of the matr...
Definition: matrix.hpp:30
gko::config::pnode
pnode describes a tree of properties.
Definition: property_tree.hpp:28
gko::factorization::ParIct
ParICT is an incomplete threshold-based Cholesky factorization which is computed in parallel.
Definition: par_ict.hpp:75
gko::size_type
std::size_t size_type
Integral type used for allocation quantities.
Definition: types.hpp:101
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::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::Composition
The Composition class can be used to compose linear operators op1, op2, ..., opn and obtain the opera...
Definition: composition.hpp:39
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::Composition::get_operators
const std::vector< std::shared_ptr< const LinOp > > & get_operators() const noexcept
Returns a list of operators of the composition.
Definition: composition.hpp:54
gko::factorization::ParIct::parameters_type
Definition: par_ict.hpp:103
gko::factorization::ParIct::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, IndexType >())
Create the parameters from the property_tree.
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::factorization::ParIct::parameters_type::with_l_strategy
parameters_type & with_l_strategy(matrix::csr::spmv_strategy value)
Strategy which will be used by the L matrix.
Definition: par_ict.hpp:203
gko::factorization::ParIct::Factory
Definition: par_ict.hpp:219