residual_norm.hpp

// SPDX-FileCopyrightText: 2017 - 2024 The Ginkgo authors
//
// SPDX-License-Identifier: BSD-3-Clause
 
#ifndef GKO_PUBLIC_CORE_STOP_RESIDUAL_NORM_HPP_
#define GKO_PUBLIC_CORE_STOP_RESIDUAL_NORM_HPP_
 
 
#include <limits>
#include <type_traits>
 
#include <ginkgo/core/base/array.hpp>
#include <ginkgo/core/base/math.hpp>
#include <ginkgo/core/base/types.hpp>
#include <ginkgo/core/base/utils.hpp>
#include <ginkgo/core/matrix/dense.hpp>
#include <ginkgo/core/stop/criterion.hpp>
 
 
namespace gko {
namespace stop {
 
 
enum class mode { absolute, initial_resnorm, rhs_norm };
 
 
template <typename ValueType>
class ResidualNormBase
    : public EnablePolymorphicObject<ResidualNormBase<ValueType>, Criterion> {
    friend class EnablePolymorphicObject<ResidualNormBase<ValueType>,
                                         Criterion>;
 
protected:
    using absolute_type = remove_complex<ValueType>;
    using ComplexVector = matrix::Dense<to_complex<ValueType>>;
    using NormVector = matrix::Dense<absolute_type>;
    using Vector = matrix::Dense<ValueType>;
    bool check_impl(uint8 stoppingId, bool setFinalized,
                    array<stopping_status>* stop_status, bool* one_changed,
                    const Criterion::Updater& updater) override;
 
    explicit ResidualNormBase(std::shared_ptr<const gko::Executor> exec)
        : EnablePolymorphicObject<ResidualNormBase, Criterion>(exec),
          device_storage_{exec, 2}
    {}
 
    explicit ResidualNormBase(std::shared_ptr<const gko::Executor> exec,
                              const CriterionArgs& args,
                              absolute_type reduction_factor, mode baseline);
 
    remove_complex<ValueType> reduction_factor_{};
    std::unique_ptr<NormVector> starting_tau_{};
    std::unique_ptr<NormVector> u_dense_tau_{};
    /* Contains device side: all_converged and one_changed booleans */
    array<bool> device_storage_;
 
private:
    mode baseline_{mode::rhs_norm};
    std::shared_ptr<const LinOp> system_matrix_{};
    std::shared_ptr<const LinOp> b_{};
    /* one/neg_one for residual computation */
    std::shared_ptr<const Vector> one_{};
    std::shared_ptr<const Vector> neg_one_{};
    // workspace for reduction
    mutable gko::array<char> reduction_tmp_;
};
 
 
template <typename ValueType = default_precision>
class ResidualNorm : public ResidualNormBase<ValueType> {
public:
    using ComplexVector = matrix::Dense<to_complex<ValueType>>;
    using NormVector = matrix::Dense<remove_complex<ValueType>>;
    using Vector = matrix::Dense<ValueType>;
 
    GKO_CREATE_FACTORY_PARAMETERS(parameters, Factory)
    {
        remove_complex<ValueType> GKO_FACTORY_PARAMETER_SCALAR(
            reduction_factor,
            5 * std::numeric_limits<remove_complex<ValueType>>::epsilon());
 
        mode GKO_FACTORY_PARAMETER_SCALAR(baseline, mode::rhs_norm);
    };
    GKO_ENABLE_CRITERION_FACTORY(ResidualNorm<ValueType>, parameters, Factory);
    GKO_ENABLE_BUILD_METHOD(Factory);
 
protected:
    explicit ResidualNorm(std::shared_ptr<const gko::Executor> exec)
        : ResidualNormBase<ValueType>(exec)
    {}
 
    explicit ResidualNorm(const Factory* factory, const CriterionArgs& args)
        : ResidualNormBase<ValueType>(
              factory->get_executor(), args,
              factory->get_parameters().reduction_factor,
              factory->get_parameters().baseline),
          parameters_{factory->get_parameters()}
    {}
};
 
 
template <typename ValueType = default_precision>
class ImplicitResidualNorm : public ResidualNormBase<ValueType> {
public:
    using ComplexVector = matrix::Dense<to_complex<ValueType>>;
    using NormVector = matrix::Dense<remove_complex<ValueType>>;
    using Vector = matrix::Dense<ValueType>;
 
    GKO_CREATE_FACTORY_PARAMETERS(parameters, Factory)
    {
        remove_complex<ValueType> GKO_FACTORY_PARAMETER_SCALAR(
            reduction_factor,
            5 * std::numeric_limits<remove_complex<ValueType>>::epsilon());
 
        mode GKO_FACTORY_PARAMETER_SCALAR(baseline, mode::rhs_norm);
    };
    GKO_ENABLE_CRITERION_FACTORY(ImplicitResidualNorm<ValueType>, parameters,
                                 Factory);
    GKO_ENABLE_BUILD_METHOD(Factory);
 
protected:
    // check_impl needs to be overwritten again since we focus on the implicit
    // residual here
    bool check_impl(uint8 stoppingId, bool setFinalized,
                    array<stopping_status>* stop_status, bool* one_changed,
                    const Criterion::Updater& updater) override;
 
    explicit ImplicitResidualNorm(std::shared_ptr<const gko::Executor> exec)
        : ResidualNormBase<ValueType>(exec)
    {}
 
    explicit ImplicitResidualNorm(const Factory* factory,
                                  const CriterionArgs& args)
        : ResidualNormBase<ValueType>(
              factory->get_executor(), args,
              factory->get_parameters().reduction_factor,
              factory->get_parameters().baseline),
          parameters_{factory->get_parameters()}
    {}
};
 
 
// The following classes are deprecated, but they internally reference
// themselves. To reduce unnecessary warnings, we disable deprecation warnings
// for the definition of these classes.
GKO_BEGIN_DISABLE_DEPRECATION_WARNINGS
 
 
template <typename ValueType = default_precision>
class GKO_DEPRECATED(
    "Please use the class ResidualNorm with the factory parameter baseline = "
    "mode::initial_resnorm") ResidualNormReduction
    : public ResidualNormBase<ValueType> {
public:
    using ComplexVector = matrix::Dense<to_complex<ValueType>>;
    using NormVector = matrix::Dense<remove_complex<ValueType>>;
    using Vector = matrix::Dense<ValueType>;
 
    GKO_CREATE_FACTORY_PARAMETERS(parameters, Factory)
    {
        remove_complex<ValueType> GKO_FACTORY_PARAMETER_SCALAR(
            reduction_factor,
            5 * std::numeric_limits<remove_complex<ValueType>>::epsilon());
    };
    GKO_ENABLE_CRITERION_FACTORY(ResidualNormReduction<ValueType>, parameters,
                                 Factory);
    GKO_ENABLE_BUILD_METHOD(Factory);
 
protected:
    explicit ResidualNormReduction(std::shared_ptr<const gko::Executor> exec)
        : ResidualNormBase<ValueType>(exec)
    {}
 
    explicit ResidualNormReduction(const Factory* factory,
                                   const CriterionArgs& args)
        : ResidualNormBase<ValueType>(
              factory->get_executor(), args,
              factory->get_parameters().reduction_factor,
              mode::initial_resnorm),
          parameters_{factory->get_parameters()}
    {}
};
 
 
template <typename ValueType = default_precision>
class GKO_DEPRECATED(
    "Please use the class ResidualNorm with the factory parameter baseline = "
    "mode::rhs_norm") RelativeResidualNorm
    : public ResidualNormBase<ValueType> {
public:
    using ComplexVector = matrix::Dense<to_complex<ValueType>>;
    using NormVector = matrix::Dense<remove_complex<ValueType>>;
    using Vector = matrix::Dense<ValueType>;
 
    GKO_CREATE_FACTORY_PARAMETERS(parameters, Factory)
    {
        remove_complex<ValueType> GKO_FACTORY_PARAMETER_SCALAR(
            tolerance,
            5 * std::numeric_limits<remove_complex<ValueType>>::epsilon());
    };
    GKO_ENABLE_CRITERION_FACTORY(RelativeResidualNorm<ValueType>, parameters,
                                 Factory);
    GKO_ENABLE_BUILD_METHOD(Factory);
 
protected:
    explicit RelativeResidualNorm(std::shared_ptr<const gko::Executor> exec)
        : ResidualNormBase<ValueType>(exec)
    {}
 
    explicit RelativeResidualNorm(const Factory* factory,
                                  const CriterionArgs& args)
        : ResidualNormBase<ValueType>(factory->get_executor(), args,
                                      factory->get_parameters().tolerance,
                                      mode::rhs_norm),
          parameters_{factory->get_parameters()}
    {}
};
 
 
template <typename ValueType = default_precision>
class GKO_DEPRECATED(
    "Please use the class ResidualNorm with the factory parameter baseline = "
    "mode::absolute") AbsoluteResidualNorm
    : public ResidualNormBase<ValueType> {
public:
    using NormVector = matrix::Dense<remove_complex<ValueType>>;
    using Vector = matrix::Dense<ValueType>;
 
    GKO_CREATE_FACTORY_PARAMETERS(parameters, Factory)
    {
        remove_complex<ValueType> GKO_FACTORY_PARAMETER_SCALAR(
            tolerance,
            5 * std::numeric_limits<remove_complex<ValueType>>::epsilon());
    };
    GKO_ENABLE_CRITERION_FACTORY(AbsoluteResidualNorm<ValueType>, parameters,
                                 Factory);
    GKO_ENABLE_BUILD_METHOD(Factory);
 
protected:
    explicit AbsoluteResidualNorm(std::shared_ptr<const gko::Executor> exec)
        : ResidualNormBase<ValueType>(exec)
    {}
 
    explicit AbsoluteResidualNorm(const Factory* factory,
                                  const CriterionArgs& args)
        : ResidualNormBase<ValueType>(factory->get_executor(), args,
                                      factory->get_parameters().tolerance,
                                      mode::absolute),
          parameters_{factory->get_parameters()}
    {}
};
 
 
GKO_END_DISABLE_DEPRECATION_WARNINGS
 
 
}  // namespace stop
}  // namespace gko
 
 
#endif  // GKO_PUBLIC_CORE_STOP_RESIDUAL_NORM_HPP_