/* ************************************************************************ * Copyright (C) 2018-2021 Advanced Micro Devices, Inc. All rights Reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE. * * ************************************************************************ */ #ifndef ROCALUTION_KRYLOV_FCG_HPP_ #define ROCALUTION_KRYLOV_FCG_HPP_ #include "../solver.hpp" #include "rocalution/export.hpp" #include namespace rocalution { /** \ingroup solver_module * \class FCG * \brief Flexible Conjugate Gradient Method * \details * The Flexible Conjugate Gradient method is an iterative method for solving sparse * symmetric positive definite linear systems \f$Ax=b\f$. It is similar to the Conjugate * Gradient method with the only difference, that it allows the preconditioner * \f$M^{-1}\f$ to be not a constant operator. This can be especially helpful if the * operation \f$M^{-1}x\f$ is the result of another iterative process and not a constant * operator. * \cite fcg * * \tparam OperatorType - can be LocalMatrix or GlobalMatrix * \tparam VectorType - can be LocalVector or GlobalVector * \tparam ValueType - can be float, double, std::complex or std::complex */ template class FCG : public IterativeLinearSolver { public: ROCALUTION_EXPORT FCG(); ROCALUTION_EXPORT virtual ~FCG(); ROCALUTION_EXPORT virtual void Print(void) const; ROCALUTION_EXPORT virtual void Build(void); ROCALUTION_EXPORT virtual void ReBuildNumeric(void); ROCALUTION_EXPORT virtual void Clear(void); protected: virtual void SolveNonPrecond_(const VectorType& rhs, VectorType* x); virtual void SolvePrecond_(const VectorType& rhs, VectorType* x); virtual void PrintStart_(void) const; virtual void PrintEnd_(void) const; virtual void MoveToHostLocalData_(void); virtual void MoveToAcceleratorLocalData_(void); private: VectorType r_, w_, z_; VectorType p_, q_; }; } // namespace rocalution #endif // ROCALUTION_KRYLOV_FCG_HPP_