PreconditionerFactory_impl.hpp

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/*
  Copyright 2009, 2010 SINTEF ICT, Applied Mathematics.
  Copyright 2019 SINTEF Digital, Mathematics and Cybernetics.
 
  This file is part of the Open Porous Media project (OPM).
 
  OPM is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
  the Free Software Foundation, either version 3 of the License, or
  (at your option) any later version.
 
  OPM is distributed in the hope that it will be useful,
  but WITHOUT ANY WARRANTY; without even the implied warranty of
  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
  GNU General Public License for more details.
 
  You should have received a copy of the GNU General Public License
  along with OPM.  If not, see <http://www.gnu.org/licenses/>.
*/
#include <opm/common/ErrorMacros.hpp>
#include <opm/common/TimingMacros.hpp>
 
#include <opm/simulators/linalg/PreconditionerFactory.hpp>
 
 
#include <opm/simulators/linalg/DILU.hpp>
#include <opm/simulators/linalg/ExtraSmoothers.hpp>
#include <opm/simulators/linalg/FlexibleSolver.hpp>
#include <opm/simulators/linalg/OwningBlockPreconditioner.hpp>
#include <opm/simulators/linalg/OwningTwoLevelPreconditioner.hpp>
#include <opm/simulators/linalg/ParallelOverlappingILU0.hpp>
#include <opm/simulators/linalg/PressureBhpTransferPolicy.hpp>
#include <opm/simulators/linalg/PressureTransferPolicy.hpp>
#include <opm/simulators/linalg/PropertyTree.hpp>
#include <opm/simulators/linalg/WellOperators.hpp>
#include <opm/simulators/linalg/amgcpr.hh>
#include <opm/simulators/linalg/ilufirstelement.hh>
#include <opm/simulators/linalg/matrixblock.hh>
 
#include <dune/common/unused.hh>
#include <dune/istl/owneroverlapcopy.hh>
#include <dune/istl/paamg/amg.hh>
#include <dune/istl/paamg/fastamg.hh>
#include <dune/istl/paamg/kamg.hh>
#include <dune/istl/preconditioners.hh>
 
#include <config.h>
#if HAVE_CUDA
#include <opm/simulators/linalg/cuistl/CuBlockPreconditioner.hpp>
#include <opm/simulators/linalg/cuistl/CuDILU.hpp>
#include <opm/simulators/linalg/cuistl/CuJac.hpp>
#include <opm/simulators/linalg/cuistl/CuSeqILU0.hpp>
#include <opm/simulators/linalg/cuistl/PreconditionerAdapter.hpp>
#include <opm/simulators/linalg/cuistl/PreconditionerConvertFieldTypeAdapter.hpp>
 
#endif
 
 
namespace Opm
{
 
template <class Smoother>
struct AMGSmootherArgsHelper {
    static auto args(const PropertyTree& prm)
    {
        using SmootherArgs = typename Dune::Amg::SmootherTraits<Smoother>::Arguments;
        SmootherArgs smootherArgs;
        smootherArgs.iterations = prm.get<int>("iterations", 1);
        // smootherArgs.overlap=SmootherArgs::vertex;
        // smootherArgs.overlap=SmootherArgs::none;
        // smootherArgs.overlap=SmootherArgs::aggregate;
        smootherArgs.relaxationFactor = prm.get<double>("relaxation", 1.0);
        return smootherArgs;
    }
};
 
template <class M, class V, class C>
struct AMGSmootherArgsHelper<Opm::ParallelOverlappingILU0<M, V, V, C>> {
    static auto args(const PropertyTree& prm)
    {
        using Smoother = Opm::ParallelOverlappingILU0<M, V, V, C>;
        using SmootherArgs = typename Dune::Amg::SmootherTraits<Smoother>::Arguments;
        SmootherArgs smootherArgs;
        smootherArgs.iterations = prm.get<int>("iterations", 1);
        const int iluwitdh = prm.get<int>("iluwidth", 0);
        smootherArgs.setN(iluwitdh);
        const MILU_VARIANT milu = convertString2Milu(prm.get<std::string>("milutype", std::string("ilu")));
        smootherArgs.setMilu(milu);
        // smootherArgs.overlap=SmootherArgs::vertex;
        // smootherArgs.overlap=SmootherArgs::none;
        // smootherArgs.overlap=SmootherArgs::aggregate;
        smootherArgs.relaxationFactor = prm.get<double>("relaxation", 1.0);
        return smootherArgs;
    }
};
 
 
// trailing return type with decltype used for detecting existence of setUseFixedOrder member function by overloading the setUseFixedOrder function
template <typename C>
auto setUseFixedOrder(C criterion, bool booleanValue) -> decltype(criterion.setUseFixedOrder(booleanValue))
{
    return criterion.setUseFixedOrder(booleanValue); // Set flag to ensure that the matrices in the AMG hierarchy are constructed with deterministic indices.
}
template <typename C>
void setUseFixedOrder(C, ...)
{
    // do nothing, since the function setUseFixedOrder does not exist yet
}
 
template <class Operator, class Comm, class Matrix, class Vector>
typename AMGHelper<Operator, Comm, Matrix, Vector>::Criterion
AMGHelper<Operator, Comm, Matrix, Vector>::criterion(const PropertyTree& prm)
{
    Criterion criterion(15, prm.get<int>("coarsenTarget", 1200));
    criterion.setDefaultValuesIsotropic(2);
    criterion.setAlpha(prm.get<double>("alpha", 0.33));
    criterion.setBeta(prm.get<double>("beta", 1e-5));
    criterion.setMaxLevel(prm.get<int>("maxlevel", 15));
    criterion.setSkipIsolated(prm.get<bool>("skip_isolated", false));
    criterion.setNoPreSmoothSteps(prm.get<int>("pre_smooth", 1));
    criterion.setNoPostSmoothSteps(prm.get<int>("post_smooth", 1));
    criterion.setDebugLevel(prm.get<int>("verbosity", 0));
    // As the default we request to accumulate data to 1 process always as our matrix
    // graph might be unsymmetric and hence not supported by the PTScotch/ParMetis
    // calls in DUNE. Accumulating to 1 skips PTScotch/ParMetis
    criterion.setAccumulate(static_cast<Dune::Amg::AccumulationMode>(prm.get<int>("accumulate", 1)));
    criterion.setProlongationDampingFactor(prm.get<double>("prolongationdamping", 1.6));
    criterion.setMaxDistance(prm.get<int>("maxdistance", 2));
    criterion.setMaxConnectivity(prm.get<int>("maxconnectivity", 15));
    criterion.setMaxAggregateSize(prm.get<int>("maxaggsize", 6));
    criterion.setMinAggregateSize(prm.get<int>("minaggsize", 4));
    setUseFixedOrder(criterion, true); // If possible, set flag to ensure that the matrices in the AMG hierarchy are constructed with deterministic indices.
    return criterion;
}
 
template <class Operator, class Comm, class Matrix, class Vector>
template <class Smoother>
typename AMGHelper<Operator, Comm, Matrix, Vector>::PrecPtr
AMGHelper<Operator, Comm, Matrix, Vector>::makeAmgPreconditioner(const Operator& op,
                                                                 const PropertyTree& prm,
                                                                 bool useKamg)
{
    auto crit = criterion(prm);
    auto sargs = AMGSmootherArgsHelper<Smoother>::args(prm);
    if (useKamg) {
        using Type = Dune::DummyUpdatePreconditioner<Dune::Amg::KAMG<Operator, Vector, Smoother>>;
        return std::make_shared<Type>(
            op, crit, sargs, prm.get<std::size_t>("max_krylov", 1), prm.get<double>("min_reduction", 1e-1));
    } else {
        using Type = Dune::Amg::AMGCPR<Operator, Vector, Smoother>;
        return std::make_shared<Type>(op, crit, sargs);
    }
}
 
template <class Operator, class Comm>
struct StandardPreconditioners {
    static void add()
    {
        using namespace Dune;
        using O = Operator;
        using C = Comm;
        using F = PreconditionerFactory<O, C>;
        using M = typename F::Matrix;
        using V = typename F::Vector;
        using P = PropertyTree;
        F::addCreator("ILU0", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            return createParILU(op, prm, comm, 0);
        });
        F::addCreator("ParOverILU0",
                      [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
                          return createParILU(op, prm, comm, prm.get<int>("ilulevel", 0));
                      });
        F::addCreator("ILUn", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            return createParILU(op, prm, comm, prm.get<int>("ilulevel", 0));
        });
        F::addCreator("DuneILU", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            const int n = prm.get<int>("ilulevel", 0);
            const double w = prm.get<double>("relaxation", 1.0);
            const bool resort = prm.get<bool>("resort", false);
            return wrapBlockPreconditioner<RebuildOnUpdatePreconditioner<Dune::SeqILU<M, V, V>>>(
                comm, op.getmat(), n, w, resort);
        });
        F::addCreator("DILU", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            DUNE_UNUSED_PARAMETER(prm);
            return wrapBlockPreconditioner<MultithreadDILU<M, V, V>>(comm, op.getmat());
        });
        F::addCreator("Jac", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            const int n = prm.get<int>("repeats", 1);
            const double w = prm.get<double>("relaxation", 1.0);
            return wrapBlockPreconditioner<DummyUpdatePreconditioner<SeqJac<M, V, V>>>(comm, op.getmat(), n, w);
        });
        F::addCreator("GS", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            const int n = prm.get<int>("repeats", 1);
            const double w = prm.get<double>("relaxation", 1.0);
            return wrapBlockPreconditioner<DummyUpdatePreconditioner<SeqGS<M, V, V>>>(comm, op.getmat(), n, w);
        });
        F::addCreator("SOR", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            const int n = prm.get<int>("repeats", 1);
            const double w = prm.get<double>("relaxation", 1.0);
            return wrapBlockPreconditioner<DummyUpdatePreconditioner<SeqSOR<M, V, V>>>(comm, op.getmat(), n, w);
        });
        F::addCreator("SSOR", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            const int n = prm.get<int>("repeats", 1);
            const double w = prm.get<double>("relaxation", 1.0);
            return wrapBlockPreconditioner<DummyUpdatePreconditioner<SeqSSOR<M, V, V>>>(comm, op.getmat(), n, w);
        });
 
        // Only add AMG preconditioners to the factory if the operator
        // is the overlapping schwarz operator. This could be extended
        // later, but at this point no other operators are compatible
        // with the AMG hierarchy construction.
        if constexpr (std::is_same_v<O, Dune::OverlappingSchwarzOperator<M, V, V, C>>) {
            F::addCreator("amg", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
                using PrecPtr = std::shared_ptr<Dune::PreconditionerWithUpdate<V, V>>;
                const std::string smoother = prm.get<std::string>("smoother", "ParOverILU0");
                // TODO: merge this with ILUn, and possibly simplify the factory to only work with ILU?
                if (smoother == "ILU0" || smoother == "ParOverILU0") {
                    using Smoother = Opm::ParallelOverlappingILU0<M, V, V, C>;
                    auto crit = AMGHelper<O, C, M, V>::criterion(prm);
                    auto sargs = AMGSmootherArgsHelper<Smoother>::args(prm);
                    PrecPtr prec = std::make_shared<Dune::Amg::AMGCPR<O, V, Smoother, C>>(op, crit, sargs, comm);
                    return prec;
                } else if (smoother == "DILU") {
                    using SeqSmoother = Dune::MultithreadDILU<M, V, V>;
                    using Smoother = Dune::BlockPreconditioner<V, V, C, SeqSmoother>;
                    using SmootherArgs = typename Dune::Amg::SmootherTraits<Smoother>::Arguments;
                    SmootherArgs sargs;
                    auto crit = AMGHelper<O, C, M, V>::criterion(prm);
                    PrecPtr prec = std::make_shared<Dune::Amg::AMGCPR<O, V, Smoother, C>>(op, crit, sargs, comm);
                    return prec;
                } else if (smoother == "Jac") {
                    using SeqSmoother = SeqJac<M, V, V>;
                    using Smoother = Dune::BlockPreconditioner<V, V, C, SeqSmoother>;
                    using SmootherArgs = typename Dune::Amg::SmootherTraits<Smoother>::Arguments;
                    SmootherArgs sargs;
                    auto crit = AMGHelper<O, C, M, V>::criterion(prm);
                    PrecPtr prec = std::make_shared<Dune::Amg::AMGCPR<O, V, Smoother, C>>(op, crit, sargs, comm);
                    return prec;
                } else if (smoother == "GS") {
                    using SeqSmoother = SeqGS<M, V, V>;
                    using Smoother = Dune::BlockPreconditioner<V, V, C, SeqSmoother>;
                    using SmootherArgs = typename Dune::Amg::SmootherTraits<Smoother>::Arguments;
                    SmootherArgs sargs;
                    auto crit = AMGHelper<O, C, M, V>::criterion(prm);
                    PrecPtr prec = std::make_shared<Dune::Amg::AMGCPR<O, V, Smoother, C>>(op, crit, sargs, comm);
                    return prec;
                } else if (smoother == "SOR") {
                    using SeqSmoother = SeqSOR<M, V, V>;
                    using Smoother = Dune::BlockPreconditioner<V, V, C, SeqSmoother>;
                    using SmootherArgs = typename Dune::Amg::SmootherTraits<Smoother>::Arguments;
                    SmootherArgs sargs;
                    auto crit = AMGHelper<O, C, M, V>::criterion(prm);
                    PrecPtr prec = std::make_shared<Dune::Amg::AMGCPR<O, V, Smoother, C>>(op, crit, sargs, comm);
                    return prec;
                } else if (smoother == "SSOR") {
                    using SeqSmoother = SeqSSOR<M, V, V>;
                    using Smoother = Dune::BlockPreconditioner<V, V, C, SeqSmoother>;
                    using SmootherArgs = typename Dune::Amg::SmootherTraits<Smoother>::Arguments;
                    SmootherArgs sargs;
                    auto crit = AMGHelper<O, C, M, V>::criterion(prm);
                    PrecPtr prec = std::make_shared<Dune::Amg::AMGCPR<O, V, Smoother, C>>(op, crit, sargs, comm);
                    return prec;
                } else if (smoother == "ILUn") {
                    using SeqSmoother = SeqILU<M, V, V>;
                    using Smoother = Dune::BlockPreconditioner<V, V, C, SeqSmoother>;
                    using SmootherArgs = typename Dune::Amg::SmootherTraits<Smoother>::Arguments;
                    SmootherArgs sargs;
                    auto crit = AMGHelper<O, C, M, V>::criterion(prm);
                    PrecPtr prec = std::make_shared<Dune::Amg::AMGCPR<O, V, Smoother, C>>(op, crit, sargs, comm);
                    return prec;
                } else {
                    OPM_THROW(std::invalid_argument, "Properties: No smoother with name " + smoother + ".");
                }
            });
        }
 
        F::addCreator("cpr",
                      [](const O& op,
                         const P& prm,
                         const std::function<V()> weightsCalculator,
                         std::size_t pressureIndex,
                         const C& comm) {
                          assert(weightsCalculator);
                          if (pressureIndex == std::numeric_limits<std::size_t>::max()) {
                              OPM_THROW(std::logic_error,
                                        "Pressure index out of bounds. It needs to specified for CPR");
                          }
                          using LevelTransferPolicy = Opm::PressureTransferPolicy<O, Comm, false>;
                          return std::make_shared<OwningTwoLevelPreconditioner<O, V, LevelTransferPolicy, Comm>>(
                              op, prm, weightsCalculator, pressureIndex, comm);
                      });
        F::addCreator("cprt",
                      [](const O& op,
                         const P& prm,
                         const std::function<V()> weightsCalculator,
                         std::size_t pressureIndex,
                         const C& comm) {
                          assert(weightsCalculator);
                          if (pressureIndex == std::numeric_limits<std::size_t>::max()) {
                              OPM_THROW(std::logic_error,
                                        "Pressure index out of bounds. It needs to specified for CPR");
                          }
                          using LevelTransferPolicy = Opm::PressureTransferPolicy<O, Comm, true>;
                          return std::make_shared<OwningTwoLevelPreconditioner<O, V, LevelTransferPolicy, Comm>>(
                              op, prm, weightsCalculator, pressureIndex, comm);
                      });
 
        if constexpr (std::is_same_v<O, WellModelGhostLastMatrixAdapter<M, V, V, true>>) {
            F::addCreator("cprw",
                          [](const O& op,
                             const P& prm,
                             const std::function<V()> weightsCalculator,
                             std::size_t pressureIndex,
                             const C& comm) {
                              assert(weightsCalculator);
                              if (pressureIndex == std::numeric_limits<std::size_t>::max()) {
                                  OPM_THROW(std::logic_error,
                                            "Pressure index out of bounds. It needs to specified for CPR");
                              }
                              using LevelTransferPolicy = Opm::PressureBhpTransferPolicy<O, Comm, false>;
                              return std::make_shared<OwningTwoLevelPreconditioner<O, V, LevelTransferPolicy, Comm>>(
                                  op, prm, weightsCalculator, pressureIndex, comm);
                          });
        }
 
#if HAVE_CUDA
        F::addCreator("CUILU0", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            const double w = prm.get<double>("relaxation", 1.0);
            using field_type = typename V::field_type;
            using CuILU0 = typename Opm::cuistl::
                CuSeqILU0<M, Opm::cuistl::CuVector<field_type>, Opm::cuistl::CuVector<field_type>>;
            auto cuILU0 = std::make_shared<CuILU0>(op.getmat(), w);
 
            auto adapted = std::make_shared<Opm::cuistl::PreconditionerAdapter<V, V, CuILU0>>(cuILU0);
            auto wrapped = std::make_shared<Opm::cuistl::CuBlockPreconditioner<V, V, Comm>>(adapted, comm);
            return wrapped;
        });
 
        F::addCreator("CUJac", [](const O& op, const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            const double w = prm.get<double>("relaxation", 1.0);
            using field_type = typename V::field_type;
            using CuJac =
                typename Opm::cuistl::CuJac<M, Opm::cuistl::CuVector<field_type>, Opm::cuistl::CuVector<field_type>>;
            auto cuJac = std::make_shared<CuJac>(op.getmat(), w);
 
            auto adapted = std::make_shared<Opm::cuistl::PreconditionerAdapter<V, V, CuJac>>(cuJac);
            auto wrapped = std::make_shared<Opm::cuistl::CuBlockPreconditioner<V, V, Comm>>(adapted, comm);
            return wrapped;
        });
 
        F::addCreator("CUDILU", [](const O& op, [[maybe_unused]] const P& prm, const std::function<V()>&, std::size_t, const C& comm) {
            using field_type = typename V::field_type;
            using CuDILU = typename Opm::cuistl::CuDILU<M, Opm::cuistl::CuVector<field_type>, Opm::cuistl::CuVector<field_type>>;
            auto cuDILU = std::make_shared<CuDILU>(op.getmat());
 
            auto adapted = std::make_shared<Opm::cuistl::PreconditionerAdapter<V, V, CuDILU>>(cuDILU);
            auto wrapped = std::make_shared<Opm::cuistl::CuBlockPreconditioner<V, V, Comm>>(adapted, comm);
            return wrapped;
        });
#endif
    }
 
 
    static typename PreconditionerFactory<Operator, Comm>::PrecPtr
    createParILU(const Operator& op, const PropertyTree& prm, const Comm& comm, const int ilulevel)
    {
        using F = PreconditionerFactory<Operator, Comm>;
        using M = typename F::Matrix;
        using V = typename F::Vector;
 
        const double w = prm.get<double>("relaxation", 1.0);
        const bool redblack = prm.get<bool>("redblack", false);
        const bool reorder_spheres = prm.get<bool>("reorder_spheres", false);
        // Already a parallel preconditioner. Need to pass comm, but no need to wrap it in a BlockPreconditioner.
        if (ilulevel == 0) {
            const std::size_t num_interior = interiorIfGhostLast(comm);
            return std::make_shared<Opm::ParallelOverlappingILU0<M, V, V, Comm>>(
                op.getmat(), comm, w, Opm::MILU_VARIANT::ILU, num_interior, redblack, reorder_spheres);
        } else {
            return std::make_shared<Opm::ParallelOverlappingILU0<M, V, V, Comm>>(
                op.getmat(), comm, ilulevel, w, Opm::MILU_VARIANT::ILU, redblack, reorder_spheres);
        }
    }
 
    static std::size_t interiorIfGhostLast(const Comm& comm)
    {
        std::size_t interior_count = 0;
        std::size_t highest_interior_index = 0;
        const auto& is = comm.indexSet();
        for (const auto& ind : is) {
            if (Comm::OwnerSet::contains(ind.local().attribute())) {
                ++interior_count;
                highest_interior_index = std::max(highest_interior_index, ind.local().local());
            }
        }
        if (highest_interior_index + 1 == interior_count) {
            return interior_count;
        } else {
            return is.size();
        }
    }
};
 
template <class Operator>
struct StandardPreconditioners<Operator, Dune::Amg::SequentialInformation> {
    static void add()
    {
        using namespace Dune;
        using O = Operator;
        using C = Dune::Amg::SequentialInformation;
        using F = PreconditionerFactory<O, C>;
        using M = typename F::Matrix;
        using V = typename F::Vector;
        using P = PropertyTree;
        F::addCreator("ILU0", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const double w = prm.get<double>("relaxation", 1.0);
            return std::make_shared<Opm::ParallelOverlappingILU0<M, V, V, C>>(
                op.getmat(), 0, w, Opm::MILU_VARIANT::ILU);
        });
        F::addCreator("DuneILU", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const double w = prm.get<double>("relaxation", 1.0);
            const int n = prm.get<int>("ilulevel", 0);
            const bool resort = prm.get<bool>("resort", false);
            return getRebuildOnUpdateWrapper<Dune::SeqILU<M, V, V>>(op.getmat(), n, w, resort);
        });
        F::addCreator("ParOverILU0", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const double w = prm.get<double>("relaxation", 1.0);
            const int n = prm.get<int>("ilulevel", 0);
            return std::make_shared<Opm::ParallelOverlappingILU0<M, V, V, C>>(
                op.getmat(), n, w, Opm::MILU_VARIANT::ILU);
        });
        F::addCreator("ILUn", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const int n = prm.get<int>("ilulevel", 0);
            const double w = prm.get<double>("relaxation", 1.0);
            return std::make_shared<Opm::ParallelOverlappingILU0<M, V, V, C>>(
                op.getmat(), n, w, Opm::MILU_VARIANT::ILU);
        });
        F::addCreator("DILU", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            DUNE_UNUSED_PARAMETER(prm);
            return std::make_shared<MultithreadDILU<M, V, V>>(op.getmat());
        });
        F::addCreator("Jac", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const int n = prm.get<int>("repeats", 1);
            const double w = prm.get<double>("relaxation", 1.0);
            return getDummyUpdateWrapper<SeqJac<M, V, V>>(op.getmat(), n, w);
        });
        F::addCreator("GS", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const int n = prm.get<int>("repeats", 1);
            const double w = prm.get<double>("relaxation", 1.0);
            return getDummyUpdateWrapper<SeqGS<M, V, V>>(op.getmat(), n, w);
        });
        F::addCreator("SOR", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const int n = prm.get<int>("repeats", 1);
            const double w = prm.get<double>("relaxation", 1.0);
            return getDummyUpdateWrapper<SeqSOR<M, V, V>>(op.getmat(), n, w);
        });
        F::addCreator("SSOR", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const int n = prm.get<int>("repeats", 1);
            const double w = prm.get<double>("relaxation", 1.0);
            return getDummyUpdateWrapper<SeqSSOR<M, V, V>>(op.getmat(), n, w);
        });
 
        // Only add AMG preconditioners to the factory if the operator
        // is an actual matrix operator.
        if constexpr (std::is_same_v<O, Dune::MatrixAdapter<M, V, V>>) {
            F::addCreator("amg", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
                const std::string smoother = prm.get<std::string>("smoother", "ParOverILU0");
                if (smoother == "ILU0" || smoother == "ParOverILU0") {
                    using Smoother = SeqILU<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm);
                } else if (smoother == "Jac") {
                    using Smoother = SeqJac<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm);
                } else if (smoother == "GS") {
                    using Smoother = SeqGS<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm);
                } else if (smoother == "DILU") {
                    using Smoother = MultithreadDILU<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm);
                } else if (smoother == "SOR") {
                    using Smoother = SeqSOR<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm);
                } else if (smoother == "SSOR") {
                    using Smoother = SeqSSOR<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm);
                } else if (smoother == "ILUn") {
                    using Smoother = SeqILU<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm);
                } else {
                    OPM_THROW(std::invalid_argument, "Properties: No smoother with name " + smoother + ".");
                }
            });
            F::addCreator("kamg", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
                const std::string smoother = prm.get<std::string>("smoother", "ParOverILU0");
                if (smoother == "ILU0" || smoother == "ParOverILU0") {
                    using Smoother = SeqILU<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm, true);
                } else if (smoother == "Jac") {
                    using Smoother = SeqJac<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm, true);
                } else if (smoother == "SOR") {
                    using Smoother = SeqSOR<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm, true);
                } else if (smoother == "GS") {
                    using Smoother = SeqGS<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm, true);
                } else if (smoother == "SSOR") {
                    using Smoother = SeqSSOR<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm, true);
                } else if (smoother == "ILUn") {
                    using Smoother = SeqILU<M, V, V>;
                    return AMGHelper<O, C, M, V>::template makeAmgPreconditioner<Smoother>(op, prm, true);
                } else {
                    OPM_THROW(std::invalid_argument, "Properties: No smoother with name " + smoother + ".");
                }
            });
            F::addCreator("famg", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
                auto crit = AMGHelper<O, C, M, V>::criterion(prm);
                Dune::Amg::Parameters parms;
                parms.setNoPreSmoothSteps(1);
                parms.setNoPostSmoothSteps(1);
                return getRebuildOnUpdateWrapper<Dune::Amg::FastAMG<O, V>>(op, crit, parms);
            });
        }
        if constexpr (std::is_same_v<O, WellModelMatrixAdapter<M, V, V, false>>) {
            F::addCreator(
                "cprw",
                [](const O& op, const P& prm, const std::function<V()>& weightsCalculator, std::size_t pressureIndex) {
                    if (pressureIndex == std::numeric_limits<std::size_t>::max()) {
                        OPM_THROW(std::logic_error, "Pressure index out of bounds. It needs to specified for CPR");
                    }
                    using LevelTransferPolicy
                        = Opm::PressureBhpTransferPolicy<O, Dune::Amg::SequentialInformation, false>;
                    return std::make_shared<OwningTwoLevelPreconditioner<O, V, LevelTransferPolicy>>(
                        op, prm, weightsCalculator, pressureIndex);
                });
        }
 
        F::addCreator(
            "cpr",
            [](const O& op, const P& prm, const std::function<V()>& weightsCalculator, std::size_t pressureIndex) {
                if (pressureIndex == std::numeric_limits<std::size_t>::max()) {
                    OPM_THROW(std::logic_error, "Pressure index out of bounds. It needs to specified for CPR");
                }
                using LevelTransferPolicy = Opm::PressureTransferPolicy<O, Dune::Amg::SequentialInformation, false>;
                return std::make_shared<OwningTwoLevelPreconditioner<O, V, LevelTransferPolicy>>(
                    op, prm, weightsCalculator, pressureIndex);
            });
        F::addCreator(
            "cprt",
            [](const O& op, const P& prm, const std::function<V()>& weightsCalculator, std::size_t pressureIndex) {
                if (pressureIndex == std::numeric_limits<std::size_t>::max()) {
                    OPM_THROW(std::logic_error, "Pressure index out of bounds. It needs to specified for CPR");
                }
                using LevelTransferPolicy = Opm::PressureTransferPolicy<O, Dune::Amg::SequentialInformation, true>;
                return std::make_shared<OwningTwoLevelPreconditioner<O, V, LevelTransferPolicy>>(
                    op, prm, weightsCalculator, pressureIndex);
            });
 
#if HAVE_CUDA
        F::addCreator("CUILU0", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const double w = prm.get<double>("relaxation", 1.0);
            using field_type = typename V::field_type;
            using CuILU0 = typename Opm::cuistl::
                CuSeqILU0<M, Opm::cuistl::CuVector<field_type>, Opm::cuistl::CuVector<field_type>>;
            return std::make_shared<Opm::cuistl::PreconditionerAdapter<V, V, CuILU0>>(
                std::make_shared<CuILU0>(op.getmat(), w));
        });
 
        F::addCreator("CUILU0Float", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const double w = prm.get<double>("relaxation", 1.0);
            using block_type = typename V::block_type;
            using VTo = Dune::BlockVector<Dune::FieldVector<float, block_type::dimension>>;
            using matrix_type_to =
                typename Dune::BCRSMatrix<Dune::FieldMatrix<float, block_type::dimension, block_type::dimension>>;
            using CuILU0 = typename Opm::cuistl::
                CuSeqILU0<matrix_type_to, Opm::cuistl::CuVector<float>, Opm::cuistl::CuVector<float>>;
            using Adapter = typename Opm::cuistl::PreconditionerAdapter<VTo, VTo, CuILU0>;
            using Converter = typename Opm::cuistl::PreconditionerConvertFieldTypeAdapter<Adapter, M, V, V>;
            auto converted = std::make_shared<Converter>(op.getmat());
            auto adapted = std::make_shared<Adapter>(std::make_shared<CuILU0>(converted->getConvertedMatrix(), w));
            converted->setUnderlyingPreconditioner(adapted);
            return converted;
        });
 
        F::addCreator("CUJac", [](const O& op, const P& prm, const std::function<V()>&, std::size_t) {
            const double w = prm.get<double>("relaxation", 1.0);
            using field_type = typename V::field_type;
            using CUJac =
                typename Opm::cuistl::CuJac<M, Opm::cuistl::CuVector<field_type>, Opm::cuistl::CuVector<field_type>>;
            return std::make_shared<Opm::cuistl::PreconditionerAdapter<V, V, CUJac>>(
                std::make_shared<CUJac>(op.getmat(), w));
        });
 
        F::addCreator("CUDILU", [](const O& op, [[maybe_unused]] const P& prm, const std::function<V()>&, std::size_t) {
            using field_type = typename V::field_type;
            using CUDILU = typename Opm::cuistl::CuDILU<M, Opm::cuistl::CuVector<field_type>, Opm::cuistl::CuVector<field_type>>;
            return std::make_shared<Opm::cuistl::PreconditionerAdapter<V, V, CUDILU>>(std::make_shared<CUDILU>(op.getmat()));
        });
 
        F::addCreator("CUDILUFloat", [](const O& op, [[maybe_unused]] const P& prm, const std::function<V()>&, std::size_t) {
            using block_type = typename V::block_type;
            using VTo = Dune::BlockVector<Dune::FieldVector<float, block_type::dimension>>;
            using matrix_type_to = typename Dune::BCRSMatrix<Dune::FieldMatrix<float, block_type::dimension, block_type::dimension>>;
            using CuDILU = typename Opm::cuistl::CuDILU<matrix_type_to, Opm::cuistl::CuVector<float>, Opm::cuistl::CuVector<float>>;
            using Adapter = typename Opm::cuistl::PreconditionerAdapter<VTo, VTo, CuDILU>;
            using Converter = typename Opm::cuistl::PreconditionerConvertFieldTypeAdapter<Adapter, M, V, V>;
            auto converted = std::make_shared<Converter>(op.getmat());
            auto adapted = std::make_shared<Adapter>(std::make_shared<CuDILU>(converted->getConvertedMatrix()));
            converted->setUnderlyingPreconditioner(adapted);
            return converted;
        });
#endif
    }
};
 
template <class Operator, class Comm>
PreconditionerFactory<Operator, Comm>::PreconditionerFactory()
{
}
 
 
template <class Operator, class Comm>
PreconditionerFactory<Operator, Comm>&
PreconditionerFactory<Operator, Comm>::instance()
{
    static PreconditionerFactory singleton;
    return singleton;
}
 
template <class Operator, class Comm>
typename PreconditionerFactory<Operator, Comm>::PrecPtr
PreconditionerFactory<Operator, Comm>::doCreate(const Operator& op,
                                                const PropertyTree& prm,
                                                const std::function<Vector()> weightsCalculator,
                                                std::size_t pressureIndex)
{
    if (!defAdded_) {
        StandardPreconditioners<Operator, Comm>::add();
        defAdded_ = true;
    }
    const std::string& type = prm.get<std::string>("type", "ParOverILU0");
    auto it = creators_.find(type);
    if (it == creators_.end()) {
        std::ostringstream msg;
        msg << "Preconditioner type " << type << " is not registered in the factory. Available types are: ";
        for (const auto& prec : creators_) {
            msg << prec.first << ' ';
        }
        msg << std::endl;
        OPM_THROW(std::invalid_argument, msg.str());
    }
    return it->second(op, prm, weightsCalculator, pressureIndex);
}
 
template <class Operator, class Comm>
typename PreconditionerFactory<Operator, Comm>::PrecPtr
PreconditionerFactory<Operator, Comm>::doCreate(const Operator& op,
                                                const PropertyTree& prm,
                                                const std::function<Vector()> weightsCalculator,
                                                std::size_t pressureIndex,
                                                const Comm& comm)
{
    if (!defAdded_) {
        StandardPreconditioners<Operator, Comm>::add();
        defAdded_ = true;
    }
    const std::string& type = prm.get<std::string>("type", "ParOverILU0");
    auto it = parallel_creators_.find(type);
    if (it == parallel_creators_.end()) {
        std::ostringstream msg;
        msg << "Parallel preconditioner type " << type << " is not registered in the factory. Available types are: ";
        for (const auto& prec : parallel_creators_) {
            msg << prec.first << ' ';
        }
        msg << std::endl;
        OPM_THROW(std::invalid_argument, msg.str());
    }
    return it->second(op, prm, weightsCalculator, pressureIndex, comm);
}
 
template <class Operator, class Comm>
void
PreconditionerFactory<Operator, Comm>::doAddCreator(const std::string& type, Creator c)
{
    creators_[type] = c;
}
 
template <class Operator, class Comm>
void
PreconditionerFactory<Operator, Comm>::doAddCreator(const std::string& type, ParCreator c)
{
    parallel_creators_[type] = c;
}
 
template <class Operator, class Comm>
typename PreconditionerFactory<Operator, Comm>::PrecPtr
PreconditionerFactory<Operator, Comm>::create(const Operator& op,
                                              const PropertyTree& prm,
                                              const std::function<Vector()>& weightsCalculator,
                                              std::size_t pressureIndex)
{
    return instance().doCreate(op, prm, weightsCalculator, pressureIndex);
}
 
template <class Operator, class Comm>
typename PreconditionerFactory<Operator, Comm>::PrecPtr
PreconditionerFactory<Operator, Comm>::create(const Operator& op,
                                              const PropertyTree& prm,
                                              const std::function<Vector()>& weightsCalculator,
                                              const Comm& comm,
                                              std::size_t pressureIndex)
{
    return instance().doCreate(op, prm, weightsCalculator, pressureIndex, comm);
}
 
 
template <class Operator, class Comm>
typename PreconditionerFactory<Operator, Comm>::PrecPtr
PreconditionerFactory<Operator, Comm>::create(const Operator& op,
                                              const PropertyTree& prm,
                                              const Comm& comm,
                                              std::size_t pressureIndex)
{
    return instance().doCreate(op, prm, std::function<Vector()>(), pressureIndex, comm);
}
 
template <class Operator, class Comm>
void
PreconditionerFactory<Operator, Comm>::addCreator(const std::string& type, Creator creator)
{
    instance().doAddCreator(type, creator);
}
 
template <class Operator, class Comm>
void
PreconditionerFactory<Operator, Comm>::addCreator(const std::string& type, ParCreator creator)
{
    instance().doAddCreator(type, creator);
}
 
using CommSeq = Dune::Amg::SequentialInformation;
 
template <int Dim>
using OpFSeq = Dune::MatrixAdapter<Dune::BCRSMatrix<Dune::FieldMatrix<double, Dim, Dim>>,
                                   Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                   Dune::BlockVector<Dune::FieldVector<double, Dim>>>;
template <int Dim>
using OpBSeq = Dune::MatrixAdapter<Dune::BCRSMatrix<Opm::MatrixBlock<double, Dim, Dim>>,
                                   Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                   Dune::BlockVector<Dune::FieldVector<double, Dim>>>;
 
template <int Dim, bool overlap>
using OpW = WellModelMatrixAdapter<Dune::BCRSMatrix<MatrixBlock<double, Dim, Dim>>,
                                   Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                   Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                   overlap>;
 
template <int Dim, bool overlap>
using OpWG = WellModelGhostLastMatrixAdapter<Dune::BCRSMatrix<MatrixBlock<double, Dim, Dim>>,
                                             Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                             Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                             overlap>;
 
#if HAVE_MPI
using CommPar = Dune::OwnerOverlapCopyCommunication<int, int>;
 
template <int Dim>
using OpFPar = Dune::OverlappingSchwarzOperator<Dune::BCRSMatrix<Dune::FieldMatrix<double, Dim, Dim>>,
                                                Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                                Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                                CommPar>;
 
template <int Dim>
using OpBPar = Dune::OverlappingSchwarzOperator<Dune::BCRSMatrix<MatrixBlock<double, Dim, Dim>>,
                                                Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                                Dune::BlockVector<Dune::FieldVector<double, Dim>>,
                                                CommPar>;
 
#define INSTANCE_PF_PAR(Dim)                                                                                           \
    template class PreconditionerFactory<OpBSeq<Dim>, CommPar>;                                                        \
    template class PreconditionerFactory<OpFPar<Dim>, CommPar>;                                                        \
    template class PreconditionerFactory<OpBPar<Dim>, CommPar>;                                                        \
    template class PreconditionerFactory<OpW<Dim, false>, CommPar>;                                                    \
    template class PreconditionerFactory<OpWG<Dim, true>, CommPar>;                                                    \
    template class PreconditionerFactory<OpBPar<Dim>, CommSeq>;
#endif
 
#define INSTANCE_PF_SEQ(Dim)                                                                                           \
    template class PreconditionerFactory<OpFSeq<Dim>, CommSeq>;                                                        \
    template class PreconditionerFactory<OpBSeq<Dim>, CommSeq>;                                                        \
    template class PreconditionerFactory<OpW<Dim, false>, CommSeq>;                                                    \
    template class PreconditionerFactory<OpWG<Dim, true>, CommSeq>;
 
#if HAVE_MPI
#define INSTANCE_PF(Dim)                                                                                               \
    INSTANCE_PF_PAR(Dim)                                                                                               \
    INSTANCE_PF_SEQ(Dim)
#else
#define INSTANCE_PF(Dim) INSTANCE_PF_SEQ(Dim)
#endif
} // namespace Opm