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Document the HyprePreconditioner class
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@ -39,22 +39,30 @@
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namespace Hypre {
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namespace Hypre {
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/// Wrapper for Hypre's BoomerAMG preconditioner
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/**
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* @brief Wrapper for Hypre's BoomerAMG preconditioner.
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*
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* This class provides an interface to the BoomerAMG preconditioner from the Hypre library.
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* It is designed to work with matrices, update vectors, and defect vectors specified by the template parameters.
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*
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* @tparam M The matrix type the preconditioner is for.
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* @tparam X The type of the update vector.
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* @tparam Y The type of the defect vector.
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*/
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template<class M, class X, class Y>
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template<class M, class X, class Y>
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class HyprePreconditioner : public Dune::PreconditionerWithUpdate<X,Y> {
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class HyprePreconditioner : public Dune::PreconditionerWithUpdate<X,Y> {
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public:
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public:
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//! \brief The matrix type the preconditioner is for
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using matrix_type = M;
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//! \brief The domain type of the preconditioner
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using domain_type = X;
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//! \brief The range type of the preconditioner
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using range_type = Y;
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//! \brief The field type of the preconditioner
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using field_type = typename X::field_type;
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// Constructor
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/**
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* @brief Constructor for the HyprePreconditioner class.
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*
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* Initializes the preconditioner with the given matrix and property tree.
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*
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* @param A The matrix for which the preconditioner is constructed.
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* @param prm The property tree containing configuration parameters.
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*/
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HyprePreconditioner (const M& A, const Opm::PropertyTree prm)
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HyprePreconditioner (const M& A, const Opm::PropertyTree prm)
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: A_(A), prm_(prm)
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: A_(A)
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{
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{
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OPM_TIMEBLOCK(prec_construct);
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OPM_TIMEBLOCK(prec_construct);
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@ -64,7 +72,7 @@ public:
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OPM_THROW(std::runtime_error, "HyprePreconditioner is currently only implemented for sequential runs");
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OPM_THROW(std::runtime_error, "HyprePreconditioner is currently only implemented for sequential runs");
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}
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}
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use_gpu_ = prm_.get<bool>("use_gpu", false);
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use_gpu_ = prm.get<bool>("use_gpu", false);
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// Set memory location and execution policy
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// Set memory location and execution policy
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#if HYPRE_USING_CUDA || HYPRE_USING_HIP
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#if HYPRE_USING_CUDA || HYPRE_USING_HIP
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@ -89,13 +97,13 @@ public:
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HYPRE_BoomerAMGCreate(&solver_);
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HYPRE_BoomerAMGCreate(&solver_);
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// Set parameters from property tree with defaults
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// Set parameters from property tree with defaults
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HYPRE_BoomerAMGSetPrintLevel(solver_, prm_.get<int>("print_level", 0));
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HYPRE_BoomerAMGSetPrintLevel(solver_, prm.get<int>("print_level", 0));
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HYPRE_BoomerAMGSetMaxIter(solver_, prm_.get<int>("max_iter", 1));
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HYPRE_BoomerAMGSetMaxIter(solver_, prm.get<int>("max_iter", 1));
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HYPRE_BoomerAMGSetStrongThreshold(solver_, prm_.get<double>("strong_threshold", 0.5));
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HYPRE_BoomerAMGSetStrongThreshold(solver_, prm.get<double>("strong_threshold", 0.5));
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HYPRE_BoomerAMGSetAggTruncFactor(solver_, prm_.get<double>("agg_trunc_factor", 0.3));
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HYPRE_BoomerAMGSetAggTruncFactor(solver_, prm.get<double>("agg_trunc_factor", 0.3));
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HYPRE_BoomerAMGSetInterpType(solver_, prm_.get<int>("interp_type", 6));
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HYPRE_BoomerAMGSetInterpType(solver_, prm.get<int>("interp_type", 6));
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HYPRE_BoomerAMGSetMaxLevels(solver_, prm_.get<int>("max_levels", 15));
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HYPRE_BoomerAMGSetMaxLevels(solver_, prm.get<int>("max_levels", 15));
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HYPRE_BoomerAMGSetTol(solver_, prm_.get<double>("tolerance", 0.0));
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HYPRE_BoomerAMGSetTol(solver_, prm.get<double>("tolerance", 0.0));
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if (use_gpu_) {
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if (use_gpu_) {
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HYPRE_BoomerAMGSetRelaxType(solver_, 16);
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HYPRE_BoomerAMGSetRelaxType(solver_, 16);
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@ -106,10 +114,10 @@ public:
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HYPRE_BoomerAMGSetKeepTranspose(solver_, true);
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HYPRE_BoomerAMGSetKeepTranspose(solver_, true);
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}
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}
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else {
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else {
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HYPRE_BoomerAMGSetRelaxType(solver_, prm_.get<int>("relax_type", 13));
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HYPRE_BoomerAMGSetRelaxType(solver_, prm.get<int>("relax_type", 13));
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HYPRE_BoomerAMGSetCoarsenType(solver_, prm_.get<int>("coarsen_type", 10));
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HYPRE_BoomerAMGSetCoarsenType(solver_, prm.get<int>("coarsen_type", 10));
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HYPRE_BoomerAMGSetAggNumLevels(solver_, prm_.get<int>("agg_num_levels", 1));
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HYPRE_BoomerAMGSetAggNumLevels(solver_, prm.get<int>("agg_num_levels", 1));
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HYPRE_BoomerAMGSetAggInterpType(solver_, prm_.get<int>("agg_interp_type", 4));
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HYPRE_BoomerAMGSetAggInterpType(solver_, prm.get<int>("agg_interp_type", 4));
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}
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}
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// Create Hypre vectors
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// Create Hypre vectors
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@ -141,7 +149,11 @@ public:
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update();
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update();
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}
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}
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// Destructor
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/**
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* @brief Destructor for the HyprePreconditioner class.
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*
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* Cleans up resources allocated by the preconditioner.
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*/
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~HyprePreconditioner() {
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~HyprePreconditioner() {
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if (solver_) {
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if (solver_) {
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HYPRE_BoomerAMGDestroy(solver_);
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HYPRE_BoomerAMGDestroy(solver_);
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@ -169,15 +181,36 @@ public:
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}
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}
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}
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}
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/**
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* @brief Updates the preconditioner with the current matrix values.
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*
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* This method should be called whenever the matrix values change.
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*/
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void update() override {
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void update() override {
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OPM_TIMEBLOCK(prec_update);
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OPM_TIMEBLOCK(prec_update);
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copyMatrixToHypre();
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copyMatrixToHypre();
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HYPRE_BoomerAMGSetup(solver_, parcsr_A_, par_b_, par_x_);
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HYPRE_BoomerAMGSetup(solver_, parcsr_A_, par_b_, par_x_);
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}
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}
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void pre(X& /*x*/, Y& /*b*/) override {
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/**
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* @brief Pre-processing step before applying the preconditioner.
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*
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* This method is currently a no-op.
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*
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* @param v The update vector.
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* @param d The defect vector.
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*/
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void pre(X& /*v*/, Y& /*d*/) override {
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}
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}
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/**
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* @brief Applies the preconditioner to a vector.
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*
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* Performs one AMG V-cycle to solve the system.
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*
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* @param v The update vector.
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* @param d The defect vector.
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*/
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void apply(X& v, const Y& d) override {
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void apply(X& v, const Y& d) override {
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OPM_TIMEBLOCK(prec_apply);
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OPM_TIMEBLOCK(prec_apply);
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@ -191,13 +224,30 @@ public:
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copyVectorFromHypre(v);
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copyVectorFromHypre(v);
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}
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}
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void post(X& /*x*/) override {
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/**
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* @brief Post-processing step after applying the preconditioner.
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*
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* This method is currently a no-op.
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*
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* @param v The update vector.
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*/
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void post(X& /*v*/) override {
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}
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}
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/**
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* @brief Returns the solver category.
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*
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* @return The solver category, which is sequential.
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*/
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Dune::SolverCategory::Category category() const override {
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Dune::SolverCategory::Category category() const override {
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return Dune::SolverCategory::sequential;
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return Dune::SolverCategory::sequential;
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}
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}
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/**
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* @brief Checks if the preconditioner has a perfect update.
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*
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* @return True, indicating that the preconditioner can be perfectly updated.
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*/
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bool hasPerfectUpdate() const override
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bool hasPerfectUpdate() const override
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{
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{
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// The Hypre preconditioner can depend on the values of the matrix so it does not have perfect update.
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// The Hypre preconditioner can depend on the values of the matrix so it does not have perfect update.
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@ -207,6 +257,11 @@ public:
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}
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}
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private:
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private:
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/**
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* @brief Sets up the sparsity pattern for the Hypre matrix.
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*
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* Allocates and initializes arrays required by Hypre.
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*/
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void setupSparsityPattern() {
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void setupSparsityPattern() {
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// Allocate arrays required by Hypre
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// Allocate arrays required by Hypre
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ncols_.resize(N_);
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ncols_.resize(N_);
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}
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}
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}
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}
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/**
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* @brief Copies the matrix values to the Hypre matrix.
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*
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* This method transfers the matrix data from the host to the Hypre matrix.
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* It assumes that the values of the matrix are stored in a contiguous array.
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* If GPU is used, the data is transferred to the device.
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*/
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void copyMatrixToHypre() {
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void copyMatrixToHypre() {
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OPM_TIMEBLOCK(prec_copy_matrix);
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OPM_TIMEBLOCK(prec_copy_matrix);
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// Get pointer to matrix values array
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// Get pointer to matrix values array
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const HYPRE_Real* values = &(A_[0][0][0][0]);
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const HYPRE_Real* values = &(A_[0][0][0][0]);
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// Indexing explanation:
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// Indexing explanation:
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// A_[row] - First row of the matrix
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// A_[0] - First row of the matrix
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// [0] - First block in that row
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// [0] - First block in that row
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// [0] - First row within the 1x1 block
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// [0] - First row within the 1x1 block
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// [0] - First column within the 1x1 block
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// [0] - First column within the 1x1 block
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HYPRE_IJMatrixGetObject(A_hypre_, (void**)&parcsr_A_);
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HYPRE_IJMatrixGetObject(A_hypre_, (void**)&parcsr_A_);
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}
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}
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/**
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* @brief Copies vectors to the Hypre format.
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*
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* Transfers the update and defect vectors to Hypre.
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* If GPU is used, the data is transferred from the host to the device.
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*
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* @param v The update vector.
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* @param d The defect vector.
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*/
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void copyVectorsToHypre(const X& v, const Y& d) {
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void copyVectorsToHypre(const X& v, const Y& d) {
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OPM_TIMEBLOCK(prec_copy_vectors_to_hypre);
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OPM_TIMEBLOCK(prec_copy_vectors_to_hypre);
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const HYPRE_Real* x_vals = &(v[0][0]);
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const HYPRE_Real* x_vals = &(v[0][0]);
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HYPRE_IJVectorGetObject(b_hypre_, (void**)&par_b_);
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HYPRE_IJVectorGetObject(b_hypre_, (void**)&par_b_);
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}
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}
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/**
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* @brief Copies the solution vector from Hypre.
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*
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* Transfers the solution vector from Hypre back to the host.
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* If GPU is used, the data is transferred from the device to the host.
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*
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* @param v The update vector.
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*/
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void copyVectorFromHypre(X& v) {
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void copyVectorFromHypre(X& v) {
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OPM_TIMEBLOCK(prec_copy_vector_from_hypre);
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OPM_TIMEBLOCK(prec_copy_vector_from_hypre);
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HYPRE_Real* values = &(v[0][0]);
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HYPRE_Real* values = &(v[0][0]);
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}
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}
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}
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}
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const M& A_;
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const M& A_; //!< The matrix for which the preconditioner is constructed.
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const Opm::PropertyTree& prm_;
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bool use_gpu_ = false; //!< Flag indicating whether to use GPU acceleration.
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bool use_gpu_ = false;
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HYPRE_Solver solver_ = nullptr;
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HYPRE_Solver solver_ = nullptr; //!< The Hypre solver object.
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HYPRE_IJMatrix A_hypre_ = nullptr;
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HYPRE_IJMatrix A_hypre_ = nullptr; //!< The Hypre matrix object.
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HYPRE_ParCSRMatrix parcsr_A_ = nullptr;
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HYPRE_ParCSRMatrix parcsr_A_ = nullptr; //!< The parallel CSR matrix object.
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HYPRE_IJVector x_hypre_ = nullptr;
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HYPRE_IJVector x_hypre_ = nullptr; //!< The Hypre solution vector.
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HYPRE_IJVector b_hypre_ = nullptr;
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HYPRE_IJVector b_hypre_ = nullptr; //!< The Hypre right-hand side vector.
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HYPRE_ParVector par_x_ = nullptr;
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HYPRE_ParVector par_x_ = nullptr; //!< The parallel solution vector.
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HYPRE_ParVector par_b_ = nullptr;
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HYPRE_ParVector par_b_ = nullptr; //!< The parallel right-hand side vector.
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// Store sparsity pattern
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std::vector<HYPRE_Int> ncols_; //!< Number of columns per row.
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std::vector<HYPRE_Int> ncols_;
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std::vector<HYPRE_BigInt> rows_; //!< Row indices.
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std::vector<HYPRE_BigInt> rows_;
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std::vector<HYPRE_BigInt> cols_; //!< Column indices.
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std::vector<HYPRE_BigInt> cols_;
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HYPRE_Int* ncols_device_ = nullptr; //!< Device array for number of columns per row.
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HYPRE_Int* ncols_device_ = nullptr;
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HYPRE_BigInt* rows_device_ = nullptr; //!< Device array for row indices.
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HYPRE_BigInt* rows_device_ = nullptr;
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HYPRE_BigInt* cols_device_ = nullptr; //!< Device array for column indices.
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HYPRE_BigInt* cols_device_ = nullptr;
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HYPRE_Real* values_device_ = nullptr; //!< Device array for matrix values.
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HYPRE_Real* values_device_ = nullptr;
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// Store indices vector
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std::vector<int> indices_;
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HYPRE_BigInt* indices_device_ = nullptr;
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HYPRE_Int N_ = -1;
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HYPRE_Int nnz_ = -1;
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HYPRE_Real* x_values_device_ = nullptr;
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std::vector<int> indices_; //!< Indices vector for copying vectors to/from Hypre.
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HYPRE_Real* b_values_device_ = nullptr;
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HYPRE_BigInt* indices_device_ = nullptr; //!< Device array for indices.
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HYPRE_Int N_ = -1; //!< Number of rows in the matrix.
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HYPRE_Int nnz_ = -1; //!< Number of non-zero elements in the matrix.
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HYPRE_Real* x_values_device_ = nullptr; //!< Device array for solution vector values.
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HYPRE_Real* b_values_device_ = nullptr; //!< Device array for right-hand side vector values.
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};
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};
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} // namespace Hypre
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} // namespace Hypre
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