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Ifpack2_RILUK_decl.hpp
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1 // @HEADER
2 // *****************************************************************************
3 // Ifpack2: Templated Object-Oriented Algebraic Preconditioner Package
4 //
5 // Copyright 2009 NTESS and the Ifpack2 contributors.
6 // SPDX-License-Identifier: BSD-3-Clause
7 // *****************************************************************************
8 // @HEADER
9 
12 
13 #ifndef IFPACK2_CRSRILUK_DECL_HPP
14 #define IFPACK2_CRSRILUK_DECL_HPP
15 
16 #include "KokkosSparse_spiluk.hpp"
17 
20 #include "Tpetra_CrsMatrix_decl.hpp"
21 #include "Ifpack2_ScalingType.hpp"
22 #include "Ifpack2_IlukGraph.hpp"
23 #include "Ifpack2_LocalSparseTriangularSolver_decl.hpp"
24 
25 #include <memory>
26 #include <type_traits>
27 
28 namespace Teuchos {
29 class ParameterList; // forward declaration
30 }
31 
32 namespace Ifpack2 {
33 
212 template <class MatrixType>
213 class RILUK : virtual public Ifpack2::Preconditioner<typename MatrixType::scalar_type,
214  typename MatrixType::local_ordinal_type,
215  typename MatrixType::global_ordinal_type,
216  typename MatrixType::node_type>,
217  virtual public Ifpack2::Details::CanChangeMatrix<Tpetra::RowMatrix<typename MatrixType::scalar_type,
218  typename MatrixType::local_ordinal_type,
219  typename MatrixType::global_ordinal_type,
220  typename MatrixType::node_type> > {
221  public:
223  typedef typename MatrixType::scalar_type scalar_type;
224 
226  typedef typename MatrixType::local_ordinal_type local_ordinal_type;
227 
229  typedef typename MatrixType::global_ordinal_type global_ordinal_type;
230 
232  typedef typename MatrixType::node_type node_type;
233 
236 
238  typedef typename node_type::device_type device_type;
239 
241  typedef typename node_type::execution_space execution_space;
242 
244  typedef Tpetra::RowMatrix<scalar_type,
247  node_type>
249 
250  static_assert(std::is_same<MatrixType, row_matrix_type>::value, "Ifpack2::RILUK: The template parameter MatrixType must be a Tpetra::RowMatrix specialization. Please don't use Tpetra::CrsMatrix (a subclass of Tpetra::RowMatrix) here anymore.");
251 
253  typedef Tpetra::CrsMatrix<scalar_type,
256  node_type>
258 
260  typedef typename crs_matrix_type::impl_scalar_type impl_scalar_type;
261 
262  template <class NewMatrixType>
263  friend class RILUK;
264 
265  typedef typename crs_matrix_type::global_inds_host_view_type global_inds_host_view_type;
266  typedef typename crs_matrix_type::local_inds_host_view_type local_inds_host_view_type;
267  typedef typename crs_matrix_type::values_host_view_type values_host_view_type;
268 
269  typedef typename crs_matrix_type::nonconst_global_inds_host_view_type nonconst_global_inds_host_view_type;
270  typedef typename crs_matrix_type::nonconst_local_inds_host_view_type nonconst_local_inds_host_view_type;
271  typedef typename crs_matrix_type::nonconst_values_host_view_type nonconst_values_host_view_type;
272 
274  typedef Tpetra::MultiVector<magnitude_type, local_ordinal_type,
277 
279 
281 
282  typedef typename crs_matrix_type::local_matrix_device_type local_matrix_device_type;
283  typedef typename local_matrix_device_type::StaticCrsGraphType::row_map_type lno_row_view_t;
284  typedef typename local_matrix_device_type::StaticCrsGraphType::entries_type lno_nonzero_view_t;
285  typedef typename local_matrix_device_type::values_type scalar_nonzero_view_t;
286  typedef typename local_matrix_device_type::StaticCrsGraphType::device_type::memory_space TemporaryMemorySpace;
287  typedef typename local_matrix_device_type::StaticCrsGraphType::device_type::memory_space PersistentMemorySpace;
288  typedef typename local_matrix_device_type::StaticCrsGraphType::device_type::execution_space HandleExecSpace;
289  typedef typename KokkosKernels::Experimental::KokkosKernelsHandle<typename lno_row_view_t::const_value_type, typename lno_nonzero_view_t::const_value_type, typename scalar_nonzero_view_t::value_type,
290  HandleExecSpace, TemporaryMemorySpace, PersistentMemorySpace>
291  kk_handle_type;
293  typedef Kokkos::View<magnitude_type**, Kokkos::LayoutLeft, device_type> coors_view_t;
294  typedef Kokkos::View<local_ordinal_type*, Kokkos::LayoutLeft, device_type> perm_view_t;
295 
299  RILUK(const Teuchos::RCP<const row_matrix_type>& A_in, const Teuchos::RCP<const coord_type>& A_in_coordinates = Teuchos::null);
300 
308  RILUK(const Teuchos::RCP<const crs_matrix_type>& A_in, const Teuchos::RCP<const coord_type>& A_in_coordinates = Teuchos::null);
309 
310  private:
313  RILUK(const RILUK<MatrixType>& src);
314 
315  public:
317  virtual ~RILUK();
318 
327  void setParameters(const Teuchos::ParameterList& params);
328 
330  void initialize();
331 
340  void compute();
341 
343  bool isInitialized() const {
344  return isInitialized_;
345  }
347  bool isComputed() const {
348  return isComputed_;
349  }
350 
352  int getNumInitialize() const {
353  return numInitialize_;
354  }
356  int getNumCompute() const {
357  return numCompute_;
358  }
360  int getNumApply() const {
361  return numApply_;
362  }
363 
365  double getInitializeTime() const {
366  return initializeTime_;
367  }
369  double getComputeTime() const {
370  return computeTime_;
371  }
373  double getApplyTime() const {
374  return applyTime_;
375  }
376 
378  size_t getNodeSmootherComplexity() const;
379 
381 
382 
405  virtual void
407 
411  void
412  setCoord(const Teuchos::RCP<const coord_type>& A_coordinates);
413 
415 
417 
419  std::string description() const;
420 
422 
424 
427  getDomainMap() const;
428 
431  getRangeMap() const;
432 
462  void
463  apply(const Tpetra::MultiVector<scalar_type, local_ordinal_type, global_ordinal_type, node_type>& X,
464  Tpetra::MultiVector<scalar_type, local_ordinal_type, global_ordinal_type, node_type>& Y,
469 
470  private:
492  void
493  multiply(const Tpetra::MultiVector<scalar_type, local_ordinal_type, global_ordinal_type, node_type>& X,
494  Tpetra::MultiVector<scalar_type, local_ordinal_type, global_ordinal_type, node_type>& Y,
495  const Teuchos::ETransp mode = Teuchos::NO_TRANS) const;
496 
497  public:
500 
503 
504  // Attribute access functions
505 
507  magnitude_type getRelaxValue() const { return RelaxValue_; }
508 
510  magnitude_type getAbsoluteThreshold() const { return Athresh_; }
511 
513  magnitude_type getRelativeThreshold() const { return Rthresh_; }
514 
516  int getLevelOfFill() const { return LevelOfFill_; }
517 
519  Tpetra::CombineMode getOverlapMode() {
521  true, std::logic_error,
522  "Ifpack2::RILUK::SetOverlapMode: "
523  "RILUK no longer implements overlap on its own. "
524  "Use RILUK with AdditiveSchwarz if you want overlap.");
525  }
526 
528  Tpetra::global_size_t getGlobalNumEntries() const {
529  return getL().getGlobalNumEntries() + getU().getGlobalNumEntries();
530  }
531 
535  node_type>,
536  kk_handle_type> >
537  getGraph() const {
538  return Graph_;
539  }
540 
542  const crs_matrix_type& getL() const;
543 
545  const Tpetra::Vector<scalar_type, local_ordinal_type, global_ordinal_type, node_type>&
546  getD() const;
547 
549  const crs_matrix_type& getU() const;
550 
553 
561 
562  private:
563  typedef Tpetra::MultiVector<scalar_type, local_ordinal_type, global_ordinal_type, node_type> MV;
566 
567  void allocateSolvers();
568  void allocate_L_and_U();
569  static void checkOrderingConsistency(const row_matrix_type& A);
570  void initAllValues(const row_matrix_type& A);
571 
572  void compute_serial();
573  void compute_kkspiluk();
574 // Workaround Cuda limitation of KOKKOS_LAMBDA in private/protected member functions
575 #ifdef KOKKOS_ENABLE_CUDA
576  public:
577 #endif
578  void compute_kkspiluk_stream();
579 #ifdef KOKKOS_ENABLE_CUDA
580  private:
581 #endif
582 
583  protected:
584  typedef Tpetra::Vector<scalar_type, local_ordinal_type, global_ordinal_type, node_type> vec_type;
585 
588 
592 
595  std::vector<Teuchos::RCP<iluk_graph_type> > Graph_v_;
601  Teuchos::RCP<crs_matrix_type> A_local_crs_nc_;
602  std::vector<local_matrix_device_type> A_local_diagblks_v_;
603  std::vector<lno_row_view_t> A_local_diagblks_rowmap_v_;
604  std::vector<lno_nonzero_view_t> A_local_diagblks_entries_v_;
605  std::vector<scalar_nonzero_view_t> A_local_diagblks_values_v_;
606 
609  std::vector<Teuchos::RCP<crs_matrix_type> > L_v_;
614  std::vector<Teuchos::RCP<crs_matrix_type> > U_v_;
617 
620 
621  int LevelOfFill_;
622  double Overalloc_;
623 
624  bool isAllocated_;
625  bool isInitialized_;
626  bool isComputed_;
627 
628  int numInitialize_;
629  int numCompute_;
630  mutable int numApply_;
631 
632  double initializeTime_;
633  double computeTime_;
634  mutable double applyTime_;
635 
636  magnitude_type RelaxValue_;
637  magnitude_type Athresh_;
638  magnitude_type Rthresh_;
639 
642  Teuchos::RCP<kk_handle_type> KernelHandle_;
643  std::vector<Teuchos::RCP<kk_handle_type> > KernelHandle_v_;
644  bool isKokkosKernelsStream_;
645  int num_streams_;
646  std::vector<execution_space> exec_space_instances_;
647  bool hasStreamReordered_;
648  bool hasStreamsWithRCB_;
649  std::vector<typename lno_nonzero_view_t::non_const_type> perm_v_;
650  std::vector<typename lno_nonzero_view_t::non_const_type> reverse_perm_v_;
651  mutable std::unique_ptr<MV> Y_tmp_;
652  mutable std::unique_ptr<MV> reordered_x_;
653  mutable std::unique_ptr<MV> reordered_y_;
654  perm_view_t perm_rcb_;
655  coors_view_t coors_rcb_;
656 };
657 
658 // NOTE (mfh 11 Feb 2015) This used to exist in order to deal with
659 // different behavior of Tpetra::Crs{Graph,Matrix} for
660 // KokkosClassic::ThrustGPUNode. In particular, fillComplete on a
661 // CrsMatrix used to make the graph go away by default, so we had to
662 // pass in a parameter to keep a host copy of the graph. With the new
663 // (Kokkos refactor) version of Tpetra, this problem has gone away.
664 namespace detail {
665 template <class MatrixType, class NodeType>
666 struct setLocalSolveParams {
668  setParams(const Teuchos::RCP<Teuchos::ParameterList>& param) {
669  return param;
670  }
671 };
672 } // namespace detail
673 
674 } // namespace Ifpack2
675 
676 #endif /* IFPACK2_CRSRILUK_DECL_HPP */
Mix-in interface for preconditioners that can change their matrix after construction.
Definition: Ifpack2_Details_CanChangeMatrix.hpp:60
Declaration and definition of IlukGraph.
magnitude_type getRelaxValue() const
Get RILU(k) relaxation parameter.
Definition: Ifpack2_RILUK_decl.hpp:507
magnitude_type getAbsoluteThreshold() const
Get absolute threshold value.
Definition: Ifpack2_RILUK_decl.hpp:510
void setCoord(const Teuchos::RCP< const coord_type > &A_coordinates)
Set the matrix rows&#39; coordinates.
Definition: Ifpack2_RILUK_def.hpp:153
Ifpack2::ScalingType enumerable type.
Teuchos::RCP< Ifpack2::IlukGraph< Tpetra::CrsGraph< local_ordinal_type, global_ordinal_type, node_type >, kk_handle_type > > getGraph() const
Return the Ifpack2::IlukGraph associated with this factored matrix.
Definition: Ifpack2_RILUK_decl.hpp:537
Teuchos::RCP< const Tpetra::Map< local_ordinal_type, global_ordinal_type, node_type > > getRangeMap() const
Returns the Tpetra::Map object associated with the range of this operator.
Definition: Ifpack2_RILUK_def.hpp:239
node_type::execution_space execution_space
The Kokkos execution space of the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:241
static Teuchos::RCP< const row_matrix_type > makeLocalFilter(const Teuchos::RCP< const row_matrix_type > &A)
Return A, wrapped in a LocalFilter, if necessary.
Definition: Ifpack2_RILUK_def.hpp:437
MatrixType::global_ordinal_type global_ordinal_type
The type of global indices in the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:229
Teuchos::RCP< crs_matrix_type > L_
The L (lower triangular) factor of ILU(k).
Definition: Ifpack2_RILUK_decl.hpp:608
const Tpetra::Vector< scalar_type, local_ordinal_type, global_ordinal_type, node_type > & getD() const
Return the diagonal entries of the ILU factorization.
Definition: Ifpack2_RILUK_def.hpp:177
void initialize()
Initialize by computing the symbolic incomplete factorization.
Definition: Ifpack2_RILUK_def.hpp:467
#define TEUCHOS_TEST_FOR_EXCEPTION(throw_exception_test, Exception, msg)
Tpetra::RowMatrix< scalar_type, local_ordinal_type, global_ordinal_type, node_type > row_matrix_type
Tpetra::RowMatrix specialization used by this class.
Definition: Ifpack2_RILUK_decl.hpp:248
Teuchos::RCP< iluk_graph_type > Graph_
The ILU(k) graph.
Definition: Ifpack2_RILUK_decl.hpp:594
double getApplyTime() const
Total time in seconds taken by all successful apply() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:373
virtual void setMatrix(const Teuchos::RCP< const row_matrix_type > &A)
Change the matrix to be preconditioned.
Definition: Ifpack2_RILUK_def.hpp:121
std::string description() const
A one-line description of this object.
Definition: Ifpack2_RILUK_def.hpp:1438
void setParameters(const Teuchos::ParameterList &params)
Definition: Ifpack2_RILUK_def.hpp:298
bool isKokkosKernelsSpiluk_
Optional KokkosKernels implementation.
Definition: Ifpack2_RILUK_decl.hpp:641
ILU(k) factorization of a given Tpetra::RowMatrix.
Definition: Ifpack2_RILUK_decl.hpp:213
size_t getNodeSmootherComplexity() const
Get a rough estimate of cost per iteration.
Definition: Ifpack2_RILUK_def.hpp:202
Tpetra::CombineMode getOverlapMode()
Get overlap mode type.
Definition: Ifpack2_RILUK_decl.hpp:519
Teuchos::RCP< const crs_matrix_type > getCrsMatrix() const
Return the input matrix A as a Tpetra::CrsMatrix, if possible; else throws.
Definition: Ifpack2_RILUK_def.hpp:425
bool isComputed() const
Whether compute() has been called on this object.
Definition: Ifpack2_RILUK_decl.hpp:347
Tpetra::CrsMatrix< scalar_type, local_ordinal_type, global_ordinal_type, node_type > crs_matrix_type
Tpetra::CrsMatrix specialization used by this class for representing L and U.
Definition: Ifpack2_RILUK_decl.hpp:250
node_type::device_type device_type
The Kokkos device type of the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:238
const crs_matrix_type & getU() const
Return the U factor of the ILU factorization.
Definition: Ifpack2_RILUK_def.hpp:190
MatrixType::node_type node_type
The Node type used by the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:232
Teuchos::RCP< const Tpetra::Map< local_ordinal_type, global_ordinal_type, node_type > > getDomainMap() const
Returns the Tpetra::Map object associated with the domain of this operator.
Definition: Ifpack2_RILUK_def.hpp:219
MatrixType::local_ordinal_type local_ordinal_type
The type of local indices in the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:226
virtual ~RILUK()
Destructor (declared virtual for memory safety).
Definition: Ifpack2_RILUK_def.hpp:98
Teuchos::RCP< LocalSparseTriangularSolver< row_matrix_type > > U_solver_
Sparse triangular solver for U.
Definition: Ifpack2_RILUK_decl.hpp:616
int getLevelOfFill() const
Get level of fill (the &quot;k&quot; in ILU(k)).
Definition: Ifpack2_RILUK_decl.hpp:516
Interface for all Ifpack2 preconditioners.
Definition: Ifpack2_Preconditioner.hpp:74
void compute()
Compute the (numeric) incomplete factorization.
Definition: Ifpack2_RILUK_def.hpp:1084
magnitude_type getRelativeThreshold() const
Get relative threshold value.
Definition: Ifpack2_RILUK_decl.hpp:513
void apply(const Tpetra::MultiVector< scalar_type, local_ordinal_type, global_ordinal_type, node_type > &X, Tpetra::MultiVector< scalar_type, local_ordinal_type, global_ordinal_type, node_type > &Y, Teuchos::ETransp mode=Teuchos::NO_TRANS, scalar_type alpha=Teuchos::ScalarTraits< scalar_type >::one(), scalar_type beta=Teuchos::ScalarTraits< scalar_type >::zero()) const
Apply the (inverse of the) incomplete factorization to X, resulting in Y.
Definition: Ifpack2_RILUK_def.hpp:1171
Teuchos::ScalarTraits< scalar_type >::magnitudeType magnitude_type
The type of the magnitude (absolute value) of a matrix entry.
Definition: Ifpack2_RILUK_decl.hpp:235
crs_matrix_type::impl_scalar_type impl_scalar_type
Scalar type stored in Kokkos::Views (CrsMatrix and MultiVector)
Definition: Ifpack2_RILUK_decl.hpp:260
Construct a level filled graph for use in computing an ILU(k) incomplete factorization.
Definition: Ifpack2_IlukGraph.hpp:67
Declaration of interface for preconditioners that can change their matrix after construction.
bool isInitialized() const
Whether initialize() has been called on this object.
Definition: Ifpack2_RILUK_decl.hpp:343
Teuchos::RCP< LocalSparseTriangularSolver< row_matrix_type > > L_solver_
Sparse triangular solver for L.
Definition: Ifpack2_RILUK_decl.hpp:611
Teuchos::RCP< const coord_type > getCoord() const
Get the coordinates associated with the input matrix&#39;s rows.
Definition: Ifpack2_RILUK_def.hpp:431
Teuchos::RCP< const row_matrix_type > A_
The (original) input matrix for which to compute ILU(k).
Definition: Ifpack2_RILUK_decl.hpp:587
Teuchos::RCP< const row_matrix_type > getMatrix() const
Get the input matrix.
Definition: Ifpack2_RILUK_def.hpp:419
double getComputeTime() const
Total time in seconds taken by all successful compute() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:369
Teuchos::RCP< vec_type > D_
The diagonal entries of the ILU(k) factorization.
Definition: Ifpack2_RILUK_decl.hpp:619
int getNumCompute() const
Number of successful compute() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:356
int getNumApply() const
Number of successful apply() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:360
Tpetra::MultiVector< magnitude_type, local_ordinal_type, global_ordinal_type, node_type > coord_type
Tpetra::MultiVector specialization used for containing coordinates.
Definition: Ifpack2_RILUK_decl.hpp:276
Tpetra::global_size_t getGlobalNumEntries() const
Returns the number of nonzero entries in the global graph.
Definition: Ifpack2_RILUK_decl.hpp:528
double getInitializeTime() const
Total time in seconds taken by all successful initialize() calls for this object. ...
Definition: Ifpack2_RILUK_decl.hpp:365
const crs_matrix_type & getL() const
Return the L factor of the ILU factorization.
Definition: Ifpack2_RILUK_def.hpp:161
Teuchos::RCP< const coord_type > A_coordinates_
Definition: Ifpack2_RILUK_decl.hpp:591
Teuchos::RCP< const row_matrix_type > A_local_
The matrix whos numbers are used to to compute ILU(k). The graph may be computed using a crs_matrix_t...
Definition: Ifpack2_RILUK_decl.hpp:599
Teuchos::RCP< crs_matrix_type > U_
The U (upper triangular) factor of ILU(k).
Definition: Ifpack2_RILUK_decl.hpp:613
int getNumInitialize() const
Number of successful initialize() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:352
MatrixType::scalar_type scalar_type
The type of the entries of the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:223