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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:
214  virtual public Ifpack2::Preconditioner<typename MatrixType::scalar_type,
215  typename MatrixType::local_ordinal_type,
216  typename MatrixType::global_ordinal_type,
217  typename MatrixType::node_type>,
218  virtual public Ifpack2::Details::CanChangeMatrix<Tpetra::RowMatrix<typename MatrixType::scalar_type,
219  typename MatrixType::local_ordinal_type,
220  typename MatrixType::global_ordinal_type,
221  typename MatrixType::node_type> >
222 {
223  public:
225  typedef typename MatrixType::scalar_type scalar_type;
226 
228  typedef typename MatrixType::local_ordinal_type local_ordinal_type;
229 
231  typedef typename MatrixType::global_ordinal_type global_ordinal_type;
232 
234  typedef typename MatrixType::node_type node_type;
235 
238 
240  typedef typename node_type::device_type device_type;
241 
243  typedef typename node_type::execution_space execution_space;
244 
246  typedef Tpetra::RowMatrix<scalar_type,
250 
251 
252  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.");
253 
255  typedef Tpetra::CrsMatrix<scalar_type,
259 
261  typedef typename crs_matrix_type::impl_scalar_type impl_scalar_type;
262 
263  template <class NewMatrixType> 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 
270  typedef typename crs_matrix_type::nonconst_global_inds_host_view_type nonconst_global_inds_host_view_type;
271  typedef typename crs_matrix_type::nonconst_local_inds_host_view_type nonconst_local_inds_host_view_type;
272  typedef typename crs_matrix_type::nonconst_values_host_view_type nonconst_values_host_view_type;
273 
274 
276 
278 
279  typedef typename crs_matrix_type::local_matrix_device_type local_matrix_device_type;
280  typedef typename local_matrix_device_type::StaticCrsGraphType::row_map_type lno_row_view_t;
281  typedef typename local_matrix_device_type::StaticCrsGraphType::entries_type lno_nonzero_view_t;
282  typedef typename local_matrix_device_type::values_type scalar_nonzero_view_t;
283  typedef typename local_matrix_device_type::StaticCrsGraphType::device_type::memory_space TemporaryMemorySpace;
284  typedef typename local_matrix_device_type::StaticCrsGraphType::device_type::memory_space PersistentMemorySpace;
285  typedef typename local_matrix_device_type::StaticCrsGraphType::device_type::execution_space HandleExecSpace;
286  typedef typename KokkosKernels::Experimental::KokkosKernelsHandle
287  <typename lno_row_view_t::const_value_type, typename lno_nonzero_view_t::const_value_type, typename scalar_nonzero_view_t::value_type,
288  HandleExecSpace, TemporaryMemorySpace,PersistentMemorySpace > kk_handle_type;
290 
295 
304 
305  private:
308  RILUK (const RILUK<MatrixType> & src);
309 
310  public:
312  virtual ~RILUK ();
313 
322  void setParameters (const Teuchos::ParameterList& params);
323 
325  void initialize ();
326 
335  void compute ();
336 
338  bool isInitialized () const {
339  return isInitialized_;
340  }
342  bool isComputed () const {
343  return isComputed_;
344  }
345 
347  int getNumInitialize () const {
348  return numInitialize_;
349  }
351  int getNumCompute () const {
352  return numCompute_;
353  }
355  int getNumApply () const {
356  return numApply_;
357  }
358 
360  double getInitializeTime () const {
361  return initializeTime_;
362  }
364  double getComputeTime () const {
365  return computeTime_;
366  }
368  double getApplyTime () const {
369  return applyTime_;
370  }
371 
373  size_t getNodeSmootherComplexity() const;
374 
375 
376 
378 
379 
402  virtual void
404 
406 
408 
410  std::string description () const;
411 
413 
415 
418  getDomainMap () const;
419 
422  getRangeMap () const;
423 
453  void
454  apply (const Tpetra::MultiVector<scalar_type,local_ordinal_type,global_ordinal_type,node_type>& X,
455  Tpetra::MultiVector<scalar_type,local_ordinal_type,global_ordinal_type,node_type>& Y,
460 
461 private:
483  void
484  multiply (const Tpetra::MultiVector<scalar_type,local_ordinal_type,global_ordinal_type,node_type>& X,
485  Tpetra::MultiVector<scalar_type,local_ordinal_type,global_ordinal_type,node_type>& Y,
486  const Teuchos::ETransp mode = Teuchos::NO_TRANS) const;
487 public:
488 
491 
492  // Attribute access functions
493 
495  magnitude_type getRelaxValue () const { return RelaxValue_; }
496 
498  magnitude_type getAbsoluteThreshold () const { return Athresh_; }
499 
501  magnitude_type getRelativeThreshold () const {return Rthresh_;}
502 
504  int getLevelOfFill () const { return LevelOfFill_; }
505 
507  Tpetra::CombineMode getOverlapMode () {
509  true, std::logic_error, "Ifpack2::RILUK::SetOverlapMode: "
510  "RILUK no longer implements overlap on its own. "
511  "Use RILUK with AdditiveSchwarz if you want overlap.");
512  }
513 
515  Tpetra::global_size_t getGlobalNumEntries () const {
516  return getL ().getGlobalNumEntries () + getU ().getGlobalNumEntries ();
517  }
518 
522  node_type>, kk_handle_type> > getGraph () const {
523  return Graph_;
524  }
525 
527  const crs_matrix_type& getL () const;
528 
530  const Tpetra::Vector<scalar_type,local_ordinal_type,global_ordinal_type,node_type>&
531  getD () const;
532 
534  const crs_matrix_type& getU () const;
535 
538 
546 
547 private:
548  typedef Tpetra::MultiVector<scalar_type,local_ordinal_type,global_ordinal_type,node_type> MV;
551 
552  void allocateSolvers ();
553  void allocate_L_and_U ();
554  static void checkOrderingConsistency (const row_matrix_type& A);
555  void initAllValues (const row_matrix_type& A);
556 
557  void compute_serial();
558  void compute_kkspiluk();
559 // Workaround Cuda limitation of KOKKOS_LAMBDA in private/protected member functions
560 #ifdef KOKKOS_ENABLE_CUDA
561 public:
562 #endif
563  void compute_kkspiluk_stream();
564 #ifdef KOKKOS_ENABLE_CUDA
565 private:
566 #endif
567 
568 protected:
569  typedef Tpetra::Vector<scalar_type,local_ordinal_type,global_ordinal_type,node_type> vec_type;
570 
573 
576  std::vector< Teuchos::RCP<iluk_graph_type> > Graph_v_;
582  Teuchos::RCP<crs_matrix_type> A_local_crs_nc_;
583  std::vector<local_matrix_device_type> A_local_diagblks;
584  std::vector< lno_row_view_t > A_local_diagblks_rowmap_v_;
585  std::vector< lno_nonzero_view_t > A_local_diagblks_entries_v_;
586  std::vector< scalar_nonzero_view_t > A_local_diagblks_values_v_;
587 
590  std::vector< Teuchos::RCP<crs_matrix_type> > L_v_;
595  std::vector< Teuchos::RCP<crs_matrix_type> > U_v_;
598 
601 
602  int LevelOfFill_;
603  double Overalloc_;
604 
605  bool isAllocated_;
606  bool isInitialized_;
607  bool isComputed_;
608 
609  int numInitialize_;
610  int numCompute_;
611  mutable int numApply_;
612 
613  double initializeTime_;
614  double computeTime_;
615  mutable double applyTime_;
616 
617  magnitude_type RelaxValue_;
618  magnitude_type Athresh_;
619  magnitude_type Rthresh_;
620 
623  Teuchos::RCP<kk_handle_type> KernelHandle_;
624  std::vector< Teuchos::RCP<kk_handle_type> > KernelHandle_v_;
625  bool isKokkosKernelsStream_;
626  int num_streams_;
627  std::vector<execution_space> exec_space_instances_;
628  bool hasStreamReordered_;
629  std::vector<typename lno_nonzero_view_t::non_const_type> perm_v_;
630  std::vector<typename lno_nonzero_view_t::non_const_type> reverse_perm_v_;
631  mutable std::unique_ptr<MV> Y_tmp_;
632  mutable std::unique_ptr<MV> reordered_x_;
633  mutable std::unique_ptr<MV> reordered_y_;
634 };
635 
636 // NOTE (mfh 11 Feb 2015) This used to exist in order to deal with
637 // different behavior of Tpetra::Crs{Graph,Matrix} for
638 // KokkosClassic::ThrustGPUNode. In particular, fillComplete on a
639 // CrsMatrix used to make the graph go away by default, so we had to
640 // pass in a parameter to keep a host copy of the graph. With the new
641 // (Kokkos refactor) version of Tpetra, this problem has gone away.
642 namespace detail {
643  template<class MatrixType, class NodeType>
644  struct setLocalSolveParams{
646  setParams (const Teuchos::RCP<Teuchos::ParameterList>& param) {
647  return param;
648  }
649  };
650 } // namespace detail
651 
652 } // namespace Ifpack2
653 
654 #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:495
magnitude_type getAbsoluteThreshold() const
Get absolute threshold value.
Definition: Ifpack2_RILUK_decl.hpp:498
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:522
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:241
node_type::execution_space execution_space
The Kokkos execution space of the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:243
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:448
MatrixType::global_ordinal_type global_ordinal_type
The type of global indices in the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:231
Teuchos::RCP< crs_matrix_type > L_
The L (lower triangular) factor of ILU(k).
Definition: Ifpack2_RILUK_decl.hpp:589
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:178
void initialize()
Initialize by computing the symbolic incomplete factorization.
Definition: Ifpack2_RILUK_def.hpp:481
#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:249
Teuchos::RCP< iluk_graph_type > Graph_
The ILU(k) graph.
Definition: Ifpack2_RILUK_decl.hpp:575
double getApplyTime() const
Total time in seconds taken by all successful apply() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:368
virtual void setMatrix(const Teuchos::RCP< const row_matrix_type > &A)
Change the matrix to be preconditioned.
Definition: Ifpack2_RILUK_def.hpp:125
std::string description() const
A one-line description of this object.
Definition: Ifpack2_RILUK_def.hpp:1434
void setParameters(const Teuchos::ParameterList &params)
Definition: Ifpack2_RILUK_def.hpp:306
bool isKokkosKernelsSpiluk_
Optional KokkosKernels implementation.
Definition: Ifpack2_RILUK_decl.hpp:622
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:205
Tpetra::CombineMode getOverlapMode()
Get overlap mode type.
Definition: Ifpack2_RILUK_decl.hpp:507
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:441
bool isComputed() const
Whether compute() has been called on this object.
Definition: Ifpack2_RILUK_decl.hpp:342
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:252
node_type::device_type device_type
The Kokkos device type of the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:240
const crs_matrix_type & getU() const
Return the U factor of the ILU factorization.
Definition: Ifpack2_RILUK_def.hpp:192
MatrixType::node_type node_type
The Node type used by the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:234
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:222
MatrixType::local_ordinal_type local_ordinal_type
The type of local indices in the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:228
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:597
int getLevelOfFill() const
Get level of fill (the &quot;k&quot; in ILU(k)).
Definition: Ifpack2_RILUK_decl.hpp:504
Interface for all Ifpack2 preconditioners.
Definition: Ifpack2_Preconditioner.hpp:74
void compute()
Compute the (numeric) incomplete factorization.
Definition: Ifpack2_RILUK_def.hpp:1099
magnitude_type getRelativeThreshold() const
Get relative threshold value.
Definition: Ifpack2_RILUK_decl.hpp:501
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:1183
Teuchos::ScalarTraits< scalar_type >::magnitudeType magnitude_type
The type of the magnitude (absolute value) of a matrix entry.
Definition: Ifpack2_RILUK_decl.hpp:237
crs_matrix_type::impl_scalar_type impl_scalar_type
Scalar type stored in Kokkos::Views (CrsMatrix and MultiVector)
Definition: Ifpack2_RILUK_decl.hpp:261
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:338
Teuchos::RCP< LocalSparseTriangularSolver< row_matrix_type > > L_solver_
Sparse triangular solver for L.
Definition: Ifpack2_RILUK_decl.hpp:592
Teuchos::RCP< const row_matrix_type > A_
The (original) input matrix for which to compute ILU(k).
Definition: Ifpack2_RILUK_decl.hpp:572
Teuchos::RCP< const row_matrix_type > getMatrix() const
Get the input matrix.
Definition: Ifpack2_RILUK_def.hpp:434
double getComputeTime() const
Total time in seconds taken by all successful compute() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:364
Teuchos::RCP< vec_type > D_
The diagonal entries of the ILU(k) factorization.
Definition: Ifpack2_RILUK_decl.hpp:600
int getNumCompute() const
Number of successful compute() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:351
int getNumApply() const
Number of successful apply() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:355
Tpetra::global_size_t getGlobalNumEntries() const
Returns the number of nonzero entries in the global graph.
Definition: Ifpack2_RILUK_decl.hpp:515
double getInitializeTime() const
Total time in seconds taken by all successful initialize() calls for this object. ...
Definition: Ifpack2_RILUK_decl.hpp:360
const crs_matrix_type & getL() const
Return the L factor of the ILU factorization.
Definition: Ifpack2_RILUK_def.hpp:161
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:580
Teuchos::RCP< crs_matrix_type > U_
The U (upper triangular) factor of ILU(k).
Definition: Ifpack2_RILUK_decl.hpp:594
int getNumInitialize() const
Number of successful initialize() calls for this object.
Definition: Ifpack2_RILUK_decl.hpp:347
MatrixType::scalar_type scalar_type
The type of the entries of the input MatrixType.
Definition: Ifpack2_RILUK_decl.hpp:225