Tpetra parallel linear algebra Version of the Day
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TpetraExt_MatrixMatrix_HIP.hpp
1// @HEADER
2// *****************************************************************************
3// Tpetra: Templated Linear Algebra Services Package
4//
5// Copyright 2008 NTESS and the Tpetra contributors.
6// SPDX-License-Identifier: BSD-3-Clause
7// *****************************************************************************
8// @HEADER
9
10#ifndef TPETRA_MATRIXMATRIX_HIP_DEF_HPP
11#define TPETRA_MATRIXMATRIX_HIP_DEF_HPP
12
13#include "Tpetra_Details_IntRowPtrHelper.hpp"
14
15#ifdef HAVE_TPETRA_INST_HIP
16namespace Tpetra {
17namespace MMdetails {
18
19template <>
20struct KokkosKernelsSPGEMMBackend<Tpetra::KokkosCompat::KokkosHIPWrapperNode> {
21 static std::string parameter_prefix() { return "hip"; }
22 static std::string algorithm_label() { return "HIP"; }
23
24 template <class MatrixType>
25 static void pre_spgemm(MatrixType& Bmerged) {
26#if KOKKOSKERNELS_VERSION >= 50299
27 (void)Bmerged;
28#elif defined(KOKKOS_ENABLE_HIP) && defined(KOKKOSKERNELS_ENABLE_TPL_ROCSPARSE)
29 using device_t = typename MatrixType::device_type;
30 if constexpr (std::is_same_v<typename device_t::execution_space, Kokkos::HIP>) {
31 if (!KokkosSparse::isCrsGraphSorted(Bmerged.graph.row_map, Bmerged.graph.entries)) {
32 Import_Util::sortCrsMatrix(Bmerged);
33 }
34 }
35#else
36 (void)Bmerged;
37#endif
38 }
39
40 template <class Scalar, class LocalOrdinal, class GlobalOrdinal>
41 static void pre_spgemm(const Tpetra::CrsMatrix<Scalar, LocalOrdinal, GlobalOrdinal, Tpetra::KokkosCompat::KokkosHIPWrapperNode>& A) {
42#if KOKKOSKERNELS_VERSION >= 50299
43 (void)A;
44#elif defined(KOKKOS_ENABLE_HIP) && defined(KOKKOSKERNELS_ENABLE_TPL_ROCSPARSE)
45 if (A.getCrsGraph()->isSorted()) {
46 return;
47 }
48 auto localA = A.getLocalMatrixDevice();
49 pre_spgemm(localA);
50#else
51 (void)A;
52#endif
53 }
54};
55
56/*********************************************************************************************************/
57// MMM KernelWrappers for Partial Specialization to HIP
58template <class Scalar,
59 class LocalOrdinal,
60 class GlobalOrdinal,
61 class LocalOrdinalViewType>
62struct KernelWrappers<Scalar, LocalOrdinal, GlobalOrdinal, Tpetra::KokkosCompat::KokkosHIPWrapperNode, LocalOrdinalViewType> {
63 using Node = Tpetra::KokkosCompat::KokkosHIPWrapperNode;
64
65 static inline void mult_A_B_newmatrix_kernel_wrapper(CrsMatrixStruct<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Aview,
66 CrsMatrixStruct<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Bview,
67 const LocalOrdinalViewType& Acol2Brow,
68 const LocalOrdinalViewType& Acol2Irow,
69 const LocalOrdinalViewType& Bcol2Ccol,
70 const LocalOrdinalViewType& Icol2Ccol,
71 CrsMatrix<Scalar, LocalOrdinal, GlobalOrdinal, Node>& C,
72 Teuchos::RCP<const Import<LocalOrdinal, GlobalOrdinal, Node> > Cimport,
73 const std::string& label = std::string(),
74 const Teuchos::RCP<Teuchos::ParameterList>& params = Teuchos::null) {
75 Tpetra::MMdetails::kokkos_kernels_mult_A_B_newmatrix(
76 Aview, Bview, Acol2Brow, Acol2Irow, Bcol2Ccol, Icol2Ccol, C, Cimport, label, params);
77 }
78
79 static inline void mult_A_B_reuse_kernel_wrapper(CrsMatrixStruct<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Aview,
80 CrsMatrixStruct<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Bview,
81 const LocalOrdinalViewType& Acol2Brow,
82 const LocalOrdinalViewType& Acol2Irow,
83 const LocalOrdinalViewType& Bcol2Ccol,
84 const LocalOrdinalViewType& Icol2Ccol,
85 CrsMatrix<Scalar, LocalOrdinal, GlobalOrdinal, Node>& C,
86 Teuchos::RCP<const Import<LocalOrdinal, GlobalOrdinal, Node> > Cimport,
87 const std::string& label = std::string(),
88 const Teuchos::RCP<Teuchos::ParameterList>& params = Teuchos::null) {
89 Tpetra::MMdetails::host_mult_A_B_reuse(
90 Aview, Bview, Acol2Brow, Acol2Irow,
91 Bcol2Ccol, Icol2Ccol, C, Cimport, label, params);
92 }
93};
94
95// Jacobi KernelWrappers for Partial Specialization to HIP
96template <class Scalar,
97 class LocalOrdinal,
98 class GlobalOrdinal, class LocalOrdinalViewType>
99struct KernelWrappers2<Scalar, LocalOrdinal, GlobalOrdinal, Tpetra::KokkosCompat::KokkosHIPWrapperNode, LocalOrdinalViewType> {
100 using Node = Tpetra::KokkosCompat::KokkosHIPWrapperNode;
101
102 static inline void jacobi_A_B_newmatrix_kernel_wrapper(typename Teuchos::ScalarTraits<Scalar>::magnitudeType omega,
103 const Vector<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Dinv,
104 CrsMatrixStruct<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Aview,
105 CrsMatrixStruct<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Bview,
106 const LocalOrdinalViewType& Acol2Brow,
107 const LocalOrdinalViewType& Acol2Irow,
108 const LocalOrdinalViewType& Bcol2Ccol,
109 const LocalOrdinalViewType& Icol2Ccol,
110 CrsMatrix<Scalar, LocalOrdinal, GlobalOrdinal, Node>& C,
111 Teuchos::RCP<const Import<LocalOrdinal, GlobalOrdinal, Node> > Cimport,
112 const std::string& label = std::string(),
113 const Teuchos::RCP<Teuchos::ParameterList>& params = Teuchos::null) {
114 // Node-specific code
115 using Teuchos::RCP;
116
117 // Options
118 // int team_work_size = 16; // Defaults to 16 as per Deveci 12/7/16 - csiefer // unreferenced
119 std::string myalg("KK");
120 if (!params.is_null()) {
121 if (params->isParameter("hip: jacobi algorithm"))
122 myalg = params->get("hip: jacobi algorithm", myalg);
123 }
124
125 if (myalg == "MSAK") {
126 ::Tpetra::MatrixMatrix::ExtraKernels::jacobi_A_B_newmatrix_MultiplyScaleAddKernel(omega, Dinv, Aview, Bview, Acol2Brow, Acol2Irow, Bcol2Ccol, Icol2Ccol, C, Cimport, label, params);
127 } else if (myalg == "KK") {
128 kokkos_kernels_jacobi_A_B_newmatrix(omega, Dinv, Aview, Bview, Acol2Brow, Acol2Irow, Bcol2Ccol, Icol2Ccol, C, Cimport, label, params);
129 } else {
130 throw std::runtime_error("Tpetra::MatrixMatrix::Jacobi newmatrix unknown kernel");
131 }
132
133 Tpetra::Details::ProfilingRegion("TpetraExt: Jacobi: Newmatrix HIPESFC");
134
135 // Final Fillcomplete
136 RCP<Teuchos::ParameterList> labelList = rcp(new Teuchos::ParameterList);
137 labelList->set("Timer Label", label);
138 if (!params.is_null()) labelList->set("compute global constants", params->get("compute global constants", true));
139
140 // NOTE: MSAK already fillCompletes, so we have to check here
141 if (!C.isFillComplete()) {
142 RCP<const Export<LocalOrdinal, GlobalOrdinal, Node> > dummyExport;
143 C.expertStaticFillComplete(Bview.origMatrix->getDomainMap(), Aview.origMatrix->getRangeMap(), Cimport, dummyExport, labelList);
144 }
145 }
146
147 static inline void jacobi_A_B_reuse_kernel_wrapper(typename Teuchos::ScalarTraits<Scalar>::magnitudeType omega,
148 const Vector<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Dinv,
149 CrsMatrixStruct<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Aview,
150 CrsMatrixStruct<Scalar, LocalOrdinal, GlobalOrdinal, Node>& Bview,
151 const LocalOrdinalViewType& Acol2Brow,
152 const LocalOrdinalViewType& Acol2Irow,
153 const LocalOrdinalViewType& Bcol2Ccol,
154 const LocalOrdinalViewType& Icol2Ccol,
155 CrsMatrix<Scalar, LocalOrdinal, GlobalOrdinal, Node>& C,
156 Teuchos::RCP<const Import<LocalOrdinal, GlobalOrdinal, Node> > Cimport,
157 const std::string& label = std::string(),
158 const Teuchos::RCP<Teuchos::ParameterList>& params = Teuchos::null) {
159 host_jacobi_A_B_reuse(omega, Dinv, Aview, Bview, Acol2Brow, Acol2Irow,
160 Bcol2Ccol, Icol2Ccol, C, Cimport, label, params);
161 }
162};
163
164} // namespace MMdetails
165} // namespace Tpetra
166
167#endif // HIP
168
169#endif
TPETRA_DETAILS_ALWAYS_INLINE local_matrix_device_type getLocalMatrixDevice() const
The local sparse matrix.
Teuchos::RCP< const crs_graph_type > getCrsGraph() const
This matrix's graph, as a CrsGraph.
Namespace Tpetra contains the class and methods constituting the Tpetra library.