#ifndef __SEQAIJKOKKOSIMPL_HPP #define __SEQAIJKOKKOSIMPL_HPP #include #include #include <../src/mat/impls/aij/seq/aij.h> #include #include /* Kokkos::View is not handled correctly so we define SplitCSRMat for the singular purpose of working around this. */ typedef struct _n_SplitCSRMat SplitCSRMat; using MatRowMapType = PetscInt; using MatColIdxType = PetscInt; using MatScalarType = PetscScalar; template using KokkosCsrMatrixType = typename KokkosSparse::CrsMatrix; template using KokkosCsrGraphType = typename KokkosCsrMatrixType::staticcrsgraph_type; using KokkosCsrGraph = KokkosCsrGraphType; using KokkosCsrGraphHost = KokkosCsrGraphType; using KokkosCsrMatrix = KokkosCsrMatrixType; using KokkosCsrMatrixHost = KokkosCsrMatrixType; using MatRowMapKokkosView = KokkosCsrGraph::row_map_type::non_const_type; using MatColIdxKokkosView = KokkosCsrGraph::entries_type::non_const_type; using MatScalarKokkosView = KokkosCsrMatrix::values_type::non_const_type; using MatRowMapKokkosViewHost = KokkosCsrGraphHost::row_map_type::non_const_type; using MatColIdxKokkosViewHost = KokkosCsrGraphHost::entries_type::non_const_type; using MatScalarKokkosViewHost = KokkosCsrMatrixHost::values_type::non_const_type; using ConstMatRowMapKokkosView = KokkosCsrGraph::row_map_type::const_type; using ConstMatColIdxKokkosView = KokkosCsrGraph::entries_type::const_type; using ConstMatScalarKokkosView = KokkosCsrMatrix::values_type::const_type; using ConstMatRowMapKokkosViewHost = KokkosCsrGraphHost::row_map_type::const_type; using ConstMatColIdxKokkosViewHost = KokkosCsrGraphHost::entries_type::const_type; using ConstMatScalarKokkosViewHost = KokkosCsrMatrixHost::values_type::const_type; using MatRowMapKokkosDualView = Kokkos::DualView; using MatColIdxKokkosDualView = Kokkos::DualView; using MatScalarKokkosDualView = Kokkos::DualView; using KernelHandle = KokkosKernels::Experimental::KokkosKernelsHandle; using KokkosTeamMemberType = Kokkos::TeamPolicy::member_type; /* For mat->spptr of a factorized matrix */ struct Mat_SeqAIJKokkosTriFactors { MatRowMapKokkosView iL_d,iU_d,iLt_d,iUt_d; /* rowmap for L, U, L^t, U^t of A=LU */ MatColIdxKokkosView jL_d,jU_d,jLt_d,jUt_d; /* column ids */ MatScalarKokkosView aL_d,aU_d,aLt_d,aUt_d; /* matrix values */ KernelHandle kh,khL,khU,khLt,khUt; /* Kernel handles for A, L, U, L^t, U^t */ PetscBool transpose_updated; /* Are L^T, U^T updated wrt L, U*/ PetscBool sptrsv_symbolic_completed; /* Have we completed the symbolic solve for L and U */ PetscScalarKokkosView workVector; Mat_SeqAIJKokkosTriFactors(PetscInt n) : transpose_updated(PETSC_FALSE),sptrsv_symbolic_completed(PETSC_FALSE),workVector("workVector",n) {} ~Mat_SeqAIJKokkosTriFactors() {Destroy();} void Destroy() { kh.destroy_spiluk_handle(); khL.destroy_sptrsv_handle(); khU.destroy_sptrsv_handle(); khLt.destroy_sptrsv_handle(); khUt.destroy_sptrsv_handle(); transpose_updated = sptrsv_symbolic_completed = PETSC_FALSE; } }; /* For mat->spptr of a regular matrix */ struct Mat_SeqAIJKokkos { MatRowMapKokkosDualView i_dual; MatColIdxKokkosDualView j_dual; MatScalarKokkosDualView a_dual; KokkosCsrMatrix csrmat; /* The CSR matrix, used to call KK functions */ PetscObjectState nonzerostate; /* State of the nonzero pattern (graph) on device */ KokkosCsrMatrix csrmatT,csrmatH; /* Transpose and Hermitian of the matrix (built on demand) */ PetscBool transpose_updated,hermitian_updated; /* Are At, Ah updated wrt the matrix? */ /* COO stuff */ PetscCountKokkosView jmap_d; /* perm[disp+jmap[i]..disp+jmap[i+1]) gives indices of entries in v[] associated with i-th nonzero of the matrix */ PetscCountKokkosView perm_d; /* The permutation array in sorting (i,j) by row and then by col */ Kokkos::View i_uncompressed_d; Kokkos::View colmap_d; // ugh, this is a parallel construct Kokkos::View device_mat_d; Kokkos::View diag_d; // factorizations /* Construct a nrows by ncols matrix with nnz nonzeros from the given (i,j,a) on host. Caller also specifies a nonzero state */ Mat_SeqAIJKokkos(PetscInt nrows,PetscInt ncols,PetscInt nnz,const MatRowMapType *i,MatColIdxType *j,MatScalarType *a,PetscObjectState nzstate,PetscBool copyValues=PETSC_TRUE) { MatScalarKokkosViewHost a_h(a,nnz); MatRowMapKokkosViewHost i_h(const_cast(i),nrows+1); MatColIdxKokkosViewHost j_h(j,nnz); auto a_d = Kokkos::create_mirror_view(DefaultMemorySpace(),a_h); auto i_d = Kokkos::create_mirror_view_and_copy(DefaultMemorySpace(),i_h); auto j_d = Kokkos::create_mirror_view_and_copy(DefaultMemorySpace(),j_h); a_dual = MatScalarKokkosDualView(a_d,a_h); i_dual = MatRowMapKokkosDualView(i_d,i_h); j_dual = MatColIdxKokkosDualView(j_d,j_h); a_dual.modify_host(); /* Since caller provided values on host */ if (copyValues) a_dual.sync_device(); csrmat = KokkosCsrMatrix("csrmat",ncols,a_d,KokkosCsrGraph(j_d,i_d)); nonzerostate = nzstate; transpose_updated = hermitian_updated = PETSC_FALSE; } /* Construct with a KokkosCsrMatrix. For performance, only i, j are copied to host, but not the matrix values. */ Mat_SeqAIJKokkos(const KokkosCsrMatrix& csr) : csrmat(csr) /* Shallow-copy csr's views to csrmat */ { auto a_d = csr.values; /* Get a non-const version since I don't want to deal with DualView, which is not well defined */ MatRowMapKokkosView i_d(const_cast(csr.graph.row_map.data()),csr.graph.row_map.extent(0)); auto j_d = csr.graph.entries; auto a_h = Kokkos::create_mirror_view(Kokkos::HostSpace(),a_d); auto i_h = Kokkos::create_mirror_view_and_copy(Kokkos::HostSpace(),i_d); auto j_h = Kokkos::create_mirror_view_and_copy(Kokkos::HostSpace(),j_d); a_dual = MatScalarKokkosDualView(a_d,a_h); a_dual.modify_device(); /* since we did not copy a_d to a_h, we mark device has the latest data */ i_dual = MatRowMapKokkosDualView(i_d,i_h); j_dual = MatColIdxKokkosDualView(j_d,j_h); Init(); } Mat_SeqAIJKokkos(PetscInt nrows,PetscInt ncols,PetscInt nnz, MatRowMapKokkosDualView& i,MatColIdxKokkosDualView& j,MatScalarKokkosDualView a) :i_dual(i),j_dual(j),a_dual(a) { csrmat = KokkosCsrMatrix("csrmat",nrows,ncols,nnz,a.view_device(),i.view_device(),j.view_device()); Init(); } MatScalarType* a_host_data() {return a_dual.view_host().data();} MatRowMapType* i_host_data() {return i_dual.view_host().data();} MatColIdxType* j_host_data() {return j_dual.view_host().data();} MatScalarType* a_device_data() {return a_dual.view_device().data();} MatRowMapType* i_device_data() {return i_dual.view_device().data();} MatColIdxType* j_device_data() {return j_dual.view_device().data();} MatColIdxType nrows() {return csrmat.numRows();} MatColIdxType ncols() {return csrmat.numCols();} MatRowMapType nnz() {return csrmat.nnz();} /* Change the csrmat size to n */ void SetColSize(MatColIdxType n) {csrmat = KokkosCsrMatrix("csrmat",n,a_dual.view_device(),csrmat.graph);} void SetUpCOO(const Mat_SeqAIJ *aij) { jmap_d = Kokkos::create_mirror_view_and_copy(DefaultMemorySpace(),PetscCountKokkosViewHost(aij->jmap,aij->nz+1)); perm_d = Kokkos::create_mirror_view_and_copy(DefaultMemorySpace(),PetscCountKokkosViewHost(aij->perm,aij->Atot)); } /* Shared init stuff */ void Init(void) { transpose_updated = hermitian_updated = PETSC_FALSE; nonzerostate = 0; } PetscErrorCode DestroyMatTranspose(void) { PetscFunctionBegin; csrmatT = KokkosCsrMatrix(); /* Overwrite with empty matrices */ csrmatH = KokkosCsrMatrix(); PetscFunctionReturn(0); } }; struct MatProductData_SeqAIJKokkos { KernelHandle kh; PetscBool reusesym; MatProductData_SeqAIJKokkos() : reusesym(PETSC_FALSE){} }; PETSC_INTERN PetscErrorCode MatSetSeqAIJKokkosWithCSRMatrix(Mat,Mat_SeqAIJKokkos*); PETSC_INTERN PetscErrorCode MatCreateSeqAIJKokkosWithCSRMatrix(MPI_Comm,Mat_SeqAIJKokkos*,Mat*); PETSC_INTERN PetscErrorCode MatSeqAIJKokkosMergeMats(Mat,Mat,MatReuse,Mat*); PETSC_INTERN PetscErrorCode MatSeqAIJKokkosSyncDevice(Mat); PETSC_INTERN PetscErrorCode PrintCsrMatrix(const KokkosCsrMatrix& csrmat); PETSC_INTERN PetscErrorCode MatConvert_SeqAIJ_SeqAIJKokkos(Mat,MatType,MatReuse,Mat*); PETSC_INTERN PetscErrorCode MatSeqAIJKokkosModifyDevice(Mat); PETSC_INTERN PetscErrorCode MatSeqAIJGetKokkosView(Mat,MatScalarKokkosView*); PETSC_INTERN PetscErrorCode MatSeqAIJRestoreKokkosView(Mat,MatScalarKokkosView*); PETSC_INTERN PetscErrorCode MatSeqAIJGetKokkosViewWrite(Mat,MatScalarKokkosView*); PETSC_INTERN PetscErrorCode MatSeqAIJRestoreKokkosViewWrite(Mat,MatScalarKokkosView*); #endif