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THE SOFTWARE. ! !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! subroutine HIP_CHECK(stat) use iso_c_binding implicit none integer(c_int) :: stat if(stat /= 0) then write(*,*) 'Error: hip error' stop end if end subroutine HIP_CHECK subroutine ROCSPARSE_CHECK(stat) use iso_c_binding implicit none integer(c_int) :: stat if(stat /= 0) then write(*,*) 'Error: rocsparse error' stop end if end subroutine ROCSPARSE_CHECK program example_fortran_gemmi use iso_c_binding use rocsparse implicit none interface function hipMalloc(ptr, size) & bind(c, name = 'hipMalloc') use iso_c_binding implicit none integer :: hipMalloc type(c_ptr) :: ptr integer(c_size_t), value :: size end function hipMalloc function hipFree(ptr) & bind(c, name = 'hipFree') use iso_c_binding implicit none integer :: hipFree type(c_ptr), value :: ptr end function hipFree function hipMemcpy(dst, src, size, kind) & bind(c, name = 'hipMemcpy') use iso_c_binding implicit none integer :: hipMemcpy type(c_ptr), value :: dst type(c_ptr), intent(in), value :: src integer(c_size_t), value :: size integer(c_int), value :: kind end function hipMemcpy function hipMemset(dst, val, size) & bind(c, name = 'hipMemset') use iso_c_binding implicit none integer :: hipMemset type(c_ptr), value :: dst integer(c_int), value :: val integer(c_size_t), value :: size end function hipMemset function hipDeviceSynchronize() & bind(c, name = 'hipDeviceSynchronize') use iso_c_binding implicit none integer :: hipDeviceSynchronize end function hipDeviceSynchronize function hipDeviceReset() & bind(c, name = 'hipDeviceReset') use iso_c_binding implicit none integer :: hipDeviceReset end function hipDeviceReset end interface integer, target :: h_csr_row_ptr(6), h_csr_col_ind(8) real(8), target :: h_csr_val(8), h_A(6), h_C(10) type(c_ptr) :: d_csr_row_ptr type(c_ptr) :: d_csr_col_ind type(c_ptr) :: d_csr_val type(c_ptr) :: d_A type(c_ptr) :: d_C integer :: i, j integer(c_int) :: M, N, K, nnz integer(c_int) :: lda, ldc real(c_double), target :: alpha real(c_double), target :: beta type(c_ptr) :: handle type(c_ptr) :: descr integer :: version character(len=12) :: rev ! This example is going to compute C = alpha * A * B^T + beta * C ! Input data ! Number of rows and columns M = 2 N = 5 K = 3 lda = M ldc = M ! Number of non-zero entries nnz = 8 ! A = ( 9 10 11 ) ! ( 12 13 14 ) ! ( 1 0 6 ) ! ( 2 4 0 ) ! B = ( 0 5 0 ) ! ( 3 0 7 ) ! ( 0 0 8 ) ! C = ( 15 16 17 18 19 ) ! ( 20 21 22 23 24 ) ! Fill A h_A = (/9, 12, 10, 13, 11, 14/) ! Fill CSR structure of B h_csr_row_ptr = (/0, 2, 4, 5, 7, 8/) h_csr_col_ind = (/0, 2, 0, 1, 1, 0, 2, 2/) h_csr_val = (/1, 6, 2, 4, 5, 3, 7, 8/) ! Fill C h_C = (/15, 20, 16, 21, 17, 22, 18, 23, 19, 24/) ! Scalar alpha and beta alpha = 3.7 beta = 1.3 ! Allocate device memory call HIP_CHECK(hipMalloc(d_A, int(M * K, c_size_t) * 8)) call HIP_CHECK(hipMalloc(d_csr_row_ptr, (int(N, c_size_t) + 1) * 4)) call HIP_CHECK(hipMalloc(d_csr_col_ind, int(nnz, c_size_t) * 4)) call HIP_CHECK(hipMalloc(d_csr_val, int(nnz, c_size_t) * 8)) call HIP_CHECK(hipMalloc(d_C, int(M * N, c_size_t) * 8)) ! Copy host data to device call HIP_CHECK(hipMemcpy(d_A, c_loc(h_A), int(M * K, c_size_t) * 8, 1)) call HIP_CHECK(hipMemcpy(d_csr_row_ptr, c_loc(h_csr_row_ptr), (int(N, c_size_t) + 1) * 4, 1)) call HIP_CHECK(hipMemcpy(d_csr_col_ind, c_loc(h_csr_col_ind), int(nnz, c_size_t) * 4, 1)) call HIP_CHECK(hipMemcpy(d_csr_val, c_loc(h_csr_val), int(nnz, c_size_t) * 8, 1)) call HIP_CHECK(hipMemcpy(d_C, c_loc(h_C), int(M * N, c_size_t) * 8, 1)) ! Create rocSPARSE handle call ROCSPARSE_CHECK(rocsparse_create_handle(handle)) ! Get rocSPARSE version call ROCSPARSE_CHECK(rocsparse_get_version(handle, version)) call ROCSPARSE_CHECK(rocsparse_get_git_rev(handle, rev)) ! Print version on screen write(*,fmt='(A,I0,A,I0,A,I0,A,A)') 'rocSPARSE version: ', version / 100000, '.', & mod(version / 100, 1000), '.', mod(version, 100), '-', rev ! Create matrix descriptor call ROCSPARSE_CHECK(rocsparse_create_mat_descr(descr)) ! Call dgemmi to perform matrix multiplication call ROCSPARSE_CHECK(rocsparse_dgemmi(handle, & rocsparse_operation_none, & rocsparse_operation_transpose, & M, & N, & K, & nnz, & c_loc(alpha), & d_A, & lda, & descr, & d_csr_val, & d_csr_row_ptr, & d_csr_col_ind, & c_loc(beta), & d_C, & ldc)) ! Print result call HIP_CHECK(hipMemcpy(c_loc(h_C), d_C, int(M * N, c_size_t) * 8, 2)) write(*,*) 'C:' do i = 1, M do j = 0, N - 1 write(*,fmt='(A,F0.5)', advance='no') ' ', h_C(i + j * ldc) end do write(*,*) end do ! Clear rocSPARSE call ROCSPARSE_CHECK(rocsparse_destroy_mat_descr(descr)) call ROCSPARSE_CHECK(rocsparse_destroy_handle(handle)) ! Clear device memory call HIP_CHECK(hipFree(d_A)) call HIP_CHECK(hipFree(d_csr_row_ptr)) call HIP_CHECK(hipFree(d_csr_col_ind)) call HIP_CHECK(hipFree(d_csr_val)) call HIP_CHECK(hipFree(d_C)) end program example_fortran_gemmi