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TheRock/rocm-libraries/projects/rocsparse/clients/samples/example_fortran_csrsv.f90
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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

273 lines
9.4 KiB
Fortran

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
! Copyright (C) 2020 Advanced Micro Devices, Inc. All rights Reserved.
!
! Permission is hereby granted, free of charge, to any person obtaining a copy
! of this software and associated documentation files (the "Software"), to deal
! in the Software without restriction, including without limitation the rights
! to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
! copies of the Software, and to permit persons to whom the Software is
! furnished to do so, subject to the following conditions:
!
! The above copyright notice and this permission notice shall be included in
! all copies or substantial portions of the Software.
!
! THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
! IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
! FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
! AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
! LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
! OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
! 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_csrsv
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(4), h_csr_col_ind(6)
real(8), target :: h_csr_val(6), h_x(3), h_y(3), h_y_gold(3)
type(c_ptr) :: d_csr_row_ptr
type(c_ptr) :: d_csr_col_ind
type(c_ptr) :: d_csr_val
type(c_ptr) :: d_x
type(c_ptr) :: d_y
type(c_ptr) :: temp_buffer
integer :: i
integer(c_int) :: M, N, nnz
integer(c_int) :: stat
integer(c_int), target :: pivot
integer(c_size_t), target :: buffer_size
real(c_double), target :: alpha
type(c_ptr) :: handle
type(c_ptr) :: descr
type(c_ptr) :: info
integer :: version
character(len=12) :: rev
! Input data
! ( 1 0 0 )
! A = ( 2 3 0 )
! ( 4 5 6 )
! Number of rows and columns
M = 3
N = 3
! Number of non-zero entries
nnz = 6
! Fill CSR structure
h_csr_row_ptr = (/0, 1, 3, 6/)
h_csr_col_ind = (/0, 0, 1, 0, 1, 2/)
h_csr_val = (/1, 2, 3, 4, 5, 6/)
! Scalar alpha
alpha = 3.7
! x vector
h_x = (/1, 2, 3/)
! Allocate device memory
call HIP_CHECK(hipMalloc(d_csr_row_ptr, (int(M, 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_x, int(N, c_size_t) * 8))
call HIP_CHECK(hipMalloc(d_y, int(M, c_size_t) * 8))
! Copy host data to device
call HIP_CHECK(hipMemcpy(d_csr_row_ptr, c_loc(h_csr_row_ptr), (int(M, 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_x, c_loc(h_x), int(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))
! Matrix fill mode
call ROCSPARSE_CHECK(rocsparse_set_mat_fill_mode(descr, rocsparse_fill_mode_lower))
! Matrix diagonal type
call ROCSPARSE_CHECK(rocsparse_set_mat_diag_type(descr, rocsparse_diag_type_non_unit))
! Create matrix info structure
call ROCSPARSE_CHECK(rocsparse_create_mat_info(info))
! Obtain required buffer size
call ROCSPARSE_CHECK(rocsparse_dcsrsv_buffer_size(handle, &
rocsparse_operation_none, &
M, &
nnz, &
descr, &
d_csr_val, &
d_csr_row_ptr, &
d_csr_col_ind, &
info, &
c_loc(buffer_size)))
! Allocate temporary buffer
write(*,fmt='(A,I0,A)') 'Allocating ', buffer_size / 1024, 'kB temporary storage buffer'
call HIP_CHECK(hipMalloc(temp_buffer, buffer_size))
! Perform analysis step
call ROCSPARSE_CHECK(rocsparse_dcsrsv_analysis(handle, &
rocsparse_operation_none, &
M, &
nnz, &
descr, &
d_csr_val, &
d_csr_row_ptr, &
d_csr_col_ind, &
info, &
rocsparse_analysis_policy_reuse, &
rocsparse_solve_policy_auto, &
temp_buffer))
! Call dcsrsv to perform lower triangular solve Ly = x
call ROCSPARSE_CHECK(rocsparse_dcsrsv_solve(handle, &
rocsparse_operation_none, &
M, &
nnz, &
c_loc(alpha), &
descr, &
d_csr_val, &
d_csr_row_ptr, &
d_csr_col_ind, &
info, &
d_x, &
d_y, &
rocsparse_solve_policy_auto, &
temp_buffer))
! Check for zero pivots
stat = rocsparse_csrsv_zero_pivot(handle, descr, info, c_loc(pivot))
if(stat .eq. rocsparse_status_zero_pivot) then
write(*,fmt='(A,I0)') 'Found zero pivot in matrix row ', pivot
end if
! Print result
call HIP_CHECK(hipMemcpy(c_loc(h_y), d_y, int(M, c_size_t) * 8, 2))
do i = 1, m
write(*,fmt='(A,I0,A,F0.2)') 'y(', i, ') = ', h_y(i)
end do
! Clear rocSPARSE
call ROCSPARSE_CHECK(rocsparse_destroy_mat_info(info))
call ROCSPARSE_CHECK(rocsparse_destroy_mat_descr(descr))
call ROCSPARSE_CHECK(rocsparse_destroy_handle(handle))
! Clear device memory
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_x))
call HIP_CHECK(hipFree(d_y))
call HIP_CHECK(hipFree(temp_buffer))
end program example_fortran_csrsv