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287 lines
10 KiB
Fortran
287 lines
10 KiB
Fortran
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
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! Copyright (C) 2020 Advanced Micro Devices, Inc. All rights Reserved.
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!
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! Permission is hereby granted, free of charge, to any person obtaining a copy
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! of this software and associated documentation files (the "Software"), to deal
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! in the Software without restriction, including without limitation the rights
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! to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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! copies of the Software, and to permit persons to whom the Software is
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! furnished to do so, subject to the following conditions:
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!
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! The above copyright notice and this permission notice shall be included in
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! all copies or substantial portions of the Software.
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!
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! THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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! IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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! FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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! AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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! LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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! OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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! THE SOFTWARE.
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!
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!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
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subroutine HIP_CHECK(stat)
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use iso_c_binding
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implicit none
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integer(c_int) :: stat
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if(stat /= 0) then
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write(*,*) 'Error: hip error'
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stop
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end if
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end subroutine HIP_CHECK
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subroutine ROCSPARSE_CHECK(stat)
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use iso_c_binding
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implicit none
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integer(c_int) :: stat
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if(stat /= 0) then
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write(*,*) 'Error: rocsparse error'
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stop
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end if
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end subroutine ROCSPARSE_CHECK
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program example_fortran_bsrsv
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use iso_c_binding
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use rocsparse
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implicit none
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interface
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function hipMalloc(ptr, size) &
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bind(c, name = 'hipMalloc')
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use iso_c_binding
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implicit none
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integer :: hipMalloc
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type(c_ptr) :: ptr
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integer(c_size_t), value :: size
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end function hipMalloc
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function hipFree(ptr) &
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bind(c, name = 'hipFree')
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use iso_c_binding
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implicit none
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integer :: hipFree
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type(c_ptr), value :: ptr
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end function hipFree
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function hipMemcpy(dst, src, size, kind) &
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bind(c, name = 'hipMemcpy')
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use iso_c_binding
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implicit none
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integer :: hipMemcpy
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type(c_ptr), value :: dst
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type(c_ptr), intent(in), value :: src
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integer(c_size_t), value :: size
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integer(c_int), value :: kind
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end function hipMemcpy
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function hipMemset(dst, val, size) &
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bind(c, name = 'hipMemset')
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use iso_c_binding
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implicit none
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integer :: hipMemset
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type(c_ptr), value :: dst
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integer(c_int), value :: val
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integer(c_size_t), value :: size
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end function hipMemset
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function hipDeviceSynchronize() &
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bind(c, name = 'hipDeviceSynchronize')
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use iso_c_binding
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implicit none
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integer :: hipDeviceSynchronize
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end function hipDeviceSynchronize
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function hipDeviceReset() &
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bind(c, name = 'hipDeviceReset')
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use iso_c_binding
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implicit none
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integer :: hipDeviceReset
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end function hipDeviceReset
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end interface
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integer, target :: h_bsr_row_ptr(3), h_bsr_col_ind(3)
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real(8), target :: h_bsr_val(12), h_x(4), h_y(4), h_y_gold(4)
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type(c_ptr) :: d_bsr_row_ptr
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type(c_ptr) :: d_bsr_col_ind
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type(c_ptr) :: d_bsr_val
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type(c_ptr) :: d_x
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type(c_ptr) :: d_y
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type(c_ptr) :: temp_buffer
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integer :: i
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integer(c_int) :: M, N, Mb, Nb, nnzb, bsr_dim
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integer(c_int) :: stat
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integer(c_int), target :: pivot
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integer(c_size_t), target :: buffer_size
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real(c_double), target :: alpha
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type(c_ptr) :: handle
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type(c_ptr) :: descr
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type(c_ptr) :: info
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integer :: version
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character(len=12) :: rev
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! Input data
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! ( 1 0 0 0 )
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! A = ( 2 3 0 0 )
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! ( 4 5 6 0 )
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! ( 7 0 8 9 )
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! Number of rows and columns
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M = 4
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N = 4
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! Number of BSR block rows and block columns
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Mb = 2
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Nb = 2
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! BSR block dimension
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bsr_dim = 2
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! Number of non-zero block entries
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nnzb = 3
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! Fill BSR structure
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h_bsr_row_ptr = (/0, 1, 3/)
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h_bsr_col_ind = (/0, 0, 1/)
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h_bsr_val = (/1, 2, 0, 3, 4, 7, 5, 0, 6, 8, 0, 9/)
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! Scalar alpha
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alpha = 3.7
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! x vector
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h_x = (/1, 2, 3, 4/)
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! Allocate device memory
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call HIP_CHECK(hipMalloc(d_bsr_row_ptr, (int(Mb, c_size_t) + 1) * 4))
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call HIP_CHECK(hipMalloc(d_bsr_col_ind, int(nnzb, c_size_t) * 4))
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call HIP_CHECK(hipMalloc(d_bsr_val, int(nnzb * bsr_dim * bsr_dim, c_size_t) * 8))
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call HIP_CHECK(hipMalloc(d_x, int(Nb * bsr_dim, c_size_t) * 8))
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call HIP_CHECK(hipMalloc(d_y, int(Mb * bsr_dim, c_size_t) * 8))
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! Copy host data to device
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call HIP_CHECK(hipMemcpy(d_bsr_row_ptr, c_loc(h_bsr_row_ptr), (int(Mb, c_size_t) + 1) * 4, 1))
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call HIP_CHECK(hipMemcpy(d_bsr_col_ind, c_loc(h_bsr_col_ind), int(nnzb, c_size_t) * 4, 1))
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call HIP_CHECK(hipMemcpy(d_bsr_val, c_loc(h_bsr_val), int(nnzb * bsr_dim * bsr_dim, c_size_t) * 8, 1))
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call HIP_CHECK(hipMemcpy(d_x, c_loc(h_x), int(Nb * bsr_dim, c_size_t) * 8, 1))
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! Create rocSPARSE handle
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call ROCSPARSE_CHECK(rocsparse_create_handle(handle))
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! Get rocSPARSE version
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call ROCSPARSE_CHECK(rocsparse_get_version(handle, version))
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call ROCSPARSE_CHECK(rocsparse_get_git_rev(handle, rev))
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! Print version on screen
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write(*,fmt='(A,I0,A,I0,A,I0,A,A)') 'rocSPARSE version: ', version / 100000, '.', &
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mod(version / 100, 1000), '.', mod(version, 100), '-', rev
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! Create matrix descriptor
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call ROCSPARSE_CHECK(rocsparse_create_mat_descr(descr))
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! Matrix fill mode
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call ROCSPARSE_CHECK(rocsparse_set_mat_fill_mode(descr, rocsparse_fill_mode_lower))
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! Matrix diagonal type
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call ROCSPARSE_CHECK(rocsparse_set_mat_diag_type(descr, rocsparse_diag_type_unit))
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! Create matrix info structure
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call ROCSPARSE_CHECK(rocsparse_create_mat_info(info))
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! Obtain required buffer size
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call ROCSPARSE_CHECK(rocsparse_dbsrsv_buffer_size(handle, &
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rocsparse_direction_column, &
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rocsparse_operation_none, &
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Mb, &
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nnzb, &
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descr, &
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d_bsr_val, &
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d_bsr_row_ptr, &
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d_bsr_col_ind, &
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bsr_dim, &
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info, &
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c_loc(buffer_size)))
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! Allocate temporary buffer
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write(*,fmt='(A,I0,A)') 'Allocating ', buffer_size / 1024, 'kB temporary storage buffer'
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call HIP_CHECK(hipMalloc(temp_buffer, buffer_size))
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! Perform analysis step
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call ROCSPARSE_CHECK(rocsparse_dbsrsv_analysis(handle, &
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rocsparse_direction_column, &
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rocsparse_operation_none, &
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Mb, &
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nnzb, &
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descr, &
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d_bsr_val, &
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d_bsr_row_ptr, &
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d_bsr_col_ind, &
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bsr_dim, &
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info, &
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rocsparse_analysis_policy_reuse, &
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rocsparse_solve_policy_auto, &
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temp_buffer))
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! Call dbsrsv to perform lower triangular solve Ly = x
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call ROCSPARSE_CHECK(rocsparse_dbsrsv_solve(handle, &
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rocsparse_direction_column, &
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rocsparse_operation_none, &
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Mb, &
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nnzb, &
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c_loc(alpha), &
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descr, &
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d_bsr_val, &
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d_bsr_row_ptr, &
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d_bsr_col_ind, &
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bsr_dim, &
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info, &
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d_x, &
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d_y, &
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rocsparse_solve_policy_auto, &
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temp_buffer))
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! Check for zero pivots
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stat = rocsparse_bsrsv_zero_pivot(handle, info, c_loc(pivot))
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if(stat .eq. rocsparse_status_zero_pivot) then
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write(*,fmt='(A,I0)') 'Found zero pivot in matrix row ', pivot
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end if
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! Print result
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call HIP_CHECK(hipMemcpy(c_loc(h_y), d_y, int(Mb * bsr_dim, c_size_t) * 8, 2))
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do i = 1, m
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write(*,fmt='(A,I0,A,F0.2)') 'y(', i, ') = ', h_y(i)
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end do
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! Clear rocSPARSE
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call ROCSPARSE_CHECK(rocsparse_destroy_mat_info(info))
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call ROCSPARSE_CHECK(rocsparse_destroy_mat_descr(descr))
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call ROCSPARSE_CHECK(rocsparse_destroy_handle(handle))
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! Clear device memory
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call HIP_CHECK(hipFree(d_bsr_row_ptr))
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call HIP_CHECK(hipFree(d_bsr_col_ind))
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call HIP_CHECK(hipFree(d_bsr_val))
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call HIP_CHECK(hipFree(d_x))
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call HIP_CHECK(hipFree(d_y))
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call HIP_CHECK(hipFree(temp_buffer))
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end program example_fortran_bsrsv
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