!> Test program for y = AX spsb_pmm routine !! Check the README.md to see all details about the tests. !! !! Author: Luca Pepé Sciarria, Staccone Simone (Tor Vergata University) module psb_spmm_test contains subroutine psb_spmm_kernel(mtx_file,x_file, y_file, alpha, beta, ctxt) use psb_base_mod use psb_util_mod implicit none ! input parameters character(len = *), intent(in) :: mtx_file, x_file, y_file real(psb_spk_), intent(in) :: alpha, beta character(len=:), allocatable :: output_file_name ! sparse matrices type(psb_sspmat_type) :: a type(psb_lsspmat_type) :: aux_a ! vectors type(psb_s_vect_type) :: x, y ! matrix descriptor data structure type(psb_desc_type) :: desc_a ! communication context type(psb_ctxt_type), intent(in) :: ctxt integer(psb_ipk_) :: my_rank, np, info, err_act ! matrix parameters integer(psb_ipk_) :: rows, cols, nnz integer(psb_ipk_) :: nr, nt ! In BLOCK ROWS distributin, the number of rows real(psb_spk_), allocatable :: x_global(:), y_global(:) integer(psb_ipk_) :: i info = psb_success_ call psb_info(ctxt,my_rank,np) if (my_rank < 0) then ! This should not happen, but just in case call psb_error(ctxt) endif call mm_mat_read(aux_a,info,filename=mtx_file) if(info /= psb_success_) then write(psb_out_unit,*) "Error while reading matric ", mtx_file goto 9999 end if ! part_block it's a macro defined in psb_blockpart_mod to identify BLOCK ROWS distribution call psb_matdist(aux_a, a, ctxt,desc_a,info,fmt="COO",parts=part_block) rows = aux_a%get_nrows() cols = aux_a%get_ncols() nnz = aux_a%get_nzeros() call psb_bcast(ctxt,rows) call psb_bcast(ctxt,cols) call psb_bcast(ctxt,nnz) ! Generate random array for b using always the same seed if(my_rank == psb_root_) then allocate(x_global(cols)) allocate(y_global(rows)) call mm_array_read(x_global,info,filename=x_file) call mm_array_read(y_global,info,filename=y_file) end if call psb_geall(x,desc_a,info) if(info /= psb_success_) then write(psb_out_unit,*) "Error allocating x data structure" goto 9999 end if ! Populate x class using data from x_global vector call psb_scatter(x_global,x,desc_a,info,root=psb_root_) if(info /= psb_success_) then write(psb_out_unit,*) "Error in psb_scatter to populate x data structure" goto 9999 end if call psb_geall(y,desc_a,info) if(info /= psb_success_) then write(psb_out_unit,*) "Error allocating y data structure" goto 9999 end if ! Populate y class using data from y_global vector call psb_scatter(y_global,y,desc_a,info,root=psb_root_) if(info /= psb_success_) then write(psb_out_unit,*) "Error in psb_scatter to populate y data structure" goto 9999 end if ! y = alpha * A * x + beta * y call psb_spmm(alpha,a,x,beta,y,desc_a,info) if(info /= psb_success_) then write(psb_out_unit,*) "Error in psb_spmm routine" goto 9999 end if ! Make the root process be the one that saves everything on file if(np == 1) then output_file_name = "serial/" else output_file_name = "parallel/" end if output_file_name = output_file_name // "sol_" // x_file(9:10) // "_" // y_file(9:10) if(alpha == sone) then output_file_name = output_file_name // "_a1" else if(alpha == -sone) then output_file_name = output_file_name // "_a2" else if(alpha == szero) then output_file_name = output_file_name // "_a3" end if if(beta == sone) then output_file_name = output_file_name // "_b1.mtx" else if(beta == -sone) then output_file_name = output_file_name // "_b2.mtx" else if(beta == szero) then output_file_name = output_file_name // "_b3.mtx" end if ! Save result to output file call mm_array_write(y,"Result vector",info,filename=output_file_name) ! Deallocate call psb_gefree(x, desc_a,info) if(info /= psb_success_) then write(psb_out_unit,*) "Error in vector x free routine" goto 9999 end if call psb_gefree(y, desc_a,info) if(info /= psb_success_) then write(psb_out_unit,*) "Error in vector y free routine" goto 9999 end if call psb_spfree(a, desc_a,info) if(info /= psb_success_) then write(psb_out_unit,*) "Error in matrix A free routine" goto 9999 end if call psb_cdfree(desc_a,info) if(info /= psb_success_) then write(psb_out_unit,*) "Error in matrix descriptor free routine" goto 9999 end if if(my_rank == 0) then deallocate(x_global) deallocate(y_global) end if return ! Error handling 9999 call psb_error(ctxt) call psb_error_handler(ctxt,err_act) stop end subroutine !> @brief Function to randomly generate x and y vectors !! and save them on multiple files based on their !! coefficients values. !! subroutine generate_vectors(rows, cols) use psb_base_mod use psb_util_mod implicit none integer(psb_ipk_), intent(in) :: rows, cols real(psb_spk_), allocatable :: x(:), y(:) integer(psb_ipk_) :: i, info allocate(x(rows)) allocate(y(cols)) call random_init(repeatable=.true.,image_distinct=.true.) call random_number(x) call random_number(y) ! Write only positive in x_1 call mm_array_write(x,"Positive vector",info,filename="vectors/x1.mtx") call mm_array_write(y,"Positive vector",info,filename="vectors/y1.mtx") ! Write only negative in x_2 do i=1,rows x(i) = -x(i) end do do i=1,cols y(i) = -y(i) end do call mm_array_write(x,"Negative vector",info,filename="vectors/x2.mtx") call mm_array_write(y,"Negative vector",info,filename="vectors/y2.mtx") ! Since numbers are less than one and always positive, we have to generate negative ones subtractiong 50 do i=1,rows x(i) = -x(i) ! Make the values positive again x(i) = x(i) - 0.5 end do do i=1,cols y(i) = -y(i) ! Make the values positive again y(i) = y(i) - 0.5 end do ! Write random in x_3 call mm_array_write(x,"Random vector",info,filename="vectors/x3.mtx") call mm_array_write(y,"Random vector",info,filename="vectors/y3.mtx") ! Write zero in x_4 do i=1,rows x(i) = 0 end do do i=1,cols y(i) = 0 end do call mm_array_write(x,"Null vector",info,filename="vectors/x4.mtx") call mm_array_write(y,"Null vector",info,filename="vectors/y4.mtx") deallocate(x) deallocate(y) end subroutine subroutine read_matrix_market_size(filename, rows, cols) implicit none character(len=*), intent(in) :: filename integer, intent(out) :: rows, cols integer :: ret, nnz character(len=256) :: line logical :: found integer :: unit ! Open the file open(newunit=unit, file=filename, status='old', action='read', iostat=ret) if (ret /= 0) then print *, 'Error opening file: ', filename stop end if found = .false. ! Skip comment lines (starting with %) do read(unit, '(A)', iostat=ret) line if (ret /= 0) exit if (line(1:1) /= '%') then read(line, *) rows, cols, nnz found = .true. exit end if end do if (.not. found) then print *, 'Error: header not found in Matrix Market file.' stop end if close(unit) end subroutine read_matrix_market_size end module psb_spmm_test