psblas3/test/pargen/ppde90.f90

! File: ppde90.f90
!
! Program: ppde90
! This sample program shows how to build and solve a sparse linear
!
! The program  solves a linear system based on the partial differential
! equation 
!
! 
!
! The equation generated is
!
!   b1 d d (u)  b2  d d (u)    a1 d (u))  a2 d (u)))   
! -   ------   -    ------  +    ----- +  ------     + a3 u = 0
!      dx dx         dy dy         dx        dy        
!
! 
! with  Dirichlet boundary conditions on the unit cube 
!
!    0<=x,y,z<=1
! 
! The equation is discretized with finite differences and uniform stepsize;
! the resulting  discrete  equation is
!
! ( u(x,y,z)(2b1+2b2+a1+a2)+u(x-1,y)(-b1-a1)+u(x,y-1)(-b2-a2)+
!  -u(x+1,y)b1-u(x,y+1)b2)*(1/h**2)
!
! Example taken from: C.T.Kelley
!    Iterative Methods for Linear and Nonlinear Equations
!    SIAM 1995
!
!
! In this sample program the index space of the discretized
! computational domain is first numbered sequentially in a standard way, 
! then the corresponding vector is distributed according to an HPF BLOCK
! distribution directive.
!
! Boundary conditions are set in a very simple way, by adding 
! equations of the form
!
!   u(x,y) = rhs(x,y)
!
program pde90
  use psb_sparse_mod
  use psb_error_mod
  use psb_prec_mod
  implicit none

  interface 
    !.....user passed subroutine.....
    subroutine part_block(glob_index,n,np,pv,nv)
      integer, intent(in)  :: glob_index, n, np
      integer, intent(out) :: nv
      integer, intent(out) :: pv(*) 
    end subroutine part_block
  end interface
  ! input parameters
  character :: cmethd*10, prec*10, afmt*5
  integer      :: idim, iret, igsmth, matop

  ! miscellaneous 
  character, parameter :: order='r'
  integer              :: iargc,convert_descr,dim, check_descr
  real(kind(1.d0)), parameter :: one = 1.d0
  real(kind(1.d0)) :: mpi_wtime, t1, t2, tprec, tsolve, t3, t4 
  external  mpi_wtime

  ! sparse matrix and preconditioner
  type(psb_dspmat_type) :: a,  l, u, h
  type(psb_dprec_type)  :: pre
  ! descriptor
  type(psb_desc_type)   :: desc_a, desc_a_out
  ! dense matrices
  real(kind(1.d0)), pointer :: b(:), x(:), d(:),ld(:)
  integer, pointer :: work(:)
  ! blacs parameters
  integer            :: nprow, npcol, icontxt, iam, np, myprow, mypcol
  
  ! solver parameters
  integer            :: iter, itmax,ierr,itrace, methd,iprec, istopc,&
       & iparm(20), ml, novr
  real(kind(1.d0))   :: err, eps, rparm(20)
   
  ! other variables
  integer            :: i,info
  integer            :: internal, m,ii
  character(len=10)  :: ptype
  character(len=20)  :: name,ch_err
 
  if(psb_get_errstatus().ne.0) goto 9999
  info=0
  name='pde90'
  call psb_set_errverbosity(2)
  call psb_set_erraction(0)

  ! initialize blacs  
  call blacs_pinfo(iam, np)
  call blacs_get(izero, izero, icontxt)

  ! rectangular grid,  p x 1

  call blacs_gridinit(icontxt, order, np, ione)
  call blacs_gridinfo(icontxt, nprow, npcol, myprow, mypcol)

  !
  !  get parameters
  !
  call get_parms(icontxt,cmethd,iprec,novr,afmt,idim,istopc,itmax,itrace,ml)
  
  !
  !  allocate and fill in the coefficient matrix, rhs and initial guess 
  !

  call blacs_barrier(icontxt,'ALL')
  t1 = mpi_wtime()
  call create_matrix(idim,a,b,x,desc_a,part_block,icontxt,afmt,info)  
  t2 = mpi_wtime() - t1
  if(info.ne.0) then
     info=4010
     ch_err='create_matrix'
     call psb_errpush(info,name,a_err=ch_err)
     goto 9999
  end if

  call dgamx2d(icontxt,'a',' ',ione, ione,t2,ione,t1,t1,-1,-1,-1)
  if (iam.eq.0) write(*,'("Overall matrix creation time : ",es10.4)')t2
  if (iam.eq.0) write(*,'(" ")')
  !
  !  prepare the preconditioner.
  !  
  matop=1
  igsmth=-1
  if(iam.eq.psb_root_) write(0,'("Setting preconditioner to : ",a)')pr_to_str(iprec)
  select case(iprec)
  case(noprec_)
     call psb_precset(pre,'noprec')
  case(diagsc_)             
     call psb_precset(pre,'diagsc')
  case(bja_)             
     call psb_precset(pre,'ilu')
  case(asm_)             
     call psb_precset(pre,'asm',iv=(/novr,halo_,sum_/))
  case(ash_)             
     call psb_precset(pre,'asm',iv=(/novr,nohalo_,sum_/))
  case(ras_)             
     call psb_precset(pre,'asm',iv=(/novr,halo_,none_/))
  case(rash_)             
     call psb_precset(pre,'asm',iv=(/novr,nohalo_,none_/))
  case(ras2lv_) 
     ptype='asm'
     call psb_precset(pre,ptype,iv=(/novr,halo_,none_/))
     ptype='ml'
     call psb_precset(pre,ptype,&
          &iv=(/add_ml_prec_,loc_aggr_,no_smth_,mat_repl_,&
          &    pre_smooth_,igsmth/),rs=0.d0)
  case(ras2lvm_) 
     ptype='asm'
     call psb_precset(pre,ptype,iv=(/novr,halo_,none_/))
     ptype='ml'
     call psb_precset(pre,ptype,&
          & iv=(/mult_ml_prec_,glb_aggr_,pre_smooth_,igsmth,matop/),rs=0.d0)
  end select
  
  call blacs_barrier(icontxt,'ALL')
  t1 = mpi_wtime()
  call psb_precbld(a,pre,desc_a,info)
  if(info.ne.0) then
     info=4010
     ch_err='psb_precbld'
     call psb_errpush(info,name,a_err=ch_err)
     goto 9999
  end if

  tprec = mpi_wtime()-t1
  
  call dgamx2d(icontxt,'a',' ',ione, ione,tprec,ione,t1,t1,-1,-1,-1)
  
  if (iam.eq.0) write(*,'("Preconditioner time : ",es10.4)')tprec
  if (iam.eq.0) write(*,'(" ")')

  !
  ! iterative method parameters 
  !
  if(iam.eq.psb_root_) write(*,'("Calling iterative method ",a)')cmethd
  call blacs_barrier(icontxt,'ALL')
  t1 = mpi_wtime()  
  eps   = 1.d-9
  if (cmethd.eq.'BICGSTAB') then 
    call  psb_bicgstab(a,pre,b,x,eps,desc_a,info,& 
         & itmax,iter,err,itrace)     
  else  if (cmethd.eq.'CGS') then 
    call  psb_cgs(a,pre,b,x,eps,desc_a,info,& 
         & itmax,iter,err,itrace)     
  else  if (cmethd.eq.'CG') then 
    call  psb_cg(a,pre,b,x,eps,desc_a,info,& 
         & itmax,iter,err,itrace)     
  else if (cmethd.eq.'BICGSTABL') then 
    call  psb_bicgstabl(a,pre,b,x,eps,desc_a,info,& 
         & itmax,iter,err,itrace,ml)     
  else
    write(0,*) 'unknown method ',cmethd
  end if

  if(info.ne.0) then
     info=4010
     ch_err='solver routine'
     call psb_errpush(info,name,a_err=ch_err)
     goto 9999
  end if
  
  call blacs_barrier(icontxt,'ALL')
  t2 = mpi_wtime() - t1
  call dgamx2d(icontxt,'a',' ',ione, ione,t2,ione,t1,t1,-1,-1,-1)

  if (iam.eq.0) then
     write(*,'(" ")')
     write(*,'("Time to solve matrix : ",es10.4)')t2
     write(*,'("Time per iteration   : ",es10.4)')t2/iter
     write(*,'("Number of iterations : ",i0)')iter
     write(*,'("Error on exit        : ",es10.4)')err
     write(*,'("Info  on exit        : ",i0)')info
  end if

  !  
  !  cleanup storage and exit
  !
  call psb_free(b,desc_a,info)
  call psb_free(x,desc_a,info)
  call psb_spfree(a,desc_a,info)
  call psb_dscfree(desc_a,info)
  if(info.ne.0) then
     info=4010
     ch_err='free routine'
     call psb_errpush(info,name,a_err=ch_err)
     goto 9999
  end if
  
9999 continue
  if(info /= 0) then
     call psb_error(icontxt)
     call blacs_gridexit(icontxt)
     call blacs_exit(0)
  else
     call blacs_gridexit(icontxt)
     call blacs_exit(0)
  end if

  stop

contains
  !
  ! get iteration parameters from the command line
  !
  subroutine  get_parms(icontxt,cmethd,iprec,novr,afmt,idim,istopc,itmax,itrace,ml)
    integer      :: icontxt
    character    :: cmethd*10, afmt*5
    integer      :: idim, iret, istopc,itmax,itrace,ml, iprec, novr
    character*40 :: charbuf
    integer      :: iargc, nprow, npcol, myprow, mypcol
    external     iargc
    integer      :: intbuf(10), ip
    
    call blacs_gridinfo(icontxt, nprow, npcol, myprow, mypcol)

    if (myprow==0) then
       read(*,*) ip
       if (ip.ge.3) then
          read(*,*) cmethd
          read(*,*) iprec
          read(*,*) novr
          read(*,*) afmt
         
        ! convert strings in array
          do i = 1, len(cmethd)
             intbuf(i) = iachar(cmethd(i:i))
          end do
        ! broadcast parameters to all processors
          call igebs2d(icontxt,'ALL',' ',10,1,intbuf,10)
        
        ! broadcast parameters to all processors
          call igebs2d(icontxt,'ALL',' ',1,1,iprec,10)

        ! broadcast parameters to all processors
          call igebs2d(icontxt,'ALL',' ',1,1,novr,10)
        
          do i = 1, len(afmt)
             intbuf(i) = iachar(afmt(i:i))
          end do
        ! broadcast parameters to all processors
          call igebs2d(icontxt,'ALL',' ',10,1,intbuf,10)
        
          read(*,*) idim
          if (ip.ge.4) then
             read(*,*) istopc
          else
             istopc=1        
          endif
          if (ip.ge.5) then
             read(*,*) itmax
          else
             itmax=500
          endif
          if (ip.ge.6) then
             read(*,*) itrace
          else
             itrace=-1
          endif
          if (ip.ge.7) then
             read(*,*) ml
          else
             ml=1
          endif
        ! broadcast parameters to all processors    
          
          intbuf(1) = idim
          intbuf(2) = istopc
          intbuf(3) = itmax
          intbuf(4) = itrace
          intbuf(5) = ml
          call igebs2d(icontxt,'ALL',' ',5,1,intbuf,5)

          write(*,'("Solving matrix       : ell1")')      
          write(*,'("Grid dimensions      : ",i4,"x",i4,"x",i4)')idim,idim,idim
          write(*,'("Number of processors : ",i0)')nprow
          write(*,'("Data distribution    : BLOCK")')
          write(*,'("Preconditioner       : ",a)')pr_to_str(iprec)
          if(iprec.gt.2) write(*,'("Overlapping levels   : ",i0)')novr
          write(*,'("Iterative method     : ",a)')cmethd
          write(*,'(" ")')
       else
        ! wrong number of parameter, print an error message and exit
          call pr_usage(0)      
          call blacs_abort(icontxt,-1)
          stop 1
       endif
    else
   ! receive parameters
       call igebr2d(icontxt,'ALL',' ',10,1,intbuf,10,0,0)
       do i = 1, 10
          cmethd(i:i) = achar(intbuf(i))
       end do

       call igebr2d(icontxt,'ALL',' ',1,1,iprec,10,0,0)

       call igebr2d(icontxt,'ALL',' ',1,1,novr,10,0,0)

       call igebr2d(icontxt,'ALL',' ',10,1,intbuf,10,0,0)
       do i = 1, 5
          afmt(i:i) = achar(intbuf(i))
       end do
       call igebr2d(icontxt,'ALL',' ',5,1,intbuf,5,0,0)
       idim    = intbuf(1)
       istopc  = intbuf(2)
       itmax   = intbuf(3)
       itrace  = intbuf(4)
       ml      = intbuf(5)
    end if
    return
    
  end subroutine get_parms
  !
  !  print an error message 
  !  
  subroutine pr_usage(iout)
    integer :: iout
    write(iout,*)'incorrect parameter(s) found'
    write(iout,*)' usage:  pde90 methd prec dim &
         &[istop itmax itrace]'  
    write(iout,*)' where:'
    write(iout,*)'     methd:    cgstab tfqmr cgs' 
    write(iout,*)'     prec :    ilu diagsc none'
    write(iout,*)'     dim       number of points along each axis'
    write(iout,*)'               the size of the resulting linear '
    write(iout,*)'               system is dim**3'
    write(iout,*)'     istop     stopping criterion  1, 2 or 3 [1]  '
    write(iout,*)'     itmax     maximum number of iterations [500] '
    write(iout,*)'     itrace    0  (no tracing, default) or '  
    write(iout,*)'               >= 0 do tracing every itrace'
    write(iout,*)'               iterations ' 
  end subroutine pr_usage

!
!  subroutine to allocate and fill in the coefficient matrix and
!  the rhs. 
!
  subroutine create_matrix(idim,a,b,t,desc_a,parts,icontxt,afmt,info)
    !
    !   discretize the partial diferential equation
    ! 
    !   b1 dd(u)  b2 dd(u)    b3 dd(u)    a1 d(u)   a2 d(u)  a3 d(u)  
    ! -   ------ -  ------ -  ------ -  -----  -  ------  -  ------ + a4 u 
    !      dxdx     dydy       dzdz        dx       dy         dz   
    !
    !  = 0 
    ! 
    ! boundary condition: dirichlet
    !    0< x,y,z<1
    !  
    !  u(x,y,z)(2b1+2b2+2b3+a1+a2+a3)+u(x-1,y,z)(-b1-a1)+u(x,y-1,z)(-b2-a2)+
    !  + u(x,y,z-1)(-b3-a3)-u(x+1,y,z)b1-u(x,y+1,z)b2-u(x,y,z+1)b3

    use psb_spmat_type
    use psb_descriptor_type
    use psb_tools_mod
    use psb_methd_mod
    implicit none
    integer                  :: idim
    integer, parameter       :: nbmax=10
    real(kind(1.d0)),pointer :: b(:),t(:)
    type(psb_desc_type)      :: desc_a
    integer                  :: icontxt, info
    character                :: afmt*5
    interface 
      !   .....user passed subroutine.....
      subroutine parts(global_indx,n,np,pv,nv)
        implicit none
        integer, intent(in)  :: global_indx, n, np
        integer, intent(out) :: nv
        integer, intent(out) :: pv(*) 
      end subroutine parts
    end interface   ! local variables
    type(psb_dspmat_type)    :: a
    real(kind(1.d0))         :: zt(nbmax),glob_x,glob_y,glob_z
    integer                  :: m,n,nnz,glob_row,j
    type(psb_dspmat_type)    :: row_mat
    integer                  :: x,y,z,counter,ia,i,indx_owner
    integer                  :: nprow,npcol,myprow,mypcol
    integer                  :: element
    integer                  :: nv, inv
    integer, allocatable     :: prv(:)
    integer, pointer         :: ierrv(:)
    real(kind(1.d0)), pointer ::  dwork(:)
    integer,pointer        ::  iwork(:)
    ! deltah dimension of each grid cell
    ! deltat discretization time
    real(kind(1.d0))         :: deltah
    real(kind(1.d0)),parameter   :: rhs=0.d0,one=1.d0,zero=0.d0
    real(kind(1.d0))   :: mpi_wtime, t1, t2, t3, tins, tasb
    real(kind(1.d0))   :: a1, a2, a3, a4, b1, b2, b3 
    external            mpi_wtime,a1, a2, a3, a4, b1, b2, b3
    integer            :: nb, ir1, ir2, ipr, err_act
    logical            :: own
    ! common area

    character(len=20)  :: name, ch_err

    info = 0
    name = 'create_matrix'
    call psb_erractionsave(err_act)

    call blacs_gridinfo(icontxt, nprow, npcol, myprow, mypcol)

    deltah = 1.d0/(idim-1)

    ! initialize array descriptor and sparse matrix storage. provide an
    ! estimate of the number of non zeroes 

    m   = idim*idim*idim
    n   = m
    nnz = ((n*9)/(nprow*npcol))
    if(myprow.eq.psb_root_) write(0,'("Generating Matrix (size=",i0x,")...")')n

    call psb_dscall(n,n,parts,icontxt,desc_a,info)
    call psb_spalloc(a,desc_a,info,nnz=nnz)
    ! define  rhs from boundary conditions; also build initial guess 
    call psb_alloc(n,b,desc_a,info)
    call psb_alloc(n,t,desc_a,info)
    if(info.ne.0) then
       info=4010
       ch_err='allocation rout.'
       call psb_errpush(info,name,a_err=ch_err)
       goto 9999
    end if

    ! we build an auxiliary matrix consisting of one row at a
    ! time; just a small matrix. might be extended to generate 
    ! a bunch of rows per call. 
    ! 
    row_mat%descra(1:1) = 'G'
    row_mat%fida        = 'CSR'
!    write(*,*) 'allocating row_mat',20*nbmax
    allocate(row_mat%aspk(20*nbmax),row_mat%ia1(20*nbmax),&
         &row_mat%ia2(20*nbmax),prv(nprow),stat=info)
    if (info.ne.0 ) then 
       info=4000
       call psb_errpush(info,name)
       goto 9999
    endif

    tins = 0.d0
    call blacs_barrier(icontxt,'ALL')
    t1 = mpi_wtime()

    ! loop over rows belonging to current process in a block
    ! distribution.

!    row_mat%ia2(1)=1    
    do glob_row = 1, n
      call parts(glob_row,n,nprow,prv,nv)
      do inv = 1, nv
        indx_owner = prv(inv)
        if (indx_owner == myprow) then
          ! local matrix pointer 
          element=1
          ! compute gridpoint coordinates
          if (mod(glob_row,(idim*idim)).eq.0) then
            x = glob_row/(idim*idim)
          else
            x = glob_row/(idim*idim)+1
          endif
          if (mod((glob_row-(x-1)*idim*idim),idim).eq.0) then
            y = (glob_row-(x-1)*idim*idim)/idim
          else
            y = (glob_row-(x-1)*idim*idim)/idim+1
          endif
          z = glob_row-(x-1)*idim*idim-(y-1)*idim
          ! glob_x, glob_y, glob_x coordinates
          glob_x=x*deltah
          glob_y=y*deltah
          glob_z=z*deltah

          ! check on boundary points 
          zt(1) = 0.d0
          ! internal point: build discretization
          !   
          !  term depending on   (x-1,y,z)
          !
          if (x==1) then 
             row_mat%aspk(element)=-b1(glob_x,glob_y,glob_z)&
                  & -a1(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             zt(1) = exp(-glob_y**2-glob_z**2)*(-row_mat%aspk(element))
          else
             row_mat%aspk(element)=-b1(glob_x,glob_y,glob_z)&
                  & -a1(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             row_mat%ia2(element)=(x-2)*idim*idim+(y-1)*idim+(z)
             element=element+1
          endif
          !  term depending on     (x,y-1,z)
          if (y==1) then 
             row_mat%aspk(element)=-b2(glob_x,glob_y,glob_z)&
                  & -a2(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             zt(1) = exp(-glob_y**2-glob_z**2)*exp(-glob_x)*(-row_mat%aspk(element))  
          else
             row_mat%aspk(element)=-b2(glob_x,glob_y,glob_z)&
                  & -a2(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             row_mat%ia2(element)=(x-1)*idim*idim+(y-2)*idim+(z)
             element=element+1
          endif
          !  term depending on     (x,y,z-1)
          if (z==1) then 
             row_mat%aspk(element)=-b3(glob_x,glob_y,glob_z)&
                  & -a3(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             zt(1) = exp(-glob_y**2-glob_z**2)*exp(-glob_x)*(-row_mat%aspk(element))  
          else
             row_mat%aspk(element)=-b3(glob_x,glob_y,glob_z)&
                  & -a3(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             row_mat%ia2(element)=(x-1)*idim*idim+(y-1)*idim+(z-1)
             element=element+1
          endif
          !  term depending on     (x,y,z)
          row_mat%aspk(element)=2*b1(glob_x,glob_y,glob_z)&
               & +2*b2(glob_x,glob_y,glob_z)&
               & +2*b3(glob_x,glob_y,glob_z)&
               & +a1(glob_x,glob_y,glob_z)&
               & +a2(glob_x,glob_y,glob_z)&
               & +a3(glob_x,glob_y,glob_z)
          row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
               & deltah)
          row_mat%ia2(element)=(x-1)*idim*idim+(y-1)*idim+(z)
          element=element+1                  
          !  term depending on     (x,y,z+1)
          if (z==idim) then 
             row_mat%aspk(element)=-b1(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             zt(1) = exp(-glob_y**2-glob_z**2)*exp(-glob_x)*(-row_mat%aspk(element))  
          else
             row_mat%aspk(element)=-b1(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             row_mat%ia2(element)=(x-1)*idim*idim+(y-1)*idim+(z+1)
             element=element+1
          endif
          !  term depending on     (x,y+1,z)
          if (y==idim) then 
             row_mat%aspk(element)=-b2(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             zt(1) = exp(-glob_y**2-glob_z**2)*exp(-glob_x)*(-row_mat%aspk(element))  
          else
             row_mat%aspk(element)=-b2(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             row_mat%ia2(element)=(x-1)*idim*idim+(y)*idim+(z)
             element=element+1
          endif
          !  term depending on     (x+1,y,z)
          if (x<idim) then 
             row_mat%aspk(element)=-b3(glob_x,glob_y,glob_z)
             row_mat%aspk(element) = row_mat%aspk(element)/(deltah*&
                  & deltah)
             row_mat%ia2(element)=(x)*idim*idim+(y-1)*idim+(z)
             element=element+1
          endif
          row_mat%m=1
          row_mat%k=n
          row_mat%ia1(1:element-1)=glob_row
          ia=glob_row

          t3 = mpi_wtime()
          call psb_spins(element-1,row_mat%ia1,row_mat%ia2,row_mat%aspk,a,desc_a,info)
          if(info.ne.0) exit
          tins = tins + (mpi_wtime()-t3)
          ! build rhs  
!!$          if (x==1) then     
!!$            glob_y=(y-idim/2)*deltah
!!$            glob_z=(z-idim/2)*deltah        
!!$            zt(1) = exp(-glob_y**2-glob_z**2)
!!$          else if ((y==1).or.(y==idim).or.(z==1).or.(z==idim)) then 
!!$            glob_x=3*(x-1)*deltah
!!$            glob_y=(y-idim/2)*deltah
!!$            glob_z=(z-idim/2)*deltah        
!!$            zt(1) = exp(-glob_y**2-glob_z**2)*exp(-glob_x)
!!$          else
!!$            zt(1) = 0.d0
!!$          endif
          call psb_ins(1,b,ia,zt(1:1),desc_a,info)
          if(info.ne.0) exit
          zt(1)=0.d0
          call psb_ins(1,t,ia,zt(1:1),desc_a,info)
          if(info.ne.0) exit
        end if
      end do
    end do

    call blacs_barrier(icontxt,'ALL')    
    t2 = mpi_wtime()-t1

    if(info.ne.0) then
       info=4010
       ch_err='insert rout.'
       call psb_errpush(info,name,a_err=ch_err)
       goto 9999
    end if

    deallocate(row_mat%aspk,row_mat%ia1,row_mat%ia2)

    t1 = mpi_wtime()
    call psb_dscasb(desc_a,info)
    call psb_spasb(a,desc_a,info,dup=1,afmt=afmt)
    call blacs_barrier(icontxt,'ALL')
    tasb = mpi_wtime()-t1
    if(info.ne.0) then
       info=4010
       ch_err='asb rout.'
       call psb_errpush(info,name,a_err=ch_err)
       goto 9999
    end if

    call dgamx2d(icontxt,'a',' ',ione, ione,t2,ione,t1,t1,-1,-1,-1)
    call dgamx2d(icontxt,'a',' ',ione, ione,tins,ione,t1,t1,-1,-1,-1)
    call dgamx2d(icontxt,'a',' ',ione, ione,tasb,ione,t1,t1,-1,-1,-1)

    if(myprow.eq.psb_root_) then
       write(*,'("The matrix has been generated and assembeld in ",a3," format.")')a%fida(1:3)
       write(*,'("-pspins time   : ",es10.4)')tins
       write(*,'("-insert time   : ",es10.4)')t2
       write(*,'("-assembly time : ",es10.4)')tasb
    end if

    call psb_asb(b,desc_a,info)
    call psb_asb(t,desc_a,info)
    if(info.ne.0) then
       info=4010
       ch_err='asb rout.'
       call psb_errpush(info,name,a_err=ch_err)
       goto 9999
    end if

    call psb_erractionrestore(err_act)
    return
    
9999 continue
    call psb_erractionrestore(err_act)
    if (err_act.eq.act_abort) then
       call psb_error(icontxt)
       return
    end if
    return
  end subroutine create_matrix
end program pde90
!
! functions parametrizing the differential equation 
!  
function a1(x,y,z)
  real(kind(1.d0)) :: a1
  real(kind(1.d0)) :: x,y,z
  a1=1.d0
end function a1
function a2(x,y,z)
  real(kind(1.d0)) ::  a2
  real(kind(1.d0)) :: x,y,z
  a2=2.d1*y
end function a2
function a3(x,y,z)
  real(kind(1.d0)) ::  a3
  real(kind(1.d0)) :: x,y,z      
  a3=1.d0
end function a3
function a4(x,y,z)
  real(kind(1.d0)) ::  a4
  real(kind(1.d0)) :: x,y,z      
  a4=1.d0
end function a4
function b1(x,y,z)
  real(kind(1.d0)) ::  b1   
  real(kind(1.d0)) :: x,y,z
  b1=1.d0
end function b1
function b2(x,y,z)
  real(kind(1.d0)) ::  b2
  real(kind(1.d0)) :: x,y,z
  b2=1.d0
end function b2
function b3(x,y,z)
  real(kind(1.d0)) ::  b3
  real(kind(1.d0)) :: x,y,z
  b3=1.d0
end function b3