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psblas3/base/newserial/psbn_coo_mat.f03

1120 lines
26 KiB
Fortran

module psbn_d_coo_sparse_mat_mod
use psbn_d_base_mat_mod
type, extends(psbn_d_base_sparse_mat) :: psbn_d_coo_sparse_mat
integer :: nnz, state
logical :: sorted
integer, allocatable :: ia(:), ja(:)
real(kind(1.d0)), allocatable :: val(:)
contains
procedure, pass(a) :: d_coo_get_nzeros
procedure, pass(a) :: d_base_csmm => d_coo_csmm
procedure, pass(a) :: d_base_csmv => d_coo_csmv
generic, public :: base_get_nzeros => d_coo_get_nzeros
procedure, pass(a) :: d_base_cssm => d_coo_cssm
procedure, pass(a) :: d_base_cssv => d_coo_cssv
procedure, pass(a) :: d_base_csins => d_coo_csins
procedure, pass(a) :: base_reallocate_nz => d_coo_reallocate_nz
end type psbn_d_coo_sparse_mat
contains
subroutine d_coo_reallocate_nz(nz,a)
use psb_const_mod
use psb_error_mod
use psb_realloc_mod
integer, intent(in) :: nz
class(psbn_d_coo_sparse_mat), intent(inout) :: a
Integer :: err_act
character(len=20) :: name='d_coo_reallocate_nz'
logical, parameter :: debug=.false.
call psb_erractionsave(err_act)
call psb_realloc(nx,a%ia,a%ja,a%val,info)
if (info /= 0) then
call psb_errpush(4000,name)
goto 9999
end if
call psb_erractionrestore(err_act)
return
9999 continue
call psb_erractionrestore(err_act)
if (err_act == psb_act_abort_) then
call psb_error()
return
end if
return
end subroutine d_coo_reallocate_nz
function d_coo_get_nzeros(a) result(res)
class(psbn_d_coo_sparse_mat), intent(in) :: a
integer :: res
res = a%nnz
end function d_coo_get_nzeros
subroutine d_coo_csins(nz,val,ia,ja,a,info)
use psb_const_mod
use psb_error_mod
use psb_realloc_mod
class(psbn_d_coo_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: val(:)
integer, intent(in) :: nz, ia(:), ja(:)
integer, intent(out) :: info
Integer :: err_act
character(len=20) :: name='d_coo_csins'
logical, parameter :: debug=.false.
integer :: nza, i,j,k, nzl, isza, int_err(5)
call psb_erractionsave(err_act)
info = 0
if (nz <= 0) then
info = 10
int_err(1)=1
call psb_errpush(info,name,i_err=int_err)
goto 9999
end if
if (size(ia) < nz) then
info = 35
int_err(1)=2
call psb_errpush(info,name,i_err=int_err)
goto 9999
end if
if (size(ja) < nz) then
info = 35
int_err(1)=3
call psb_errpush(info,name,i_err=int_err)
goto 9999
end if
if (size(val) < nz) then
info = 35
int_err(1)=4
call psb_errpush(info,name,i_err=int_err)
goto 9999
end if
if (nz == 0) return
if (a%is_bld()) then
! Build phase. Must handle reallocations in a sensible way.
nza = a%get_nzeros()
isza = a%get_size()
if (isza < (nza+nz)) then
endif
else if (a%is_upd()) then
else
! State is wrong.
info = 1121
call psb_errpush(info,name)
goto 9999
end if
call psb_erractionrestore(err_act)
return
9999 continue
call psb_erractionrestore(err_act)
if (err_act == psb_act_abort_) then
call psb_error()
return
end if
return
contains
subroutine psb_inner_upd(nz,ia,ja,val,nza,aspk,maxsz,&
& imin,imax,jmin,jmax,nzl,info,gtl,ng)
implicit none
integer, intent(in) :: nz, imin,imax,jmin,jmax,nzl,maxsz
integer, intent(in) :: ia(:),ja(:)
integer, intent(inout) :: nza
real(psb_dpk_), intent(in) :: val(:)
real(psb_dpk_), intent(inout) :: aspk(:)
integer, intent(out) :: info
integer, intent(in), optional :: ng,gtl(:)
integer :: i,ir,ic
character(len=20) :: name, ch_err
name='psb_inner_upd'
if (present(gtl)) then
if (.not.present(ng)) then
info = -1
return
endif
if ((nza > nzl)) then
do i=1, nz
nza = nza + 1
if (nza>maxsz) then
call psb_errpush(50,name,i_err=(/7,maxsz,5,0,nza /))
info = -71
return
endif
aspk(nza) = val(i)
end do
else
do i=1, nz
ir = ia(i)
ic = ja(i)
if ((ir >=1).and.(ir<=ng).and.(ic>=1).and.(ic<=ng)) then
ir = gtl(ir)
ic = gtl(ic)
if ((ir >=imin).and.(ir<=imax).and.(ic>=jmin).and.(ic<=jmax)) then
nza = nza + 1
if (nza>maxsz) then
info = -72
return
endif
aspk(nza) = val(i)
end if
end if
end do
end if
else
if ((nza >= nzl)) then
do i=1, nz
nza = nza + 1
if (nza>maxsz) then
info = -73
return
endif
aspk(nza) = val(i)
end do
else
do i=1, nz
ir = ia(i)
ic = ja(i)
if ((ir >=imin).and.(ir<=imax).and.(ic>=jmin).and.(ic<=jmax)) then
nza = nza + 1
if (nza>maxsz) then
info = -74
return
endif
aspk(nza) = val(i)
end if
end do
end if
end if
end subroutine psb_inner_upd
subroutine psb_inner_ins(nz,ia,ja,val,nza,ia1,ia2,aspk,maxsz,&
& imin,imax,jmin,jmax,info,gtl,ng)
implicit none
integer, intent(in) :: nz, imin,imax,jmin,jmax,maxsz
integer, intent(in) :: ia(:),ja(:)
integer, intent(inout) :: nza,ia1(:),ia2(:)
real(psb_dpk_), intent(in) :: val(:)
real(psb_dpk_), intent(inout) :: aspk(:)
integer, intent(out) :: info
integer, intent(in), optional :: ng,gtl(:)
integer :: i,ir,ic
info = 0
if (present(gtl)) then
if (.not.present(ng)) then
info = -1
return
endif
do i=1, nz
ir = ia(i)
ic = ja(i)
if ((ir >=1).and.(ir<=ng).and.(ic>=1).and.(ic<=ng)) then
ir = gtl(ir)
ic = gtl(ic)
if ((ir >=imin).and.(ir<=imax).and.(ic>=jmin).and.(ic<=jmax)) then
nza = nza + 1
if (nza > maxsz) then
info = -91
return
endif
ia1(nza) = ir
ia2(nza) = ic
aspk(nza) = val(i)
end if
end if
end do
else
do i=1, nz
ir = ia(i)
ic = ja(i)
if ((ir >=imin).and.(ir<=imax).and.(ic>=jmin).and.(ic<=jmax)) then
nza = nza + 1
if (nza > maxsz) then
info = -92
return
endif
ia1(nza) = ir
ia2(nza) = ic
aspk(nza) = val(i)
end if
end do
end if
end subroutine psb_inner_ins
end subroutine d_coo_csins
subroutine d_coo_csmv(alpha,a,x,beta,y,info,trans)
use psb_const_mod
use psb_error_mod
class(psbn_d_coo_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta, x(:)
real(psb_dpk_), intent(inout) :: y(:)
integer, intent(out) :: info
character, optional, intent(in) :: trans
character :: trans_
integer :: i,j,k,m,n, nnz, ir, jc
real(psb_dpk_) :: acc
logical :: tra
Integer :: err_act
character(len=20) :: name='d_co_csmv'
logical, parameter :: debug=.false.
call psb_erractionsave(err_act)
if (present(trans)) then
trans_ = trans
else
trans_ = 'N'
end if
tra = ((trans_=='T').or.(trans_=='t'))
if (.not.a%is_asb()) then
info = 1121
call psb_errpush(info,name)
goto 9999
endif
if (tra) then
m = a%get_ncols()
n = a%get_nrows()
else
n = a%get_ncols()
m = a%get_nrows()
end if
nnz = a%get_nzeros()
if (alpha == dzero) then
if (beta == dzero) then
do i = 1, m
y(i) = dzero
enddo
else
do i = 1, m
y(i) = beta*y(i)
end do
endif
return
else
if (.not.a%is_unit()) then
if (beta == dzero) then
do i = 1, m
y(i) = dzero
enddo
else
do i = 1, m
y(i) = beta*y(i)
end do
endif
else if (a%is_unit()) then
if (beta == dzero) then
do i = 1, min(m,n)
y(i) = alpha*x(i)
enddo
do i = min(m,n)+1, m
y(i) = dzero
enddo
else
do i = 1, min(m,n)
y(i) = beta*y(i) + alpha*x(i)
end do
do i = min(m,n)+1, m
y(i) = beta*y(i)
enddo
endif
endif
end if
if (.not.tra) then
i = 1
j = i
if (nnz > 0) then
ir = a%ia(1)
acc = zero
do
if (i>nnz) then
y(ir) = y(ir) + alpha * acc
exit
endif
if (ia(i) /= ir) then
y(ir) = y(ir) + alpha * acc
ir = ia(i)
acc = zero
endif
acc = acc + a%val(i) * x(a%ja(i))
i = i + 1
enddo
end if
else if (tra) then
if (alpha.eq.done) then
i = 1
do i=1,nnz
ir = a%ja(i)
jc = a%ia(i)
y(ir) = y(ir) + a%val(i)*x(jc)
enddo
else if (alpha.eq.-done) then
do i=1,nnz
ir = a%ja(i)
jc = a%ia(i)
y(ir) = y(ir) - a%val(i)*x(jc)
enddo
else
do i=1,nnz
ir = ja(i)
jc = ia(i)
y(ir) = y(ir) + alpha*a%val(i)*x(jc)
enddo
end if !.....end testing on alpha
endif
call psb_erractionrestore(err_act)
return
9999 continue
call psb_erractionrestore(err_act)
if (err_act == psb_act_abort_) then
call psb_error()
return
end if
return
end subroutine d_coo_csmv
subroutine d_coo_csmm(alpha,a,x,beta,y,info,trans)
use psb_const_mod
use psb_error_mod
class(psbn_d_coo_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta, x(:,:)
real(psb_dpk_), intent(inout) :: y(:,:)
integer, intent(out) :: info
character, optional, intent(in) :: trans
character :: trans_
integer :: i,j,k,m,n, nnz, ir, jc, nc
real(psb_dpk_), allocatable :: acc(:)
logical :: tra
Integer :: err_act
character(len=20) :: name='d_coo_csmm'
logical, parameter :: debug=.false.
call psb_erractionsave(err_act)
if (present(trans)) then
trans_ = trans
else
trans_ = 'N'
end if
if (.not.a%is_asb()) then
info = 1121
call psb_errpush(info,name)
goto 9999
endif
tra = ((trans_=='T').or.(trans_=='t'))
if (tra) then
m = a%get_ncols()
n = a%get_nrows()
else
n = a%get_ncols()
m = a%get_nrows()
end if
nnz = a%get_nzeros()
nc = min(size(x,2), size(y,2))
allocate(acc(nc),stat=info)
if(info /= 0) then
info=4010
call psb_errpush(info,name,a_err='allocate')
goto 9999
end if
if (alpha == dzero) then
if (beta == dzero) then
do i = 1, m
y(i,:) = dzero
enddo
else
do i = 1, m
y(i,:) = beta*y(i,:)
end do
endif
return
else
if (.not.a%is_unit()) then
if (beta == dzero) then
do i = 1, m
y(i,:) = dzero
enddo
else
do i = 1, m
y(i,:) = beta*y(i,:)
end do
endif
else if (a%is_unit()) then
if (beta == dzero) then
do i = 1, min(m,n)
y(i,:) = alpha*x(i,:)
enddo
do i = min(m,n)+1, m
y(i,:) = dzero
enddo
else
do i = 1, min(m,n)
y(i,:) = beta*y(i,:) + alpha*x(i,:)
end do
do i = min(m,n)+1, m
y(i,:) = beta*y(i,:)
enddo
endif
endif
end if
if (.not.tra) then
i = 1
j = i
if (nnz > 0) then
ir = a%ia(1)
acc = zero
do
if (i>nnz) then
y(ir,:) = y(ir,:) + alpha * acc
exit
endif
if (ia(i) /= ir) then
y(ir,:) = y(ir,:) + alpha * acc
ir = ia(i)
acc = zero
endif
acc = acc + a%val(i) * x(a%ja(i),:)
i = i + 1
enddo
end if
else if (tra) then
if (alpha.eq.done) then
i = 1
do i=1,nnz
ir = a%ja(i)
jc = a%ia(i)
y(ir,:) = y(ir,:) + a%val(i)*x(jc,:)
enddo
else if (alpha.eq.-done) then
do i=1,nnz
ir = a%ja(i)
jc = a%ia(i)
y(ir,:) = y(ir,:) - a%val(i)*x(jc,:)
enddo
else
do i=1,nnz
ir = ja(i)
jc = ia(i)
y(ir,:) = y(ir,:) + alpha*a%val(i)*x(jc,:)
enddo
end if !.....end testing on alpha
endif
call psb_erractionrestore(err_act)
return
9999 continue
call psb_erractionrestore(err_act)
if (err_act == psb_act_abort_) then
call psb_error()
return
end if
return
end subroutine d_coo_csmm
subroutine d_coo_cssv(alpha,a,x,beta,y,info,trans)
use psb_const_mod
use psb_error_mod
class(psbn_d_coo_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta, x(:)
real(psb_dpk_), intent(inout) :: y(:)
integer, intent(out) :: info
character, optional, intent(in) :: trans
character :: trans_
integer :: i,j,k,m,n, nnz, ir, jc
real(psb_dpk_) :: acc
real(psb_dpk_), allocatable :: tmp(:)
logical :: tra
Integer :: err_act
character(len=20) :: name='d_coo_cssv'
logical, parameter :: debug=.false.
call psb_erractionsave(err_act)
if (present(trans)) then
trans_ = trans
else
trans_ = 'N'
end if
if (.not.a%is_asb()) then
info = 1121
call psb_errpush(info,name)
goto 9999
endif
tra = ((trans_=='T').or.(trans_=='t'))
m = a%get_nrows()
if (.not. (a%is_triangle())) then
info = 1121
call psb_errpush(info,name)
goto 9999
end if
if (alpha == dzero) then
if (beta == dzero) then
do i = 1, m
y(i) = dzero
enddo
else
do i = 1, m
y(i) = beta*y(i)
end do
endif
return
end if
if (beta == dzero) then
call inner_coosv(tra,a,x,y,info)
if (info /= 0) then
call psb_errpush(info,name)
goto 9999
end if
do i = 1, m
y(i) = alpha*y(i)
end do
else
allocate(tmp(m), stat=info)
if (info /= 0) then
info=4010
call psb_errpush(info,name,a_err='allocate')
goto 9999
end if
tmp(1:m) = x(1:m)
call inner_coosv(tra,a,tmp,y,info)
if (info /= 0) then
call psb_errpush(info,name)
goto 9999
end if
do i = 1, m
y(i) = alpha*tmp(i) + beta*y(i)
end do
end if
call psb_erractionrestore(err_act)
return
9999 continue
call psb_erractionrestore(err_act)
if (err_act == psb_act_abort_) then
call psb_error()
return
end if
return
contains
subroutine inner_coosv(tra,a,x,y,info)
use psb_const_mod
logical, intent(in) :: tra
class(psbn_d_coo_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: x(:)
real(psb_dpk_), intent(out) :: y(:)
integer :: i,j,k,m, ir, jc, nnz
real(psb_dpk_) :: acc
if (.not.a%is_sorted()) then
info = 1121
return
end if
nnz = a%get_nzeros()
if (.not.tra) then
if (a%is_lower()) then
if (a%is_unit()) then
j = 1
do i=1, a%get_nrows()
acc = dzero
do
if (j > nnz) exit
if (ia(j) > i) exit
acc = acc + a%val(j)*x(a%ja(j))
j = j + 1
end do
y(i) = x(i) - acc
end do
else if (.not.a%is_unit()) then
j = 1
do i=1, a%get_nrows()
acc = dzero
do
if (j > nnz) exit
if (ia(j) > i) exit
if (ja(j) == i) then
y(i) = (x(i) - acc)/a%val(j)
j = j + 1
exit
end if
acc = acc + a%val(j)*x(a%ja(j))
j = j + 1
end do
end do
end if
else if (a%is_upper()) then
if (a%is_unit()) then
j = nnz
do i=a%get_nrows(), 1, -1
acc = dzero
do
if (j < 1) exit
if (ia(j) < i) exit
acc = acc + a%val(j)*x(a%ja(j))
j = j - 1
end do
y(i) = x(i) - acc
end do
else if (.not.a%is_unit()) then
j = nnz
do i=a%get_nrows(), 1, -1
acc = dzero
do
if (j < 1) exit
if (ia(j) < i) exit
if (ja(j) == i) then
y(i) = (x(i) - acc)/a%val(j)
j = j - 1
exit
end if
acc = acc + a%val(j)*x(a%ja(j))
j = j - 1
end do
end do
end if
end if
else if (tra) then
do i=1, a%get_nrows()
y(i) = x(i)
end do
if (a%is_lower()) then
if (a%is_unit()) then
j = nnz
do i=a%get_nrows(), 1, -1
acc = y(i)
do
if (j < 1) exit
if (ia(j) < i) exit
jc = a%ja(j)
y(jc) = y(jc) - a%val(j)*acc
j = j - 1
end do
end do
else if (.not.a%is_unit()) then
j = nnz
do i=a%get_nrows(), 1, -1
if (ja(j) == i) then
y(i) = y(i) /a%val(j)
j = j - 1
end if
acc = y(i)
do
if (j < 1) exit
if (ia(j) < i) exit
jc = a%ja(j)
y(jc) = y(jc) - a%val(j)*acc
j = j - 1
end do
end do
else if (a%is_upper()) then
if (a%is_unit()) then
j = 1
do i=1, a%get_nrows()
acc = y(i)
do
if (j > nnz) exit
if (ia(j) > i) exit
jc = a%ja(j)
y(jc) = y(jc) - a%val(j)*acc
j = j + 1
end do
end do
else if (.not.a%is_unit()) then
j = 1
do i=1, a%get_nrows()
if (ja(j) == i) then
y(i) = y(i) /a%val(j)
j = j + 1
end if
acc = y(i)
do
if (j > nnz) exit
if (ia(j) > i) exit
jc = a%ja(j)
y(jc) = y(jc) - a%val(j)*acc
j = j + 1
end do
end do
end if
end if
end if
end if
end subroutine inner_coosv
end subroutine d_coo_cssv
subroutine d_coo_cssm(alpha,a,x,beta,y,info,trans)
use psb_const_mod
use psb_error_mod
class(psbn_d_coo_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta, x(:,:)
real(psb_dpk_), intent(inout) :: y(:,:)
integer, intent(out) :: info
character, optional, intent(in) :: trans
character :: trans_
integer :: i,j,k,m,n, nnz, ir, jc, nc
real(psb_dpk_) :: acc
real(psb_dpk_), allocatable :: tmp(:,:)
logical :: tra
Integer :: err_act
character(len=20) :: name='d_base_csmm'
logical, parameter :: debug=.false.
call psb_erractionsave(err_act)
if (present(trans)) then
trans_ = trans
else
trans_ = 'N'
end if
if (.not.a%is_asb()) then
info = 1121
call psb_errpush(info,name)
goto 9999
endif
tra = ((trans_=='T').or.(trans_=='t'))
m = a%get_nrows()
nc = min(size(x,2) , size(y,2))
if (.not. (a%is_triangle())) then
write(0,*) 'Called SM on a non-triangular mat!'
info = 1121
call psb_errpush(info,name)
goto 9999
end if
if (alpha == dzero) then
if (beta == dzero) then
do i = 1, m
y(i,:) = dzero
enddo
else
do i = 1, m
y(i,:) = beta*y(i,:)
end do
endif
return
end if
if (beta == dzero) then
call inner_coosm(tra,a,x,y,info)
do i = 1, m
y(i,:) = alpha*y(i,:)
end do
else
allocate(tmp(m,nc), stat=info)
if(info /= 0) then
info=4010
call psb_errpush(info,name,a_err='allocate')
goto 9999
end if
tmp(1:m,:) = x(1:m,:)
call inner_coosm(tra,a,tmp,y,info)
do i = 1, m
y(i,:) = alpha*tmp(i,:) + beta*y(i,:)
end do
end if
if(info /= 0) then
info=4010
call psb_errpush(info,name,a_err='inner_coosm')
goto 9999
end if
call psb_erractionrestore(err_act)
return
9999 continue
call psb_erractionrestore(err_act)
if (err_act == psb_act_abort_) then
call psb_error()
return
end if
return
contains
subroutine inner_coosm(tra,a,x,y,info)
use psb_const_mod
logical, intent(in) :: tra
class(psbn_d_coo_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: x(:,:)
real(psb_dpk_), intent(out) :: y(:,:)
integer, intent(out) :: info
integer :: i,j,k,m, ir, jc
real(psb_dpk_), allocatable :: acc(:)
allocate(acc(size(x,2)), stat=info)
if(info /= 0) then
info=4010
return
end if
if (.not.a%is_sorted()) then
info = 1121
return
end if
nnz = a%get_nzeros()
if (.not.tra) then
if (a%is_lower()) then
if (a%is_unit()) then
j = 1
do i=1, a%get_nrows()
acc = dzero
do
if (j > nnz) exit
if (ia(j) > i) exit
acc = acc + a%val(j)*x(a%ja(j),:)
j = j + 1
end do
y(i,:) = x(i,:) - acc
end do
else if (.not.a%is_unit()) then
j = 1
do i=1, a%get_nrows()
acc = dzero
do
if (j > nnz) exit
if (ia(j) > i) exit
if (ja(j) == i) then
y(i,:) = (x(i,:) - acc)/a%val(j)
j = j + 1
exit
end if
acc = acc + a%val(j)*x(a%ja(j),:)
j = j + 1
end do
end do
end if
else if (a%is_upper()) then
if (a%is_unit()) then
j = nnz
do i=a%get_nrows(), 1, -1
acc = dzero
do
if (j < 1) exit
if (ia(j) < i) exit
acc = acc + a%val(j)*x(a%ja(j),:)
j = j - 1
end do
y(i,:) = x(i,:) - acc
end do
else if (.not.a%is_unit()) then
j = nnz
do i=a%get_nrows(), 1, -1
acc = dzero
do
if (j < 1) exit
if (ia(j) < i) exit
if (ja(j) == i) then
y(i,:) = (x(i,:) - acc)/a%val(j)
j = j - 1
exit
end if
acc = acc + a%val(j)*x(a%ja(j),:)
j = j - 1
end do
end do
end if
end if
else if (tra) then
do i=1, a%get_nrows()
y(i,:) = x(i,:)
end do
if (a%is_lower()) then
if (a%is_unit()) then
j = nnz
do i=a%get_nrows(), 1, -1
acc = y(i,:)
do
if (j < 1) exit
if (ia(j) < i) exit
jc = a%ja(j)
y(jc,:) = y(jc,:) - a%val(j)*acc
j = j - 1
end do
end do
else if (.not.a%is_unit()) then
j = nnz
do i=a%get_nrows(), 1, -1
if (ja(j) == i) then
y(i,:) = y(i,:) /a%val(j)
j = j - 1
end if
acc = y(i,:)
do
if (j < 1) exit
if (ia(j) < i) exit
jc = a%ja(j)
y(jc,:) = y(jc,:) - a%val(j)*acc
j = j - 1
end do
end do
else if (a%is_upper()) then
if (a%is_unit()) then
j = 1
do i=1, a%get_nrows()
acc = y(i,:)
do
if (j > nnz) exit
if (ia(j) > i) exit
jc = a%ja(j)
y(jc,:) = y(jc,:) - a%val(j)*acc
j = j + 1
end do
end do
else if (.not.a%is_unit()) then
j = 1
do i=1, a%get_nrows()
if (ja(j) == i) then
y(i,:) = y(i,:) /a%val(j)
j = j + 1
end if
acc = y(i,:)
do
if (j > nnz) exit
if (ia(j) > i) exit
jc = a%ja(j)
y(jc,:) = y(jc,:) - a%val(j)*acc
j = j + 1
end do
end do
end if
end if
end if
end if
end subroutine inner_coosm
end subroutine d_coo_cssm
end module psbn_d_coo_sparse_mat_mod