You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
502 lines
15 KiB
Fortran
502 lines
15 KiB
Fortran
!
|
|
!
|
|
! AMG-AINV: Approximate Inverse plugin for
|
|
! AMG4PSBLAS version 1.0
|
|
!
|
|
! (C) Copyright 2020
|
|
!
|
|
! Salvatore Filippone University of Rome Tor Vergata
|
|
!
|
|
! Redistribution and use in source and binary forms, with or without
|
|
! modification, are permitted provided that the following conditions
|
|
! are met:
|
|
! 1. Redistributions of source code must retain the above copyright
|
|
! notice, this list of conditions and the following disclaimer.
|
|
! 2. Redistributions in binary form must reproduce the above copyright
|
|
! notice, this list of conditions, and the following disclaimer in the
|
|
! documentation and/or other materials provided with the distribution.
|
|
! 3. The name of the AMG4PSBLAS group or the names of its contributors may
|
|
! not be used to endorse or promote products derived from this
|
|
! software without specific written permission.
|
|
!
|
|
! THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
|
|
! ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
|
|
! TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
|
|
! PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE AMG4PSBLAS GROUP OR ITS CONTRIBUTORS
|
|
! BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
|
|
! CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
|
|
! SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
|
|
! INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
|
|
! CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
|
|
! ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
|
|
! POSSIBILITY OF SUCH DAMAGE.
|
|
!
|
|
!
|
|
subroutine psb_dsparse_biconjg_mlk(n,a,p,z,w,nzrmax,sp_thresh,info)
|
|
use psb_base_mod
|
|
use psb_ainv_tools_mod
|
|
use psb_d_biconjg_mod, psb_protect_name => psb_dsparse_biconjg_mlk
|
|
!
|
|
! Left-looking variant
|
|
!
|
|
!
|
|
implicit none
|
|
integer(psb_ipk_), intent(in) :: n
|
|
type(psb_d_csr_sparse_mat), intent(in) :: a
|
|
type(psb_d_csc_sparse_mat), intent(inout) :: z,w
|
|
integer(psb_ipk_), intent(in) :: nzrmax
|
|
real(psb_dpk_), intent(in) :: sp_thresh
|
|
real(psb_dpk_), intent(out) :: p(:)
|
|
integer(psb_ipk_), intent(out) :: info
|
|
|
|
! Locals
|
|
integer(psb_ipk_), allocatable :: ia(:), ja(:), izkr(:), izcr(:), hlist(:), bfr(:), rwlist(:)
|
|
real(psb_dpk_), allocatable :: zval(:),val(:), q(:)
|
|
integer(psb_ipk_) :: i,j,k, kc, kr, err_act, nz, nzra, nzrz, ipzi,ipzj,&
|
|
& nzzi,nzzj, nzz, ip1, ip2, ipza,ipzz, ipzn, nzzn, ipz1, ipz2,&
|
|
& ipj, lastj, nextj, nzw, hlhead, li, mj, kkc, ifrst, ilst, rwhead
|
|
type(psb_i_heap) :: heap, rheap
|
|
type(psb_d_csc_sparse_mat) :: ac
|
|
real(psb_dpk_) :: alpha
|
|
character(len=20) :: name='psb_biconjg_mlk'
|
|
logical, parameter :: debug=.false., test_merge=.true.
|
|
|
|
allocate(zval(n),ia(n),val(n),izkr(n),izcr(n),q(n), &
|
|
& hlist(n),rwlist(n),bfr(n),stat=info)
|
|
if (info == psb_success_) call ac%cp_from_fmt(a,info)
|
|
if (info /= psb_success_) then
|
|
call psb_errpush(psb_err_from_subroutine_,name,a_err='Allocate')
|
|
return
|
|
end if
|
|
!
|
|
! izkr(i): flag nonzeros in ZVAL. To minimize traffic into heap.
|
|
! izcr(i): flag rows to be used for the dot products. Used to minimize
|
|
! traffic in rheap.
|
|
!
|
|
do i=1,n
|
|
izkr(i) = 0
|
|
izcr(i) = 0
|
|
zval(i) = dzero
|
|
hlist(i) = -1
|
|
rwlist(i) = -1
|
|
end do
|
|
|
|
! Init z_1=e_1 and p_1=a_11
|
|
p(1) = dzero
|
|
i = 1
|
|
nz = a%irp(i+1) - a%irp(i)
|
|
do j=1,nz
|
|
if (a%ja(j) == 1) then
|
|
p(1) = a%val(j)
|
|
exit
|
|
end if
|
|
end do
|
|
if (abs(p(1)) < d_epstol) &
|
|
& p(1) = 1.d-3
|
|
|
|
q(1) = p(1)
|
|
!
|
|
!
|
|
call z%allocate(n,n,n*nzrmax)
|
|
|
|
z%icp(1) = 1
|
|
z%icp(2) = 2
|
|
z%ia(1) = 1
|
|
z%val(1) = done
|
|
nzz = 1
|
|
|
|
call w%allocate(n,n,n*nzrmax)
|
|
w%icp(1) = 1
|
|
w%icp(2) = 2
|
|
w%ia(1) = 1
|
|
w%val(1) = done
|
|
nzw = 1
|
|
|
|
|
|
do i = 2, n
|
|
if (debug) write(0,*) 'Main loop iteration ',i,n
|
|
|
|
!
|
|
! Update loop on Z.
|
|
! Must be separated from update loop of W because of
|
|
! the conflict on J that would result.
|
|
!
|
|
|
|
! ZVAL = e_i
|
|
! !$ do j=1, i-1
|
|
! !$ zval(j) = dzero
|
|
! !$ end do
|
|
zval(i) = done
|
|
izkr(i) = 1
|
|
rwhead = i
|
|
|
|
hlhead = -1
|
|
|
|
kkc = 0
|
|
ilst = ac%icp(i)-1
|
|
ifrst = ac%icp(i)
|
|
do j = ac%icp(i+1)-1, ac%icp(i), -1
|
|
if (ac%ia(j) < i) then
|
|
ilst = j
|
|
exit
|
|
end if
|
|
end do
|
|
kkc = ilst-ifrst+1
|
|
|
|
if (.true..or.debug) then
|
|
!!$ write(0,*) 'Outer Before insertion : ',hlhead
|
|
call printlist(hlhead,hlist)
|
|
end if
|
|
if (kkc > 0) then
|
|
!!$ write(0,*) i,' Outer Inserting : ',kkc,':',ac%ia(ifrst:ilst)
|
|
|
|
!call hlmerge(hlhead,hlist,bfr(1:kkc))
|
|
call hlmerge(hlhead,hlist,ac%ia(ifrst:ilst))
|
|
end if
|
|
if (debug) then
|
|
write(0,*) 'Outer After insertion: ',hlhead
|
|
call printlist(hlhead,hlist)
|
|
end if
|
|
|
|
if (info /= psb_success_) then
|
|
info=psb_err_from_subroutine_
|
|
call psb_errpush(info,name,a_err='init_lists')
|
|
return
|
|
end if
|
|
|
|
! Update loop
|
|
! The idea is to keep track of the indices of the nonzeros in zval,
|
|
! so as to only do the dot products on the rows which have nonzeros
|
|
! in their positions; to do this we keep an extra
|
|
! copy of A in CSC, and the row indices to be considered are in rheap.
|
|
lastj = -1
|
|
outer: do
|
|
mj = hlhead
|
|
if (mj > 0) then
|
|
hlhead = hlist(mj)
|
|
hlist(mj) = -1
|
|
end if
|
|
j = mj
|
|
if (j < 0) exit outer
|
|
|
|
izcr(j) = 0
|
|
if (j>=i) cycle outer
|
|
|
|
if (debug) write(0,*) 'update loop, using row: ',j,i,mj
|
|
ip1 = a%irp(j)
|
|
ip2 = a%irp(j+1) - 1
|
|
do
|
|
if (ip2 < ip1 ) exit
|
|
if (a%ja(ip2) <= n) exit
|
|
ip2 = ip2 -1
|
|
end do
|
|
nzra = max(0,ip2 - ip1 + 1)
|
|
p(i) = psb_spge_dot(nzra,a%ja(ip1:ip2),a%val(ip1:ip2),zval)
|
|
! !$ write(psb_err_unit,*) j,i,p(i)
|
|
|
|
alpha = (-p(i)/p(j))
|
|
!!$ write(0,*) 'At step ',i,j,' p(i) ',p(i),alpha
|
|
!!$ write(0,*) ' Current list is : ',hlhead
|
|
!!$ call printlist(hlhead,hlist)
|
|
!!$
|
|
|
|
|
|
if (.false..or.(abs(alpha) > sp_thresh)) then
|
|
ifrst=z%icp(j)
|
|
ilst=z%icp(j+1)-1
|
|
call hlmerge(rwhead,rwlist,z%ia(ifrst:ilst))
|
|
!!$ write(0,*) 'At step ',i,j,' range ',z%icp(j), z%icp(j+1)-1, &
|
|
!!$ & ' vals ',z%ia(z%icp(j):z%icp(j+1)-1)
|
|
|
|
do k=z%icp(j), z%icp(j+1)-1
|
|
kr = z%ia(k)
|
|
zval(kr) = zval(kr) + alpha*z%val(k)
|
|
|
|
if (izkr(kr) == 0) then
|
|
!!$ write(0,*) ' main inner Inserting ',kr
|
|
!!$ call hlmerge(rwhead,rwlist,(/kr/))
|
|
izkr(kr) = 1
|
|
! We have just added a new nonzero in KR. Thus, we will
|
|
! need to explicitly compute the dot products on all
|
|
! rows j<k<i with nonzeros in column kr; we keep them in
|
|
! a heap.
|
|
!
|
|
ilst = ac%icp(kr)-1
|
|
ifrst = ac%icp(kr+1)
|
|
kkc = 0
|
|
do kc = ac%icp(kr), ac%icp(kr+1)-1
|
|
if ((ac%ia(kc) < i).and.(ac%ia(kc) >j)) then
|
|
ifrst = min(ifrst,kc )
|
|
ilst = max(ilst,kc)
|
|
end if
|
|
end do
|
|
kkc = ilst-ifrst+1
|
|
if (debug) then
|
|
write(0,*) 'Inner Before insertion: '
|
|
call printlist(hlhead,hlist)
|
|
write(0,*) 'Inner Inserting : ',kkc,':',ac%ia(ifrst:ilst)
|
|
end if
|
|
if (ilst >= ifrst) then
|
|
!!$ write(0,*) j,i,' Inner inserting ',ac%ia(ifrst:ilst)
|
|
call hlmerge(hlhead,hlist,ac%ia(ifrst:ilst))
|
|
end if
|
|
|
|
if (debug) then
|
|
write(0,*) 'Inner After insertion: ',hlhead
|
|
call printlist(hlhead,hlist)
|
|
end if
|
|
|
|
end if
|
|
if (info /= psb_success_) exit
|
|
end do
|
|
if (info /= psb_success_) then
|
|
info=psb_err_from_subroutine_
|
|
call psb_errpush(info,name,a_err='psb_insert_heap')
|
|
return
|
|
end if
|
|
end if
|
|
end do outer
|
|
call a%csget(i,i,nzra,ia,ja,val,info)
|
|
call rwclip(nzra,ia,ja,val,ione,n,ione,n)
|
|
p(i) = psb_spge_dot(nzra,ja,val,zval)
|
|
if (abs(p(i)) < d_epstol) &
|
|
& p(i) = 1.d-3
|
|
|
|
!!$ write(0,*) 'Dropping from a column with: ',i,psb_howmany_heap(heap),sp_thresh
|
|
|
|
!
|
|
! Sparsify current ZVAL and put into ZMAT
|
|
!
|
|
call sparsify(i,nzrmax,sp_thresh,n,zval,nzrz,ia,val,rwhead,rwlist,izkr,info)
|
|
|
|
if (info /= psb_success_) then
|
|
info = psb_err_internal_error_
|
|
call psb_errpush(info,name,a_err='sparsify')
|
|
return
|
|
end if
|
|
call psb_ensure_size(nzz+nzrz, z%ia, info)
|
|
call psb_ensure_size(nzz+nzrz, z%val, info)
|
|
ipz1 = z%icp(i)
|
|
do j=1, nzrz
|
|
z%ia(ipz1 + j -1) = ia(j)
|
|
z%val(ipz1 + j -1) = val(j)
|
|
end do
|
|
z%icp(i+1) = ipz1 + nzrz
|
|
nzz = nzz + nzrz
|
|
|
|
|
|
! WVAL = e_i
|
|
! !$ do j=1, i-1
|
|
! !$ zval(j) = dzero
|
|
! !$ end do
|
|
zval(i) = done
|
|
izkr(i) = 1
|
|
rwhead = i
|
|
hlhead = -1
|
|
|
|
kkc = 0
|
|
ilst = a%irp(i)-1
|
|
ifrst = a%irp(i)
|
|
do j = a%irp(i+1)-1, a%irp(i), -1
|
|
if (a%ja(j) < i) then
|
|
ilst = j
|
|
exit
|
|
end if
|
|
end do
|
|
kkc = ilst-ifrst+1
|
|
|
|
if (debug) then
|
|
write(0,*) 'Outer Before insertion: '
|
|
call printlist(hlhead,hlist)
|
|
write(0,*) 'Outer Inserting : ',kkc,':',a%ja(ifrst:ilst)
|
|
end if
|
|
if (kkc > 0 ) then
|
|
!call hlmerge(hlhead,hlist,bfr(1:kkc))
|
|
call hlmerge(hlhead,hlist,a%ja(ifrst:ilst))
|
|
end if
|
|
if (debug) then
|
|
write(0,*) 'Outer After insertion: ',hlhead
|
|
call printlist(hlhead,hlist)
|
|
end if
|
|
|
|
if (info /= psb_success_) then
|
|
info=psb_err_from_subroutine_
|
|
call psb_errpush(info,name,a_err='init_lists')
|
|
return
|
|
end if
|
|
|
|
! Update loop
|
|
! The idea is to keep track of the indices of the nonzeros in zval,
|
|
! so as to only do the dot products on the rows which have nonzeros
|
|
! in their positions; to do this we keep an extra
|
|
! copy of A in CSC, and the row indices to be considered are in rheap.
|
|
lastj = -1
|
|
outerw: do
|
|
mj = hlhead
|
|
if (hlhead > 0) then
|
|
hlhead = hlist(mj)
|
|
hlist(mj) = -1
|
|
end if
|
|
j = mj
|
|
if (j < 0) exit outerw
|
|
|
|
izcr(j) = 0
|
|
if (j>=i) cycle outerw
|
|
if (debug) write(0,*) 'update loop, using row: ',j
|
|
ip1 = ac%icp(j)
|
|
ip2 = ac%icp(j+1) - 1
|
|
do
|
|
if (ip2 < ip1 ) exit
|
|
if (ac%ia(ip2) <= n) exit
|
|
ip2 = ip2 -1
|
|
end do
|
|
nzra = max(0,ip2 - ip1 + 1)
|
|
q(i) = psb_spge_dot(nzra,ac%ia(ip1:ip2),ac%val(ip1:ip2),zval)
|
|
! !$ write(psb_err_unit,*) j,i,p(i)
|
|
|
|
alpha = (-q(i)/q(j))
|
|
if (.false..or.(abs(alpha) > sp_thresh)) then
|
|
ifrst=w%icp(j)
|
|
ilst=w%icp(j+1)-1
|
|
call hlmerge(rwhead,rwlist,w%ia(ifrst:ilst))
|
|
|
|
do k=w%icp(j), w%icp(j+1)-1
|
|
kr = w%ia(k)
|
|
zval(kr) = zval(kr) + alpha*w%val(k)
|
|
if (izkr(kr) == 0) then
|
|
izkr(kr) = 1
|
|
! We have just added a new nonzero in KR. Thus, we will
|
|
! need to explicitly compute the dot products on all
|
|
! rows j<k<i with nonzeros in column kr; we keep them in
|
|
! a heap.
|
|
!
|
|
ilst = a%irp(kr)-1
|
|
ifrst = a%irp(kr+1)
|
|
kkc = 0
|
|
do kc = a%irp(kr), a%irp(kr+1)-1
|
|
if ((a%ja(kc) < i).and.(a%ja(kc) >j)) then
|
|
ifrst = min(ifrst,kc )
|
|
ilst = max(ilst,kc)
|
|
end if
|
|
end do
|
|
kkc = ilst-ifrst+1
|
|
if (debug) then
|
|
write(0,*) 'Inner Before insertion: '
|
|
call printlist(hlhead,hlist)
|
|
write(0,*) 'Inner Inserting : ',kkc,':',a%ja(ifrst:ilst)
|
|
end if
|
|
|
|
call hlmerge(hlhead,hlist,a%ja(ifrst:ilst))
|
|
|
|
if (debug) then
|
|
write(0,*) 'Inner After insertion: ',hlhead
|
|
call printlist(hlhead,hlist)
|
|
end if
|
|
if (debug) write(0,*) 'update loop, adding indices: ',&
|
|
& a%ja(a%irp(kr):a%irp(kr+1)-1)
|
|
|
|
end if
|
|
if (info /= psb_success_) exit
|
|
end do
|
|
if (info /= psb_success_) then
|
|
info=psb_err_from_subroutine_
|
|
call psb_errpush(info,name,a_err='psb_insert_heap')
|
|
return
|
|
end if
|
|
end if
|
|
end do outerw
|
|
ip1 = ac%icp(i)
|
|
ip2 = ac%icp(i+1) - 1
|
|
do
|
|
if (ip2 < ip1 ) exit
|
|
if (ac%ia(ip2) <= n) exit
|
|
ip2 = ip2 -1
|
|
end do
|
|
nzra = max(0,ip2 - ip1 + 1)
|
|
q(i) = psb_spge_dot(nzra,ac%ia(ip1:ip2),ac%val(ip1:ip2),zval)
|
|
if (abs(q(i)) < d_epstol) &
|
|
& q(i) = 1.d-3
|
|
|
|
!!$ write(0,*) 'Dropping from a column with: ',i,psb_howmany_heap(heap),sp_thresh
|
|
!
|
|
! Sparsify current ZVAL and put into ZMAT
|
|
!
|
|
call sparsify(i,nzrmax,sp_thresh,n,zval,nzrz,ia,val,rwhead,rwlist,izkr,info)
|
|
if (info /= psb_success_) then
|
|
info = psb_err_internal_error_
|
|
call psb_errpush(info,name,a_err='sparsify')
|
|
return
|
|
end if
|
|
call psb_ensure_size(nzw+nzrz, w%ia, info)
|
|
call psb_ensure_size(nzw+nzrz, w%val, info)
|
|
ipz1 = w%icp(i)
|
|
do j=1, nzrz
|
|
w%ia(ipz1 + j -1) = ia(j)
|
|
w%val(ipz1 + j -1) = val(j)
|
|
end do
|
|
w%icp(i+1) = ipz1 + nzrz
|
|
nzw = nzw + nzrz
|
|
|
|
end do
|
|
|
|
contains
|
|
|
|
subroutine hlmerge(head,listv,vals)
|
|
integer(psb_ipk_), intent(inout) :: head, listv(:)
|
|
integer(psb_ipk_), intent(in) :: vals(:)
|
|
integer(psb_ipk_) :: i,j,k, lh, lv, nv, vv, flh, ph
|
|
|
|
nv = size(vals)
|
|
lh = head
|
|
flh = -1
|
|
lv = 1
|
|
if ((head < 0).and.(nv > 0)) then
|
|
! Adjust head if empty
|
|
head = vals(lv)
|
|
lv = lv + 1
|
|
else if ((head > 0) .and. (nv >0)) then
|
|
! Adjust head if first item less than it
|
|
if (head > vals(lv)) then
|
|
listv(vals(lv)) = head
|
|
head = vals(lv)
|
|
lv = lv + 1
|
|
end if
|
|
end if
|
|
|
|
lh = head
|
|
ph = lh
|
|
do while ((lh > 0) .and. (lv <= nv))
|
|
if (lh == vals(lv)) then
|
|
lv = lv + 1
|
|
else if (lh > vals(lv)) then
|
|
listv(vals(lv)) = lh
|
|
listv(ph) = vals(lv)
|
|
lh = vals(lv)
|
|
lv = lv + 1
|
|
else
|
|
ph = lh
|
|
lh = listv(lh)
|
|
end if
|
|
end do
|
|
lh = ph
|
|
do while (lv <= nv)
|
|
listv(lh) = vals(lv)
|
|
lh = listv(lh)
|
|
lv = lv + 1
|
|
end do
|
|
end subroutine hlmerge
|
|
|
|
|
|
subroutine printlist(head,listv)
|
|
integer(psb_ipk_), intent(in) :: head, listv(:)
|
|
integer(psb_ipk_) :: li
|
|
|
|
li = head
|
|
do while (li > 0)
|
|
write(0,*) 'Item: ', li
|
|
li = listv(li)
|
|
end do
|
|
end subroutine printlist
|
|
|
|
end subroutine psb_dsparse_biconjg_mlk
|