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@ -1,34 +1,32 @@
include ../Make.inc
# Compilers and flags
#CC=mpicc
#FC=mpif90
#FCOPT=-O0 -march=native
#OFFLOAD=-fopenacc -foffload=nvptx-none="-march=sm_70"
# Directories
LIBDIR=../lib
INCDIR=../include
MODDIR=../modules
IMPLDIR=./impl
# Include and library paths
INCLUDES=-I$(LIBDIR) -I$(INCDIR) -I$(MODDIR)
FINCLUDES=$(FMFLAG). $(FMFLAG)$(INCDIR) $(FMFLAG)$(MODDIR) $(FIFLAG).
CINCLUDES=
#LIBS=-L$(LIBDIR) -lpsb_util -lpsb_ext -lpsb_base -lopenblas -lmetis
# Source files
FOBJS= psb_i_oacc_vect_mod.o psb_d_oacc_vect_mod.o \
psb_oacc_mod.o psb_d_oacc_csr_mat_mod.o \
psb_oacc_env_mod.o
# Library name
LIBNAME=libpsb_openacc.a
OBJS=$(COBJS) $(FOBJS)
# Rules
lib: objs ilib
ar cur $(LIBNAME) $(OBJS)
/bin/cp -p $(LIBNAME) $(LIBDIR)

@ -2,6 +2,7 @@ include ../../Make.inc
LIBDIR=../../lib
INCDIR=../../include
MODDIR=../../modules
UP=..
#
# Compilers and such
#
@ -9,13 +10,30 @@ MODDIR=../../modules
FINCLUDES=$(FMFLAG).. $(FMFLAG)$(MODDIR) $(FMFLAG)$(INCDIR) $(FIFLAG)..
LIBNAME=libpsb_openacc.a
OBJS= psb_d_oacc_csr_vect_mv.o psb_d_oacc_mlt_v_2.o psb_d_oacc_mlt_v.o
OBJS= psb_d_oacc_csr_vect_mv.o psb_d_oacc_csr_inner_vect_sv.o \
psb_d_oacc_csr_csmm.o psb_d_oacc_csr_csmv.o psb_d_oacc_csr_scals.o \
psb_d_oacc_csr_scal.o psb_d_oacc_csr_allocate_mnnz.o \
psb_d_oacc_csr_reallocate_nz.o psb_d_oacc_csr_cp_from_coo.o \
psb_d_oacc_csr_cp_from_fmt.o psb_d_oacc_csr_mv_from_coo.o \
psb_d_oacc_csr_mv_from_fmt.o psb_d_oacc_csr_mold.o \
psb_d_oacc_mlt_v_2.o psb_d_oacc_mlt_v.o
objs: $(OBJS)
lib: objs
ar cur ../$(LIBNAME) $(OBJS)
psb_d_oacc_csr_vect_mv.o psb_d_oacc_csr_inner_vect_sv.o \
psb_d_oacc_csr_csmm.o psb_d_oacc_csr_csmv.o psb_d_oacc_csr_scals.o \
psb_d_oacc_csr_scal.o psb_d_oacc_csr_allocate_mnnz.o \
psb_d_oacc_csr_reallocate_nz.o psb_d_oacc_csr_cp_from_coo.o \
psb_d_oacc_csr_cp_from_fmt.o psb_d_oacc_csr_mv_from_coo.o \
psb_d_oacc_csr_mv_from_fmt.o psb_d_oacc_csr_mold.o: $(UP)/psb_d_oacc_csr_mat_mod.o
psb_d_oacc_mlt_v_2.o psb_d_oacc_mlt_v.o: $(UP)/psb_d_oacc_vect_mod.o
clean:
/bin/rm -f $(OBJS)

@ -0,0 +1,35 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_allocate_mnnz_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_allocate_mnnz(m, n, a, nz)
implicit none
integer(psb_ipk_), intent(in) :: m, n
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
integer(psb_ipk_), intent(in), optional :: nz
integer(psb_ipk_) :: info
integer(psb_ipk_) :: err_act, nz_
character(len=20) :: name='allocate_mnz'
logical, parameter :: debug=.false.
call psb_erractionsave(err_act)
info = psb_success_
call a%psb_d_csr_sparse_mat%allocate(m, n, nz)
if (.not.allocated(a%val)) then
allocate(a%val(nz))
allocate(a%ja(nz))
allocate(a%irp(m+1))
end if
call a%set_dev()
if (info /= 0) goto 9999
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine psb_d_oacc_csr_allocate_mnnz
end submodule psb_d_oacc_csr_allocate_mnnz_impl

@ -0,0 +1,26 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_cp_from_coo_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_cp_from_coo(a, b, info)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
class(psb_d_coo_sparse_mat), intent(in) :: b
integer(psb_ipk_), intent(out) :: info
info = psb_success_
call a%psb_d_csr_sparse_mat%cp_from_coo(b, info)
if (info /= 0) goto 9999
call a%set_dev()
if (info /= 0) goto 9999
return
9999 continue
info = psb_err_alloc_dealloc_
return
end subroutine psb_d_oacc_csr_cp_from_coo
end submodule psb_d_oacc_csr_cp_from_coo_impl

@ -0,0 +1,24 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_cp_from_fmt_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_cp_from_fmt(a, b, info)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
class(psb_d_base_sparse_mat), intent(in) :: b
integer(psb_ipk_), intent(out) :: info
info = psb_success_
select type(b)
type is (psb_d_coo_sparse_mat)
call a%cp_from_coo(b, info)
class default
call a%psb_d_csr_sparse_mat%cp_from_fmt(b, info)
if (info /= 0) return
!$acc update device(a%val, a%ja, a%irp)
end select
end subroutine psb_d_oacc_csr_cp_from_fmt
end submodule psb_d_oacc_csr_cp_from_fmt_impl

@ -0,0 +1,86 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_csmm_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_csmm(alpha, a, x, beta, y, info, trans)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta
real(psb_dpk_), intent(in) :: x(:,:)
real(psb_dpk_), intent(inout) :: y(:,:)
integer(psb_ipk_), intent(out) :: info
character, optional, intent(in) :: trans
character :: trans_
integer(psb_ipk_) :: i, j, m, n,k, nxy
logical :: tra
integer(psb_ipk_) :: err_act
character(len=20) :: name = 'd_oacc_csmm'
logical, parameter :: debug = .false.
info = psb_success_
call psb_erractionsave(err_act)
if (present(trans)) then
trans_ = trans
else
trans_ = 'N'
end if
if (.not.a%is_asb()) then
info = psb_err_invalid_mat_state_
call psb_errpush(info, name)
goto 9999
endif
tra = (psb_toupper(trans_) == 'T') .or. (psb_toupper(trans_) == 'C')
if (tra) then
m = a%get_ncols()
n = a%get_nrows()
else
n = a%get_ncols()
m = a%get_nrows()
end if
if (size(x,1) < n) then
info = 36
call psb_errpush(info, name, i_err = (/3 * ione, n, izero, izero, izero/))
goto 9999
end if
if (size(y,1) < m) then
info = 36
call psb_errpush(info, name, i_err = (/5 * ione, m, izero, izero, izero/))
goto 9999
end if
if (tra) then
call a%psb_d_csr_sparse_mat%spmm(alpha, x, beta, y, info, trans)
else
nxy = min(size(x,2), size(y,2))
!$acc parallel loop collapse(2) present(a, x, y)
do j = 1, nxy
do i = 1, m
y(i,j) = beta * y(i,j)
end do
end do
!$acc parallel loop collapse(2) present(a, x, y)
do j = 1, nxy
do i = 1, n
do k = a%irp(i), a%irp(i+1) - 1
y(a%ja(k), j) = y(a%ja(k), j) + alpha * a%val(k) * x(i, j)
end do
end do
end do
endif
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine psb_d_oacc_csr_csmm
end submodule psb_d_oacc_csr_csmm_impl

@ -0,0 +1,81 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_csmv_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_csmv(alpha, a, x, beta, y, info, trans)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta
real(psb_dpk_), intent(in) :: x(:)
real(psb_dpk_), intent(inout) :: y(:)
integer(psb_ipk_), intent(out) :: info
character, optional, intent(in) :: trans
character :: trans_
integer(psb_ipk_) :: i, j, m, n
logical :: tra
integer(psb_ipk_) :: err_act
character(len=20) :: name = 'd_oacc_csmv'
logical, parameter :: debug = .false.
call psb_erractionsave(err_act)
info = psb_success_
if (present(trans)) then
trans_ = trans
else
trans_ = 'N'
end if
if (.not.a%is_asb()) then
info = psb_err_invalid_mat_state_
call psb_errpush(info, name)
goto 9999
endif
tra = (psb_toupper(trans_) == 'T') .or. (psb_toupper(trans_) == 'C')
if (tra) then
m = a%get_ncols()
n = a%get_nrows()
else
n = a%get_ncols()
m = a%get_nrows()
end if
if (size(x,1) < n) then
info = 36
call psb_errpush(info, name, i_err = (/3 * ione, n, izero, izero, izero/))
goto 9999
end if
if (size(y,1) < m) then
info = 36
call psb_errpush(info, name, i_err = (/5 * ione, m, izero, izero, izero/))
goto 9999
end if
if (tra) then
call a%psb_d_csr_sparse_mat%spmm(alpha, x, beta, y, info, trans)
else
!$acc parallel loop present(a, x, y)
do i = 1, m
y(i) = beta * y(i)
end do
!$acc parallel loop present(a, x, y)
do i = 1, n
do j = a%irp(i), a%irp(i+1) - 1
y(a%ja(j)) = y(a%ja(j)) + alpha * a%val(j) * x(i)
end do
end do
endif
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine psb_d_oacc_csr_csmv
end submodule psb_d_oacc_csr_csmv_impl

@ -0,0 +1,83 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_inner_vect_sv_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_inner_vect_sv(alpha, a, x, beta, y, info, trans)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta
class(psb_d_base_vect_type), intent(inout) :: x, y
integer(psb_ipk_), intent(out) :: info
character, optional, intent(in) :: trans
real(psb_dpk_), allocatable :: rx(:), ry(:)
logical :: tra
character :: trans_
integer(psb_ipk_) :: err_act
character(len=20) :: name = 'd_oacc_csr_inner_vect_sv'
logical, parameter :: debug = .false.
integer(psb_ipk_) :: i
call psb_get_erraction(err_act)
info = psb_success_
if (present(trans)) then
trans_ = trans
else
trans_ = 'N'
end if
if (.not.a%is_asb()) then
info = psb_err_invalid_mat_state_
call psb_errpush(info, name)
goto 9999
endif
tra = (psb_toupper(trans_) == 'T') .or. (psb_toupper(trans_) == 'C')
if (tra .or. (beta /= dzero)) then
call x%sync()
call y%sync()
call a%psb_d_csr_sparse_mat%inner_spsm(alpha, x, beta, y, info, trans)
call y%set_host()
else
select type (xx => x)
type is (psb_d_vect_oacc)
select type(yy => y)
type is (psb_d_vect_oacc)
if (xx%is_host()) call xx%sync()
if (beta /= dzero) then
if (yy%is_host()) call yy%sync()
end if
!$acc parallel loop present(a, xx, yy)
do i = 1, size(a%val)
yy%v(i) = alpha * a%val(i) * xx%v(a%ja(i)) + beta * yy%v(i)
end do
call yy%set_dev()
class default
rx = xx%get_vect()
ry = y%get_vect()
call a%psb_d_csr_sparse_mat%inner_spsm(alpha, rx, beta, ry, info)
call y%bld(ry)
end select
class default
rx = x%get_vect()
ry = y%get_vect()
call a%psb_d_csr_sparse_mat%inner_spsm(alpha, rx, beta, ry, info)
call y%bld(ry)
end select
endif
if (info /= psb_success_) then
info = psb_err_from_subroutine_
call psb_errpush(info, name, a_err = 'csrg_vect_sv')
goto 9999
endif
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine psb_d_oacc_csr_inner_vect_sv
end submodule psb_d_oacc_csr_inner_vect_sv_impl

@ -0,0 +1,35 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_mold_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_mold(a, b, info)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
class(psb_d_base_sparse_mat), intent(inout), allocatable :: b
integer(psb_ipk_), intent(out) :: info
integer(psb_ipk_) :: err_act
character(len=20) :: name='csr_mold'
logical, parameter :: debug=.false.
call psb_get_erraction(err_act)
info = 0
if (allocated(b)) then
call b%free()
deallocate(b, stat=info)
end if
if (info == 0) allocate(psb_d_oacc_csr_sparse_mat :: b, stat=info)
if (info /= psb_success_) then
info = psb_err_alloc_dealloc_
call psb_errpush(info, name)
goto 9999
end if
return
9999 call psb_error_handler(err_act)
return
end subroutine psb_d_oacc_csr_mold
end submodule psb_d_oacc_csr_mold_impl

@ -0,0 +1,25 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_mv_from_coo_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_mv_from_coo(a, b, info)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
class(psb_d_coo_sparse_mat), intent(inout) :: b
integer(psb_ipk_), intent(out) :: info
info = psb_success_
call a%psb_d_csr_sparse_mat%mv_from_coo(b, info)
if (info /= 0) goto 9999
!$acc update device(a%val, a%ja, a%irp)
return
9999 continue
info = psb_err_alloc_dealloc_
return
end subroutine psb_d_oacc_csr_mv_from_coo
end submodule psb_d_oacc_csr_mv_from_coo_impl

@ -0,0 +1,24 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_mv_from_fmt_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_mv_from_fmt(a, b, info)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
class(psb_d_base_sparse_mat), intent(inout) :: b
integer(psb_ipk_), intent(out) :: info
info = psb_success_
select type(b)
type is (psb_d_coo_sparse_mat)
call a%mv_from_coo(b, info)
class default
call a%psb_d_csr_sparse_mat%mv_from_fmt(b, info)
if (info /= 0) return
!$acc update device(a%val, a%ja, a%irp)
end select
end subroutine psb_d_oacc_csr_mv_from_fmt
end submodule psb_d_oacc_csr_mv_from_fmt_impl

@ -0,0 +1,28 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_reallocate_nz_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_reallocate_nz(nz, a)
implicit none
integer(psb_ipk_), intent(in) :: nz
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
integer(psb_ipk_) :: info
integer(psb_ipk_) :: err_act
character(len=20) :: name='d_oacc_csr_reallocate_nz'
logical, parameter :: debug=.false.
call psb_erractionsave(err_act)
info = psb_success_
call a%psb_d_csr_sparse_mat%reallocate(nz)
call a%set_dev()
if (info /= 0) goto 9999
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine psb_d_oacc_csr_reallocate_nz
end submodule psb_d_oacc_csr_reallocate_nz_impl

@ -0,0 +1,53 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_scal_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_scal(d, a, info, side)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
real(psb_dpk_), intent(in) :: d(:)
integer(psb_ipk_), intent(out) :: info
character, intent(in), optional :: side
integer(psb_ipk_) :: err_act
character(len=20) :: name='scal'
logical, parameter :: debug=.false.
integer(psb_ipk_) :: i, j
info = psb_success_
call psb_erractionsave(err_act)
if (a%is_host()) call a%sync()
if (present(side)) then
if (side == 'L') then
!$acc parallel loop present(a, d)
do i = 1, a%get_nrows()
do j = a%irp(i), a%irp(i+1) - 1
a%val(j) = a%val(j) * d(i)
end do
end do
else if (side == 'R') then
!$acc parallel loop present(a, d)
do i = 1, a%get_ncols()
do j = a%irp(i), a%irp(i+1) - 1
a%val(j) = a%val(j) * d(a%ja(j))
end do
end do
end if
else
!$acc parallel loop present(a, d)
do i = 1, size(a%val)
a%val(i) = a%val(i) * d(i)
end do
end if
call a%set_dev()
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine psb_d_oacc_csr_scal
end submodule psb_d_oacc_csr_scal_impl

@ -0,0 +1,34 @@
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_scals_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_scals(d, a, info)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
real(psb_dpk_), intent(in) :: d
integer(psb_ipk_), intent(out) :: info
integer(psb_ipk_) :: err_act
character(len=20) :: name='scal'
logical, parameter :: debug=.false.
integer(psb_ipk_) :: i
info = psb_success_
call psb_erractionsave(err_act)
if (a%is_host()) call a%sync()
!$acc parallel loop present(a)
do i = 1, size(a%val)
a%val(i) = a%val(i) * d
end do
call a%set_dev()
call psb_erractionrestore(err_act)
return
9999 call psb_error_handler(err_act)
return
end subroutine psb_d_oacc_csr_scals
end submodule psb_d_oacc_csr_scals_impl

@ -1,6 +1,7 @@
subroutine psb_d_oacc_csr_vect_mv(alpha, a, x, beta, y, info, trans)
use psb_base_mod
use psb_d_oacc_csr_mat_mod, psb_protect_name => psb_d_oacc_csr_vect_mv
submodule (psb_d_oacc_csr_mat_mod) psb_d_oacc_csr_vect_mv_impl
use psb_base_mod
contains
module subroutine psb_d_oacc_csr_vect_mv(alpha, a, x, beta, y, info, trans)
implicit none
real(psb_dpk_), intent(in) :: alpha, beta
@ -16,9 +17,9 @@ subroutine psb_d_oacc_csr_vect_mv(alpha, a, x, beta, y, info, trans)
n = a%get_ncols()
if ((n /= size(x%v)) .or. (n /= size(y%v))) then
write(0,*) 'Size error ', m, n, size(x%v), size(y%v)
info = psb_err_invalid_mat_state_
return
write(0,*) 'Size error ', m, n, size(x%v), size(y%v)
info = psb_err_invalid_mat_state_
return
end if
if (a%is_host()) call a%sync()
@ -28,34 +29,35 @@ subroutine psb_d_oacc_csr_vect_mv(alpha, a, x, beta, y, info, trans)
call inner_spmv(m, n, alpha, a%val, a%ja, a%irp, x%v, beta, y%v, info)
call y%set_dev()
contains
contains
subroutine inner_spmv(m, n, alpha, val, ja, irp, x, beta, y, info)
implicit none
integer(psb_ipk_) :: m, n
real(psb_dpk_), intent(in) :: alpha, beta
real(psb_dpk_) :: val(:), x(:), y(:)
integer(psb_ipk_) :: ja(:), irp(:)
integer(psb_ipk_), intent(out) :: info
integer(psb_ipk_) :: i, j, ii, isz
real(psb_dpk_) :: tmp
integer(psb_ipk_), parameter :: vsz = 256
info = 0
!$acc parallel loop vector_length(vsz) private(isz)
do ii = 1, m, vsz
isz = min(vsz, m - ii + 1)
!$acc loop independent private(tmp)
do i = ii, ii + isz - 1
tmp = 0.0_psb_dpk_
!$acc loop seq
do j = irp(i), irp(i + 1) - 1
tmp = tmp + val(j) * x(ja(j))
end do
y(i) = alpha * tmp + beta * y(i)
end do
implicit none
integer(psb_ipk_) :: m, n
real(psb_dpk_), intent(in) :: alpha, beta
real(psb_dpk_) :: val(:), x(:), y(:)
integer(psb_ipk_) :: ja(:), irp(:)
integer(psb_ipk_), intent(out) :: info
integer(psb_ipk_) :: i, j, ii, isz
real(psb_dpk_) :: tmp
integer(psb_ipk_), parameter :: vsz = 256
info = 0
!$acc parallel loop vector_length(vsz) private(isz)
do ii = 1, m, vsz
isz = min(vsz, m - ii + 1)
!$acc loop independent private(tmp)
do i = ii, ii + isz - 1
tmp = 0.0_psb_dpk_
!$acc loop seq
do j = irp(i), irp(i + 1) - 1
tmp = tmp + val(j) * x(ja(j))
end do
y(i) = alpha * tmp + beta * y(i)
end do
end do
end subroutine inner_spmv
end subroutine psb_d_oacc_csr_vect_mv
end subroutine psb_d_oacc_csr_vect_mv
end submodule psb_d_oacc_csr_vect_mv_impl

@ -1,31 +1,34 @@
submodule (psb_d_oacc_vect_mod) psb_d_oacc_mlt_v_impl
use psb_string_mod
contains
subroutine d_oacc_mlt_v(x, y, info)
use psb_d_oacc_vect_mod, psb_protect_name => d_oacc_mlt_v
module subroutine psb_d_oacc_mlt_v(x, y, info)
implicit none
class(psb_d_base_vect_type), intent(inout) :: x
class(psb_d_vect_oacc), intent(inout) :: y
integer(psb_ipk_), intent(out) :: info
implicit none
class(psb_d_base_vect_type), intent(inout) :: x
class(psb_d_vect_oacc), intent(inout) :: y
integer(psb_ipk_), intent(out) :: info
integer(psb_ipk_) :: i, n
integer(psb_ipk_) :: i, n
info = 0
n = min(x%get_nrows(), y%get_nrows())
select type(xx => x)
class is (psb_d_vect_oacc)
if (y%is_host()) call y%sync()
if (xx%is_host()) call xx%sync()
!$acc parallel loop
do i = 1, n
y%v(i) = y%v(i) * xx%v(i)
end do
call y%set_dev()
class default
if (xx%is_dev()) call xx%sync()
if (y%is_dev()) call y%sync()
do i = 1, n
y%v(i) = y%v(i) * xx%v(i)
end do
call y%set_host()
end select
end subroutine d_oacc_mlt_v
info = 0
n = min(x%get_nrows(), y%get_nrows())
select type(xx => x)
class is (psb_d_vect_oacc)
if (y%is_host()) call y%sync()
if (xx%is_host()) call xx%sync()
!$acc parallel loop
do i = 1, n
y%v(i) = y%v(i) * xx%v(i)
end do
call y%set_dev()
class default
if (xx%is_dev()) call xx%sync()
if (y%is_dev()) call y%sync()
do i = 1, n
y%v(i) = y%v(i) * xx%v(i)
end do
call y%set_host()
end select
end subroutine psb_d_oacc_mlt_v
end submodule psb_d_oacc_mlt_v_impl

@ -1,53 +1,55 @@
subroutine d_oacc_mlt_v_2(alpha, x, y, beta, z, info, conjgx, conjgy)
use psb_d_oacc_vect_mod, psb_protect_name => d_oacc_mlt_v_2
submodule (psb_d_oacc_vect_mod) d_oacc_mlt_v_2_impl
use psb_string_mod
implicit none
real(psb_dpk_), intent(in) :: alpha, beta
class(psb_d_base_vect_type), intent(inout) :: x
class(psb_d_base_vect_type), intent(inout) :: y
class(psb_d_vect_oacc), intent(inout) :: z
integer(psb_ipk_), intent(out) :: info
character(len=1), intent(in), optional :: conjgx, conjgy
integer(psb_ipk_) :: i, n
logical :: conjgx_, conjgy_
contains
module subroutine d_oacc_mlt_v_2(alpha, x, y, beta, z, info, conjgx, conjgy)
implicit none
real(psb_dpk_), intent(in) :: alpha, beta
class(psb_d_base_vect_type), intent(inout) :: x
class(psb_d_base_vect_type), intent(inout) :: y
class(psb_d_vect_oacc), intent(inout) :: z
integer(psb_ipk_), intent(out) :: info
character(len=1), intent(in), optional :: conjgx, conjgy
integer(psb_ipk_) :: i, n
logical :: conjgx_, conjgy_
conjgx_ = .false.
conjgy_ = .false.
if (present(conjgx)) conjgx_ = (psb_toupper(conjgx) == 'C')
if (present(conjgy)) conjgy_ = (psb_toupper(conjgy) == 'C')
conjgx_ = .false.
conjgy_ = .false.
if (present(conjgx)) conjgx_ = (psb_toupper(conjgx) == 'C')
if (present(conjgy)) conjgy_ = (psb_toupper(conjgy) == 'C')
n = min(x%get_nrows(), y%get_nrows(), z%get_nrows())
n = min(x%get_nrows(), y%get_nrows(), z%get_nrows())
info = 0
select type(xx => x)
class is (psb_d_vect_oacc)
select type (yy => y)
info = 0
select type(xx => x)
class is (psb_d_vect_oacc)
if (xx%is_host()) call xx%sync()
if (yy%is_host()) call yy%sync()
if ((beta /= dzero) .and. (z%is_host())) call z%sync()
!$acc parallel loop
do i = 1, n
z%v(i) = alpha * xx%v(i) * yy%v(i) + beta * z%v(i)
end do
call z%set_dev()
select type (yy => y)
class is (psb_d_vect_oacc)
if (xx%is_host()) call xx%sync()
if (yy%is_host()) call yy%sync()
if ((beta /= dzero) .and. (z%is_host())) call z%sync()
!$acc parallel loop
do i = 1, n
z%v(i) = alpha * xx%v(i) * yy%v(i) + beta * z%v(i)
end do
call z%set_dev()
class default
if (xx%is_dev()) call xx%sync()
if (yy%is_dev()) call yy%sync()
if ((beta /= dzero) .and. (z%is_dev())) call z%sync()
do i = 1, n
z%v(i) = alpha * xx%v(i) * yy%v(i) + beta * z%v(i)
end do
call z%set_host()
end select
class default
if (xx%is_dev()) call xx%sync()
if (yy%is_dev()) call yy%sync()
if (x%is_dev()) call x%sync()
if (y%is_dev()) call y%sync()
if ((beta /= dzero) .and. (z%is_dev())) call z%sync()
do i = 1, n
z%v(i) = alpha * xx%v(i) * yy%v(i) + beta * z%v(i)
z%v(i) = alpha * x%v(i) * y%v(i) + beta * z%v(i)
end do
call z%set_host()
end select
class default
if (x%is_dev()) call x%sync()
if (y%is_dev()) call y%sync()
if ((beta /= dzero) .and. (z%is_dev())) call z%sync()
do i = 1, n
z%v(i) = alpha * x%v(i) * y%v(i) + beta * z%v(i)
end do
call z%set_host()
end select
end subroutine d_oacc_mlt_v_2
end subroutine d_oacc_mlt_v_2
end submodule d_oacc_mlt_v_2_impl

@ -1,185 +1,346 @@
module psb_d_oacc_csr_mat_mod
use iso_c_binding
use psb_d_mat_mod
use psb_d_oacc_vect_mod
!use oaccsparse_mod
integer(psb_ipk_), parameter, private :: is_host = -1
integer(psb_ipk_), parameter, private :: is_sync = 0
integer(psb_ipk_), parameter, private :: is_dev = 1
type, extends(psb_d_csr_sparse_mat) :: psb_d_oacc_csr_sparse_mat
integer(psb_ipk_) :: devstate = is_host
contains
procedure, pass(a) :: all => d_oacc_csr_all
procedure, pass(a) :: is_host => d_oacc_csr_is_host
procedure, pass(a) :: is_sync => d_oacc_csr_is_sync
procedure, pass(a) :: is_dev => d_oacc_csr_is_dev
procedure, pass(a) :: set_host => d_oacc_csr_set_host
procedure, pass(a) :: set_sync => d_oacc_csr_set_sync
procedure, pass(a) :: set_dev => d_oacc_csr_set_dev
procedure, pass(a) :: sync_space => d_oacc_csr_sync_space
procedure, pass(a) :: sync => d_oacc_csr_sync
procedure, pass(a) :: vect_mv => psb_d_oacc_csr_vect_mv
end type psb_d_oacc_csr_sparse_mat
interface
subroutine psb_d_oacc_csr_vect_mv(alpha, a, x, beta, y, info, trans)
import :: psb_d_oacc_csr_sparse_mat, psb_dpk_, psb_d_base_vect_type, psb_ipk_
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta
class(psb_d_base_vect_type), intent(inout) :: x, y
integer(psb_ipk_), intent(out) :: info
character, optional, intent(in) :: trans
end subroutine psb_d_oacc_csr_vect_mv
end interface
use iso_c_binding
use psb_d_mat_mod
use psb_d_oacc_vect_mod
!use oaccsparse_mod
integer(psb_ipk_), parameter, private :: is_host = -1
integer(psb_ipk_), parameter, private :: is_sync = 0
integer(psb_ipk_), parameter, private :: is_dev = 1
type, extends(psb_d_csr_sparse_mat) :: psb_d_oacc_csr_sparse_mat
integer(psb_ipk_) :: devstate = is_host
contains
procedure, nopass :: get_fmt => d_oacc_csr_get_fmt
procedure, pass(a) :: sizeof => d_oacc_csr_sizeof
procedure, pass(a) :: vect_mv => psb_d_oacc_csr_vect_mv
procedure, pass(a) :: in_vect_sv => psb_d_oacc_csr_inner_vect_sv
procedure, pass(a) :: csmm => psb_d_oacc_csr_csmm
procedure, pass(a) :: csmv => psb_d_oacc_csr_csmv
procedure, pass(a) :: scals => psb_d_oacc_csr_scals
procedure, pass(a) :: scalv => psb_d_oacc_csr_scal
procedure, pass(a) :: reallocate_nz => psb_d_oacc_csr_reallocate_nz
procedure, pass(a) :: allocate_mnnz => psb_d_oacc_csr_allocate_mnnz
procedure, pass(a) :: cp_from_coo => psb_d_oacc_csr_cp_from_coo
procedure, pass(a) :: cp_from_fmt => psb_d_oacc_csr_cp_from_fmt
procedure, pass(a) :: mv_from_coo => psb_d_oacc_csr_mv_from_coo
procedure, pass(a) :: mv_from_fmt => psb_d_oacc_csr_mv_from_fmt
procedure, pass(a) :: free => d_oacc_csr_free
procedure, pass(a) :: mold => psb_d_oacc_csr_mold
procedure, pass(a) :: all => d_oacc_csr_all
procedure, pass(a) :: is_host => d_oacc_csr_is_host
procedure, pass(a) :: is_sync => d_oacc_csr_is_sync
procedure, pass(a) :: is_dev => d_oacc_csr_is_dev
procedure, pass(a) :: set_host => d_oacc_csr_set_host
procedure, pass(a) :: set_sync => d_oacc_csr_set_sync
procedure, pass(a) :: set_dev => d_oacc_csr_set_dev
procedure, pass(a) :: sync_space => d_oacc_csr_sync_space
procedure, pass(a) :: sync => d_oacc_csr_sync
end type psb_d_oacc_csr_sparse_mat
interface
module subroutine psb_d_oacc_csr_mold(a,b,info)
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
class(psb_d_base_sparse_mat), intent(inout), allocatable :: b
integer(psb_ipk_), intent(out) :: info
end subroutine psb_d_oacc_csr_mold
end interface
interface
module subroutine psb_d_oacc_csr_cp_from_fmt(a,b,info)
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
class(psb_d_base_sparse_mat), intent(in) :: b
integer(psb_ipk_), intent(out) :: info
end subroutine psb_d_oacc_csr_cp_from_fmt
end interface
interface
module subroutine psb_d_oacc_csr_mv_from_coo(a,b,info)
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
class(psb_d_coo_sparse_mat), intent(inout) :: b
integer(psb_ipk_), intent(out) :: info
end subroutine psb_d_oacc_csr_mv_from_coo
end interface
interface
module subroutine psb_d_oacc_csr_mv_from_fmt(a,b,info)
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
class(psb_d_base_sparse_mat), intent(inout) :: b
integer(psb_ipk_), intent(out) :: info
end subroutine psb_d_oacc_csr_mv_from_fmt
end interface
interface
module subroutine psb_d_oacc_csr_vect_mv(alpha, a, x, beta, y, info, trans)
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta
class(psb_d_base_vect_type), intent(inout) :: x, y
integer(psb_ipk_), intent(out) :: info
character, optional, intent(in) :: trans
end subroutine psb_d_oacc_csr_vect_mv
end interface
interface
module subroutine psb_d_oacc_csr_inner_vect_sv(alpha, a, x, beta, y, info, trans)
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta
class(psb_d_base_vect_type), intent(inout) :: x,y
integer(psb_ipk_), intent(out) :: info
character, optional, intent(in) :: trans
end subroutine psb_d_oacc_csr_inner_vect_sv
end interface
interface
module subroutine psb_d_oacc_csr_csmm(alpha, a, x, beta, y, info, trans)
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta, x(:,:)
real(psb_dpk_), intent(inout) :: y(:,:)
integer(psb_ipk_), intent(out) :: info
character, optional, intent(in) :: trans
end subroutine psb_d_oacc_csr_csmm
end interface
interface
module subroutine psb_d_oacc_csr_csmv(alpha, a, x, beta, y, info, trans)
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
real(psb_dpk_), intent(in) :: alpha, beta, x(:)
real(psb_dpk_), intent(inout) :: y(:)
integer(psb_ipk_), intent(out) :: info
character, optional, intent(in) :: trans
end subroutine psb_d_oacc_csr_csmv
end interface
interface
module subroutine psb_d_oacc_csr_scals(d, a, info)
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
real(psb_dpk_), intent(in) :: d
integer(psb_ipk_), intent(out) :: info
end subroutine psb_d_oacc_csr_scals
end interface
interface
module subroutine psb_d_oacc_csr_scal(d,a,info,side)
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
real(psb_dpk_), intent(in) :: d(:)
integer(psb_ipk_), intent(out) :: info
character, optional, intent(in) :: side
end subroutine psb_d_oacc_csr_scal
end interface
interface
module subroutine psb_d_oacc_csr_reallocate_nz(nz,a)
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
integer(psb_ipk_), intent(in) :: nz
end subroutine psb_d_oacc_csr_reallocate_nz
end interface
interface
module subroutine psb_d_oacc_csr_allocate_mnnz(m,n,a,nz)
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
integer(psb_ipk_), intent(in) :: m,n
integer(psb_ipk_), intent(in), optional :: nz
end subroutine psb_d_oacc_csr_allocate_mnnz
end interface
interface
module subroutine psb_d_oacc_csr_cp_from_coo(a,b,info)
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
class(psb_d_coo_sparse_mat), intent(in) :: b
integer(psb_ipk_), intent(out) :: info
end subroutine psb_d_oacc_csr_cp_from_coo
end interface
contains
subroutine d_oacc_csr_all(m, n, nz, a, info)
implicit none
integer(psb_ipk_), intent(in) :: m, n, nz
class(psb_d_oacc_csr_sparse_mat), intent(out) :: a
integer(psb_ipk_), intent(out) :: info
info = 0
if (allocated(a%val)) then
!$acc exit data delete(a%val) finalize
deallocate(a%val, stat=info)
end if
if (allocated(a%ja)) then
!$acc exit data delete(a%ja) finalize
deallocate(a%ja, stat=info)
end if
if (allocated(a%irp)) then
!$acc exit data delete(a%irp) finalize
deallocate(a%irp, stat=info)
end if
call a%set_nrows(m)
call a%set_ncols(n)
allocate(a%val(nz),stat=info)
allocate(a%ja(nz),stat=info)
allocate(a%irp(m+1),stat=info)
if (info == 0) call a%set_host()
if (info == 0) call a%sync_space()
end subroutine d_oacc_csr_all
function d_oacc_csr_is_host(a) result(res)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
logical :: res
res = (a%devstate == is_host)
end function d_oacc_csr_is_host
function d_oacc_csr_is_sync(a) result(res)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
logical :: res
res = (a%devstate == is_sync)
end function d_oacc_csr_is_sync
function d_oacc_csr_is_dev(a) result(res)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
logical :: res
res = (a%devstate == is_dev)
end function d_oacc_csr_is_dev
subroutine d_oacc_csr_set_host(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
a%devstate = is_host
end subroutine d_oacc_csr_set_host
subroutine d_oacc_csr_set_sync(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
a%devstate = is_sync
end subroutine d_oacc_csr_set_sync
subroutine d_oacc_csr_set_dev(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
a%devstate = is_dev
end subroutine d_oacc_csr_set_dev
subroutine d_oacc_csr_sync_space(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
if (allocated(a%val)) then
call d_oacc_create_dev(a%val)
end if
if (allocated(a%ja)) then
call i_oacc_create_dev(a%ja)
end if
if (allocated(a%irp)) then
call i_oacc_create_dev(a%irp)
end if
contains
subroutine d_oacc_create_dev(v)
implicit none
real(psb_dpk_), intent(in) :: v(:)
!$acc enter data copyin(v)
end subroutine d_oacc_create_dev
subroutine i_oacc_create_dev(v)
implicit none
integer(psb_ipk_), intent(in) :: v(:)
!$acc enter data copyin(v)
end subroutine i_oacc_create_dev
end subroutine d_oacc_csr_sync_space
subroutine d_oacc_csr_sync(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), target, intent(in) :: a
class(psb_d_oacc_csr_sparse_mat), pointer :: tmpa
integer(psb_ipk_) :: info
tmpa => a
if (a%is_dev()) then
call d_oacc_csr_to_host(a%val)
call i_oacc_csr_to_host(a%ja)
call i_oacc_csr_to_host(a%irp)
else if (a%is_host()) then
call d_oacc_csr_to_dev(a%val)
call i_oacc_csr_to_dev(a%ja)
call i_oacc_csr_to_dev(a%irp)
end if
call tmpa%set_sync()
end subroutine d_oacc_csr_sync
subroutine d_oacc_csr_to_dev(v)
implicit none
real(psb_dpk_), intent(in) :: v(:)
!$acc update device(v)
end subroutine d_oacc_csr_to_dev
subroutine d_oacc_csr_to_host(v)
implicit none
real(psb_dpk_), intent(in) :: v(:)
!$acc update self(v)
end subroutine d_oacc_csr_to_host
subroutine i_oacc_csr_to_dev(v)
implicit none
integer(psb_ipk_), intent(in) :: v(:)
!$acc update device(v)
end subroutine i_oacc_csr_to_dev
subroutine i_oacc_csr_to_host(v)
implicit none
integer(psb_ipk_), intent(in) :: v(:)
!$acc update self(v)
end subroutine i_oacc_csr_to_host
subroutine d_oacc_csr_free(a)
use psb_base_mod
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
integer(psb_ipk_) :: info
if (allocated(a%val)) then
!$acc exit data delete(a%val)
end if
if (allocated(a%ja)) then
!$acc exit data delete(a%ja)
end if
if (allocated(a%irp)) then
!$acc exit data delete(a%irp)
end if
call a%psb_d_csr_sparse_mat%free()
return
end subroutine d_oacc_csr_free
function d_oacc_csr_sizeof(a) result(res)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
integer(psb_epk_) :: res
if (a%is_dev()) call a%sync()
res = 8
res = res + psb_sizeof_dp * size(a%val)
res = res + psb_sizeof_ip * size(a%irp)
res = res + psb_sizeof_ip * size(a%ja)
end function d_oacc_csr_sizeof
function d_oacc_csr_get_fmt() result(res)
implicit none
character(len=5) :: res
res = 'CSR_oacc'
end function d_oacc_csr_get_fmt
subroutine d_oacc_csr_all(m, n, nz, a, info)
implicit none
integer(psb_ipk_), intent(in) :: m, n, nz
class(psb_d_oacc_csr_sparse_mat), intent(out) :: a
integer(psb_ipk_), intent(out) :: info
info = 0
if (allocated(a%val)) then
!$acc exit data delete(a%val) finalize
deallocate(a%val, stat=info)
end if
if (allocated(a%ja)) then
!$acc exit data delete(a%ja) finalize
deallocate(a%ja, stat=info)
end if
if (allocated(a%irp)) then
!$acc exit data delete(a%irp) finalize
deallocate(a%irp, stat=info)
end if
call a%set_nrows(m)
call a%set_ncols(n)
allocate(a%val(nz),stat=info)
allocate(a%ja(nz),stat=info)
allocate(a%irp(m+1),stat=info)
if (info == 0) call a%set_host()
if (info == 0) call a%sync_space()
end subroutine d_oacc_csr_all
function d_oacc_csr_is_host(a) result(res)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
logical :: res
res = (a%devstate == is_host)
end function d_oacc_csr_is_host
function d_oacc_csr_is_sync(a) result(res)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
logical :: res
res = (a%devstate == is_sync)
end function d_oacc_csr_is_sync
function d_oacc_csr_is_dev(a) result(res)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(in) :: a
logical :: res
res = (a%devstate == is_dev)
end function d_oacc_csr_is_dev
subroutine d_oacc_csr_set_host(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
a%devstate = is_host
end subroutine d_oacc_csr_set_host
subroutine d_oacc_csr_set_sync(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
a%devstate = is_sync
end subroutine d_oacc_csr_set_sync
subroutine d_oacc_csr_set_dev(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
a%devstate = is_dev
end subroutine d_oacc_csr_set_dev
subroutine d_oacc_csr_sync_space(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), intent(inout) :: a
if (allocated(a%val)) then
call d_oacc_create_dev(a%val)
end if
if (allocated(a%ja)) then
call i_oacc_create_dev(a%ja)
end if
if (allocated(a%irp)) then
call i_oacc_create_dev(a%irp)
end if
contains
subroutine d_oacc_create_dev(v)
implicit none
real(psb_dpk_), intent(in) :: v(:)
!$acc enter data copyin(v)
end subroutine d_oacc_create_dev
subroutine i_oacc_create_dev(v)
implicit none
integer(psb_ipk_), intent(in) :: v(:)
!$acc enter data copyin(v)
end subroutine i_oacc_create_dev
end subroutine d_oacc_csr_sync_space
subroutine d_oacc_csr_sync(a)
implicit none
class(psb_d_oacc_csr_sparse_mat), target, intent(in) :: a
class(psb_d_oacc_csr_sparse_mat), pointer :: tmpa
integer(psb_ipk_) :: info
tmpa => a
if (a%is_dev()) then
call d_oacc_csr_to_host(a%val)
call i_oacc_csr_to_host(a%ja)
call i_oacc_csr_to_host(a%irp)
else if (a%is_host()) then
call d_oacc_csr_to_dev(a%val)
call i_oacc_csr_to_dev(a%ja)
call i_oacc_csr_to_dev(a%irp)
end if
call tmpa%set_sync()
end subroutine d_oacc_csr_sync
subroutine d_oacc_csr_to_dev(v)
implicit none
real(psb_dpk_), intent(in) :: v(:)
!$acc update device(v)
end subroutine d_oacc_csr_to_dev
subroutine d_oacc_csr_to_host(v)
implicit none
real(psb_dpk_), intent(in) :: v(:)
!$acc update self(v)
end subroutine d_oacc_csr_to_host
subroutine i_oacc_csr_to_dev(v)
implicit none
integer(psb_ipk_), intent(in) :: v(:)
!$acc update device(v)
end subroutine i_oacc_csr_to_dev
subroutine i_oacc_csr_to_host(v)
implicit none
integer(psb_ipk_), intent(in) :: v(:)
!$acc update self(v)
end subroutine i_oacc_csr_to_host
end module psb_d_oacc_csr_mat_mod

@ -49,8 +49,8 @@ module psb_d_oacc_vect_mod
procedure, pass(z) :: abgdxyz => d_oacc_abgdxyz
procedure, pass(y) :: mlt_a => d_oacc_mlt_a
procedure, pass(z) :: mlt_a_2 => d_oacc_mlt_a_2
procedure, pass(y) :: mlt_v => d_oacc_mlt_v
procedure, pass(z) :: mlt_v_2 => d_oacc_mlt_v_2
procedure, pass(y) :: mlt_v => psb_d_oacc_mlt_v
procedure, pass(z) :: mlt_v_2 => psb_d_oacc_mlt_v_2
procedure, pass(x) :: scal => d_oacc_scal
procedure, pass(x) :: nrm2 => d_oacc_nrm2
procedure, pass(x) :: amax => d_oacc_amax
@ -63,19 +63,17 @@ module psb_d_oacc_vect_mod
real(psb_dpk_), allocatable :: v1(:),v2(:),p(:)
interface
subroutine d_oacc_mlt_v(x, y, info)
import
module subroutine psb_d_oacc_mlt_v(x, y, info)
implicit none
class(psb_d_base_vect_type), intent(inout) :: x
class(psb_d_vect_oacc), intent(inout) :: y
integer(psb_ipk_), intent(out) :: info
end subroutine d_oacc_mlt_v
end subroutine psb_d_oacc_mlt_v
end interface
interface
subroutine d_oacc_mlt_v_2(alpha, x, y, beta, z, info, conjgx, conjgy)
import
module subroutine psb_d_oacc_mlt_v_2(alpha, x, y, beta, z, info, conjgx, conjgy)
implicit none
real(psb_dpk_), intent(in) :: alpha, beta
class(psb_d_base_vect_type), intent(inout) :: x
@ -83,7 +81,7 @@ module psb_d_oacc_vect_mod
class(psb_d_vect_oacc), intent(inout) :: z
integer(psb_ipk_), intent(out) :: info
character(len=1), intent(in), optional :: conjgx, conjgy
end subroutine d_oacc_mlt_v_2
end subroutine psb_d_oacc_mlt_v_2
end interface
contains

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