Program f07aa_a1w_fe
! F07AA_A1W_F Example Program Text
! Mark 28.3 Release. NAG Copyright 2022.
! .. Use Statements ..
Use iso_c_binding, Only: c_ptr
Use nagad_library, Only: f07aa_a1w_f, nagad_a1w_get_derivative, &
nagad_a1w_inc_derivative, &
nagad_a1w_ir_create => x10za_a1w_f, &
nagad_a1w_ir_interpret_adjoint_sparse, &
nagad_a1w_ir_register_variable, &
nagad_a1w_ir_remove, nagad_a1w_ir_zero_adjoints &
, nagad_a1w_w_rtype, x10aa_a1w_f, x10ab_a1w_f, &
Assignment (=)
Use nag_library, Only: nag_wp, x04caf
! .. Implicit None Statement ..
Implicit None
! .. Parameters ..
Integer, Parameter :: nin = 5, nout = 6
! .. Local Scalars ..
Type (c_ptr) :: ad_handle
Integer :: i, ifail, j, lwork, n, nrhs
! .. Local Arrays ..
Type (nagad_a1w_w_rtype), Allocatable :: a(:,:), a_in(:,:), b(:,:), &
b_in(:,:)
Real (Kind=nag_wp), Allocatable :: ar(:,:), br(:,:), dxdb(:,:)
Integer, Allocatable :: ipiv(:)
! .. Executable Statements ..
Write (nout,*) 'F07AA_A1W_F Example Program Results'
! Skip heading in data file
Read (nin,*)
Read (nin,*) n, nrhs
lwork = 64*n
Allocate (a(n,n),a_in(n,n),ipiv(n))
Allocate (b(n,nrhs),b_in(n,nrhs))
Allocate (ar(n,n),br(n,nrhs),dxdb(n,n))
! Read A from data file
Read (nin,*)(ar(i,1:n),i=1,n)
a_in = ar
! Read B from data file
Read (nin,*)(br(i,1:nrhs),i=1,n)
b_in = br
! Create AD tape
Call nagad_a1w_ir_create
! Create AD configuration data object
ifail = 0
Call x10aa_a1w_f(ad_handle,ifail)
! Register variables to differentiate w.r.t.
Call nagad_a1w_ir_register_variable(b_in)
a = a_in
b = b_in
! Solve system
Call f07aa_a1w_f(ad_handle,n,nrhs,a,n,ipiv,b,n,ifail)
! Print solution
br(1:n,1:nrhs) = b(1:n,1:nrhs)%value
! ifail: behaviour on error exit
! =0 for hard exit, =1 for quiet-soft, =-1 for noisy-soft
ifail = 0
Call x04caf('General',' ',n,nrhs,br,n,'Solution',ifail)
Write (nout,*)
Write (nout,*) ' Derivatives calculated: First order adjoints'
Write (nout,*) ' Computational mode : algorithmic'
Write (nout,*)
Write (nout,*) ' Derivatives of solution X w.r.t. RHS B (A inverse)'
Write (nout,*)
! Setup evaluation of derivatives via adjoints
Do i = 1, n
Call nagad_a1w_ir_zero_adjoints
Call nagad_a1w_inc_derivative(b(i,1),1.0_nag_wp)
ifail = 0
Call nagad_a1w_ir_interpret_adjoint_sparse(ifail)
! Get derivatives
Do j = 1, n
dxdb(i,j) = nagad_a1w_get_derivative(b_in(j,1))
End Do
End Do
Call x04caf('General',' ',n,n,dxdb,n,' dx(i,1)/db(j,1)',ifail)
! Remove computational data object and tape
Call x10ab_a1w_f(ad_handle,ifail)
Call nagad_a1w_ir_remove
End Program f07aa_a1w_fe