Program f03ba_a1w_fe
! F03BA_A1W_F Example Program Text
! Mark 29.3 Release. NAG Copyright 2023.
! .. Use Statements ..
Use iso_c_binding, Only: c_ptr
Use nagad_library, Only: f03ba_a1w_f, f07ad_a1w_f, &
nagad_a1w_get_derivative, &
nagad_a1w_inc_derivative, &
nagad_a1w_ir_interpret_adjoint_sparse, &
nagad_a1w_ir_register_variable, &
nagad_a1w_ir_remove, nagad_a1w_w_rtype, &
x10aa_a1w_f, x10ab_a1w_f, x10za_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
Type (nagad_a1w_w_rtype) :: d
Integer :: i, id, ifail, j, lda, n
! .. Local Arrays ..
Type (nagad_a1w_w_rtype), Allocatable :: a(:,:), a_in(:,:)
Real (Kind=nag_wp), Allocatable :: ar(:,:)
Integer, Allocatable :: ipiv(:)
! .. Executable Statements ..
Write (nout,*) 'F03BA_A1W_F Example Program Results'
! Skip heading in data file
Read (nin,*)
Read (nin,*) n
lda = n
Allocate (a(lda,n),ar(lda,n),a_in(lda,n),ipiv(n))
Read (nin,*)(ar(i,1:n),i=1,n)
a_in = ar
! Create AD tape
Call x10za_a1w_f
! 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(a_in)
a = a_in
! LU Factorize A
! The NAG name equivalent of dgetrf is f07adf
ifail = 0
Call f07ad_a1w_f(ad_handle,n,n,a,lda,ipiv,ifail)
Write (nout,*)
Flush (nout)
ar = a
ifail = 0
Call x04caf('G','N',n,n,ar,lda,'Array A after factorization',ifail)
Write (nout,*)
Write (nout,*) 'Pivots'
Write (nout,99999) ipiv(1:n)
Write (nout,*)
Flush (nout)
ifail = 0
Call f03ba_a1w_f(ad_handle,n,a,lda,ipiv,d,id,ifail)
Write (nout,99998) d%value, id
Write (nout,*)
Write (nout,99997) d%value*2.0_nag_wp**id
99999 Format (1X,8(1X,I13))
99998 Format (1X,'D = ',F13.5,' ID = ',I12)
99997 Format (1X,'Value of determinant = ',E13.5)
Write (nout,*)
Write (nout,*) ' Derivatives calculated: First order adjoints'
Write (nout,*) ' Computational mode : algorithmic'
Write (nout,*)
Write (nout,*) ' Derivatives of scaled determinant of A w.r.t. A'
Write (nout,*)
! Setup evaluation of derivatives via adjoints
Call nagad_a1w_inc_derivative(d,1.0_nag_wp)
ifail = 0
Call nagad_a1w_ir_interpret_adjoint_sparse(ifail)
! Get derivatives
Do i = 1, n
Do j = 1, n
ar(i,j) = nagad_a1w_get_derivative(a_in(i,j))
End Do
End Do
Call x04caf('General',' ',n,n,ar,n,' d(d)/da',ifail)
! Remove computational data object and tape
Call x10ab_a1w_f(ad_handle,ifail)
Call nagad_a1w_ir_remove
End Program f03ba_a1w_fe