Program f11db_a1w_fe
! F11DB_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: f11da_a1w_f, f11db_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_ir_zero_adjoints &
, 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) :: dtol
Integer :: i, ifail, j, la, lfill, liwork, n, &
nnz, nnzc, npivm
Character (1) :: check, milu, pstrat, trans
! .. Local Arrays ..
Type (nagad_a1w_w_rtype), Allocatable :: a(:), x(:), y(:)
Real (Kind=nag_wp), Allocatable :: ar(:), dxdy(:,:), xr(:), yr(:)
Integer, Allocatable :: icol(:), idiag(:), ipivp(:), &
ipivq(:), irow(:), istr(:), iwork(:)
! .. Executable Statements ..
Write (nout,*) 'F11DB_A1W_F Example Program Results'
Write (nout,*)
! Skip heading in data file
Read (nin,*)
! Read order of matrix and number of nonzero entries
Read (nin,*) n
Read (nin,*) nnz
la = 2*nnz
liwork = 7*n + 2
Allocate (a(la),x(n),y(n),icol(la),idiag(n),ipivp(n),ipivq(n),irow(la), &
istr(n+1),iwork(liwork))
Allocate (ar(la),xr(n),yr(n),dxdy(n,n))
! Read the matrix A
Do i = 1, nnz
Read (nin,*) ar(i), irow(i), icol(i)
End Do
a = ar
! Read the vector y
Read (nin,*) yr(1:n)
y = yr
! 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(y)
! Calculate LU factorization
lfill = -1
dtol = 0.E0_nag_wp
pstrat = 'C'
milu = 'N'
! ifail: behaviour on error exit
! =0 for hard exit, =1 for quiet-soft, =-1 for noisy-soft
ifail = 0
Call f11da_a1w_f(ad_handle,n,nnz,a,la,irow,icol,lfill,dtol,pstrat,milu, &
ipivp,ipivq,istr,idiag,nnzc,npivm,iwork,liwork,ifail)
! Check value of npivm
If (npivm>0) Then
Write (nout,*) 'Factorization is not complete'
Else
! Solve P L D U x = y
trans = 'N'
check = 'C'
ifail = 0
Call f11db_a1w_f(ad_handle,trans,n,a,la,irow,icol,ipivp,ipivq,istr, &
idiag,check,y,x,ifail)
! Output results
Write (nout,*) ' Solution of linear system'
Write (nout,'(E16.4)') x(1:n)%value
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(x(i),1.0_nag_wp)
ifail = 0
Call nagad_a1w_ir_interpret_adjoint_sparse(ifail)
! Get derivatives
Do j = 1, n
dxdy(i,j) = nagad_a1w_get_derivative(y(j))
End Do
End Do
Call x04caf('General',' ',n,n,dxdy,n,' dx(i)/dy(j)',ifail)
End If
! Remove computational data object and tape
Call x10ab_a1w_f(ad_handle,ifail)
Call nagad_a1w_ir_remove
End Program f11db_a1w_fe