1
0
mirror of https://gitlab.com/scemama/qp_plugins_scemama.git synced 2024-07-26 04:37:31 +02:00
qp_plugins_scemama/devel/svdwf/saveSVD_asEZ.irp.f
2021-11-02 16:18:07 +01:00

151 lines
4.0 KiB
Fortran

program saveSVD_asEZ
BEGIN_DOC
! save SVD manually
END_DOC
implicit none
read_wf = .True.
TOUCH read_wf
call run()
end
subroutine run
implicit none
integer :: mm, nn, i_state, low_rank, lrank_min, lrank_max
integer :: i, j, k, l
double precision :: norm_psi, err_verif, err_tmp
double precision, allocatable :: U_FSVD(:,:), D_FSVD(:), Vt_FSVD(:,:), A_FSVD(:,:)
double precision, allocatable :: Uezfio(:,:,:), Dezfio(:,:), Vezfio(:,:,:)
double precision, allocatable :: US(:,:), A_TSVD(:,:)
double precision :: t0, t1, t2
call CPU_TIME(t0)
i_state = 1
mm = n_det_alpha_unique
nn = n_det_beta_unique
print *, ' matrix dimensions:', mm,'x',nn
print *, ' N det:', N_det
allocate( A_FSVD(mm,nn), U_FSVD(mm,mm), D_FSVD(min(mm,nn)), Vt_FSVD(nn,nn) )
norm_psi = 0.d0
A_FSVD(:,:) = 0.d0
do k = 1, N_det
i = psi_bilinear_matrix_rows(k)
j = psi_bilinear_matrix_columns(k)
A_FSVD(i,j) = psi_bilinear_matrix_values(k,i_state)
norm_psi += psi_bilinear_matrix_values(k,i_state) * psi_bilinear_matrix_values(k,i_state)
enddo
call svd_s( A_FSVD, size(A_FSVD,1), U_FSVD, size(U_FSVD,1), D_FSVD, Vt_FSVD, size(Vt_FSVD,1), mm, nn)
print *, ' --- Full SVD: ok --- '
call CPU_TIME(t1)
print *, (t1-t0)/60.d0, 'min'
! ------------------------------------------
!low_rank = 24
low_rank = min(mm,nn)
! US = U x SV :
allocate( US(mm,low_rank) )
US(:,:) = 0.d0
do i = 1, mm
do l = 1, low_rank
US(i,l) = U_FSVD(i,l) * D_FSVD(l)
enddo
enddo
! A_TSVD = US x Vt_FSVD
allocate( A_TSVD(mm,nn) )
A_TSVD(:,:) = 0.d0
call dgemm( 'N', 'N', mm, nn, low_rank, 1.d0 &
, US , size(US ,1) &
, Vt_FSVD, size(Vt_FSVD,1) &
, 0.d0, A_TSVD, size(A_TSVD,1) )
deallocatE(US)
! |A_FSVD-A_TSVD|
err_verif = 0.d0
do j = 1, nn
do i = 1, mm
err_tmp = A_FSVD(i,j) - A_TSVD(i,j)
err_verif = err_verif + err_tmp * err_tmp
enddo
enddo
print*, ' rank = ', low_rank
print*, ' err verif (%) = ', 100.d0 * dsqrt(err_verif/norm_psi)
deallocate( A_FSVD , A_TSVD )
! ------------------------------------------------------------------------------------------------
! set to EZFIO for a fixed low rank
allocate( Uezfio(mm,low_rank,1), Dezfio(low_rank,1), Vezfio(nn,low_rank,1))
do l = 1, low_rank
Dezfio(l,1) = D_FSVD(l)
do j = 1, mm
Uezfio(j,l,1) = U_FSVD(j,l)
enddo
do j = 1, nn
Vezfio(j,l,1) = Vt_FSVD(l,j)
enddo
enddo
deallocate( U_FSVD, D_FSVD, Vt_FSVD )
!call ezfio_set_spindeterminants_n_det(N_det)
!call ezfio_set_spindeterminants_n_states(N_states)
!call ezfio_set_spindeterminants_n_det_alpha(n_det_alpha_unique)
!call ezfio_set_spindeterminants_n_det_beta(n_det_beta_unique)
!call ezfio_set_spindeterminants_psi_coef_matrix_rows(psi_bilinear_matrix_rows)
!call ezfio_set_spindeterminants_psi_coef_matrix_columns(psi_bilinear_matrix_columns)
!call ezfio_set_spindeterminants_psi_coef_matrix_values(psi_bilinear_matrix_values)
call ezfio_set_spindeterminants_n_svd_coefs(low_rank)
call ezfio_set_spindeterminants_psi_svd_coefs(Dezfio)
deallocate( Dezfio)
! does not work for big matrices
!call ezfio_set_spindeterminants_psi_svd_alpha(Uezfio)
!call ezfio_set_spindeterminants_psi_svd_beta(Vezfio )
open(unit=11, file="u_svd.txt", action='write')
do l = 1, low_rank
do i = 1, mm
write(11,*) Uezfio(i,l,1)
enddo
enddo
close(11)
deallocate( Uezfio )
open(unit=11, file="v_svd.txt", action='write')
do l = 1, low_rank
do i = 1, nn
write(11,*) Vezfio(i,l,1)
enddo
enddo
close(11)
deallocate( Vezfio )
! ------------------------------------------------------------------------------------------------
call CPU_TIME(t2)
print *, ''
print *, ' end after'
print *, (t2-t0)/60.d0, 'min'
end