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Symmetry
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@ -137,6 +137,7 @@ END_PROVIDER
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deallocate(S)
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endif
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END_PROVIDER
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BEGIN_PROVIDER [double precision, ao_ortho_canonical_overlap, (ao_ortho_canonical_num,ao_ortho_canonical_num)]
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@ -110,7 +110,7 @@ function run() {
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[[ -n $TRAVIS ]] && skip
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qp set_file cu_nh3_4_2plus.ezfio
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qp set_mo_class --core="[1-24]" --act="[25-45]" --del="[46-87]"
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run -1862.98611018932 -1862.68751252590
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run -1862.98676507415 -1862.68809564033
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}
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@test "ClF" { # 30.3225s
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@ -50,12 +50,13 @@ subroutine create_guess
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mo_label = 'Guess'
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if (mo_guess_type == "HCore") then
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mo_coef = ao_ortho_lowdin_coef
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call restore_symmetry(ao_num,mo_num,mo_coef,size(mo_coef,1),1.d-10)
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TOUCH mo_coef
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call mo_as_eigvectors_of_mo_matrix(mo_one_e_integrals, &
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size(mo_one_e_integrals,1), &
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size(mo_one_e_integrals,2), &
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mo_label,1,.false.)
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call nullify_small_elements(ao_num, mo_num, mo_coef, size(mo_coef,1), 1.d-10)
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call restore_symmetry(ao_num,mo_num,mo_coef,size(mo_coef,1),1.d-10)
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SOFT_TOUCH mo_coef
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else if (mo_guess_type == "Huckel") then
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call huckel_guess
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@ -277,6 +277,7 @@ subroutine ao_to_mo(A_ao,LDA_ao,A_mo,LDA_mo)
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T, ao_num, &
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0.d0, A_mo, size(A_mo,1))
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call restore_symmetry(mo_num,mo_num,A_mo,size(A_mo,1),1.d-12)
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deallocate(T)
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end
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@ -18,5 +18,6 @@ BEGIN_PROVIDER [ double precision, mo_one_e_integrals,(mo_num,mo_num)]
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call ezfio_set_mo_one_e_ints_mo_one_e_integrals(mo_one_e_integrals)
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print *, 'MO one-e integrals written to disk'
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ENDIF
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call nullify_small_elements(mo_num,mo_num,mo_one_e_integrals,size(mo_one_e_integrals,1),1.d-10)
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END_PROVIDER
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@ -7,9 +7,7 @@ subroutine orthonormalize_mos
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call ortho_lowdin(mo_overlap,p,mo_num,mo_coef,m,ao_num,lin_dep_cutoff)
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call nullify_small_elements(ao_num,mo_num,mo_coef,size(mo_coef,1),1.d-10)
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enddo
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if (restore_symm) then
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call restore_symmetry(ao_num, mo_num, mo_coef, size(mo_coef,1), 1.d-10)
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endif
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call restore_symmetry(ao_num, mo_num, mo_coef, size(mo_coef,1), 1.d-10)
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SOFT_TOUCH mo_coef
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end
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@ -25,7 +25,7 @@ subroutine huckel_guess
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TOUCH Fock_matrix_ao_alpha Fock_matrix_ao_beta
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mo_coef = eigenvectors_fock_matrix_mo
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call nullify_small_elements(ao_num, mo_num, mo_coef, size(mo_coef,1), 1.d-12 )
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call restore_symmetry(ao_num,mo_num,mo_coef,size(mo_coef,1),1.d-10)
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call orthonormalize_mos
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SOFT_TOUCH mo_coef
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call save_mos
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@ -5,7 +5,7 @@ subroutine svd(A,LDA,U,LDU,D,Vt,LDVt,m,n)
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!
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! LDx : leftmost dimension of x
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!
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! Dimsneion of A is m x n
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! Dimension of A is m x n
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!
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END_DOC
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@ -24,22 +24,190 @@ subroutine svd(A,LDA,U,LDU,D,Vt,LDVt,m,n)
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! Find optimal size for temp arrays
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allocate(work(1))
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lwork = -1
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call dgesvd('S','S', m, n, A_tmp, LDA, &
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call dgesvd('A','A', m, n, A_tmp, LDA, &
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D, U, LDU, Vt, LDVt, work, lwork, info)
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! /!\ int(WORK(1)) becomes negative when WORK(1) > 2147483648
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lwork = max(int(work(1)), 5*MIN(M,N))
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deallocate(work)
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allocate(work(lwork))
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call dgesvd('S','S', m, n, A_tmp, LDA, &
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call dgesvd('A','A', m, n, A_tmp, LDA, &
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D, U, LDU, Vt, LDVt, work, lwork, info)
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deallocate(work,A_tmp)
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deallocate(A_tmp,work)
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if (info /= 0) then
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print *, info, ': SVD failed'
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stop
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endif
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do j=1,m
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do i=1,m
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if (dabs(U(i,j)) < 1.d-14) U(i,j) = 0.d0
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enddo
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enddo
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do j=1,n
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do i=1,n
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if (dabs(Vt(i,j)) < 1.d-14) Vt(i,j) = 0.d0
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enddo
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enddo
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end
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subroutine svd_symm(A,LDA,U,LDU,D,Vt,LDVt,m,n)
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implicit none
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BEGIN_DOC
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! Compute A = U.D.Vt
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!
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! LDx : leftmost dimension of x
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!
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! Dimension of A is m x n
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!
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END_DOC
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integer, intent(in) :: LDA, LDU, LDVt, m, n
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double precision, intent(in) :: A(LDA,n)
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double precision, intent(out) :: U(LDU,min(m,n))
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double precision,intent(out) :: Vt(LDVt,n)
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double precision,intent(out) :: D(min(m,n))
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double precision,allocatable :: work(:)
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integer :: info, lwork, i, j, k
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double precision,allocatable :: A_tmp(:,:)
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allocate (A_tmp(LDA,n))
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A_tmp(:,:) = A(:,:)
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! Find optimal size for temp arrays
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allocate(work(1))
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lwork = -1
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call dgesvd('A','A', m, n, A_tmp, LDA, &
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D, U, LDU, Vt, LDVt, work, lwork, info)
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! /!\ int(WORK(1)) becomes negative when WORK(1) > 2147483648
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lwork = max(int(work(1)), 5*MIN(M,N))
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deallocate(work)
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allocate(work(lwork))
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call dgesvd('A','A', m, n, A_tmp, LDA, &
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D, U, LDU, Vt, LDVt, work, lwork, info)
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deallocate(A_tmp,work)
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if (info /= 0) then
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print *, info, ': SVD failed'
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stop
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endif
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! Iterative refinement
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! --------------------
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! https://doi.org/10.1016/j.cam.2019.112512
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integer :: iter
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double precision,allocatable :: R(:,:), S(:,:), T(:,:)
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double precision,allocatable :: sigma(:), F(:,:), G(:,:)
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double precision :: alpha, beta, x, thresh
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allocate (R(m,m), S(n,n), T(m,n), sigma(m), F(m,m), G(n,n), A_tmp(m,n))
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sigma = 0.d0
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R = 0.d0
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S = 0.d0
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T = 0.d0
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F = 0.d0
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G = 0.d0
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thresh = 1.d-8
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call restore_symmetry(m,m,U,size(U,1),thresh)
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call restore_symmetry(n,n,Vt,size(Vt,1),thresh)
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do iter=1,4
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do k=1,n
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A_tmp(1:m,k) = D(k) * U(1:m,k)
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enddo
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call dgemm('N','N',m,n,n,1.d0,A_tmp,size(A_tmp,1), &
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Vt,size(Vt,1),0.d0,R,size(R,1))
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print *, maxval(dabs(R(1:m,1:n) - A(1:m,1:n)))
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call dgemm('T','N',m,m,m,-1.d0,U,size(U,1), &
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U,size(U,1),0.d0,R,size(R,1))
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do i=1,m
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R(i,i) = R(i,i) + 1.d0
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enddo
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call dgemm('N','T',n,n,n,-1.d0,Vt,size(Vt,1), &
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Vt,size(Vt,1),0.d0,S,size(S,1))
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do i=1,n
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S(i,i) = S(i,i) + 1.d0
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enddo
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call dgemm('T','N',m,n,m,1.d0,U,size(U,1), &
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A,size(A,1),0.d0,A_tmp,size(A_tmp,1))
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call dgemm('N','T',m,n,n,1.d0,A_tmp,size(A_tmp,1), &
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Vt,size(Vt,1),0.d0,T,size(T,1))
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do i=1,n
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sigma(i) = T(i,i)/(1.d0 - (R(i,i)+S(i,i))*0.5d0)
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F(i,i) = 0.5d0*R(i,i)
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G(i,i) = 0.5d0*S(i,i)
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enddo
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do j=1,n
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do i=1,n
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if (i == j) cycle
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alpha = T(i,j) + sigma(j) * R(i,j)
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beta = T(i,j) + sigma(j) * S(i,j)
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x = 1.d0 / (sigma(j)*sigma(j) - sigma(i)*sigma(i))
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F(i,j) = (alpha * sigma(j) + beta * sigma(i)) * x
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G(i,j) = (alpha * sigma(i) + beta * sigma(j)) * x
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enddo
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enddo
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do i=1,n
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x = 1.d0/sigma(i)
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do j=n+1,m
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F(i,j) = -T(j,i) * x
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enddo
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enddo
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do i=n+1,m
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do j=1,n
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F(i,j) = R(i,j) - F(j,i)
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enddo
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enddo
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do i=n+1,m
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do j=n+1,m
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F(i,j) = R(i,j)*0.5d0
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enddo
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enddo
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D(1:min(n,m)) = sigma(1:min(n,m))
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call dgemm('N','N',m,m,m,1.d0,U,size(U,1),F,size(F,1), &
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0.d0, A_tmp, size(A_tmp,1))
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do j=1,m
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do i=1,m
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U(i,j) = U(i,j) + A_tmp(i,j)
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enddo
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enddo
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call dgemm('T','N',n,n,n,1.d0,G,size(G,1),Vt,size(Vt,1), &
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0.d0, A_tmp, size(A_tmp,1))
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do j=1,n
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do i=1,n
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Vt(i,j) = Vt(i,j) + A_tmp(i,j)
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enddo
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enddo
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thresh = 0.01d0 * thresh
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call restore_symmetry(m,m,U,size(U,1),thresh)
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call restore_symmetry(n,n,Vt,size(Vt,1),thresh)
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enddo
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deallocate(A_tmp,R,S,F,G,sigma)
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end
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subroutine eigSVD(A,LDA,U,LDU,D,Vt,LDVt,m,n)
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@ -1397,6 +1565,11 @@ end
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subroutine restore_symmetry(m,n,A,LDA,thresh)
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implicit none
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BEGIN_DOC
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! Tries to find the matrix elements that are the same, and sets them
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! to the average value.
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! If restore_symm is False, only nullify small elements
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END_DOC
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integer, intent(in) :: m,n,LDA
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double precision, intent(inout) :: A(LDA,n)
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double precision, intent(in) :: thresh
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@ -1406,6 +1579,16 @@ subroutine restore_symmetry(m,n,A,LDA,thresh)
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thresh2 = dsqrt(thresh)
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call nullify_small_elements(m,n,A,LDA,thresh)
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if (.not.restore_symm) then
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return
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endif
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! TODO: Costs O(n^4), but can be improved to (2 n^2 * log(n)):
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! - copy all values in a 1D array
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! - sort 1D array
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! - average nearby elements
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! - for all elements, find matching value in the sorted 1D array
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allocate(done(m,n))
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do j=1,n
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