Merge branch 'prepare-transposed-FFTW' into 'development'

Prepare transposed fftw

See merge request damask/DAMASK!611
This commit is contained in:
Daniel Otto de Mentock 2022-08-01 09:50:51 +00:00
commit ddbc854b04
1 changed files with 182 additions and 153 deletions

View File

@ -32,23 +32,26 @@ module spectral_utilities
!--------------------------------------------------------------------------------------------------
! grid related information
real(pReal), protected, public :: wgt !< weighting factor 1/Nelems
integer, protected, public :: cells1Red !< cells(1)/2
real(pReal), protected, public, dimension(3) :: scaledGeomSize !< scaled geometry size for calculation of divergence
real(pReal), protected, public :: wgt !< weighting factor 1/Nelems
real(pReal), protected, public, dimension(3) :: scaledGeomSize !< scaled geometry size for calculation of divergence
integer :: &
cells1Red, & !< cells(1)/2+1
cells2, & !< (local) cells in 2nd direction
cells2Offset !< (local) cells offset in 2nd direction
!--------------------------------------------------------------------------------------------------
! variables storing information for spectral method and FFTW
real(C_DOUBLE), public, dimension(:,:,:,:,:), pointer :: tensorField_real !< tensor field in real space
real(C_DOUBLE), public, dimension(:,:,:,:), pointer :: vectorField_real !< vector field in real space
real(C_DOUBLE), public, dimension(:,:,:), pointer :: scalarField_real !< scalar field in real space
complex(C_DOUBLE_COMPLEX), dimension(:,:,:,:,:), pointer :: tensorField_fourier !< tensor field in Fourier space
complex(C_DOUBLE_COMPLEX), dimension(:,:,:,:), pointer :: vectorField_fourier !< tensor field in Fourier space
complex(C_DOUBLE_COMPLEX), dimension(:,:,:), pointer :: scalarField_fourier !< tensor field in Fourier space
complex(pReal), dimension(:,:,:,:,:,:,:), allocatable :: gamma_hat !< gamma operator (field) for spectral method
complex(pReal), dimension(:,:,:,:), allocatable :: xi1st !< wave vector field for first derivatives
complex(pReal), dimension(:,:,:,:), allocatable :: xi2nd !< wave vector field for second derivatives
real(pReal), dimension(3,3,3,3) :: C_ref !< mechanic reference stiffness
real(C_DOUBLE), public, dimension(:,:,:,:,:), pointer :: tensorField_real !< tensor field in real space
real(C_DOUBLE), public, dimension(:,:,:,:), pointer :: vectorField_real !< vector field in real space
real(C_DOUBLE), public, dimension(:,:,:), pointer :: scalarField_real !< scalar field in real space
complex(C_DOUBLE_COMPLEX), dimension(:,:,:,:,:), pointer :: tensorField_fourier !< tensor field in Fourier space
complex(C_DOUBLE_COMPLEX), dimension(:,:,:,:), pointer :: vectorField_fourier !< vector field in Fourier space
complex(C_DOUBLE_COMPLEX), dimension(:,:,:), pointer :: scalarField_fourier !< scalar field in Fourier space
complex(pReal), dimension(:,:,:,:,:,:,:), allocatable :: gamma_hat !< gamma operator (field) for spectral method
complex(pReal), dimension(:,:,:,:), allocatable :: xi1st !< wave vector field for first derivatives
complex(pReal), dimension(:,:,:,:), allocatable :: xi2nd !< wave vector field for second derivatives
real(pReal), dimension(3,3,3,3) :: C_ref !< mechanic reference stiffness
!--------------------------------------------------------------------------------------------------
@ -151,11 +154,15 @@ subroutine spectral_utilities_init()
FFTW_planner_flag
integer, dimension(3) :: k_s
type(C_PTR) :: &
tensorField, & !< field containing data for FFTW in real and fourier space (in place)
vectorField, & !< field containing data for FFTW in real space when debugging FFTW (no in place)
scalarField !< field containing data for FFTW in real space when debugging FFTW (no in place)
tensorField, & !< tensor data for FFTW in real and Fourier space (in-place)
vectorField, & !< vector data for FFTW in real and Fourier space (in-place)
scalarField !< scalar data for FFTW in real and Fourier space (in-place)
integer(C_INTPTR_T), dimension(3) :: cellsFFTW
integer(C_INTPTR_T) :: N, z, devNull
integer(C_INTPTR_T) :: N, &
cells3FFTW, & !< # of cells in 3. dim on current process in real space
cells3_offset, & !< offset for cells in 3. dim on current process in real space
cells2FFTW, & !< # of cells in 2. dim on current process in Fourier space
cells2_offset !< offset for cells in 2. dim on curren process in Fourier space
integer(C_INTPTR_T), parameter :: &
vectorSize = 3_C_INTPTR_T, &
tensorSize = 9_C_INTPTR_T
@ -163,7 +170,7 @@ subroutine spectral_utilities_init()
PETSCDEBUG = ' -snes_view -snes_monitor '
class(tNode) , pointer :: &
num_grid, &
debug_grid ! pointer to grid debug options
debug_grid ! pointer to grid debug options
print'(/,1x,a)', '<<<+- spectral_utilities init -+>>>'
@ -229,16 +236,16 @@ subroutine spectral_utilities_init()
do j = 1, 3
if (j /= minloc(geomSize,1) .and. j /= maxloc(geomSize,1)) &
scaledGeomSize = geomSize/geomSize(j)
enddo
end do
elseif (num%divergence_correction == 2) then
do j = 1, 3
if ( j /= int(minloc(geomSize/real(cells,pReal),1)) &
.and. j /= int(maxloc(geomSize/real(cells,pReal),1))) &
scaledGeomSize = geomSize/geomSize(j)*real(cells(j),pReal)
enddo
end do
else
scaledGeomSize = geomSize
endif
end if
select case(IO_lc(num_grid%get_asString('fftw_plan_mode',defaultVal='FFTW_MEASURE')))
case('fftw_estimate') ! ordered from slow execution (but fast plan creation) to fast execution
@ -261,51 +268,58 @@ subroutine spectral_utilities_init()
print'(/,1x,a)', 'FFTW initialized'; flush(IO_STDOUT)
!--------------------------------------------------------------------------------------------------
! allocation
allocate (xi1st (3,cells1Red,cells(2),cells3),source = cmplx(0.0_pReal,0.0_pReal,pReal)) ! frequencies for first derivatives, only half the size for first dimension
allocate (xi2nd (3,cells1Red,cells(2),cells3),source = cmplx(0.0_pReal,0.0_pReal,pReal)) ! frequencies for second derivatives, only half the size for first dimension
cellsFFTW = int(cells,C_INTPTR_T)
N = fftw_mpi_local_size_many(3,[cellsFFTW(3),cellsFFTW(2),cellsFFTW(1)/2_C_INTPTR_T+1_C_INTPTR_T],&
tensorSize,FFTW_MPI_DEFAULT_BLOCK,PETSC_COMM_WORLD,z,devNull)
if (int(z) /= cells3) error stop 'domain decomposition mismatch (tensor)'
N = fftw_mpi_local_size_many_transposed(3,[cellsFFTW(3),cellsFFTW(2),int(cells1Red,C_INTPTR_T)], &
tensorSize,FFTW_MPI_DEFAULT_BLOCK,FFTW_MPI_DEFAULT_BLOCK,PETSC_COMM_WORLD, &
cells3FFTW,cells3_offset,cells2FFTW,cells2_offset)
cells2 = int(cells2FFTW)
cells2Offset = int(cells2_offset)
if (int(cells3FFTW) /= cells3) error stop 'domain decomposition mismatch (tensor, real space)'
tensorField = fftw_alloc_complex(N)
call c_f_pointer(tensorField,tensorField_real, &
[3_C_INTPTR_T,3_C_INTPTR_T,2_C_INTPTR_T*(cellsFFTW(1)/2_C_INTPTR_T+1_C_INTPTR_T),cellsFFTW(2),z])
[3_C_INTPTR_T,3_C_INTPTR_T,int(cells1Red*2,C_INTPTR_T),cellsFFTW(2),cells3FFTW])
call c_f_pointer(tensorField,tensorField_fourier, &
[3_C_INTPTR_T,3_C_INTPTR_T, cellsFFTW(1)/2_C_INTPTR_T+1_C_INTPTR_T, cellsFFTW(2),z])
[3_C_INTPTR_T,3_C_INTPTR_T,int(cells1Red, C_INTPTR_T),cellsFFTW(3),cells2FFTW])
N = fftw_mpi_local_size_many(3,[cellsFFTW(3),cellsFFTW(2),cellsFFTW(1)/2_C_INTPTR_T+1_C_INTPTR_T],&
vectorSize,FFTW_MPI_DEFAULT_BLOCK,PETSC_COMM_WORLD,z,devNull)
if (int(z) /= cells3) error stop 'domain decomposition mismatch (vector)'
N = fftw_mpi_local_size_many_transposed(3,[cellsFFTW(3),cellsFFTW(2),int(cells1Red,C_INTPTR_T)], &
vectorSize,FFTW_MPI_DEFAULT_BLOCK,FFTW_MPI_DEFAULT_BLOCK,PETSC_COMM_WORLD, &
cells3FFTW,cells3_offset,cells2FFTW,cells2_offset)
if (int(cells3FFTW) /= cells3) error stop 'domain decomposition mismatch (vector, real space)'
if (int(cells2FFTW) /= cells2) error stop 'domain decomposition mismatch (vector, Fourier space)'
vectorField = fftw_alloc_complex(N)
call c_f_pointer(vectorField,vectorField_real, &
[3_C_INTPTR_T,2_C_INTPTR_T*(cellsFFTW(1)/2_C_INTPTR_T+1_C_INTPTR_T),cellsFFTW(2),z])
[3_C_INTPTR_T,int(cells1Red*2,C_INTPTR_T),cellsFFTW(2),cells3FFTW])
call c_f_pointer(vectorField,vectorField_fourier, &
[3_C_INTPTR_T, cellsFFTW(1)/2_C_INTPTR_T+1_C_INTPTR_T, cellsFFTW(2),z])
[3_C_INTPTR_T,int(cells1Red, C_INTPTR_T),cellsFFTW(3),cells2FFTW])
N = fftw_mpi_local_size_3d(cellsFFTW(3),cellsFFTW(2),cellsFFTW(1)/2_C_INTPTR_T+1_C_INTPTR_T,&
PETSC_COMM_WORLD,z,devNull)
if (int(z) /= cells3) error stop 'domain decomposition mismatch (scalar)'
N = fftw_mpi_local_size_3d_transposed(cellsFFTW(3),cellsFFTW(2),int(cells1Red,C_INTPTR_T), &
PETSC_COMM_WORLD,cells3FFTW,cells3_offset,cells2FFTW,cells2_offset)
if (int(cells3FFTW) /= cells3) error stop 'domain decomposition mismatch (scalar, real space)'
if (int(cells2FFTW) /= cells2) error stop 'domain decomposition mismatch (scalar, Fourier space)'
scalarField = fftw_alloc_complex(N)
call c_f_pointer(scalarField,scalarField_real, &
[2_C_INTPTR_T*(cellsFFTW(1)/2_C_INTPTR_T+1_C_INTPTR_T),cellsFFTW(2),z])
[int(cells1Red*2,C_INTPTR_T),cellsFFTW(2),cells3FFTW])
call c_f_pointer(scalarField,scalarField_fourier, &
[ cellsFFTW(1)/2_C_INTPTR_T+1_C_INTPTR_T, cellsFFTW(2),z])
[int(cells1Red, C_INTPTR_T),cellsFFTW(3),cells2FFTW])
!--------------------------------------------------------------------------------------------------
! allocation
allocate (xi1st (3,cells1Red,cells(3),cells2),source = cmplx(0.0_pReal,0.0_pReal,pReal)) ! frequencies for first derivatives, only half the size for first dimension
allocate (xi2nd (3,cells1Red,cells(3),cells2),source = cmplx(0.0_pReal,0.0_pReal,pReal)) ! frequencies for second derivatives, only half the size for first dimension
!--------------------------------------------------------------------------------------------------
! tensor MPI fftw plans
planTensorForth = fftw_mpi_plan_many_dft_r2c(3,cellsFFTW(3:1:-1),tensorSize, &
FFTW_MPI_DEFAULT_BLOCK,FFTW_MPI_DEFAULT_BLOCK, &
tensorField_real,tensorField_fourier, &
PETSC_COMM_WORLD,FFTW_planner_flag)
PETSC_COMM_WORLD,FFTW_planner_flag+FFTW_MPI_TRANSPOSED_OUT)
if (.not. c_associated(planTensorForth)) error stop 'FFTW error r2c tensor'
planTensorBack = fftw_mpi_plan_many_dft_c2r(3,cellsFFTW(3:1:-1),tensorSize, &
FFTW_MPI_DEFAULT_BLOCK,FFTW_MPI_DEFAULT_BLOCK, &
tensorField_fourier,tensorField_real, &
PETSC_COMM_WORLD,FFTW_planner_flag)
PETSC_COMM_WORLD,FFTW_planner_flag+FFTW_MPI_TRANSPOSED_IN)
if (.not. c_associated(planTensorBack)) error stop 'FFTW error c2r tensor'
!--------------------------------------------------------------------------------------------------
@ -313,49 +327,49 @@ subroutine spectral_utilities_init()
planVectorForth = fftw_mpi_plan_many_dft_r2c(3,cellsFFTW(3:1:-1),vectorSize, &
FFTW_MPI_DEFAULT_BLOCK,FFTW_MPI_DEFAULT_BLOCK, &
vectorField_real,vectorField_fourier, &
PETSC_COMM_WORLD,FFTW_planner_flag)
PETSC_COMM_WORLD,FFTW_planner_flag+FFTW_MPI_TRANSPOSED_OUT)
if (.not. c_associated(planVectorForth)) error stop 'FFTW error r2c vector'
planVectorBack = fftw_mpi_plan_many_dft_c2r(3,cellsFFTW(3:1:-1),vectorSize, &
FFTW_MPI_DEFAULT_BLOCK,FFTW_MPI_DEFAULT_BLOCK, &
vectorField_fourier,vectorField_real, &
PETSC_COMM_WORLD,FFTW_planner_flag)
PETSC_COMM_WORLD,FFTW_planner_flag+FFTW_MPI_TRANSPOSED_IN)
if (.not. c_associated(planVectorBack)) error stop 'FFTW error c2r vector'
!--------------------------------------------------------------------------------------------------
! scalar MPI fftw plans
planScalarForth = fftw_mpi_plan_dft_r2c_3d(cellsFFTW(3),cellsFFTW(2),cellsFFTW(1), &
scalarField_real,scalarField_fourier, &
PETSC_COMM_WORLD,FFTW_planner_flag)
PETSC_COMM_WORLD,FFTW_planner_flag+FFTW_MPI_TRANSPOSED_OUT)
if (.not. c_associated(planScalarForth)) error stop 'FFTW error r2c scalar'
planScalarBack = fftw_mpi_plan_dft_c2r_3d(cellsFFTW(3),cellsFFTW(2),cellsFFTW(1), &
scalarField_fourier,scalarField_real, &
PETSC_COMM_WORLD,FFTW_planner_flag)
PETSC_COMM_WORLD,FFTW_planner_flag+FFTW_MPI_TRANSPOSED_IN)
if (.not. c_associated(planScalarBack)) error stop 'FFTW error c2r scalar'
!--------------------------------------------------------------------------------------------------
! calculation of discrete angular frequencies, ordered as in FFTW (wrap around)
do k = cells3Offset+1, cells3Offset+cells3
k_s(3) = k - 1
if (k > cells(3)/2 + 1) k_s(3) = k_s(3) - cells(3) ! running from 0,1,...,N/2,N/2+1,-N/2,-N/2+1,...,-1
do j = 1, cells(2)
k_s(2) = j - 1
if (j > cells(2)/2 + 1) k_s(2) = k_s(2) - cells(2) ! running from 0,1,...,N/2,N/2+1,-N/2,-N/2+1,...,-1
do j = cells2Offset+1, cells2Offset+cells2
k_s(2) = j - 1
if (j > cells(2)/2 + 1) k_s(2) = k_s(2) - cells(2) ! running from 0,1,...,N/2,N/2+1,-N/2,-N/2+1,...,-1
do k = 1, cells(3)
k_s(3) = k - 1
if (k > cells(3)/2 + 1) k_s(3) = k_s(3) - cells(3) ! running from 0,1,...,N/2,N/2+1,-N/2,-N/2+1,...,-1
do i = 1, cells1Red
k_s(1) = i - 1 ! symmetry, junst running from 0,1,...,N/2,N/2+1
xi2nd(1:3,i,j,k-cells3Offset) = utilities_getFreqDerivative(k_s)
xi2nd(1:3,i,k,j-cells2Offset) = utilities_getFreqDerivative(k_s)
where(mod(cells,2)==0 .and. [i,j,k] == cells/2+1 .and. &
spectral_derivative_ID == DERIVATIVE_CONTINUOUS_ID) ! for even grids, set the Nyquist Freq component to 0.0
xi1st(1:3,i,j,k-cells3Offset) = cmplx(0.0_pReal,0.0_pReal,pReal)
xi1st(1:3,i,k,j-cells2Offset) = cmplx(0.0_pReal,0.0_pReal,pReal)
elsewhere
xi1st(1:3,i,j,k-cells3Offset) = xi2nd(1:3,i,j,k-cells3Offset)
xi1st(1:3,i,k,j-cells2Offset) = xi2nd(1:3,i,k,j-cells2Offset)
endwhere
enddo; enddo; enddo
end do; end do; end do
if (num%memory_efficient) then ! allocate just single fourth order tensor
allocate (gamma_hat(3,3,3,3,1,1,1), source = cmplx(0.0_pReal,0.0_pReal,pReal))
else ! precalculation of gamma_hat field
allocate (gamma_hat(3,3,3,3,cells1Red,cells(2),cells3), source = cmplx(0.0_pReal,0.0_pReal,pReal))
endif
allocate (gamma_hat(3,3,3,3,cells1Red,cells(3),cells2), source = cmplx(0.0_pReal,0.0_pReal,pReal))
end if
call selfTest()
@ -383,18 +397,18 @@ subroutine utilities_updateGamma(C)
if (.not. num%memory_efficient) then
gamma_hat = cmplx(0.0_pReal,0.0_pReal,pReal) ! for the singular point and any non invertible A
!$OMP PARALLEL DO PRIVATE(l,m,n,o,temp33_cmplx,xiDyad_cmplx,A,A_inv,err)
do k = cells3Offset+1, cells3Offset+cells3; do j = 1, cells(2); do i = 1, cells1Red
do j = cells2Offset+1, cells2Offset+cells2; do k = 1, cells(3); do i = 1, cells1Red
if (any([i,j,k] /= 1)) then ! singular point at xi=(0.0,0.0,0.0) i.e. i=j=k=1
#ifndef __INTEL_COMPILER
do concurrent(l = 1:3, m = 1:3)
xiDyad_cmplx(l,m) = conjg(-xi1st(l,i,j,k-cells3Offset))*xi1st(m,i,j,k-cells3Offset)
xiDyad_cmplx(l,m) = conjg(-xi1st(l,i,k,j-cells2Offset))*xi1st(m,i,k,j-cells2Offset)
end do
do concurrent(l = 1:3, m = 1:3)
temp33_cmplx(l,m) = sum(cmplx(C_ref(l,1:3,m,1:3),0.0_pReal,pReal)*xiDyad_cmplx)
end do
#else
forall(l = 1:3, m = 1:3) &
xiDyad_cmplx(l,m) = conjg(-xi1st(l,i,j,k-cells3Offset))*xi1st(m,i,j,k-cells3Offset)
xiDyad_cmplx(l,m) = conjg(-xi1st(l,i,k,j-cells2Offset))*xi1st(m,i,k,j-cells2Offset)
forall(l = 1:3, m = 1:3) &
temp33_cmplx(l,m) = sum(cmplx(C_ref(l,1:3,m,1:3),0.0_pReal,pReal)*xiDyad_cmplx)
#endif
@ -405,17 +419,17 @@ subroutine utilities_updateGamma(C)
temp33_cmplx = cmplx(A_inv(1:3,1:3),A_inv(1:3,4:6),pReal)
#ifndef __INTEL_COMPILER
do concurrent(l=1:3, m=1:3, n=1:3, o=1:3)
gamma_hat(l,m,n,o,i,j,k-cells3Offset) = temp33_cmplx(l,n) * xiDyad_cmplx(o,m)
gamma_hat(l,m,n,o,i,k,j-cells2Offset) = temp33_cmplx(l,n) * xiDyad_cmplx(o,m)
end do
#else
forall(l=1:3, m=1:3, n=1:3, o=1:3) &
gamma_hat(l,m,n,o,i,j,k-cells3Offset) = temp33_cmplx(l,n) * xiDyad_cmplx(o,m)
gamma_hat(l,m,n,o,i,k,j-cells2Offset) = temp33_cmplx(l,n) * xiDyad_cmplx(o,m)
#endif
end if
end if
end do; end do; end do
!$OMP END PARALLEL DO
endif
end if
end subroutine utilities_updateGamma
@ -516,18 +530,18 @@ subroutine utilities_fourierGammaConvolution(fieldAim)
! do the actual spectral method calculation (mechanical equilibrium)
memoryEfficient: if (num%memory_efficient) then
!$OMP PARALLEL DO PRIVATE(l,m,n,o,temp33_cmplx,xiDyad_cmplx,A,A_inv,err,gamma_hat)
do k = 1, cells3; do j = 1, cells(2); do i = 1, cells1Red
if (any([i,j,k+cells3Offset] /= 1)) then ! singular point at xi=(0.0,0.0,0.0) i.e. i=j=k=1
do j = 1, cells2; do k = 1, cells(3); do i = 1, cells1Red
if (any([i,j+cells2Offset,k] /= 1)) then ! singular point at xi=(0.0,0.0,0.0) i.e. i=j=k=1
#ifndef __INTEL_COMPILER
do concurrent(l = 1:3, m = 1:3)
xiDyad_cmplx(l,m) = conjg(-xi1st(l,i,j,k))*xi1st(m,i,j,k)
xiDyad_cmplx(l,m) = conjg(-xi1st(l,i,k,j))*xi1st(m,i,k,j)
end do
do concurrent(l = 1:3, m = 1:3)
temp33_cmplx(l,m) = sum(cmplx(C_ref(l,1:3,m,1:3),0.0_pReal,pReal)*xiDyad_cmplx)
end do
#else
forall(l = 1:3, m = 1:3) &
xiDyad_cmplx(l,m) = conjg(-xi1st(l,i,j,k))*xi1st(m,i,j,k)
xiDyad_cmplx(l,m) = conjg(-xi1st(l,i,k,j))*xi1st(m,i,k,j)
forall(l = 1:3, m = 1:3) &
temp33_cmplx(l,m) = sum(cmplx(C_ref(l,1:3,m,1:3),0.0_pReal,pReal)*xiDyad_cmplx)
#endif
@ -541,33 +555,33 @@ subroutine utilities_fourierGammaConvolution(fieldAim)
gamma_hat(l,m,n,o,1,1,1) = temp33_cmplx(l,n)*xiDyad_cmplx(o,m)
end do
do concurrent(l = 1:3, m = 1:3)
temp33_cmplx(l,m) = sum(gamma_hat(l,m,1:3,1:3,1,1,1)*tensorField_fourier(1:3,1:3,i,j,k))
temp33_cmplx(l,m) = sum(gamma_hat(l,m,1:3,1:3,1,1,1)*tensorField_fourier(1:3,1:3,i,k,j))
end do
#else
forall(l=1:3, m=1:3, n=1:3, o=1:3) &
gamma_hat(l,m,n,o,1,1,1) = temp33_cmplx(l,n)*xiDyad_cmplx(o,m)
forall(l = 1:3, m = 1:3) &
temp33_cmplx(l,m) = sum(gamma_hat(l,m,1:3,1:3,1,1,1)*tensorField_fourier(1:3,1:3,i,j,k))
temp33_cmplx(l,m) = sum(gamma_hat(l,m,1:3,1:3,1,1,1)*tensorField_fourier(1:3,1:3,i,k,j))
#endif
tensorField_fourier(1:3,1:3,i,j,k) = temp33_cmplx
tensorField_fourier(1:3,1:3,i,k,j) = temp33_cmplx
else
tensorField_fourier(1:3,1:3,i,j,k) = cmplx(0.0_pReal,0.0_pReal,pReal)
tensorField_fourier(1:3,1:3,i,k,j) = cmplx(0.0_pReal,0.0_pReal,pReal)
end if
end if
end do; end do; end do
!$OMP END PARALLEL DO
else memoryEfficient
!$OMP PARALLEL DO PRIVATE(l,m,temp33_cmplx)
do k = 1, cells3; do j = 1, cells(2); do i = 1,cells1Red
do j = 1, cells2; do k = 1, cells(3); do i = 1,cells1Red
#ifndef __INTEL_COMPILER
do concurrent(l = 1:3, m = 1:3)
temp33_cmplx(l,m) = sum(gamma_hat(l,m,1:3,1:3,i,j,k)*tensorField_fourier(1:3,1:3,i,j,k))
temp33_cmplx(l,m) = sum(gamma_hat(l,m,1:3,1:3,i,k,j)*tensorField_fourier(1:3,1:3,i,k,j))
end do
#else
forall(l = 1:3, m = 1:3) &
temp33_cmplx(l,m) = sum(gamma_hat(l,m,1:3,1:3,i,j,k)*tensorField_fourier(1:3,1:3,i,j,k))
temp33_cmplx(l,m) = sum(gamma_hat(l,m,1:3,1:3,i,k,j)*tensorField_fourier(1:3,1:3,i,k,j))
#endif
tensorField_fourier(1:3,1:3,i,j,k) = temp33_cmplx
tensorField_fourier(1:3,1:3,i,k,j) = temp33_cmplx
end do; end do; end do
!$OMP END PARALLEL DO
end if memoryEfficient
@ -590,12 +604,12 @@ subroutine utilities_fourierGreenConvolution(D_ref, mu_ref, Delta_t)
!--------------------------------------------------------------------------------------------------
! do the actual spectral method calculation
!$OMP PARALLEL DO PRIVATE(GreenOp_hat)
do k = 1, cells3; do j = 1, cells(2) ;do i = 1, cells1Red
do j = 1, cells2; do k = 1, cells(3); do i = 1, cells1Red
GreenOp_hat = cmplx(1.0_pReal,0.0_pReal,pReal) &
/ (cmplx(mu_ref,0.0_pReal,pReal) + cmplx(Delta_t,0.0_pReal,pReal) &
* sum(conjg(xi1st(1:3,i,j,k))* matmul(cmplx(D_ref,0.0_pReal,pReal),xi1st(1:3,i,j,k))))
scalarField_fourier(i,j,k) = scalarField_fourier(i,j,k)*GreenOp_hat
enddo; enddo; enddo
* sum(conjg(xi1st(1:3,i,k,j))* matmul(cmplx(D_ref,0.0_pReal,pReal),xi1st(1:3,i,k,j))))
scalarField_fourier(i,k,j) = scalarField_fourier(i,k,j)*GreenOp_hat
end do; end do; end do
!$OMP END PARALLEL DO
end subroutine utilities_fourierGreenConvolution
@ -610,6 +624,7 @@ real(pReal) function utilities_divergenceRMS()
integer(MPI_INTEGER_KIND) :: err_MPI
complex(pReal), dimension(3) :: rescaledGeom
print'(/,1x,a)', '... calculating divergence ................................................'
flush(IO_STDOUT)
@ -618,24 +633,24 @@ real(pReal) function utilities_divergenceRMS()
!--------------------------------------------------------------------------------------------------
! calculating RMS divergence criterion in Fourier space
utilities_divergenceRMS = 0.0_pReal
do k = 1, cells3; do j = 1, cells(2)
do j = 1, cells2; do k = 1, cells(3)
do i = 2, cells1Red -1 ! Has somewhere a conj. complex counterpart. Therefore count it twice.
utilities_divergenceRMS = utilities_divergenceRMS &
+ 2.0_pReal*(sum (real(matmul(tensorField_fourier(1:3,1:3,i,j,k), & ! (sqrt(real(a)**2 + aimag(a)**2))**2 = real(a)**2 + aimag(a)**2, i.e. do not take square root and square again
conjg(-xi1st(1:3,i,j,k))*rescaledGeom))**2) & ! --> sum squared L_2 norm of vector
+sum(aimag(matmul(tensorField_fourier(1:3,1:3,i,j,k),&
conjg(-xi1st(1:3,i,j,k))*rescaledGeom))**2))
enddo
+ 2.0_pReal*(sum (real(matmul(tensorField_fourier(1:3,1:3,i,k,j), & ! (sqrt(real(a)**2 + aimag(a)**2))**2 = real(a)**2 + aimag(a)**2, i.e. do not take square root and square again
conjg(-xi1st(1:3,i,k,j))*rescaledGeom))**2) & ! --> sum squared L_2 norm of vector
+sum(aimag(matmul(tensorField_fourier(1:3,1:3,i,k,j),&
conjg(-xi1st(1:3,i,k,j))*rescaledGeom))**2))
end do
utilities_divergenceRMS = utilities_divergenceRMS & ! these two layers (DC and Nyquist) do not have a conjugate complex counterpart (if cells(1) /= 1)
+ sum( real(matmul(tensorField_fourier(1:3,1:3,1 ,j,k), &
conjg(-xi1st(1:3,1,j,k))*rescaledGeom))**2) &
+ sum(aimag(matmul(tensorField_fourier(1:3,1:3,1 ,j,k), &
conjg(-xi1st(1:3,1,j,k))*rescaledGeom))**2) &
+ sum( real(matmul(tensorField_fourier(1:3,1:3,cells1Red,j,k), &
conjg(-xi1st(1:3,cells1Red,j,k))*rescaledGeom))**2) &
+ sum(aimag(matmul(tensorField_fourier(1:3,1:3,cells1Red,j,k), &
conjg(-xi1st(1:3,cells1Red,j,k))*rescaledGeom))**2)
enddo; enddo
+ sum( real(matmul(tensorField_fourier(1:3,1:3,1 ,k,j), &
conjg(-xi1st(1:3,1,k,j))*rescaledGeom))**2) &
+ sum(aimag(matmul(tensorField_fourier(1:3,1:3,1 ,k,j), &
conjg(-xi1st(1:3,1,k,j))*rescaledGeom))**2) &
+ sum( real(matmul(tensorField_fourier(1:3,1:3,cells1Red,k,j), &
conjg(-xi1st(1:3,cells1Red,k,j))*rescaledGeom))**2) &
+ sum(aimag(matmul(tensorField_fourier(1:3,1:3,cells1Red,k,j), &
conjg(-xi1st(1:3,cells1Red,k,j))*rescaledGeom))**2)
end do; end do
if (cells(1) == 1) utilities_divergenceRMS = utilities_divergenceRMS * 0.5_pReal ! counted twice in case of cells(1) == 1
call MPI_Allreduce(MPI_IN_PLACE,utilities_divergenceRMS,1_MPI_INTEGER_KIND,MPI_DOUBLE,MPI_SUM,MPI_COMM_WORLD,err_MPI)
if (err_MPI /= 0_MPI_INTEGER_KIND) error stop 'MPI error'
@ -663,40 +678,40 @@ real(pReal) function utilities_curlRMS()
! calculating max curl criterion in Fourier space
utilities_curlRMS = 0.0_pReal
do k = 1, cells3; do j = 1, cells(2);
do j = 1, cells2; do k = 1, cells(3);
do i = 2, cells1Red - 1
do l = 1, 3
curl_fourier(l,1) = (+tensorField_fourier(l,3,i,j,k)*xi1st(2,i,j,k)*rescaledGeom(2) &
-tensorField_fourier(l,2,i,j,k)*xi1st(3,i,j,k)*rescaledGeom(3))
curl_fourier(l,2) = (+tensorField_fourier(l,1,i,j,k)*xi1st(3,i,j,k)*rescaledGeom(3) &
-tensorField_fourier(l,3,i,j,k)*xi1st(1,i,j,k)*rescaledGeom(1))
curl_fourier(l,3) = (+tensorField_fourier(l,2,i,j,k)*xi1st(1,i,j,k)*rescaledGeom(1) &
-tensorField_fourier(l,1,i,j,k)*xi1st(2,i,j,k)*rescaledGeom(2))
enddo
curl_fourier(l,1) = (+tensorField_fourier(l,3,i,k,j)*xi1st(2,i,k,j)*rescaledGeom(2) &
-tensorField_fourier(l,2,i,k,j)*xi1st(3,i,k,j)*rescaledGeom(3))
curl_fourier(l,2) = (+tensorField_fourier(l,1,i,k,j)*xi1st(3,i,k,j)*rescaledGeom(3) &
-tensorField_fourier(l,3,i,k,j)*xi1st(1,i,k,j)*rescaledGeom(1))
curl_fourier(l,3) = (+tensorField_fourier(l,2,i,k,j)*xi1st(1,i,k,j)*rescaledGeom(1) &
-tensorField_fourier(l,1,i,k,j)*xi1st(2,i,k,j)*rescaledGeom(2))
end do
utilities_curlRMS = utilities_curlRMS &
+2.0_pReal*sum(curl_fourier%re**2+curl_fourier%im**2) ! Has somewhere a conj. complex counterpart. Therefore count it twice.
enddo
end do
do l = 1, 3
curl_fourier = (+tensorField_fourier(l,3,1,j,k)*xi1st(2,1,j,k)*rescaledGeom(2) &
-tensorField_fourier(l,2,1,j,k)*xi1st(3,1,j,k)*rescaledGeom(3))
curl_fourier = (+tensorField_fourier(l,1,1,j,k)*xi1st(3,1,j,k)*rescaledGeom(3) &
-tensorField_fourier(l,3,1,j,k)*xi1st(1,1,j,k)*rescaledGeom(1))
curl_fourier = (+tensorField_fourier(l,2,1,j,k)*xi1st(1,1,j,k)*rescaledGeom(1) &
-tensorField_fourier(l,1,1,j,k)*xi1st(2,1,j,k)*rescaledGeom(2))
enddo
curl_fourier = (+tensorField_fourier(l,3,1,k,j)*xi1st(2,1,k,j)*rescaledGeom(2) &
-tensorField_fourier(l,2,1,k,j)*xi1st(3,1,k,j)*rescaledGeom(3))
curl_fourier = (+tensorField_fourier(l,1,1,k,j)*xi1st(3,1,k,j)*rescaledGeom(3) &
-tensorField_fourier(l,3,1,k,j)*xi1st(1,1,k,j)*rescaledGeom(1))
curl_fourier = (+tensorField_fourier(l,2,1,k,j)*xi1st(1,1,k,j)*rescaledGeom(1) &
-tensorField_fourier(l,1,1,k,j)*xi1st(2,1,k,j)*rescaledGeom(2))
end do
utilities_curlRMS = utilities_curlRMS &
+ sum(curl_fourier%re**2 + curl_fourier%im**2) ! this layer (DC) does not have a conjugate complex counterpart (if cells(1) /= 1)
do l = 1, 3
curl_fourier = (+tensorField_fourier(l,3,cells1Red,j,k)*xi1st(2,cells1Red,j,k)*rescaledGeom(2) &
-tensorField_fourier(l,2,cells1Red,j,k)*xi1st(3,cells1Red,j,k)*rescaledGeom(3))
curl_fourier = (+tensorField_fourier(l,1,cells1Red,j,k)*xi1st(3,cells1Red,j,k)*rescaledGeom(3) &
-tensorField_fourier(l,3,cells1Red,j,k)*xi1st(1,cells1Red,j,k)*rescaledGeom(1))
curl_fourier = (+tensorField_fourier(l,2,cells1Red,j,k)*xi1st(1,cells1Red,j,k)*rescaledGeom(1) &
-tensorField_fourier(l,1,cells1Red,j,k)*xi1st(2,cells1Red,j,k)*rescaledGeom(2))
enddo
curl_fourier = (+tensorField_fourier(l,3,cells1Red,k,j)*xi1st(2,cells1Red,k,j)*rescaledGeom(2) &
-tensorField_fourier(l,2,cells1Red,k,j)*xi1st(3,cells1Red,k,j)*rescaledGeom(3))
curl_fourier = (+tensorField_fourier(l,1,cells1Red,k,j)*xi1st(3,cells1Red,k,j)*rescaledGeom(3) &
-tensorField_fourier(l,3,cells1Red,k,j)*xi1st(1,cells1Red,k,j)*rescaledGeom(1))
curl_fourier = (+tensorField_fourier(l,2,cells1Red,k,j)*xi1st(1,cells1Red,k,j)*rescaledGeom(1) &
-tensorField_fourier(l,1,cells1Red,k,j)*xi1st(2,cells1Red,k,j)*rescaledGeom(2))
end do
utilities_curlRMS = utilities_curlRMS &
+ sum(curl_fourier%re**2 + curl_fourier%im**2) ! this layer (Nyquist) does not have a conjugate complex counterpart (if cells(1) /= 1)
enddo; enddo
end do; end do
call MPI_Allreduce(MPI_IN_PLACE,utilities_curlRMS,1_MPI_INTEGER_KIND,MPI_DOUBLE,MPI_SUM,MPI_COMM_WORLD,err_MPI)
if (err_MPI /= 0_MPI_INTEGER_KIND) error stop 'MPI error'
@ -738,11 +753,11 @@ function utilities_maskedCompliance(rot_BC,mask_stress,C)
print'(/,1x,a,/,8(9(2x,f12.7,1x)/),9(2x,f12.7,1x))', &
'Stiffness C (load) / GPa =', transpose(temp99_Real)*1.0e-9_pReal
flush(IO_STDOUT)
endif
end if
do i = 1,9; do j = 1,9
mask(i,j) = mask_stressVector(i) .and. mask_stressVector(j)
enddo; enddo
end do; end do
c_reduced = reshape(pack(temp99_Real,mask),[size_reduced,size_reduced])
allocate(s_reduced,mold = c_reduced)
@ -759,11 +774,11 @@ function utilities_maskedCompliance(rot_BC,mask_stress,C)
print trim(formatString), 'C * S (load) ', transpose(matmul(c_reduced,s_reduced))
print trim(formatString), 'S (load) ', transpose(s_reduced)
if (errmatinv) error stop 'matrix inversion error'
endif
end if
temp99_real = reshape(unpack(reshape(s_reduced,[size_reduced**2]),reshape(mask,[81]),0.0_pReal),[9,9])
else
temp99_real = 0.0_pReal
endif
end if
utilities_maskedCompliance = math_99to3333(temp99_Real)
@ -771,7 +786,7 @@ function utilities_maskedCompliance(rot_BC,mask_stress,C)
print'(/,1x,a,/,9(9(2x,f10.5,1x)/),9(2x,f10.5,1x))', &
'Masked Compliance (load) * GPa =', transpose(temp99_Real)*1.0e9_pReal
flush(IO_STDOUT)
endif
end if
end function utilities_maskedCompliance
@ -784,8 +799,8 @@ subroutine utilities_fourierScalarGradient()
integer :: i, j, k
do k = 1, cells3; do j = 1, cells(2); do i = 1,cells1Red
vectorField_fourier(1:3,i,j,k) = scalarField_fourier(i,j,k)*xi1st(1:3,i,j,k) ! ToDo: no -conjg?
do j = 1, cells2; do k = 1, cells(3); do i = 1,cells1Red
vectorField_fourier(1:3,i,k,j) = scalarField_fourier(i,k,j)*xi1st(1:3,i,k,j) ! ToDo: no -conjg?
end do; end do; end do
end subroutine utilities_fourierScalarGradient
@ -796,8 +811,7 @@ end subroutine utilities_fourierScalarGradient
!--------------------------------------------------------------------------------------------------
subroutine utilities_fourierVectorDivergence()
scalarField_fourier(1:cells1Red,1:cells(2),1:cells3) = sum(vectorField_fourier(1:3,1:cells1Red,1:cells(2),1:cells3) &
scalarField_fourier(1:cells1Red,1:cells(3),1:cells2) = sum(vectorField_fourier(1:3,1:cells1Red,1:cells(3),1:cells2) &
*conjg(-xi1st),1)
end subroutine utilities_fourierVectorDivergence
@ -810,10 +824,9 @@ subroutine utilities_fourierVectorGradient()
integer :: i, j, k, m, n
do k = 1, cells3; do j = 1, cells(2); do i = 1,cells1Red
do j = 1, cells2; do k = 1, cells(3); do i = 1,cells1Red
do m = 1, 3; do n = 1, 3
tensorField_fourier(m,n,i,j,k) = vectorField_fourier(m,i,j,k)*xi1st(n,i,j,k)
tensorField_fourier(m,n,i,k,j) = vectorField_fourier(m,i,k,j)*xi1st(n,i,k,j)
end do; end do
end do; end do; end do
@ -827,9 +840,8 @@ subroutine utilities_fourierTensorDivergence()
integer :: i, j, k
do k = 1, cells3; do j = 1, cells(2); do i = 1,cells1Red
vectorField_fourier(:,i,j,k) = matmul(tensorField_fourier(:,:,i,j,k),conjg(-xi1st(:,i,j,k)))
do j = 1, cells2; do k = 1, cells(3); do i = 1,cells1Red
vectorField_fourier(:,i,k,j) = matmul(tensorField_fourier(:,:,i,k,j),conjg(-xi1st(:,i,k,j)))
end do; end do; end do
end subroutine utilities_fourierTensorDivergence
@ -885,12 +897,12 @@ subroutine utilities_constitutiveResponse(P,P_av,C_volAvg,C_minmaxAvg,&
if (dPdF_norm_max < sum(homogenization_dPdF(1:3,1:3,1:3,1:3,i)**2)) then
dPdF_max = homogenization_dPdF(1:3,1:3,1:3,1:3,i)
dPdF_norm_max = sum(homogenization_dPdF(1:3,1:3,1:3,1:3,i)**2)
endif
end if
if (dPdF_norm_min > sum(homogenization_dPdF(1:3,1:3,1:3,1:3,i)**2)) then
dPdF_min = homogenization_dPdF(1:3,1:3,1:3,1:3,i)
dPdF_norm_min = sum(homogenization_dPdF(1:3,1:3,1:3,1:3,i)**2)
endif
enddo
end if
end do
valueAndRank = [dPdF_norm_max,real(worldrank,pReal)]
call MPI_Allreduce(MPI_IN_PLACE,valueAndRank,1_MPI_INTEGER_KIND,MPI_2DOUBLE_PRECISION,MPI_MAXLOC,MPI_COMM_WORLD,err_MPI)
@ -953,20 +965,22 @@ function utilities_forwardField(Delta_t,field_lastInc,rate,aim)
rate !< rate by which to forward
real(pReal), intent(in), optional, dimension(3,3) :: &
aim !< average field value aim
real(pReal), dimension(3,3,cells(1),cells(2),cells3) :: &
utilities_forwardField
real(pReal), dimension(3,3) :: fieldDiff !< <a + adot*t> - aim
real(pReal), dimension(3,3) :: fieldDiff !< <a + adot*t> - aim
integer(MPI_INTEGER_KIND) :: err_MPI
utilities_forwardField = field_lastInc + rate*Delta_t
if (present(aim)) then !< correct to match average
fieldDiff = sum(sum(sum(utilities_forwardField,dim=5),dim=4),dim=3)*wgt
call MPI_Allreduce(MPI_IN_PLACE,fieldDiff,9_MPI_INTEGER_KIND,MPI_DOUBLE,MPI_SUM,MPI_COMM_WORLD,err_MPI)
if (err_MPI /= 0_MPI_INTEGER_KIND) error stop 'MPI error'
fieldDiff = fieldDiff - aim
utilities_forwardField = utilities_forwardField - &
spread(spread(spread(fieldDiff,3,cells(1)),4,cells(2)),5,cells3)
endif
utilities_forwardField = utilities_forwardField &
- spread(spread(spread(fieldDiff,3,cells(1)),4,cells(2)),5,cells3)
end if
end function utilities_forwardField
@ -979,8 +993,10 @@ end function utilities_forwardField
pure function utilities_getFreqDerivative(k_s)
integer, intent(in), dimension(3) :: k_s !< indices of frequency
complex(pReal), dimension(3) :: utilities_getFreqDerivative
select case (spectral_derivative_ID)
case (DERIVATIVE_CONTINUOUS_ID)
utilities_getFreqDerivative = cmplx(0.0_pReal, TAU*real(k_s,pReal)/geomSize,pReal)
@ -1066,12 +1082,12 @@ subroutine utilities_updateCoords(F)
call utilities_FFTtensorForward()
!$OMP PARALLEL DO
do k = 1, cells3; do j = 1, cells(2); do i = 1, cells1Red
if (any([i,j,k+cells3Offset] /= 1)) then
vectorField_fourier(1:3,i,j,k) = matmul(tensorField_fourier(1:3,1:3,i,j,k),xi2nd(1:3,i,j,k)) &
/ sum(conjg(-xi2nd(1:3,i,j,k))*xi2nd(1:3,i,j,k)) * cmplx(wgt,0.0,pReal)
do j = 1, cells2; do k = 1, cells(3); do i = 1, cells1Red
if (any([i,j+cells2Offset,k] /= 1)) then
vectorField_fourier(1:3,i,k,j) = matmul(tensorField_fourier(1:3,1:3,i,k,j),xi2nd(1:3,i,k,j)) &
/ sum(conjg(-xi2nd(1:3,i,k,j))*xi2nd(1:3,i,k,j)) * cmplx(wgt,0.0,pReal)
else
vectorField_fourier(1:3,i,j,k) = cmplx(0.0,0.0,pReal)
vectorField_fourier(1:3,i,k,j) = cmplx(0.0,0.0,pReal)
end if
end do; end do; end do
!$OMP END PARALLEL DO
@ -1080,7 +1096,7 @@ subroutine utilities_updateCoords(F)
!--------------------------------------------------------------------------------------------------
! average F
if (cells3Offset == 0) Favg = real(tensorField_fourier(1:3,1:3,1,1,1),pReal)*wgt
if (cells3Offset == 0) Favg = tensorField_fourier(1:3,1:3,1,1,1)%re*wgt
call MPI_Bcast(Favg,9_MPI_INTEGER_KIND,MPI_DOUBLE,0_MPI_INTEGER_KIND,MPI_COMM_WORLD,err_MPI)
if (err_MPI /= 0_MPI_INTEGER_KIND) error stop 'MPI error'
@ -1114,21 +1130,21 @@ subroutine utilities_updateCoords(F)
!--------------------------------------------------------------------------------------------------
! calculate nodal displacements
nodeCoords = 0.0_pReal
do k = 0,cells3; do j = 0,cells(2); do i = 0,cells(1)
do j = 0,cells(2); do k = 0,cells3; do i = 0,cells(1)
nodeCoords(1:3,i+1,j+1,k+1) = matmul(Favg,step*(real([i,j,k+cells3Offset],pReal)))
averageFluct: do n = 1,8
me = [i+neighbor(1,n),j+neighbor(2,n),k+neighbor(3,n)]
nodeCoords(1:3,i+1,j+1,k+1) = nodeCoords(1:3,i+1,j+1,k+1) &
+ IPfluct_padded(1:3,modulo(me(1)-1,cells(1))+1,modulo(me(2)-1,cells(2))+1,me(3)+1)*0.125_pReal
enddo averageFluct
enddo; enddo; enddo
end do averageFluct
end do; end do; end do
!--------------------------------------------------------------------------------------------------
! calculate cell center displacements
do k = 1,cells3; do j = 1,cells(2); do i = 1,cells(1)
IPcoords(1:3,i,j,k) = vectorField_real(1:3,i,j,k) &
+ matmul(Favg,step*(real([i,j,k+cells3Offset],pReal)-0.5_pReal))
enddo; enddo; enddo
end do; end do; end do
call discretization_setNodeCoords(reshape(NodeCoords,[3,(cells(1)+1)*(cells(2)+1)*(cells3+1)]))
call discretization_setIPcoords (reshape(IPcoords, [3,cells(1)*cells(2)*cells3]))
@ -1144,6 +1160,7 @@ subroutine utilities_saveReferenceStiffness
integer :: &
fileUnit,ierr
if (worldrank == 0) then
print'(/,1x,a)', '... writing reference stiffness data required for restart to file .........'; flush(IO_STDOUT)
open(newunit=fileUnit, file=getSolverJobName()//'.C_ref',&
@ -1151,7 +1168,7 @@ subroutine utilities_saveReferenceStiffness
if (ierr /=0) call IO_error(100,ext_msg='could not open file '//getSolverJobName()//'.C_ref')
write(fileUnit) C_ref
close(fileUnit)
endif
end if
end subroutine utilities_saveReferenceStiffness
@ -1170,6 +1187,10 @@ subroutine selfTest()
tensorField_real(1:3,1:3,cells(1)+1:cells1Red*2,:,:) = 0.0_pReal
tensorField_real_ = tensorField_real
call utilities_FFTtensorForward()
if (worldsize==1) then
if (any(dNeq(sum(sum(sum(tensorField_real_,dim=5),dim=4),dim=3)/tensorField_fourier(:,:,1,1,1)%re,1.0_pReal,1.0e-12_pReal))) &
error stop 'tensorField avg'
endif
call utilities_FFTtensorBackward()
tensorField_real(1:3,1:3,cells(1)+1:cells1Red*2,:,:) = 0.0_pReal
if (maxval(abs(tensorField_real_ - tensorField_real))>5.0e-15_pReal) error stop 'tensorField'
@ -1178,6 +1199,10 @@ subroutine selfTest()
vectorField_real(1:3,cells(1)+1:cells1Red*2,:,:) = 0.0_pReal
vectorField_real_ = vectorField_real
call utilities_FFTvectorForward()
if (worldsize==1) then
if (any(dNeq(sum(sum(sum(vectorField_real_,dim=4),dim=3),dim=2)/vectorField_fourier(:,1,1,1)%re,1.0_pReal,1.0e-12_pReal))) &
error stop 'vector avg'
endif
call utilities_FFTvectorBackward()
vectorField_real(1:3,cells(1)+1:cells1Red*2,:,:) = 0.0_pReal
if (maxval(abs(vectorField_real_ - vectorField_real))>5.0e-15_pReal) error stop 'vectorField'
@ -1186,6 +1211,10 @@ subroutine selfTest()
scalarField_real(cells(1)+1:cells1Red*2,:,:) = 0.0_pReal
scalarField_real_ = scalarField_real
call utilities_FFTscalarForward()
if (worldsize==1) then
if (dNeq(sum(sum(sum(scalarField_real_,dim=3),dim=2),dim=1)/scalarField_fourier(1,1,1)%re,1.0_pReal,1.0e-12_pReal)) &
error stop 'scalar avg'
endif
call utilities_FFTscalarBackward()
scalarField_real(cells(1)+1:cells1Red*2,:,:) = 0.0_pReal
if (maxval(abs(scalarField_real_ - scalarField_real))>5.0e-15_pReal) error stop 'scalarField'