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spclibs/examples/ppde3d.f90
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ppde3d.f90
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!>
!> @file ppde3d.f90
!>
!> @brief
!>
!> @copyright
!> Copyright (©) 2021 EPFL (Ecole Polytechnique Fédérale de Lausanne)
!> SPC (Swiss Plasma Center)
!>
!> spclibs is free software: you can redistribute it and/or modify it under
!> the terms of the GNU Lesser General Public License as published by the Free
!> Software Foundation, either version 3 of the License, or (at your option)
!> any later version.
!>
!> spclibs is distributed in the hope that it will be useful, but WITHOUT ANY
!> WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
!> FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
!>
!> You should have received a copy of the GNU Lesser General Public License
!> along with this program. If not, see <https://www.gnu.org/licenses/>.
!>
!> @authors
!> (in alphabetical order)
!> @author Trach-Minh Tran <trach-minh.tran@epfl.ch>
!>
PROGRAM main
!
! Solving the following 3d PDE using splines:
!
! -d/dx[x d/dx]f - 1/x[d/dy]^2 f = 4(m+1)x^(m+1)cos(my)cos(z)^n, with f(x=1,y) = 0
! exact solution: f(x,y) = (1-x^2) x^m cos(my)cos(z)^n
!
USE futils
USE fft
USE pputils2, ONLY : pptransp
USE ppde3d_mod
!
IMPLICIT NONE
!
CHARACTER(len=128) :: infile="ppde3d.in"
INTEGER :: l
INTEGER :: nx, ny, nz, nidbas(3), ngauss(3), mbess, npow, nterms
INTEGER :: startz, endz, nzloc
INTEGER :: start_rank, end_rank, nrank_loc
LOGICAL :: nlppform
INTEGER :: i, j, k, kk, ij, dimx, dimy, dimz, nrank, kl, ku
INTEGER :: jder(3), it
DOUBLE PRECISION :: pi, coefx(5)
DOUBLE PRECISION :: dy, dz
DOUBLE PRECISION, DIMENSION(:), ALLOCATABLE :: xgrid, ygrid, zgrid
DOUBLE PRECISION, DIMENSION(:), ALLOCATABLE :: fftmass
DOUBLE PRECISION, DIMENSION(:,:), ALLOCATABLE :: rhs, sol, rhs_t
DOUBLE COMPLEX, DIMENSION(:,:), ALLOCATABLE :: crhs_t
!
TYPE(spline2d1d), TARGET :: splxyz
TYPE(spline2d), POINTER :: splxy
TYPE(spline1d) :: splz
TYPE(gbmat) :: mat
!
CHARACTER(len=128) :: file='ppde3d.h5'
INTEGER :: fid
DOUBLE PRECISION, DIMENSION(:), ALLOCATABLE :: arr
DOUBLE PRECISION, DIMENSION(:,:,:), ALLOCATABLE :: bcoef, solcal, solana, errsol
DOUBLE PRECISION :: seconds, mem, dopla
DOUBLE PRECISION :: t0, tmat, tfact, tsolv, tgrid, gflops1, gflops2
INTEGER :: nits=500
!
INTEGER, PARAMETER :: npart=10000000
INTEGER :: nploc
DOUBLE PRECISION, DIMENSION(npart) :: xp, yp, zp, fp_calc, fp_anal
DOUBLE PRECISION zsuml, zsumg, errnorm2
!
NAMELIST /newrun/ nx, ny, nz, nidbas, ngauss, mbess, npow, nlppform, coefx
!===========================================================================
! 1.0 Prologue
!
! Init MPI
!
CALL mpi_init(ierr)
CALL mpi_comm_size(MPI_COMM_WORLD, npes, ierr)
CALL mpi_comm_rank(MPI_COMM_WORLD, me, ierr)
!
! Get input file name from command argument
!
IF( COMMAND_ARGUMENT_COUNT() .EQ. 1 ) THEN
CALL GET_COMMAND_ARGUMENT(1, infile, l, ierr)
END IF
!
! Read in data specific to run
!
nx = 8 ! Number of intervals in x
ny = 8 ! Number of intervals in y
nz = 8 ! Number of intervals in z
nidbas = (/3,3,3/) ! Degree of splines
ngauss = (/4,4, 4/) ! Number of Gauss points/interval
mbess = 2 ! Exponent of differential problem
npow = 2 ! Exponent of differential problem
nterms = 2 ! Number of terms in weak form
nlppform = .TRUE. ! Use PPFORM for gridval or not
coefx(1:5) = (/1.0d0, 0.d0, 0.d0, 0.d0, 1.d0/) ! Mesh point distribution function
!
OPEN(unit=99, file=TRIM(infile), status='old', action='read')
READ(99,newrun)
IF( me.EQ.0) THEN
WRITE(*,newrun)
END IF
CLOSE(99)
!
! Define grid on x (=radial) & y (=poloidal) axis
!
pi = 4.0d0*ATAN(1.0d0)
ALLOCATE(xgrid(0:nx), ygrid(0:ny), zgrid(0:nz))
!
xgrid(0) = 0.0d0; xgrid(nx) = 1.0d0
CALL meshdist(coefx, xgrid, nx)
!
dy = 2.d0*pi/REAL(ny,8) ! Equidistant in y
ygrid = (/ (j*dy, j=0,ny) /)
!
! Partitionned toroidal grid z
!
dz = 2.0d0*pi/REAL(nz,8) ! Equidistant in z
zgrid = (/ (k*dz, k=0,nz) /)
CALL dist1d(0, nz, startz, nzloc)
endz = startz+nzloc
!!$ PRINT*, 'PE', me, ' startz, endz, nzloc', startz, endz, nzloc
!
IF( me.EQ.0) THEN
WRITE(*,'(a/(10f8.3))') 'XGRID', xgrid(0:nx)
WRITE(*,'(a/(10f8.3))') 'YGRID', ygrid(0:ny)
WRITE(*,'(a/(10f8.3))') 'ZGRID', zgrid(0:nz)
END IF
!
! Create hdf5 file
!
CALL creatf(file, fid, 'PDE2D Result File', real_prec='d', &
& mpicomm=MPI_COMM_WORLD)
CALL attach(fid, '/', 'NX', nx)
CALL attach(fid, '/', 'NY', ny)
CALL attach(fid, '/', 'NZ', nz)
CALL attach(fid, '/', 'NIDBAS1', nidbas(1))
CALL attach(fid, '/', 'NIDBAS2', nidbas(2))
CALL attach(fid, '/', 'NIDBAS3', nidbas(3))
CALL attach(fid, '/', 'NGAUSS1', ngauss(1))
CALL attach(fid, '/', 'NGAUSS2', ngauss(2))
CALL attach(fid, '/', 'NGAUSS2', ngauss(3))
CALL attach(fid, '/', 'MBESS', mbess)
CALL putarr(fid, '/xgrid', xgrid, 'r')
CALL putarr(fid, '/ygrid', ygrid, '\theta')
CALL putarr(fid, '/zgrid', zgrid(0:nz-1), '\phi')
!===========================================================================
! 2.0 Discretize the PDE
!
! Set up spline
!
t0 = seconds()
CALL set_spline(nidbas, ngauss, xgrid, ygrid, zgrid(startz:endz), &
& splxyz, (/.FALSE., .TRUE., .TRUE./), nlppform=nlppform)
splxy => splxyz%sp12
!
IF( me.EQ.0) THEN
WRITE(*,'(/a,/(12(f8.3)))') 'KNOTS in X', splxy%sp1%knots
WRITE(*,'(/a,/(12(f8.3)))') 'KNOTS in Y', splxy%sp2%knots
END IF
CALL disp(splxyz%sp3%knots, 'KNOTS in Z', MPI_COMM_WORLD)
!
! 2D FE matrix assembly (in plane x-y)
!
nrank = (nx+nidbas(1))*ny ! Rank of the FE matrix
kl = (nidbas(1)+1)*ny -1 ! Number of sub-diagnonals
ku = kl ! Number of super-diagnonals
IF(me.EQ.0) THEN
WRITE(*,'(a,5i6)') 'nrank, kl, ku', nrank, kl, ku
END IF
!
CALL init(kl, ku, nrank, nterms, mat)
CALL dismat(splxy, mat)
ALLOCATE(arr(nrank))
!
! BC on Matrix
!
CALL ibcmat(mat, ny)
tmat = seconds() - t0
!
! 3D RHS assembly
!
ALLOCATE(rhs(nrank,0:nzloc+nidbas(3)-1)) ! With right guard cells nzloc:nzloc+nidbas3-1
ALLOCATE(sol(nrank,0:nzloc-1))
CALL disrhs3(mbess, npow, splxyz, rhs)
!
zsuml = SUM(ABS(rhs(:,0:nzloc-1)))
CALL mpi_reduce(zsuml, zsumg, 1, MPI_DOUBLE_PRECISION, MPI_SUM , 0, &
& MPI_COMM_WORLD, ierr)
IF(me.EQ.0) PRINT*, 'sum of rhs after DISRHS3', zsumg
!
! FFT in z of RHS
!
CALL dist1d(1, nrank, start_rank, nrank_loc)
end_rank = start_rank+nrank_loc-1
ALLOCATE(rhs_t(0:nz-1,nrank_loc), crhs_t(0:nz-1,nrank_loc))
!
CALL pptransp(MPI_COMM_WORLD, rhs(:,0:nzloc-1), rhs_t)
crhs_t = rhs_t
CALL fourcol(crhs_t,1)
crhs_t = crhs_t/REAL(nz,8)
!
! Apply Mass matrix to crhs
!
PRINT*, 4
CALL set_spline(nidbas(3), ngauss(3), zgrid, splz, .TRUE.)
ALLOCATE(fftmass(0:nz-1))
PRINT*, 5
!!$ CALL calc_fftmass(splz, fftmass)
CALL calc_fftmass_old(splz, fftmass)
IF(me.EQ.0) THEN
WRITE(*,'(/a/(10(1pe12.3)))') 'Mass matrix', fftmass
END IF
DO k=0,nz-1
crhs_t(k,:) = crhs_t(k,:)/fftmass(k)
END DO
!
! Fourier transform back crhs to real space in z
!
CALL fourcol(crhs_t, -1)
rhs_t(:,:) = REAL(crhs_t(:,:),8)
CALL pptransp(MPI_COMM_WORLD, rhs_t, sol) ! Put the final RHS in SOL
!
! BC on RHS
!
CALL ibcrhs3(sol, ny)
!
IF(me.EQ.0) THEN
WRITE(*,'(a,1pe12.3)') 'Mem used so far (MB)', mem()
END IF
!===========================================================================
! 3.0 Solve the dicretized system
!
t0 = seconds()
CALL factor(mat)
tfact = seconds() - t0
gflops1 = dopla('DGBTRF',nrank,nrank,kl,ku,0) / tfact / 1.d9
t0 = seconds()
CALL bsolve(mat, sol)
!
! Backtransform of solution
!
DO k=0,nzloc-1
sol(1:ny-1,k) = sol(ny,k)
END DO
!
zsuml = SUM(ABS(sol))
CALL mpi_reduce(zsuml, zsumg, 1, MPI_DOUBLE_PRECISION, MPI_SUM , 0, &
& MPI_COMM_WORLD, ierr)
IF(me.EQ.0) PRINT*, 'sum of sol', zsumg
!
tsolv = seconds() - t0
gflops2 = dopla('DGBTRS',nrank,1,kl,ku,0) / tsolv / 1.d9
!
! Spline coefficients, taking into account of periodicity in y and z
! Note: in SOL, y was numbered first.
!
dimx = splxy%sp1%dim
dimy = splxy%sp2%dim
dimz = splxyz%sp3%dim
ALLOCATE(bcoef(0:dimx-1, 0:dimy-1, 0:dimz-1))
!
! Get 3D array of spline coefs.
!
DO j=0,dimy-1
DO i=0,dimx-1
ij = MODULO(j,ny) + i*ny + 1
DO k=0,nzloc-1
bcoef(i,j,k) = sol(ij,k)
END DO
END DO
END DO
!
! Get missing coefs from remote guard cells
!
prev = MODULO(me-1,npes)
next = MODULO(me+1,npes)
count = dimx*dimy
DO i=0,nidbas(3)-1
CALL mpi_sendrecv(bcoef(0,0,i), count, MPI_DOUBLE_PRECISION, prev, 0, &
& bcoef(0,0,nzloc+i), count, MPI_DOUBLE_PRECISION, next, 0, &
& MPI_COMM_WORLD, status, ierr)
END DO
!
IF(me.EQ.0) THEN
WRITE(*,'(/a,3i6)') 'dimx, dimy, dimz =', dimx, dimy, dimz
END IF
!===========================================================================
! 4.0 Check the solution
!
! Check function values computed with various method
!
CALL RANDOM_NUMBER(xp)
CALL RANDOM_NUMBER(yp); yp = 2.d0*pi*yp
CALL RANDOM_NUMBER(zp); zp = 2.d0*pi*zp
nploc = 0
DO i=1,npart
IF(zp(i).GE.zgrid(startz) .AND. zp(i).LT.zgrid(endz)) THEN
nploc = nploc+1
xp(nploc) = xp(i)
yp(nploc) = yp(i)
zp(nploc) = zp(i)
END IF
END DO
jder = (/0,0,0/)
CALL gridval(splxyz, xp(1:nploc), yp(1:nploc), zp(1:nploc), fp_calc(1:nploc), jder, bcoef)
DO i=1,nploc
fp_anal(i) = (1-xp(i)**2) * xp(i)**mbess &
& * COS(mbess*yp(i)) * COS(zp(i))**npow
END DO
errnorm2 = norm21(fp_calc(1:nploc)-fp_anal(1:nploc))/norm21(fp_calc(1:nploc))
IF(me.EQ.0) THEN
WRITE(*,'(a,2(1pe12.3))') 'Relative discretization errors, using random points', &
& errnorm2
END IF
!
ALLOCATE(solcal(0:nx,0:ny,0:nzloc-1))
ALLOCATE(solana(0:nx,0:ny,0:nzloc-1))
ALLOCATE(errsol(0:nx,0:ny,0:nzloc-1))
!
DO i=0,nx
DO j=0,ny
DO k=0,nzloc-1
kk=startz+k
solana(i,j,k) = (1-xgrid(i)**2) * xgrid(i)**mbess &
& * COS(mbess*ygrid(j)) * COS(zgrid(kk))**npow
END DO
END DO
END DO
!
jder = (/0,0,0/)
CALL gridval(splxyz, xgrid, ygrid, zgrid(startz:endz-1), solcal, jder, bcoef)
t0 = seconds()
CALL gridval(splxyz, xgrid, ygrid, zgrid(startz:endz-1), solcal, jder)
tgrid = seconds()-t0
errsol = solana - solcal
!
errnorm2 = norm2(errsol) / norm2(solana)
IF(me.EQ.0) THEN
WRITE(*,'(a,2(1pe12.3))') 'Relative discretization errors', &
& errnorm2
END IF
CALL putarr(fid, '/sol', solcal,pardim=3)
CALL putarr(fid, '/solana', solana,pardim=3)
!
! Check derivative d/dx
!
DO i=0,nx
DO j=0,ny
DO k=0,nzloc-1
IF( mbess .EQ. 0 ) THEN
solana(i,j,k) = -2.0d0 * xgrid(i) * COS(zgrid(k+startz))**npow
ELSE
solana(i,j,k) = (-(mbess+2)*xgrid(i)**2 + mbess) * &
& xgrid(i)**(mbess-1) * COS(mbess*ygrid(j)) * &
& COS(zgrid(k+startz))**npow
END IF
END DO
END DO
END DO
!
jder = (/1,0,0/)
t0 = seconds()
CALL gridval(splxyz, xgrid, ygrid, zgrid(startz:endz-1), solcal, jder)
tgrid = tgrid + seconds()-t0
errsol = solana - solcal
errnorm2 = norm2(errsol) / norm2(solana)
IF(me.EQ.0) THEN
WRITE(*,'(a,2(1pe12.3))') 'Relative error in d/dx', errnorm2
END IF
CALL putarr(fid, '/derivx', solcal, pardim=3)
CALL putarr(fid, '/derivx_exact', solana,pardim=3)
!
! Check derivative d/dy
!
DO i=0,nx
DO j=0,ny
DO k=0,nzloc-1
solana(i,j,k) = -mbess * (1-xgrid(i)**2) * xgrid(i)**mbess * &
& SIN(mbess*ygrid(j))* COS(zgrid(k+startz))**npow
END DO
END DO
END DO
!
jder = (/0,1,0/)
t0 = seconds()
CALL gridval(splxyz, xgrid, ygrid, zgrid(startz:endz-1), solcal, jder)
tgrid = tgrid + seconds()-t0
errsol = solana - solcal
errnorm2 = norm2(errsol) / norm2(solana)
IF(me.EQ.0) THEN
WRITE(*,'(a,2(1pe12.3))') 'Relative error in d/dy', errnorm2
END IF
CALL putarr(fid, '/derivy', solcal, pardim=3)
CALL putarr(fid, '/derivy_exact', solana,pardim=3)
!
! Check derivative d/dz
!
DO i=0,nx
DO j=0,ny
DO k=0,nzloc-1
solana(i,j,k) = -npow*(1-xgrid(i)**2) * xgrid(i)**mbess &
& * COS(mbess*ygrid(j)) * COS(zgrid(k+startz))**(npow-1) &
& * SIN(zgrid(k+startz))
END DO
END DO
END DO
!
jder = (/0,0,1/)
t0 = seconds()
IF(nlppform) THEN
CALL gridval(splxyz, xgrid, ygrid, zgrid(startz:endz-1), solcal, jder)
ELSE
CALL gridval(splxyz, xgrid, ygrid, zgrid(startz:endz-1), solcal, jder, bcoef)
END IF
tgrid = tgrid + seconds()-t0
errsol = solana - solcal
errnorm2 = norm2(errsol) / norm2(solana)
IF(me.EQ.0) THEN
WRITE(*,'(a,2(1pe12.3))') 'Relative error in d/dz', errnorm2
END IF
CALL putarr(fid, '/derivz', solcal, pardim=3)
CALL putarr(fid, '/derivz_exact', solana,pardim=3)
!===========================================================================
! 9.0 Epilogue
!
IF(me.EQ.0) THEN
WRITE(*,'(/a)') '---'
WRITE(*,'(a,1pe12.3)') 'Matrice construction time (s) ', tmat
WRITE(*,'(a,1pe12.3)') 'Matrice factorisation time (s)', tfact
WRITE(*,'(a,1pe12.3)') 'Backsolve time (s) ', tsolv
WRITE(*,'(a,1pe12.3)') 'gridval time (s) ', tgrid
WRITE(*,'(a,2f10.3)') 'Factor/solve Gflop/s', gflops1, gflops2
WRITE(*,'(a,1pe12.3)') 'Mem used so far (MB)', mem()
END IF
!
DEALLOCATE(xgrid, ygrid, zgrid)
DEALLOCATE(fftmass)
DEALLOCATE(rhs)
DEALLOCATE(sol)
DEALLOCATE(rhs_t)
DEALLOCATE(crhs_t)
DEALLOCATE(bcoef)
DEALLOCATE(solcal, solana, errsol)
DEALLOCATE(arr)
CALL destroy_sp(splxyz)
CALL destroy_sp(splz)
CALL destroy(mat)
!
CALL closef(fid)
!
CALL mpi_finalize(ierr)
!===========================================================================
!
CONTAINS
FUNCTION norm2(x)
!
! Compute the 2-norm of array x
!
IMPLICIT NONE
DOUBLE PRECISION :: norm2
DOUBLE PRECISION, INTENT(in) :: x(:,:,:)
DOUBLE PRECISION :: sum2, sum2g
INTEGER :: i, j
!
sum2 = 0.0d0
DO i=1,SIZE(x,1)
DO j=1,SIZE(x,2)
DO k=1,SIZE(x,3)
sum2 = sum2 + x(i,j,k)**2
END DO
END DO
END DO
CALL mpi_allreduce(sum2, sum2g, 1, MPI_DOUBLE_PRECISION, MPI_SUM, &
& MPI_COMM_WORLD, ierr)
norm2 = SQRT(sum2g)
END FUNCTION norm2
!
FUNCTION norm21(x)
!
! Compute the 2-norm of array x
!
IMPLICIT NONE
DOUBLE PRECISION :: norm21
DOUBLE PRECISION, INTENT(in) :: x(:)
DOUBLE PRECISION :: sum2, sum2g
INTEGER :: i, j
!
sum2 = DOT_PRODUCT(x,x)
CALL mpi_allreduce(sum2, sum2g, 1, MPI_DOUBLE_PRECISION, MPI_SUM, &
& MPI_COMM_WORLD, ierr)
norm21 = SQRT(sum2g)
END FUNCTION norm21
SUBROUTINE prnmat(label, mat)
CHARACTER(len=*) :: label
DOUBLE PRECISION, DIMENSION(:,:), INTENT(in) :: mat
INTEGER :: i
WRITE(*,'(/a)') TRIM(label)
DO i=1,SIZE(mat,1)
WRITE(*,'(10(1pe12.3))') mat(i,:)
END DO
END SUBROUTINE prnmat
END PROGRAM main
!
!+++
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