static char help[] = "This program illustrates the use of PETSc-fftw interface for real 2D DFT.\n\ See ~petsc/src/mat/tests/ex158.c for general cases. \n\n"; #include int main(int argc, char **args) { PetscMPIInt rank, size; PetscInt N0 = 50, N1 = 50, N = N0 * N1; PetscRandom rdm; PetscReal enorm; Vec x, y, z, input, output; Mat A; PetscInt DIM, dim[2]; PetscReal fac; PetscFunctionBeginUser; PetscCall(PetscInitialize(&argc, &args, NULL, help)); #if defined(PETSC_USE_COMPLEX) SETERRQ(PETSC_COMM_WORLD, PETSC_ERR_SUP, "This example requires real numbers"); #endif PetscCallMPI(MPI_Comm_size(PETSC_COMM_WORLD, &size)); PetscCallMPI(MPI_Comm_rank(PETSC_COMM_WORLD, &rank)); /* Create and set PETSc vectors 'input' and 'output' */ PetscCall(PetscRandomCreate(PETSC_COMM_WORLD, &rdm)); PetscCall(PetscRandomSetFromOptions(rdm)); PetscCall(VecCreate(PETSC_COMM_WORLD, &input)); PetscCall(VecSetSizes(input, PETSC_DECIDE, N0 * N1)); PetscCall(VecSetFromOptions(input)); PetscCall(VecSetRandom(input, rdm)); PetscCall(VecDuplicate(input, &output)); PetscCall(PetscObjectSetName((PetscObject)input, "Real space vector")); PetscCall(PetscObjectSetName((PetscObject)output, "Reconstructed vector")); /* Get FFTW vectors 'x', 'y' and 'z' */ DIM = 2; dim[0] = N0; dim[1] = N1; PetscCall(MatCreateFFT(PETSC_COMM_WORLD, DIM, dim, MATFFTW, &A)); PetscCall(MatCreateVecsFFTW(A, &x, &y, &z)); /* Scatter PETSc vector 'input' to FFTW vector 'x' */ PetscCall(VecScatterPetscToFFTW(A, input, x)); /* Apply forward FFT */ PetscCall(MatMult(A, x, y)); /* Apply backward FFT */ PetscCall(MatMultTranspose(A, y, z)); /* Scatter FFTW vector 'z' to PETSc vector 'output' */ PetscCall(VecScatterFFTWToPetsc(A, z, output)); /* Check accuracy */ fac = 1.0 / (PetscReal)N; PetscCall(VecScale(output, fac)); PetscCall(VecAXPY(output, -1.0, input)); PetscCall(VecNorm(output, NORM_1, &enorm)); if (enorm > 1.e-11 && rank == 0) PetscCall(PetscPrintf(PETSC_COMM_SELF, " Error norm of |x - z| %e\n", enorm)); /* Free spaces */ PetscCall(PetscRandomDestroy(&rdm)); PetscCall(VecDestroy(&input)); PetscCall(VecDestroy(&output)); PetscCall(VecDestroy(&x)); PetscCall(VecDestroy(&y)); PetscCall(VecDestroy(&z)); PetscCall(MatDestroy(&A)); PetscCall(PetscFinalize()); return 0; } /*TEST build: requires: fftw !complex test: output_file: output/empty.out test: suffix: 2 nsize: 3 output_file: output/empty.out TEST*/