xref: /petsc/src/mat/tests/ex2.c (revision dcfd994d081f5f6b19844c8e8bc67e93edfc619a)

static char help[] = "Tests MatTranspose(), MatNorm(), MatAXPY() and MatAYPX().\n\n";

#include <petscmat.h>

static PetscErrorCode TransposeAXPY(Mat C, PetscScalar alpha, Mat mat, PetscErrorCode (*f)(Mat, Mat *)) {
  Mat     D, E, F, G;
  MatType mtype;

  PetscFunctionBegin;
  PetscCall(MatGetType(mat, &mtype));
  if (f == MatCreateTranspose) {
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "\nMatAXPY:  (C^T)^T = (C^T)^T + alpha * A, C=A, SAME_NONZERO_PATTERN\n"));
  } else {
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "\nMatAXPY:  (C^H)^H = (C^H)^H + alpha * A, C=A, SAME_NONZERO_PATTERN\n"));
  }
  PetscCall(MatDuplicate(mat, MAT_COPY_VALUES, &C));
  PetscCall(f(C, &D));
  PetscCall(f(D, &E));
  PetscCall(MatAXPY(E, alpha, mat, SAME_NONZERO_PATTERN));
  PetscCall(MatConvert(E, mtype, MAT_INPLACE_MATRIX, &E));
  PetscCall(MatView(E, PETSC_VIEWER_STDOUT_WORLD));
  PetscCall(MatDestroy(&E));
  PetscCall(MatDestroy(&D));
  PetscCall(MatDestroy(&C));
  if (f == MatCreateTranspose) {
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatAXPY:  C = C + alpha * (A^T)^T, C=A, SAME_NONZERO_PATTERN\n"));
  } else {
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatAXPY:  C = C + alpha * (A^H)^H, C=A, SAME_NONZERO_PATTERN\n"));
  }
  if (f == MatCreateTranspose) {
    PetscCall(MatTranspose(mat, MAT_INITIAL_MATRIX, &D));
  } else {
    PetscCall(MatHermitianTranspose(mat, MAT_INITIAL_MATRIX, &D));
  }
  PetscCall(f(D, &E));
  PetscCall(MatDuplicate(mat, MAT_COPY_VALUES, &C));
  PetscCall(MatAXPY(C, alpha, E, SAME_NONZERO_PATTERN));
  PetscCall(MatView(C, PETSC_VIEWER_STDOUT_WORLD));
  PetscCall(MatDestroy(&E));
  PetscCall(MatDestroy(&D));
  PetscCall(MatDestroy(&C));
  if (f == MatCreateTranspose) {
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatAXPY:  (C^T)^T = (C^T)^T + alpha * (A^T)^T, C=A, SAME_NONZERO_PATTERN\n"));
  } else {
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatAXPY:  (C^H)^H = (C^H)^H + alpha * (A^H)^H, C=A, SAME_NONZERO_PATTERN\n"));
  }
  PetscCall(MatDuplicate(mat, MAT_COPY_VALUES, &C));
  PetscCall(f(C, &D));
  PetscCall(f(D, &E));
  PetscCall(f(mat, &F));
  PetscCall(f(F, &G));
  PetscCall(MatAXPY(E, alpha, G, SAME_NONZERO_PATTERN));
  PetscCall(MatConvert(E, mtype, MAT_INPLACE_MATRIX, &E));
  PetscCall(MatView(E, PETSC_VIEWER_STDOUT_WORLD));
  PetscCall(MatDestroy(&G));
  PetscCall(MatDestroy(&F));
  PetscCall(MatDestroy(&E));
  PetscCall(MatDestroy(&D));
  PetscCall(MatDestroy(&C));

  /* Call f on a matrix that does not implement the transposition */
  PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatAXPY:  Now without the transposition operation\n"));
  PetscCall(MatConvert(mat, MATSHELL, MAT_INITIAL_MATRIX, &C));
  PetscCall(f(C, &D));
  PetscCall(f(D, &E));
  /* XXX cannot use MAT_INPLACE_MATRIX, it leaks mat */
  PetscCall(MatConvert(E, mtype, MAT_INITIAL_MATRIX, &F));
  PetscCall(MatAXPY(F, alpha, mat, SAME_NONZERO_PATTERN));
  PetscCall(MatView(F, PETSC_VIEWER_STDOUT_WORLD));
  PetscCall(MatDestroy(&F));
  PetscCall(MatDestroy(&E));
  PetscCall(MatDestroy(&D));
  PetscCall(MatDestroy(&C));
  PetscFunctionReturn(0);
}

int main(int argc, char **argv) {
  Mat         mat, tmat = 0;
  PetscInt    m = 7, n, i, j, rstart, rend, rect = 0;
  PetscMPIInt size, rank;
  PetscBool   flg;
  PetscScalar v, alpha;
  PetscReal   normf, normi, norm1;

  PetscFunctionBeginUser;
  PetscCall(PetscInitialize(&argc, &argv, (char *)0, help));
  PetscCall(PetscViewerPushFormat(PETSC_VIEWER_STDOUT_WORLD, PETSC_VIEWER_ASCII_COMMON));
  PetscCall(PetscOptionsGetInt(NULL, NULL, "-m", &m, NULL));
  PetscCallMPI(MPI_Comm_rank(PETSC_COMM_WORLD, &rank));
  PetscCallMPI(MPI_Comm_size(PETSC_COMM_WORLD, &size));
  n = m;
  PetscCall(PetscOptionsHasName(NULL, NULL, "-rectA", &flg));
  if (flg) {
    n += 2;
    rect = 1;
  }
  PetscCall(PetscOptionsHasName(NULL, NULL, "-rectB", &flg));
  if (flg) {
    n -= 2;
    rect = 1;
  }

  /* ------- Assemble matrix --------- */
  PetscCall(MatCreate(PETSC_COMM_WORLD, &mat));
  PetscCall(MatSetSizes(mat, PETSC_DECIDE, PETSC_DECIDE, m, n));
  PetscCall(MatSetFromOptions(mat));
  PetscCall(MatSetUp(mat));
  PetscCall(MatGetOwnershipRange(mat, &rstart, &rend));
  for (i = rstart; i < rend; i++) {
    for (j = 0; j < n; j++) {
      v = 10.0 * i + j + 1.0;
      PetscCall(MatSetValues(mat, 1, &i, 1, &j, &v, INSERT_VALUES));
    }
  }
  PetscCall(MatAssemblyBegin(mat, MAT_FINAL_ASSEMBLY));
  PetscCall(MatAssemblyEnd(mat, MAT_FINAL_ASSEMBLY));

  /* ----------------- Test MatNorm()  ----------------- */
  PetscCall(MatNorm(mat, NORM_FROBENIUS, &normf));
  PetscCall(MatNorm(mat, NORM_1, &norm1));
  PetscCall(MatNorm(mat, NORM_INFINITY, &normi));
  PetscCall(PetscPrintf(PETSC_COMM_WORLD, "original A: Frobenious norm = %g, one norm = %g, infinity norm = %g\n", (double)normf, (double)norm1, (double)normi));
  PetscCall(MatView(mat, PETSC_VIEWER_STDOUT_WORLD));

  /* --------------- Test MatTranspose()  -------------- */
  PetscCall(PetscOptionsHasName(NULL, NULL, "-in_place", &flg));
  if (!rect && flg) {
    PetscCall(MatTranspose(mat, MAT_REUSE_MATRIX, &mat)); /* in-place transpose */
    tmat = mat;
    mat  = NULL;
  } else { /* out-of-place transpose */
    PetscCall(MatTranspose(mat, MAT_INITIAL_MATRIX, &tmat));
  }

  /* ----------------- Test MatNorm()  ----------------- */
  /* Print info about transpose matrix */
  PetscCall(MatNorm(tmat, NORM_FROBENIUS, &normf));
  PetscCall(MatNorm(tmat, NORM_1, &norm1));
  PetscCall(MatNorm(tmat, NORM_INFINITY, &normi));
  PetscCall(PetscPrintf(PETSC_COMM_WORLD, "B = A^T: Frobenious norm = %g, one norm = %g, infinity norm = %g\n", (double)normf, (double)norm1, (double)normi));
  PetscCall(MatView(tmat, PETSC_VIEWER_STDOUT_WORLD));

  /* ----------------- Test MatAXPY(), MatAYPX()  ----------------- */
  if (mat && !rect) {
    alpha = 1.0;
    PetscCall(PetscOptionsGetScalar(NULL, NULL, "-alpha", &alpha, NULL));
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatAXPY:  B = B + alpha * A\n"));
    PetscCall(MatAXPY(tmat, alpha, mat, DIFFERENT_NONZERO_PATTERN));
    PetscCall(MatView(tmat, PETSC_VIEWER_STDOUT_WORLD));

    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatAYPX:  B = alpha*B + A\n"));
    PetscCall(MatAYPX(tmat, alpha, mat, DIFFERENT_NONZERO_PATTERN));
    PetscCall(MatView(tmat, PETSC_VIEWER_STDOUT_WORLD));
  }

  {
    Mat C;
    alpha = 1.0;
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatAXPY:  C = C + alpha * A, C=A, SAME_NONZERO_PATTERN\n"));
    PetscCall(MatDuplicate(mat, MAT_COPY_VALUES, &C));
    PetscCall(MatAXPY(C, alpha, mat, SAME_NONZERO_PATTERN));
    PetscCall(MatView(C, PETSC_VIEWER_STDOUT_WORLD));
    PetscCall(MatDestroy(&C));
    PetscCall(TransposeAXPY(C, alpha, mat, MatCreateTranspose));
    PetscCall(TransposeAXPY(C, alpha, mat, MatCreateHermitianTranspose));
  }

  {
    Mat matB;
    /* get matB that has nonzeros of mat in all even numbers of row and col */
    PetscCall(MatCreate(PETSC_COMM_WORLD, &matB));
    PetscCall(MatSetSizes(matB, PETSC_DECIDE, PETSC_DECIDE, m, n));
    PetscCall(MatSetFromOptions(matB));
    PetscCall(MatSetUp(matB));
    PetscCall(MatGetOwnershipRange(matB, &rstart, &rend));
    if (rstart % 2 != 0) rstart++;
    for (i = rstart; i < rend; i += 2) {
      for (j = 0; j < n; j += 2) {
        v = 10.0 * i + j + 1.0;
        PetscCall(MatSetValues(matB, 1, &i, 1, &j, &v, INSERT_VALUES));
      }
    }
    PetscCall(MatAssemblyBegin(matB, MAT_FINAL_ASSEMBLY));
    PetscCall(MatAssemblyEnd(matB, MAT_FINAL_ASSEMBLY));
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, " A: original matrix:\n"));
    PetscCall(MatView(mat, PETSC_VIEWER_STDOUT_WORLD));
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, " B(a subset of A):\n"));
    PetscCall(MatView(matB, PETSC_VIEWER_STDOUT_WORLD));
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatAXPY:  B = B + alpha * A, SUBSET_NONZERO_PATTERN\n"));
    PetscCall(MatAXPY(mat, alpha, matB, SUBSET_NONZERO_PATTERN));
    PetscCall(MatView(mat, PETSC_VIEWER_STDOUT_WORLD));
    PetscCall(MatDestroy(&matB));
  }

  /* Test MatZeroRows */
  j = rstart - 1;
  if (j < 0) j = m - 1;
  PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatZeroRows:\n"));
  PetscCall(MatZeroRows(mat, 1, &j, 0.0, NULL, NULL));
  PetscCall(MatView(mat, PETSC_VIEWER_STDOUT_WORLD));

  /* Test MatShift */
  PetscCall(PetscPrintf(PETSC_COMM_WORLD, "MatShift: B = B - 2*I\n"));
  PetscCall(MatShift(mat, -2.0));
  PetscCall(MatView(mat, PETSC_VIEWER_STDOUT_WORLD));

  PetscCall(PetscViewerPopFormat(PETSC_VIEWER_STDOUT_WORLD));
  /* Free data structures */
  PetscCall(MatDestroy(&mat));
  PetscCall(MatDestroy(&tmat));
  PetscCall(PetscFinalize());
  return 0;
}

/*TEST

   test:
      suffix: 11_A
      args: -mat_type seqaij -rectA
      filter: grep -v "Mat Object"

   test:
      suffix: 12_A
      args: -mat_type seqdense -rectA
      filter: grep -v type | grep -v "Mat Object"

   test:
      requires: cuda
      suffix: 12_A_cuda
      args: -mat_type seqdensecuda -rectA
      output_file: output/ex2_12_A.out
      filter: grep -v type | grep -v "Mat Object"

   test:
      requires: kokkos_kernels
      suffix: 12_A_kokkos
      args: -mat_type aijkokkos -rectA
      output_file: output/ex2_12_A.out
      filter: grep -v type | grep -v "Mat Object"

   test:
      suffix: 11_B
      args: -mat_type seqaij -rectB
      filter: grep -v "Mat Object"

   test:
      suffix: 12_B
      args: -mat_type seqdense -rectB
      filter: grep -v type | grep -v "Mat Object"

   testset:
      args: -rectB
      output_file: output/ex2_12_B.out
      filter: grep -v type | grep -v "Mat Object"

      test:
         requires: cuda
         suffix: 12_B_cuda
         args: -mat_type {{seqdensecuda seqaijcusparse}}

      test:
         requires: kokkos_kernels
         suffix: 12_B_kokkos
         args: -mat_type aijkokkos

      test:
         suffix: 12_B_aij
         args: -mat_type aij
   test:
      suffix: 21
      args: -mat_type mpiaij
      filter: grep -v type | grep -v " MPI process"

   test:
      suffix: 22
      args: -mat_type mpidense
      filter: grep -v type | grep -v "Mat Object"

   test:
      requires: cuda
      suffix: 22_cuda
      output_file: output/ex2_22.out
      args: -mat_type mpidensecuda
      filter: grep -v type | grep -v "Mat Object"

   test:
      requires: kokkos_kernels
      suffix: 22_kokkos
      output_file: output/ex2_22.out
      args: -mat_type aijkokkos
      filter: grep -v type | grep -v "Mat Object"

   test:
      suffix: 23
      nsize: 3
      args: -mat_type mpiaij
      filter: grep -v type | grep -v " MPI process"

   test:
      suffix: 24
      nsize: 3
      args: -mat_type mpidense
      filter: grep -v type | grep -v "Mat Object"

   test:
      requires: cuda
      suffix: 24_cuda
      nsize: 3
      output_file: output/ex2_24.out
      args: -mat_type mpidensecuda
      filter: grep -v type | grep -v "Mat Object"

   test:
      suffix: 2_aijcusparse_1
      args: -mat_type mpiaijcusparse
      output_file: output/ex2_21.out
      requires: cuda
      filter: grep -v type | grep -v " MPI process"

   test:
      suffix: 2_aijkokkos_1
      args: -mat_type aijkokkos
      output_file: output/ex2_21.out
      requires: kokkos_kernels
      filter: grep -v type | grep -v " MPI process"

   test:
      suffix: 2_aijcusparse_2
      nsize: 3
      args: -mat_type mpiaijcusparse
      output_file: output/ex2_23.out
      requires: cuda
      filter: grep -v type | grep -v " MPI process"

   test:
      suffix: 2_aijkokkos_2
      nsize: 3
      args: -mat_type aijkokkos
      output_file: output/ex2_23.out
      # Turn off hip due to intermittent CI failures on hip.txcorp.com. Should re-enable this test when the machine is upgraded.
      requires: !hip kokkos_kernels
      filter: grep -v type | grep -v "MPI processes"

   test:
      suffix: 3
      nsize: 2
      args: -mat_type mpiaij -rectA

   test:
      suffix: 3_aijcusparse
      nsize: 2
      args: -mat_type mpiaijcusparse -rectA
      requires: cuda

   test:
      suffix: 4
      nsize: 2
      args: -mat_type mpidense -rectA
      filter: grep -v type | grep -v " MPI process"

   test:
      requires: cuda
      suffix: 4_cuda
      nsize: 2
      output_file: output/ex2_4.out
      args: -mat_type mpidensecuda -rectA
      filter: grep -v type | grep -v " MPI process"

   test:
      suffix: aijcusparse_1
      args: -mat_type seqaijcusparse -rectA
      filter: grep -v "Mat Object"
      output_file: output/ex2_11_A_aijcusparse.out
      requires: cuda

TEST*/