xref: /petsc/src/mat/tests/ex93.c (revision 834855d6effb0d027771461c8e947ee1ce5a1e17)

static char help[] = "Test MatMatMult() and MatPtAP() for AIJ matrices.\n\n";

#include <petscmat.h>

extern PetscErrorCode testPTAPRectangular(void);

int main(int argc, char **argv)
{
  Mat         A, B, C, D;
  PetscScalar a[]  = {1., 1., 0., 0., 1., 1., 0., 0., 1.};
  PetscInt    ij[] = {0, 1, 2};
  PetscReal   fill = 4.0;
  PetscMPIInt size, rank;
  PetscBool   isequal;
#if defined(PETSC_HAVE_HYPRE)
  PetscBool test_hypre = PETSC_FALSE;
#endif

  PetscFunctionBeginUser;
  PetscCall(PetscInitialize(&argc, &argv, NULL, help));
#if defined(PETSC_HAVE_HYPRE)
  PetscCall(PetscOptionsGetBool(NULL, NULL, "-test_hypre", &test_hypre, NULL));
#endif
  PetscCallMPI(MPI_Comm_size(PETSC_COMM_WORLD, &size));
  PetscCallMPI(MPI_Comm_rank(PETSC_COMM_WORLD, &rank));

  PetscCall(MatCreate(PETSC_COMM_WORLD, &A));
  PetscCall(MatSetSizes(A, PETSC_DECIDE, PETSC_DECIDE, 3, 3));
  PetscCall(MatSetType(A, MATAIJ));
  PetscCall(MatSetFromOptions(A));
  PetscCall(MatSetUp(A));
  PetscCall(MatSetOption(A, MAT_IGNORE_ZERO_ENTRIES, PETSC_TRUE));

  if (rank == 0) PetscCall(MatSetValues(A, 3, ij, 3, ij, a, ADD_VALUES));
  PetscCall(MatAssemblyBegin(A, MAT_FINAL_ASSEMBLY));
  PetscCall(MatAssemblyEnd(A, MAT_FINAL_ASSEMBLY));

  /* Test MatMatMult() */
  PetscCall(MatTranspose(A, MAT_INITIAL_MATRIX, &B));        /* B = A^T */
  PetscCall(MatMatMult(B, A, MAT_INITIAL_MATRIX, fill, &C)); /* C = B*A */
  PetscCall(MatMatMult(B, A, MAT_REUSE_MATRIX, fill, &C));   /* recompute C=B*A */
  PetscCall(MatSetOptionsPrefix(C, "C_"));
  PetscCall(MatMatMultEqual(B, A, C, 10, &isequal));
  PetscCheck(isequal, PETSC_COMM_WORLD, PETSC_ERR_ARG_INCOMP, "MatMatMult: C != B*A");

  PetscCall(MatMatMult(C, A, MAT_INITIAL_MATRIX, fill, &D)); /* D = C*A = (A^T*A)*A */
  PetscCall(MatMatMult(C, A, MAT_REUSE_MATRIX, fill, &D));
  PetscCall(MatMatMultEqual(C, A, D, 10, &isequal));
  PetscCheck(isequal, PETSC_COMM_WORLD, PETSC_ERR_ARG_INCOMP, "MatMatMult: D != C*A");

  PetscCall(MatDestroy(&B));
  PetscCall(MatDestroy(&C));
  PetscCall(MatDestroy(&D));

  /* Test MatPtAP */
  PetscCall(MatDuplicate(A, MAT_COPY_VALUES, &B));        /* B = A */
  PetscCall(MatPtAP(A, B, MAT_INITIAL_MATRIX, fill, &C)); /* C = B^T*A*B */
  PetscCall(MatPtAPMultEqual(A, B, C, 10, &isequal));
  PetscCheck(isequal, PETSC_COMM_WORLD, PETSC_ERR_ARG_INCOMP, "MatPtAP: C != B^T*A*B");

  /* Repeat MatPtAP to test symbolic/numeric separation for reuse of the symbolic product */
  PetscCall(MatPtAP(A, B, MAT_REUSE_MATRIX, fill, &C));
  PetscCall(MatPtAPMultEqual(A, B, C, 10, &isequal));
  PetscCheck(isequal, PETSC_COMM_WORLD, PETSC_ERR_ARG_INCOMP, "MatPtAP(reuse): C != B^T*A*B");

  PetscCall(MatDestroy(&C));

  /* Test MatPtAP with A as a dense matrix */
  {
    Mat Adense;
    PetscCall(MatConvert(A, MATDENSE, MAT_INITIAL_MATRIX, &Adense));
    PetscCall(MatPtAP(Adense, B, MAT_INITIAL_MATRIX, fill, &C));

    PetscCall(MatPtAPMultEqual(Adense, B, C, 10, &isequal));
    PetscCheck(isequal, PETSC_COMM_WORLD, PETSC_ERR_ARG_INCOMP, "MatPtAP(reuse): C != B^T*Adense*B");
    PetscCall(MatDestroy(&Adense));
  }

  if (size == 1) {
    /* A test contributed by Tobias Neckel <neckel@in.tum.de> */
    PetscCall(testPTAPRectangular());

    /* test MatMatTransposeMult(): A*B^T */
    PetscCall(MatMatTransposeMult(A, A, MAT_INITIAL_MATRIX, fill, &D)); /* D = A*A^T */
    PetscCall(MatScale(A, 2.0));
    PetscCall(MatMatTransposeMult(A, A, MAT_REUSE_MATRIX, fill, &D));
    PetscCall(MatMatTransposeMultEqual(A, A, D, 10, &isequal));
    PetscCheck(isequal, PETSC_COMM_WORLD, PETSC_ERR_ARG_INCOMP, "MatMatTranspose: D != A*A^T");
  }

  PetscCall(MatDestroy(&A));
  PetscCall(MatDestroy(&B));
  PetscCall(MatDestroy(&C));
  PetscCall(MatDestroy(&D));
  PetscCall(PetscFinalize());
  return 0;
}

/* a test contributed by Tobias Neckel <neckel@in.tum.de>, 02 Jul 2008 */
PetscErrorCode testPTAPRectangular(void)
{
  const int rows = 3, cols = 5;
  int       i;
  Mat       A, P, C;

  PetscFunctionBegin;
  /* set up A  */
  PetscCall(MatCreateSeqAIJ(PETSC_COMM_WORLD, rows, rows, 1, NULL, &A));
  for (i = 0; i < rows; i++) PetscCall(MatSetValue(A, i, i, 1.0, INSERT_VALUES));
  PetscCall(MatAssemblyBegin(A, MAT_FINAL_ASSEMBLY));
  PetscCall(MatAssemblyEnd(A, MAT_FINAL_ASSEMBLY));

  /* set up P */
  PetscCall(MatCreateSeqAIJ(PETSC_COMM_WORLD, rows, cols, 5, NULL, &P));
  PetscCall(MatSetValue(P, 0, 0, 1.0, INSERT_VALUES));
  PetscCall(MatSetValue(P, 0, 1, 2.0, INSERT_VALUES));
  PetscCall(MatSetValue(P, 0, 2, 0.0, INSERT_VALUES));

  PetscCall(MatSetValue(P, 0, 3, -1.0, INSERT_VALUES));

  PetscCall(MatSetValue(P, 1, 0, 0.0, INSERT_VALUES));
  PetscCall(MatSetValue(P, 1, 1, -1.0, INSERT_VALUES));
  PetscCall(MatSetValue(P, 1, 2, 1.0, INSERT_VALUES));

  PetscCall(MatSetValue(P, 2, 0, 3.0, INSERT_VALUES));
  PetscCall(MatSetValue(P, 2, 1, 0.0, INSERT_VALUES));
  PetscCall(MatSetValue(P, 2, 2, -3.0, INSERT_VALUES));

  PetscCall(MatAssemblyBegin(P, MAT_FINAL_ASSEMBLY));
  PetscCall(MatAssemblyEnd(P, MAT_FINAL_ASSEMBLY));

  /* compute C */
  PetscCall(MatPtAP(A, P, MAT_INITIAL_MATRIX, 1.0, &C));

  /* compare results */
  /*
  printf("C:\n");
  PetscCall(MatView(C,PETSC_VIEWER_STDOUT_WORLD));

  blitz::Array<double,2> actualC(cols, cols);
  actualC = 0.0;
  for (int i=0; i<cols; i++) {
    for (int j=0; j<cols; j++) PetscCall(MatGetValues(C, 1, &i, 1, &j, &actualC(i,j)));
  }
  blitz::Array<double,2> expectedC(cols, cols);
  expectedC = 0.0;

  expectedC(0,0) = 10.0;
  expectedC(0,1) =  2.0;
  expectedC(0,2) = -9.0;
  expectedC(0,3) = -1.0;
  expectedC(1,0) =  2.0;
  expectedC(1,1) =  5.0;
  expectedC(1,2) = -1.0;
  expectedC(1,3) = -2.0;
  expectedC(2,0) = -9.0;
  expectedC(2,1) = -1.0;
  expectedC(2,2) = 10.0;
  expectedC(2,3) =  0.0;
  expectedC(3,0) = -1.0;
  expectedC(3,1) = -2.0;
  expectedC(3,2) =  0.0;
  expectedC(3,3) =  1.0;

  int check = areBlitzArrays2NumericallyEqual(actualC,expectedC);
  validateEqualsWithParams3(check, -1 , "testPTAPRectangular()", check, actualC(check), expectedC(check));
  */

  PetscCall(MatDestroy(&A));
  PetscCall(MatDestroy(&P));
  PetscCall(MatDestroy(&C));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*TEST

   test:
      output_file: output/empty.out

   test:
      suffix: 2
      nsize: 2
      args: -matmatmult_via nonscalable
      output_file: output/empty.out

   test:
      suffix: 3
      nsize: 2
      output_file: output/empty.out

   test:
      suffix: 4
      nsize: 2
      args: -matptap_via scalable
      output_file: output/empty.out

   test:
      suffix: btheap
      args: -matmatmult_via btheap -matmattransmult_via color
      output_file: output/empty.out

   test:
      suffix: heap
      args: -matmatmult_via heap
      output_file: output/empty.out

   #HYPRE PtAP is broken for complex numbers
   test:
      suffix: hypre
      nsize: 3
      requires: hypre !complex
      args: -matmatmult_via hypre -matptap_via hypre -test_hypre
      output_file: output/empty.out

   test:
      suffix: llcondensed
      args: -matmatmult_via llcondensed
      output_file: output/empty.out

   test:
      suffix: scalable
      args: -matmatmult_via scalable
      output_file: output/empty.out

   test:
      suffix: scalable_fast
      args: -matmatmult_via scalable_fast
      output_file: output/empty.out

TEST*/