xref: /petsc/src/mat/impls/maij/maij.c (revision 717f2ec815c60d7135d3347364aec8a6bee7edb7)

/*
    Defines the basic matrix operations for the MAIJ  matrix storage format.
  This format is used for restriction and interpolation operations for
  multicomponent problems. It interpolates each component the same way
  independently.

     We provide:
         MatMult()
         MatMultTranspose()
         MatMultTransposeAdd()
         MatMultAdd()
          and
         MatCreateMAIJ(Mat,dof,Mat*)

     This single directory handles both the sequential and parallel codes
*/

#include "src/mat/impls/maij/maij.h"
#include "vecimpl.h"

#undef __FUNCT__
#define __FUNCT__ "MatMAIJGetAIJ"
PetscErrorCode MatMAIJGetAIJ(Mat A,Mat *B)
{
  PetscErrorCode ierr;
  PetscTruth     ismpimaij,isseqmaij;

  PetscFunctionBegin;
  ierr = PetscTypeCompare((PetscObject)A,MATMPIMAIJ,&ismpimaij);CHKERRQ(ierr);
  ierr = PetscTypeCompare((PetscObject)A,MATSEQMAIJ,&isseqmaij);CHKERRQ(ierr);
  if (ismpimaij) {
    Mat_MPIMAIJ *b = (Mat_MPIMAIJ*)A->data;

    *B = b->A;
  } else if (isseqmaij) {
    Mat_SeqMAIJ *b = (Mat_SeqMAIJ*)A->data;

    *B = b->AIJ;
  } else {
    *B = A;
  }
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMAIJRedimension"
PetscErrorCode MatMAIJRedimension(Mat A,PetscInt dof,Mat *B)
{
  PetscErrorCode ierr;
  Mat            Aij;

  PetscFunctionBegin;
  ierr = MatMAIJGetAIJ(A,&Aij);CHKERRQ(ierr);
  ierr = MatCreateMAIJ(Aij,dof,B);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatDestroy_SeqMAIJ"
PetscErrorCode MatDestroy_SeqMAIJ(Mat A)
{
  PetscErrorCode ierr;
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;

  PetscFunctionBegin;
  if (b->AIJ) {
    ierr = MatDestroy(b->AIJ);CHKERRQ(ierr);
  }
  ierr = PetscFree(b);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatView_SeqMAIJ"
PetscErrorCode MatView_SeqMAIJ(Mat A,PetscViewer viewer)
{
  PetscErrorCode ierr;
  Mat            B;

  PetscFunctionBegin;
  ierr = MatConvert(A,MATSEQAIJ,&B);
  ierr = MatView(B,viewer);CHKERRQ(ierr);
  ierr = MatDestroy(B);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatView_MPIMAIJ"
PetscErrorCode MatView_MPIMAIJ(Mat A,PetscViewer viewer)
{
  PetscErrorCode ierr;
  Mat            B;

  PetscFunctionBegin;
  ierr = MatConvert(A,MATMPIAIJ,&B);
  ierr = MatView(B,viewer);CHKERRQ(ierr);
  ierr = MatDestroy(B);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatDestroy_MPIMAIJ"
PetscErrorCode MatDestroy_MPIMAIJ(Mat A)
{
  PetscErrorCode ierr;
  Mat_MPIMAIJ    *b = (Mat_MPIMAIJ*)A->data;

  PetscFunctionBegin;
  if (b->AIJ) {
    ierr = MatDestroy(b->AIJ);CHKERRQ(ierr);
  }
  if (b->OAIJ) {
    ierr = MatDestroy(b->OAIJ);CHKERRQ(ierr);
  }
  if (b->A) {
    ierr = MatDestroy(b->A);CHKERRQ(ierr);
  }
  if (b->ctx) {
    ierr = VecScatterDestroy(b->ctx);CHKERRQ(ierr);
  }
  if (b->w) {
    ierr = VecDestroy(b->w);CHKERRQ(ierr);
  }
  ierr = PetscFree(b);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

/*MC
  MATMAIJ - MATMAIJ = "maij" - A matrix type to be used for restriction and interpolation operations for
  multicomponent problems, interpolating or restricting each component the same way independently.
  The matrix type is based on MATSEQAIJ for sequential matrices, and MATMPIAIJ for distributed matrices.

  Operations provided:
. MatMult
. MatMultTranspose
. MatMultAdd
. MatMultTransposeAdd

  Level: advanced

.seealso: MatCreateSeqDense
M*/

EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "MatCreate_MAIJ"
PetscErrorCode MatCreate_MAIJ(Mat A)
{
  PetscErrorCode ierr;
  Mat_MPIMAIJ    *b;

  PetscFunctionBegin;
  ierr     = PetscNew(Mat_MPIMAIJ,&b);CHKERRQ(ierr);
  A->data  = (void*)b;
  ierr = PetscMemzero(A->ops,sizeof(struct _MatOps));CHKERRQ(ierr);
  A->factor           = 0;
  A->mapping          = 0;

  b->AIJ  = 0;
  b->dof  = 0;
  b->OAIJ = 0;
  b->ctx  = 0;
  b->w    = 0;
  PetscFunctionReturn(0);
}
EXTERN_C_END

/* --------------------------------------------------------------------------------------*/
#undef __FUNCT__
#define __FUNCT__ "MatMult_SeqMAIJ_2"
PetscErrorCode MatMult_SeqMAIJ_2(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[2*idx[jrow]];
      sum2 += v[jrow]*x[2*idx[jrow]+1];
      jrow++;
     }
    y[2*i]   = sum1;
    y[2*i+1] = sum2;
  }

  PetscLogFlops(4*a->nz - 2*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTranspose_SeqMAIJ_2"
PetscErrorCode MatMultTranspose_SeqMAIJ_2(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,zero = 0.0;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  ierr = VecSet(&zero,yy);CHKERRQ(ierr);
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[2*i];
    alpha2 = x[2*i+1];
    while (n-->0) {y[2*(*idx)] += alpha1*(*v); y[2*(*idx)+1] += alpha2*(*v); idx++; v++;}
  }
  PetscLogFlops(4*a->nz - 2*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultAdd_SeqMAIJ_2"
PetscErrorCode MatMultAdd_SeqMAIJ_2(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[2*idx[jrow]];
      sum2 += v[jrow]*x[2*idx[jrow]+1];
      jrow++;
     }
    y[2*i]   += sum1;
    y[2*i+1] += sum2;
  }

  PetscLogFlops(4*a->nz - 2*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "MatMultTransposeAdd_SeqMAIJ_2"
PetscErrorCode MatMultTransposeAdd_SeqMAIJ_2(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx   = a->j + a->i[i] ;
    v     = a->a + a->i[i] ;
    n     = a->i[i+1] - a->i[i];
    alpha1 = x[2*i];
    alpha2 = x[2*i+1];
    while (n-->0) {y[2*(*idx)] += alpha1*(*v); y[2*(*idx)+1] += alpha2*(*v); idx++; v++;}
  }
  PetscLogFlops(4*a->nz - 2*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
/* --------------------------------------------------------------------------------------*/
#undef __FUNCT__
#define __FUNCT__ "MatMult_SeqMAIJ_3"
PetscErrorCode MatMult_SeqMAIJ_3(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[3*idx[jrow]];
      sum2 += v[jrow]*x[3*idx[jrow]+1];
      sum3 += v[jrow]*x[3*idx[jrow]+2];
      jrow++;
     }
    y[3*i]   = sum1;
    y[3*i+1] = sum2;
    y[3*i+2] = sum3;
  }

  PetscLogFlops(6*a->nz - 3*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTranspose_SeqMAIJ_3"
PetscErrorCode MatMultTranspose_SeqMAIJ_3(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,zero = 0.0;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  ierr = VecSet(&zero,yy);CHKERRQ(ierr);
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i];
    v      = a->a + a->i[i];
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[3*i];
    alpha2 = x[3*i+1];
    alpha3 = x[3*i+2];
    while (n-->0) {
      y[3*(*idx)]   += alpha1*(*v);
      y[3*(*idx)+1] += alpha2*(*v);
      y[3*(*idx)+2] += alpha3*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(6*a->nz - 3*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultAdd_SeqMAIJ_3"
PetscErrorCode MatMultAdd_SeqMAIJ_3(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[3*idx[jrow]];
      sum2 += v[jrow]*x[3*idx[jrow]+1];
      sum3 += v[jrow]*x[3*idx[jrow]+2];
      jrow++;
     }
    y[3*i]   += sum1;
    y[3*i+1] += sum2;
    y[3*i+2] += sum3;
  }

  PetscLogFlops(6*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "MatMultTransposeAdd_SeqMAIJ_3"
PetscErrorCode MatMultTransposeAdd_SeqMAIJ_3(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[3*i];
    alpha2 = x[3*i+1];
    alpha3 = x[3*i+2];
    while (n-->0) {
      y[3*(*idx)]   += alpha1*(*v);
      y[3*(*idx)+1] += alpha2*(*v);
      y[3*(*idx)+2] += alpha3*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(6*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

/* ------------------------------------------------------------------------------*/
#undef __FUNCT__
#define __FUNCT__ "MatMult_SeqMAIJ_4"
PetscErrorCode MatMult_SeqMAIJ_4(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[4*idx[jrow]];
      sum2 += v[jrow]*x[4*idx[jrow]+1];
      sum3 += v[jrow]*x[4*idx[jrow]+2];
      sum4 += v[jrow]*x[4*idx[jrow]+3];
      jrow++;
     }
    y[4*i]   = sum1;
    y[4*i+1] = sum2;
    y[4*i+2] = sum3;
    y[4*i+3] = sum4;
  }

  PetscLogFlops(8*a->nz - 4*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTranspose_SeqMAIJ_4"
PetscErrorCode MatMultTranspose_SeqMAIJ_4(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,zero = 0.0;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  ierr = VecSet(&zero,yy);CHKERRQ(ierr);
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);
  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[4*i];
    alpha2 = x[4*i+1];
    alpha3 = x[4*i+2];
    alpha4 = x[4*i+3];
    while (n-->0) {
      y[4*(*idx)]   += alpha1*(*v);
      y[4*(*idx)+1] += alpha2*(*v);
      y[4*(*idx)+2] += alpha3*(*v);
      y[4*(*idx)+3] += alpha4*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(8*a->nz - 4*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultAdd_SeqMAIJ_4"
PetscErrorCode MatMultAdd_SeqMAIJ_4(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[4*idx[jrow]];
      sum2 += v[jrow]*x[4*idx[jrow]+1];
      sum3 += v[jrow]*x[4*idx[jrow]+2];
      sum4 += v[jrow]*x[4*idx[jrow]+3];
      jrow++;
     }
    y[4*i]   += sum1;
    y[4*i+1] += sum2;
    y[4*i+2] += sum3;
    y[4*i+3] += sum4;
  }

  PetscLogFlops(8*a->nz - 4*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "MatMultTransposeAdd_SeqMAIJ_4"
PetscErrorCode MatMultTransposeAdd_SeqMAIJ_4(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[4*i];
    alpha2 = x[4*i+1];
    alpha3 = x[4*i+2];
    alpha4 = x[4*i+3];
    while (n-->0) {
      y[4*(*idx)]   += alpha1*(*v);
      y[4*(*idx)+1] += alpha2*(*v);
      y[4*(*idx)+2] += alpha3*(*v);
      y[4*(*idx)+3] += alpha4*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(8*a->nz - 4*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
/* ------------------------------------------------------------------------------*/

#undef __FUNCT__
#define __FUNCT__ "MatMult_SeqMAIJ_5"
PetscErrorCode MatMult_SeqMAIJ_5(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[5*idx[jrow]];
      sum2 += v[jrow]*x[5*idx[jrow]+1];
      sum3 += v[jrow]*x[5*idx[jrow]+2];
      sum4 += v[jrow]*x[5*idx[jrow]+3];
      sum5 += v[jrow]*x[5*idx[jrow]+4];
      jrow++;
     }
    y[5*i]   = sum1;
    y[5*i+1] = sum2;
    y[5*i+2] = sum3;
    y[5*i+3] = sum4;
    y[5*i+4] = sum5;
  }

  PetscLogFlops(10*a->nz - 5*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTranspose_SeqMAIJ_5"
PetscErrorCode MatMultTranspose_SeqMAIJ_5(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5,zero = 0.0;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  ierr = VecSet(&zero,yy);CHKERRQ(ierr);
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[5*i];
    alpha2 = x[5*i+1];
    alpha3 = x[5*i+2];
    alpha4 = x[5*i+3];
    alpha5 = x[5*i+4];
    while (n-->0) {
      y[5*(*idx)]   += alpha1*(*v);
      y[5*(*idx)+1] += alpha2*(*v);
      y[5*(*idx)+2] += alpha3*(*v);
      y[5*(*idx)+3] += alpha4*(*v);
      y[5*(*idx)+4] += alpha5*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(10*a->nz - 5*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultAdd_SeqMAIJ_5"
PetscErrorCode MatMultAdd_SeqMAIJ_5(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[5*idx[jrow]];
      sum2 += v[jrow]*x[5*idx[jrow]+1];
      sum3 += v[jrow]*x[5*idx[jrow]+2];
      sum4 += v[jrow]*x[5*idx[jrow]+3];
      sum5 += v[jrow]*x[5*idx[jrow]+4];
      jrow++;
     }
    y[5*i]   += sum1;
    y[5*i+1] += sum2;
    y[5*i+2] += sum3;
    y[5*i+3] += sum4;
    y[5*i+4] += sum5;
  }

  PetscLogFlops(10*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTransposeAdd_SeqMAIJ_5"
PetscErrorCode MatMultTransposeAdd_SeqMAIJ_5(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[5*i];
    alpha2 = x[5*i+1];
    alpha3 = x[5*i+2];
    alpha4 = x[5*i+3];
    alpha5 = x[5*i+4];
    while (n-->0) {
      y[5*(*idx)]   += alpha1*(*v);
      y[5*(*idx)+1] += alpha2*(*v);
      y[5*(*idx)+2] += alpha3*(*v);
      y[5*(*idx)+3] += alpha4*(*v);
      y[5*(*idx)+4] += alpha5*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(10*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

/* ------------------------------------------------------------------------------*/
#undef __FUNCT__
#define __FUNCT__ "MatMult_SeqMAIJ_6"
PetscErrorCode MatMult_SeqMAIJ_6(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5, sum6;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    sum6  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[6*idx[jrow]];
      sum2 += v[jrow]*x[6*idx[jrow]+1];
      sum3 += v[jrow]*x[6*idx[jrow]+2];
      sum4 += v[jrow]*x[6*idx[jrow]+3];
      sum5 += v[jrow]*x[6*idx[jrow]+4];
      sum6 += v[jrow]*x[6*idx[jrow]+5];
      jrow++;
     }
    y[6*i]   = sum1;
    y[6*i+1] = sum2;
    y[6*i+2] = sum3;
    y[6*i+3] = sum4;
    y[6*i+4] = sum5;
    y[6*i+5] = sum6;
  }

  PetscLogFlops(12*a->nz - 6*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTranspose_SeqMAIJ_6"
PetscErrorCode MatMultTranspose_SeqMAIJ_6(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5,alpha6,zero = 0.0;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  ierr = VecSet(&zero,yy);CHKERRQ(ierr);
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[6*i];
    alpha2 = x[6*i+1];
    alpha3 = x[6*i+2];
    alpha4 = x[6*i+3];
    alpha5 = x[6*i+4];
    alpha6 = x[6*i+5];
    while (n-->0) {
      y[6*(*idx)]   += alpha1*(*v);
      y[6*(*idx)+1] += alpha2*(*v);
      y[6*(*idx)+2] += alpha3*(*v);
      y[6*(*idx)+3] += alpha4*(*v);
      y[6*(*idx)+4] += alpha5*(*v);
      y[6*(*idx)+5] += alpha6*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(12*a->nz - 6*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultAdd_SeqMAIJ_6"
PetscErrorCode MatMultAdd_SeqMAIJ_6(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5, sum6;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    sum6  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[6*idx[jrow]];
      sum2 += v[jrow]*x[6*idx[jrow]+1];
      sum3 += v[jrow]*x[6*idx[jrow]+2];
      sum4 += v[jrow]*x[6*idx[jrow]+3];
      sum5 += v[jrow]*x[6*idx[jrow]+4];
      sum6 += v[jrow]*x[6*idx[jrow]+5];
      jrow++;
     }
    y[6*i]   += sum1;
    y[6*i+1] += sum2;
    y[6*i+2] += sum3;
    y[6*i+3] += sum4;
    y[6*i+4] += sum5;
    y[6*i+5] += sum6;
  }

  PetscLogFlops(12*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTransposeAdd_SeqMAIJ_6"
PetscErrorCode MatMultTransposeAdd_SeqMAIJ_6(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5,alpha6;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[6*i];
    alpha2 = x[6*i+1];
    alpha3 = x[6*i+2];
    alpha4 = x[6*i+3];
    alpha5 = x[6*i+4];
    alpha6 = x[6*i+5];
    while (n-->0) {
      y[6*(*idx)]   += alpha1*(*v);
      y[6*(*idx)+1] += alpha2*(*v);
      y[6*(*idx)+2] += alpha3*(*v);
      y[6*(*idx)+3] += alpha4*(*v);
      y[6*(*idx)+4] += alpha5*(*v);
      y[6*(*idx)+5] += alpha6*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(12*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

/* ------------------------------------------------------------------------------*/
#undef __FUNCT__
#define __FUNCT__ "MatMult_SeqMAIJ_8"
PetscErrorCode MatMult_SeqMAIJ_8(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5, sum6, sum7, sum8;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    sum6  = 0.0;
    sum7  = 0.0;
    sum8  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[8*idx[jrow]];
      sum2 += v[jrow]*x[8*idx[jrow]+1];
      sum3 += v[jrow]*x[8*idx[jrow]+2];
      sum4 += v[jrow]*x[8*idx[jrow]+3];
      sum5 += v[jrow]*x[8*idx[jrow]+4];
      sum6 += v[jrow]*x[8*idx[jrow]+5];
      sum7 += v[jrow]*x[8*idx[jrow]+6];
      sum8 += v[jrow]*x[8*idx[jrow]+7];
      jrow++;
     }
    y[8*i]   = sum1;
    y[8*i+1] = sum2;
    y[8*i+2] = sum3;
    y[8*i+3] = sum4;
    y[8*i+4] = sum5;
    y[8*i+5] = sum6;
    y[8*i+6] = sum7;
    y[8*i+7] = sum8;
  }

  PetscLogFlops(16*a->nz - 8*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTranspose_SeqMAIJ_8"
PetscErrorCode MatMultTranspose_SeqMAIJ_8(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5,alpha6,alpha7,alpha8,zero = 0.0;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  ierr = VecSet(&zero,yy);CHKERRQ(ierr);
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[8*i];
    alpha2 = x[8*i+1];
    alpha3 = x[8*i+2];
    alpha4 = x[8*i+3];
    alpha5 = x[8*i+4];
    alpha6 = x[8*i+5];
    alpha7 = x[8*i+6];
    alpha8 = x[8*i+7];
    while (n-->0) {
      y[8*(*idx)]   += alpha1*(*v);
      y[8*(*idx)+1] += alpha2*(*v);
      y[8*(*idx)+2] += alpha3*(*v);
      y[8*(*idx)+3] += alpha4*(*v);
      y[8*(*idx)+4] += alpha5*(*v);
      y[8*(*idx)+5] += alpha6*(*v);
      y[8*(*idx)+6] += alpha7*(*v);
      y[8*(*idx)+7] += alpha8*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(16*a->nz - 8*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultAdd_SeqMAIJ_8"
PetscErrorCode MatMultAdd_SeqMAIJ_8(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5, sum6, sum7, sum8;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    sum6  = 0.0;
    sum7  = 0.0;
    sum8  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[8*idx[jrow]];
      sum2 += v[jrow]*x[8*idx[jrow]+1];
      sum3 += v[jrow]*x[8*idx[jrow]+2];
      sum4 += v[jrow]*x[8*idx[jrow]+3];
      sum5 += v[jrow]*x[8*idx[jrow]+4];
      sum6 += v[jrow]*x[8*idx[jrow]+5];
      sum7 += v[jrow]*x[8*idx[jrow]+6];
      sum8 += v[jrow]*x[8*idx[jrow]+7];
      jrow++;
     }
    y[8*i]   += sum1;
    y[8*i+1] += sum2;
    y[8*i+2] += sum3;
    y[8*i+3] += sum4;
    y[8*i+4] += sum5;
    y[8*i+5] += sum6;
    y[8*i+6] += sum7;
    y[8*i+7] += sum8;
  }

  PetscLogFlops(16*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTransposeAdd_SeqMAIJ_8"
PetscErrorCode MatMultTransposeAdd_SeqMAIJ_8(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5,alpha6,alpha7,alpha8;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[8*i];
    alpha2 = x[8*i+1];
    alpha3 = x[8*i+2];
    alpha4 = x[8*i+3];
    alpha5 = x[8*i+4];
    alpha6 = x[8*i+5];
    alpha7 = x[8*i+6];
    alpha8 = x[8*i+7];
    while (n-->0) {
      y[8*(*idx)]   += alpha1*(*v);
      y[8*(*idx)+1] += alpha2*(*v);
      y[8*(*idx)+2] += alpha3*(*v);
      y[8*(*idx)+3] += alpha4*(*v);
      y[8*(*idx)+4] += alpha5*(*v);
      y[8*(*idx)+5] += alpha6*(*v);
      y[8*(*idx)+6] += alpha7*(*v);
      y[8*(*idx)+7] += alpha8*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(16*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

/* ------------------------------------------------------------------------------*/
#undef __FUNCT__
#define __FUNCT__ "MatMult_SeqMAIJ_9"
PetscErrorCode MatMult_SeqMAIJ_9(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5, sum6, sum7, sum8, sum9;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    sum6  = 0.0;
    sum7  = 0.0;
    sum8  = 0.0;
    sum9  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[9*idx[jrow]];
      sum2 += v[jrow]*x[9*idx[jrow]+1];
      sum3 += v[jrow]*x[9*idx[jrow]+2];
      sum4 += v[jrow]*x[9*idx[jrow]+3];
      sum5 += v[jrow]*x[9*idx[jrow]+4];
      sum6 += v[jrow]*x[9*idx[jrow]+5];
      sum7 += v[jrow]*x[9*idx[jrow]+6];
      sum8 += v[jrow]*x[9*idx[jrow]+7];
      sum9 += v[jrow]*x[9*idx[jrow]+8];
      jrow++;
     }
    y[9*i]   = sum1;
    y[9*i+1] = sum2;
    y[9*i+2] = sum3;
    y[9*i+3] = sum4;
    y[9*i+4] = sum5;
    y[9*i+5] = sum6;
    y[9*i+6] = sum7;
    y[9*i+7] = sum8;
    y[9*i+8] = sum9;
  }

  PetscLogFlops(18*a->nz - 9*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTranspose_SeqMAIJ_9"
PetscErrorCode MatMultTranspose_SeqMAIJ_9(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5,alpha6,alpha7,alpha8,alpha9,zero = 0.0;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  ierr = VecSet(&zero,yy);CHKERRQ(ierr);
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[9*i];
    alpha2 = x[9*i+1];
    alpha3 = x[9*i+2];
    alpha4 = x[9*i+3];
    alpha5 = x[9*i+4];
    alpha6 = x[9*i+5];
    alpha7 = x[9*i+6];
    alpha8 = x[9*i+7];
    alpha9 = x[9*i+8];
    while (n-->0) {
      y[9*(*idx)]   += alpha1*(*v);
      y[9*(*idx)+1] += alpha2*(*v);
      y[9*(*idx)+2] += alpha3*(*v);
      y[9*(*idx)+3] += alpha4*(*v);
      y[9*(*idx)+4] += alpha5*(*v);
      y[9*(*idx)+5] += alpha6*(*v);
      y[9*(*idx)+6] += alpha7*(*v);
      y[9*(*idx)+7] += alpha8*(*v);
      y[9*(*idx)+8] += alpha9*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(18*a->nz - 9*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultAdd_SeqMAIJ_9"
PetscErrorCode MatMultAdd_SeqMAIJ_9(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5, sum6, sum7, sum8, sum9;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    sum6  = 0.0;
    sum7  = 0.0;
    sum8  = 0.0;
    sum9  = 0.0;
    for (j=0; j<n; j++) {
      sum1 += v[jrow]*x[9*idx[jrow]];
      sum2 += v[jrow]*x[9*idx[jrow]+1];
      sum3 += v[jrow]*x[9*idx[jrow]+2];
      sum4 += v[jrow]*x[9*idx[jrow]+3];
      sum5 += v[jrow]*x[9*idx[jrow]+4];
      sum6 += v[jrow]*x[9*idx[jrow]+5];
      sum7 += v[jrow]*x[9*idx[jrow]+6];
      sum8 += v[jrow]*x[9*idx[jrow]+7];
      sum9 += v[jrow]*x[9*idx[jrow]+8];
      jrow++;
     }
    y[9*i]   += sum1;
    y[9*i+1] += sum2;
    y[9*i+2] += sum3;
    y[9*i+3] += sum4;
    y[9*i+4] += sum5;
    y[9*i+5] += sum6;
    y[9*i+6] += sum7;
    y[9*i+7] += sum8;
    y[9*i+8] += sum9;
  }

  PetscLogFlops(18*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTransposeAdd_SeqMAIJ_9"
PetscErrorCode MatMultTransposeAdd_SeqMAIJ_9(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5,alpha6,alpha7,alpha8,alpha9;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[9*i];
    alpha2 = x[9*i+1];
    alpha3 = x[9*i+2];
    alpha4 = x[9*i+3];
    alpha5 = x[9*i+4];
    alpha6 = x[9*i+5];
    alpha7 = x[9*i+6];
    alpha8 = x[9*i+7];
    alpha9 = x[9*i+8];
    while (n-->0) {
      y[9*(*idx)]   += alpha1*(*v);
      y[9*(*idx)+1] += alpha2*(*v);
      y[9*(*idx)+2] += alpha3*(*v);
      y[9*(*idx)+3] += alpha4*(*v);
      y[9*(*idx)+4] += alpha5*(*v);
      y[9*(*idx)+5] += alpha6*(*v);
      y[9*(*idx)+6] += alpha7*(*v);
      y[9*(*idx)+7] += alpha8*(*v);
      y[9*(*idx)+8] += alpha9*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(18*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

/*--------------------------------------------------------------------------------------------*/
#undef __FUNCT__
#define __FUNCT__ "MatMult_SeqMAIJ_16"
PetscErrorCode MatMult_SeqMAIJ_16(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5, sum6, sum7, sum8;
  PetscScalar    sum9, sum10, sum11, sum12, sum13, sum14, sum15, sum16;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    sum6  = 0.0;
    sum7  = 0.0;
    sum8  = 0.0;
    sum9  = 0.0;
    sum10 = 0.0;
    sum11 = 0.0;
    sum12 = 0.0;
    sum13 = 0.0;
    sum14 = 0.0;
    sum15 = 0.0;
    sum16 = 0.0;
    for (j=0; j<n; j++) {
      sum1  += v[jrow]*x[16*idx[jrow]];
      sum2  += v[jrow]*x[16*idx[jrow]+1];
      sum3  += v[jrow]*x[16*idx[jrow]+2];
      sum4  += v[jrow]*x[16*idx[jrow]+3];
      sum5  += v[jrow]*x[16*idx[jrow]+4];
      sum6  += v[jrow]*x[16*idx[jrow]+5];
      sum7  += v[jrow]*x[16*idx[jrow]+6];
      sum8  += v[jrow]*x[16*idx[jrow]+7];
      sum9  += v[jrow]*x[16*idx[jrow]+8];
      sum10 += v[jrow]*x[16*idx[jrow]+9];
      sum11 += v[jrow]*x[16*idx[jrow]+10];
      sum12 += v[jrow]*x[16*idx[jrow]+11];
      sum13 += v[jrow]*x[16*idx[jrow]+12];
      sum14 += v[jrow]*x[16*idx[jrow]+13];
      sum15 += v[jrow]*x[16*idx[jrow]+14];
      sum16 += v[jrow]*x[16*idx[jrow]+15];
      jrow++;
     }
    y[16*i]    = sum1;
    y[16*i+1]  = sum2;
    y[16*i+2]  = sum3;
    y[16*i+3]  = sum4;
    y[16*i+4]  = sum5;
    y[16*i+5]  = sum6;
    y[16*i+6]  = sum7;
    y[16*i+7]  = sum8;
    y[16*i+8]  = sum9;
    y[16*i+9]  = sum10;
    y[16*i+10] = sum11;
    y[16*i+11] = sum12;
    y[16*i+12] = sum13;
    y[16*i+13] = sum14;
    y[16*i+14] = sum15;
    y[16*i+15] = sum16;
  }

  PetscLogFlops(32*a->nz - 16*m);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTranspose_SeqMAIJ_16"
PetscErrorCode MatMultTranspose_SeqMAIJ_16(Mat A,Vec xx,Vec yy)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5,alpha6,alpha7,alpha8,zero = 0.0;
  PetscScalar    alpha9,alpha10,alpha11,alpha12,alpha13,alpha14,alpha15,alpha16;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  ierr = VecSet(&zero,yy);CHKERRQ(ierr);
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(yy,&y);CHKERRQ(ierr);

  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1  = x[16*i];
    alpha2  = x[16*i+1];
    alpha3  = x[16*i+2];
    alpha4  = x[16*i+3];
    alpha5  = x[16*i+4];
    alpha6  = x[16*i+5];
    alpha7  = x[16*i+6];
    alpha8  = x[16*i+7];
    alpha9  = x[16*i+8];
    alpha10 = x[16*i+9];
    alpha11 = x[16*i+10];
    alpha12 = x[16*i+11];
    alpha13 = x[16*i+12];
    alpha14 = x[16*i+13];
    alpha15 = x[16*i+14];
    alpha16 = x[16*i+15];
    while (n-->0) {
      y[16*(*idx)]    += alpha1*(*v);
      y[16*(*idx)+1]  += alpha2*(*v);
      y[16*(*idx)+2]  += alpha3*(*v);
      y[16*(*idx)+3]  += alpha4*(*v);
      y[16*(*idx)+4]  += alpha5*(*v);
      y[16*(*idx)+5]  += alpha6*(*v);
      y[16*(*idx)+6]  += alpha7*(*v);
      y[16*(*idx)+7]  += alpha8*(*v);
      y[16*(*idx)+8]  += alpha9*(*v);
      y[16*(*idx)+9]  += alpha10*(*v);
      y[16*(*idx)+10] += alpha11*(*v);
      y[16*(*idx)+11] += alpha12*(*v);
      y[16*(*idx)+12] += alpha13*(*v);
      y[16*(*idx)+13] += alpha14*(*v);
      y[16*(*idx)+14] += alpha15*(*v);
      y[16*(*idx)+15] += alpha16*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(32*a->nz - 16*b->AIJ->n);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(yy,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultAdd_SeqMAIJ_16"
PetscErrorCode MatMultAdd_SeqMAIJ_16(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,sum1, sum2, sum3, sum4, sum5, sum6, sum7, sum8;
  PetscScalar    sum9, sum10, sum11, sum12, sum13, sum14, sum15, sum16;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,*idx,*ii;
  PetscInt       n,i,jrow,j;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  idx  = a->j;
  v    = a->a;
  ii   = a->i;

  for (i=0; i<m; i++) {
    jrow = ii[i];
    n    = ii[i+1] - jrow;
    sum1  = 0.0;
    sum2  = 0.0;
    sum3  = 0.0;
    sum4  = 0.0;
    sum5  = 0.0;
    sum6  = 0.0;
    sum7  = 0.0;
    sum8  = 0.0;
    sum9  = 0.0;
    sum10 = 0.0;
    sum11 = 0.0;
    sum12 = 0.0;
    sum13 = 0.0;
    sum14 = 0.0;
    sum15 = 0.0;
    sum16 = 0.0;
    for (j=0; j<n; j++) {
      sum1  += v[jrow]*x[16*idx[jrow]];
      sum2  += v[jrow]*x[16*idx[jrow]+1];
      sum3  += v[jrow]*x[16*idx[jrow]+2];
      sum4  += v[jrow]*x[16*idx[jrow]+3];
      sum5  += v[jrow]*x[16*idx[jrow]+4];
      sum6  += v[jrow]*x[16*idx[jrow]+5];
      sum7  += v[jrow]*x[16*idx[jrow]+6];
      sum8  += v[jrow]*x[16*idx[jrow]+7];
      sum9  += v[jrow]*x[16*idx[jrow]+8];
      sum10 += v[jrow]*x[16*idx[jrow]+9];
      sum11 += v[jrow]*x[16*idx[jrow]+10];
      sum12 += v[jrow]*x[16*idx[jrow]+11];
      sum13 += v[jrow]*x[16*idx[jrow]+12];
      sum14 += v[jrow]*x[16*idx[jrow]+13];
      sum15 += v[jrow]*x[16*idx[jrow]+14];
      sum16 += v[jrow]*x[16*idx[jrow]+15];
      jrow++;
     }
    y[16*i]    += sum1;
    y[16*i+1]  += sum2;
    y[16*i+2]  += sum3;
    y[16*i+3]  += sum4;
    y[16*i+4]  += sum5;
    y[16*i+5]  += sum6;
    y[16*i+6]  += sum7;
    y[16*i+7]  += sum8;
    y[16*i+8]  += sum9;
    y[16*i+9]  += sum10;
    y[16*i+10] += sum11;
    y[16*i+11] += sum12;
    y[16*i+12] += sum13;
    y[16*i+13] += sum14;
    y[16*i+14] += sum15;
    y[16*i+15] += sum16;
  }

  PetscLogFlops(32*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTransposeAdd_SeqMAIJ_16"
PetscErrorCode MatMultTransposeAdd_SeqMAIJ_16(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_SeqMAIJ    *b = (Mat_SeqMAIJ*)A->data;
  Mat_SeqAIJ     *a = (Mat_SeqAIJ*)b->AIJ->data;
  PetscScalar    *x,*y,*v,alpha1,alpha2,alpha3,alpha4,alpha5,alpha6,alpha7,alpha8;
  PetscScalar    alpha9,alpha10,alpha11,alpha12,alpha13,alpha14,alpha15,alpha16;
  PetscErrorCode ierr;
  PetscInt       m = b->AIJ->m,n,i,*idx;

  PetscFunctionBegin;
  if (yy != zz) {ierr = VecCopy(yy,zz);CHKERRQ(ierr);}
  ierr = VecGetArray(xx,&x);CHKERRQ(ierr);
  ierr = VecGetArray(zz,&y);CHKERRQ(ierr);
  for (i=0; i<m; i++) {
    idx    = a->j + a->i[i] ;
    v      = a->a + a->i[i] ;
    n      = a->i[i+1] - a->i[i];
    alpha1 = x[16*i];
    alpha2 = x[16*i+1];
    alpha3 = x[16*i+2];
    alpha4 = x[16*i+3];
    alpha5 = x[16*i+4];
    alpha6 = x[16*i+5];
    alpha7 = x[16*i+6];
    alpha8 = x[16*i+7];
    alpha9  = x[16*i+8];
    alpha10 = x[16*i+9];
    alpha11 = x[16*i+10];
    alpha12 = x[16*i+11];
    alpha13 = x[16*i+12];
    alpha14 = x[16*i+13];
    alpha15 = x[16*i+14];
    alpha16 = x[16*i+15];
    while (n-->0) {
      y[16*(*idx)]   += alpha1*(*v);
      y[16*(*idx)+1] += alpha2*(*v);
      y[16*(*idx)+2] += alpha3*(*v);
      y[16*(*idx)+3] += alpha4*(*v);
      y[16*(*idx)+4] += alpha5*(*v);
      y[16*(*idx)+5] += alpha6*(*v);
      y[16*(*idx)+6] += alpha7*(*v);
      y[16*(*idx)+7] += alpha8*(*v);
      y[16*(*idx)+8]  += alpha9*(*v);
      y[16*(*idx)+9]  += alpha10*(*v);
      y[16*(*idx)+10] += alpha11*(*v);
      y[16*(*idx)+11] += alpha12*(*v);
      y[16*(*idx)+12] += alpha13*(*v);
      y[16*(*idx)+13] += alpha14*(*v);
      y[16*(*idx)+14] += alpha15*(*v);
      y[16*(*idx)+15] += alpha16*(*v);
      idx++; v++;
    }
  }
  PetscLogFlops(32*a->nz);
  ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(zz,&y);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

/*===================================================================================*/
#undef __FUNCT__
#define __FUNCT__ "MatMult_MPIMAIJ_dof"
PetscErrorCode MatMult_MPIMAIJ_dof(Mat A,Vec xx,Vec yy)
{
  Mat_MPIMAIJ    *b = (Mat_MPIMAIJ*)A->data;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  /* start the scatter */
  ierr = VecScatterBegin(xx,b->w,INSERT_VALUES,SCATTER_FORWARD,b->ctx);CHKERRQ(ierr);
  ierr = (*b->AIJ->ops->mult)(b->AIJ,xx,yy);CHKERRQ(ierr);
  ierr = VecScatterEnd(xx,b->w,INSERT_VALUES,SCATTER_FORWARD,b->ctx);CHKERRQ(ierr);
  ierr = (*b->OAIJ->ops->multadd)(b->OAIJ,b->w,yy,yy);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTranspose_MPIMAIJ_dof"
PetscErrorCode MatMultTranspose_MPIMAIJ_dof(Mat A,Vec xx,Vec yy)
{
  Mat_MPIMAIJ    *b = (Mat_MPIMAIJ*)A->data;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  ierr = (*b->OAIJ->ops->multtranspose)(b->OAIJ,xx,b->w);CHKERRQ(ierr);
  ierr = VecScatterBegin(b->w,yy,ADD_VALUES,SCATTER_REVERSE,b->ctx);CHKERRQ(ierr);
  ierr = (*b->AIJ->ops->multtranspose)(b->AIJ,xx,yy);CHKERRQ(ierr);
  ierr = VecScatterEnd(b->w,yy,ADD_VALUES,SCATTER_REVERSE,b->ctx);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultAdd_MPIMAIJ_dof"
PetscErrorCode MatMultAdd_MPIMAIJ_dof(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_MPIMAIJ    *b = (Mat_MPIMAIJ*)A->data;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  /* start the scatter */
  ierr = VecScatterBegin(xx,b->w,INSERT_VALUES,SCATTER_FORWARD,b->ctx);CHKERRQ(ierr);
  ierr = (*b->AIJ->ops->multadd)(b->AIJ,xx,yy,zz);CHKERRQ(ierr);
  ierr = VecScatterEnd(xx,b->w,INSERT_VALUES,SCATTER_FORWARD,b->ctx);CHKERRQ(ierr);
  ierr = (*b->OAIJ->ops->multadd)(b->OAIJ,b->w,zz,zz);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatMultTransposeAdd_MPIMAIJ_dof"
PetscErrorCode MatMultTransposeAdd_MPIMAIJ_dof(Mat A,Vec xx,Vec yy,Vec zz)
{
  Mat_MPIMAIJ    *b = (Mat_MPIMAIJ*)A->data;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  ierr = (*b->OAIJ->ops->multtranspose)(b->OAIJ,xx,b->w);CHKERRQ(ierr);
  ierr = VecScatterBegin(b->w,zz,ADD_VALUES,SCATTER_REVERSE,b->ctx);CHKERRQ(ierr);
  ierr = (*b->AIJ->ops->multtransposeadd)(b->AIJ,xx,yy,zz);CHKERRQ(ierr);
  ierr = VecScatterEnd(b->w,zz,ADD_VALUES,SCATTER_REVERSE,b->ctx);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "MatConvert_SeqMAIJ_SeqAIJ"
PetscErrorCode MatConvert_SeqMAIJ_SeqAIJ(Mat A,const MatType newtype,Mat *B)
{
  Mat_SeqMAIJ       *b = (Mat_SeqMAIJ*)A->data;
  Mat               a = b->AIJ;
  Mat_SeqAIJ        *aij = (Mat_SeqAIJ*)a->data;
  PetscErrorCode    ierr;
  PetscInt          m,n,i,ncols,*ilen,nmax = 0,*icols,j,k,ii,dof = b->dof;
  PetscInt          *cols;
  PetscScalar       *vals;

  PetscFunctionBegin;
  ierr = MatGetSize(a,&m,&n);CHKERRQ(ierr);
  ierr = PetscMalloc(dof*m*sizeof(int),&ilen);CHKERRQ(ierr);
  for (i=0; i<m; i++) {
    nmax = PetscMax(nmax,aij->ilen[i]);
    for (j=0; j<dof; j++) {
      ilen[dof*i+j] = aij->ilen[i];
    }
  }
  ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,dof*m,dof*n,0,ilen,B);CHKERRQ(ierr);
  ierr = MatSetOption(*B,MAT_COLUMNS_SORTED);CHKERRQ(ierr);
  ierr = PetscFree(ilen);CHKERRQ(ierr);
  ierr = PetscMalloc(nmax*sizeof(PetscInt),&icols);CHKERRQ(ierr);
  ii   = 0;
  for (i=0; i<m; i++) {
    ierr = MatGetRow_SeqAIJ(a,i,&ncols,&cols,&vals);CHKERRQ(ierr);
    for (j=0; j<dof; j++) {
      for (k=0; k<ncols; k++) {
        icols[k] = dof*cols[k]+j;
      }
      ierr = MatSetValues_SeqAIJ(*B,1,&ii,ncols,icols,vals,INSERT_VALUES);CHKERRQ(ierr);
      ii++;
    }
    ierr = MatRestoreRow_SeqAIJ(a,i,&ncols,&cols,&vals);CHKERRQ(ierr);
  }
  ierr = PetscFree(icols);CHKERRQ(ierr);
  ierr = MatAssemblyBegin(*B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
  ierr = MatAssemblyEnd(*B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#include "src/mat/impls/aij/mpi/mpiaij.h"
#undef __FUNCT__
#define __FUNCT__ "MatConvert_MPIMAIJ_MPIAIJ"
PetscErrorCode MatConvert_MPIMAIJ_MPIAIJ(Mat A,const MatType newtype,Mat *B)
{
  Mat_MPIMAIJ       *maij = (Mat_MPIMAIJ*)A->data;
  Mat               MatAIJ  = ((Mat_SeqMAIJ*)maij->AIJ->data)->AIJ;
  Mat               MatOAIJ = ((Mat_SeqMAIJ*)maij->OAIJ->data)->AIJ;
  Mat_SeqAIJ        *AIJ = (Mat_SeqAIJ*) MatAIJ->data;
  Mat_SeqAIJ        *OAIJ =(Mat_SeqAIJ*) MatOAIJ->data;
  Mat_MPIAIJ        *mpiaij = (Mat_MPIAIJ*) maij->A->data;
  PetscInt          dof = maij->dof,i,j,*dnz,*onz,nmax = 0,onmax = 0,*oicols,*icols,ncols,*cols,oncols,*ocols;
  PetscInt          rstart,cstart,*garray,ii,k;
  PetscErrorCode    ierr;
  PetscScalar       *vals,*ovals;

  PetscFunctionBegin;
  ierr = PetscMalloc2(A->m,PetscInt,&dnz,A->m,PetscInt,&onz);CHKERRQ(ierr);
  for (i=0; i<A->m/dof; i++) {
    nmax  = PetscMax(nmax,AIJ->ilen[i]);
    onmax = PetscMax(onmax,OAIJ->ilen[i]);
    for (j=0; j<dof; j++) {
      dnz[dof*i+j] = AIJ->ilen[i];
      onz[dof*i+j] = OAIJ->ilen[i];
    }
  }
  ierr = MatCreateMPIAIJ(A->comm,A->m,A->n,A->M,A->N,0,dnz,0,onz,B);CHKERRQ(ierr);
  ierr = MatSetOption(*B,MAT_COLUMNS_SORTED);CHKERRQ(ierr);
  ierr = PetscFree2(dnz,onz);CHKERRQ(ierr);

  ierr   = PetscMalloc2(nmax,PetscInt,&icols,onmax,PetscInt,&oicols);CHKERRQ(ierr);
  rstart = dof*mpiaij->rstart;
  cstart = dof*mpiaij->cstart;
  garray = mpiaij->garray;

  ii = rstart;
  for (i=0; i<A->m/dof; i++) {
    ierr = MatGetRow_SeqAIJ(MatAIJ,i,&ncols,&cols,&vals);CHKERRQ(ierr);
    ierr = MatGetRow_SeqAIJ(MatOAIJ,i,&oncols,&ocols,&ovals);CHKERRQ(ierr);
    for (j=0; j<dof; j++) {
      for (k=0; k<ncols; k++) {
        icols[k] = cstart + dof*cols[k]+j;
      }
      for (k=0; k<oncols; k++) {
        oicols[k] = dof*garray[ocols[k]]+j;
      }
      ierr = MatSetValues_MPIAIJ(*B,1,&ii,ncols,icols,vals,INSERT_VALUES);CHKERRQ(ierr);
      ierr = MatSetValues_MPIAIJ(*B,1,&ii,oncols,oicols,ovals,INSERT_VALUES);CHKERRQ(ierr);
      ii++;
    }
    ierr = MatRestoreRow_SeqAIJ(MatAIJ,i,&ncols,&cols,&vals);CHKERRQ(ierr);
    ierr = MatRestoreRow_SeqAIJ(MatOAIJ,i,&oncols,&ocols,&ovals);CHKERRQ(ierr);
  }
  ierr = PetscFree2(icols,oicols);CHKERRQ(ierr);

  ierr = MatAssemblyBegin(*B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
  ierr = MatAssemblyEnd(*B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}



/* ---------------------------------------------------------------------------------- */
/*MC
  MatCreateMAIJ - Creates a matrix type providing restriction and interpolation
  operations for multicomponent problems.  It interpolates each component the same
  way independently.  The matrix type is based on MATSEQAIJ for sequential matrices,
  and MATMPIAIJ for distributed matrices.

  Operations provided:
+ MatMult
. MatMultTranspose
. MatMultAdd
. MatMultTransposeAdd
- MatView

  Level: advanced

M*/
#undef __FUNCT__
#define __FUNCT__ "MatCreateMAIJ"
PetscErrorCode MatCreateMAIJ(Mat A,PetscInt dof,Mat *maij)
{
  PetscErrorCode ierr;
  PetscMPIInt    size;
  PetscInt       n;
  Mat_MPIMAIJ    *b;
  Mat            B;

  PetscFunctionBegin;
  ierr   = PetscObjectReference((PetscObject)A);CHKERRQ(ierr);

  if (dof == 1) {
    *maij = A;
  } else {
    ierr = MatCreate(A->comm,dof*A->m,dof*A->n,dof*A->M,dof*A->N,&B);CHKERRQ(ierr);
    B->assembled    = PETSC_TRUE;

    ierr = MPI_Comm_size(A->comm,&size);CHKERRQ(ierr);
    if (size == 1) {
      ierr = MatSetType(B,MATSEQMAIJ);CHKERRQ(ierr);
      B->ops->destroy = MatDestroy_SeqMAIJ;
      B->ops->view    = MatView_SeqMAIJ;
      b      = (Mat_MPIMAIJ*)B->data;
      b->dof = dof;
      b->AIJ = A;
      if (dof == 2) {
        B->ops->mult             = MatMult_SeqMAIJ_2;
        B->ops->multadd          = MatMultAdd_SeqMAIJ_2;
        B->ops->multtranspose    = MatMultTranspose_SeqMAIJ_2;
        B->ops->multtransposeadd = MatMultTransposeAdd_SeqMAIJ_2;
      } else if (dof == 3) {
        B->ops->mult             = MatMult_SeqMAIJ_3;
        B->ops->multadd          = MatMultAdd_SeqMAIJ_3;
        B->ops->multtranspose    = MatMultTranspose_SeqMAIJ_3;
        B->ops->multtransposeadd = MatMultTransposeAdd_SeqMAIJ_3;
      } else if (dof == 4) {
        B->ops->mult             = MatMult_SeqMAIJ_4;
        B->ops->multadd          = MatMultAdd_SeqMAIJ_4;
        B->ops->multtranspose    = MatMultTranspose_SeqMAIJ_4;
        B->ops->multtransposeadd = MatMultTransposeAdd_SeqMAIJ_4;
      } else if (dof == 5) {
        B->ops->mult             = MatMult_SeqMAIJ_5;
        B->ops->multadd          = MatMultAdd_SeqMAIJ_5;
        B->ops->multtranspose    = MatMultTranspose_SeqMAIJ_5;
        B->ops->multtransposeadd = MatMultTransposeAdd_SeqMAIJ_5;
      } else if (dof == 6) {
        B->ops->mult             = MatMult_SeqMAIJ_6;
        B->ops->multadd          = MatMultAdd_SeqMAIJ_6;
        B->ops->multtranspose    = MatMultTranspose_SeqMAIJ_6;
        B->ops->multtransposeadd = MatMultTransposeAdd_SeqMAIJ_6;
      } else if (dof == 8) {
        B->ops->mult             = MatMult_SeqMAIJ_8;
        B->ops->multadd          = MatMultAdd_SeqMAIJ_8;
        B->ops->multtranspose    = MatMultTranspose_SeqMAIJ_8;
        B->ops->multtransposeadd = MatMultTransposeAdd_SeqMAIJ_8;
      } else if (dof == 9) {
        B->ops->mult             = MatMult_SeqMAIJ_9;
        B->ops->multadd          = MatMultAdd_SeqMAIJ_9;
        B->ops->multtranspose    = MatMultTranspose_SeqMAIJ_9;
        B->ops->multtransposeadd = MatMultTransposeAdd_SeqMAIJ_9;
      } else if (dof == 16) {
        B->ops->mult             = MatMult_SeqMAIJ_16;
        B->ops->multadd          = MatMultAdd_SeqMAIJ_16;
        B->ops->multtranspose    = MatMultTranspose_SeqMAIJ_16;
        B->ops->multtransposeadd = MatMultTransposeAdd_SeqMAIJ_16;
      } else {
        SETERRQ1(PETSC_ERR_SUP,"Cannot handle a dof of %D. Send request for code to petsc-maint@mcs.anl.gov\n",dof);
      }
      ierr = PetscObjectComposeFunctionDynamic((PetscObject)B,"MatConvert_seqmaij_seqaij_C","MatConvert_SeqMAIJ_SeqAIJ",MatConvert_SeqMAIJ_SeqAIJ);CHKERRQ(ierr);
    } else {
      Mat_MPIAIJ *mpiaij = (Mat_MPIAIJ *)A->data;
      IS         from,to;
      Vec        gvec;
      PetscInt   *garray,i;

      ierr = MatSetType(B,MATMPIMAIJ);CHKERRQ(ierr);
      B->ops->destroy = MatDestroy_MPIMAIJ;
      B->ops->view    = MatView_MPIMAIJ;
      b      = (Mat_MPIMAIJ*)B->data;
      b->dof = dof;
      b->A   = A;
      ierr = MatCreateMAIJ(mpiaij->A,dof,&b->AIJ);CHKERRQ(ierr);
      ierr = MatCreateMAIJ(mpiaij->B,dof,&b->OAIJ);CHKERRQ(ierr);

      ierr = VecGetSize(mpiaij->lvec,&n);CHKERRQ(ierr);
      ierr = VecCreateSeq(PETSC_COMM_SELF,n*dof,&b->w);CHKERRQ(ierr);

      /* create two temporary Index sets for build scatter gather */
      ierr = PetscMalloc((n+1)*sizeof(PetscInt),&garray);CHKERRQ(ierr);
      for (i=0; i<n; i++) garray[i] = dof*mpiaij->garray[i];
      ierr = ISCreateBlock(A->comm,dof,n,garray,&from);CHKERRQ(ierr);
      ierr = PetscFree(garray);CHKERRQ(ierr);
      ierr = ISCreateStride(PETSC_COMM_SELF,n*dof,0,1,&to);CHKERRQ(ierr);

      /* create temporary global vector to generate scatter context */
      ierr = VecCreateMPI(A->comm,dof*A->n,dof*A->N,&gvec);CHKERRQ(ierr);

      /* generate the scatter context */
      ierr = VecScatterCreate(gvec,from,b->w,to,&b->ctx);CHKERRQ(ierr);

      ierr = ISDestroy(from);CHKERRQ(ierr);
      ierr = ISDestroy(to);CHKERRQ(ierr);
      ierr = VecDestroy(gvec);CHKERRQ(ierr);

      B->ops->mult             = MatMult_MPIMAIJ_dof;
      B->ops->multtranspose    = MatMultTranspose_MPIMAIJ_dof;
      B->ops->multadd          = MatMultAdd_MPIMAIJ_dof;
      B->ops->multtransposeadd = MatMultTransposeAdd_MPIMAIJ_dof;
      ierr = PetscObjectComposeFunctionDynamic((PetscObject)B,"MatConvert_mpimaij_mpiaij_C","MatConvert_MPIMAIJ_MPIAIJ",MatConvert_MPIMAIJ_MPIAIJ);CHKERRQ(ierr);
    }
    *maij = B;
    ierr = MatView_Private(B);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}