Example #1
0
/*
   FormFunctionFortran - Evaluates nonlinear function, F(x) in Fortran.

*/
int FormFunctionFortran(SNES snes,Vec X,Vec F,void *ptr)
{
  AppCtx            *user = (AppCtx*)ptr;
  int               ierr;
  PetscScalar       *f;
  const PetscScalar *x;  

  /*
      Process 0 has to wait for all other processes to get here
   before proceeding to write in the shared vector
  */
  ierr = PetscBarrier((PetscObject)snes);CHKERRQ(ierr);
  if (!user->rank) {
    ierr = VecGetArrayRead(X,&x);CHKERRQ(ierr);
    ierr = VecGetArray(F,&f);CHKERRQ(ierr);
    applicationfunctionfortran_(&user->param,&user->mx,&user->my,x,f,&ierr);
    ierr = VecRestoreArrayRead(X,&x);CHKERRQ(ierr);
    ierr = VecRestoreArray(F,&f);CHKERRQ(ierr);
    ierr = PetscLogFlops(11.0*(user->mx-2)*(user->my-2))CHKERRQ(ierr);
  }
  /*
      All the non-busy processors have to wait here for process 0 to finish
      evaluating the function; otherwise they will start using the vector values
      before they have been computed
  */
  ierr = PetscBarrier((PetscObject)snes);CHKERRQ(ierr);
  return 0;
}
Example #2
0
PetscErrorCode TSAdjointEventHandler(TS ts)
{
  PetscErrorCode ierr;
  TSEvent        event;
  PetscReal      t;
  Vec            U;
  PetscInt       ctr;
  PetscBool      forwardsolve=PETSC_FALSE; /* Flag indicating that TS is doing an adjoint solve */

  PetscFunctionBegin;
  PetscValidHeaderSpecific(ts,TS_CLASSID,1);
  if (!ts->event) PetscFunctionReturn(0);
  event = ts->event;

  ierr = TSGetTime(ts,&t);CHKERRQ(ierr);
  ierr = TSGetSolution(ts,&U);CHKERRQ(ierr);

  ctr = event->recorder.ctr-1;
  if (ctr >= 0 && PetscAbsReal(t - event->recorder.time[ctr]) < PETSC_SMALL) {
    /* Call the user postevent function */
    if (event->postevent) {
      ierr = (*event->postevent)(ts,event->recorder.nevents[ctr],event->recorder.eventidx[ctr],t,U,forwardsolve,event->ctx);CHKERRQ(ierr);
      event->recorder.ctr--;
    }
  }

  PetscBarrier((PetscObject)ts);
  PetscFunctionReturn(0);
}
Example #3
0
File: gada.c Project: adrielb/DCell
PetscErrorCode testCreate2D()
{
  int ga;
  DA da;
  DALocalInfo info;
  Vec vec;
  PetscErrorCode ierr;
  
  PetscFunctionBegin;
  int d1 = 1453, d2 = 1451;
  ierr = DACreate2d(PETSC_COMM_WORLD,DA_NONPERIODIC,DA_STENCIL_STAR,
              d1,d2,PETSC_DECIDE,PETSC_DECIDE,1,1,0,0, &da); CHKERRQ(ierr);
  ierr = DAGetLocalInfo(da,&info); CHKERRQ(ierr);
  ierr = DACreateGlobalArray( da, &ga, &vec); CHKERRQ(ierr);
  
  PetscReal **v;
  ierr = DAVecGetArray(da,vec,&v); CHKERRQ(ierr);
  int xe = info.xs+info.xm,
      ye = info.ys+info.ym;
  for (int j = info.ys; j < ye; ++j) {
    for (int i = info.xs; i < xe; ++i) {
      v[j][i] = 1.*i + d1 * j;
    }
  }
  ierr = DAVecRestoreArray(da,vec,&v); CHKERRQ(ierr);
  PetscPrintf(PETSC_COMM_WORLD,"Updated local portion with DAVec\n");
  PetscBarrier(0);
  {
    double *da_ptr;
  VecGetArray(vec, &da_ptr);
  double *ptr;
  int low[2],hi[2],ld;
  NGA_Distribution(ga,GA_Nodeid(),low,hi);
  NGA_Access(ga,low,hi,&ptr,&ld);
  printf("[%d] ga:%p\tda:%p\tdiff:%p\n", GA_Nodeid(), ptr, da_ptr, (ptr-da_ptr) );
  NGA_Release_update(ga,low,hi);
  }
  
  int lo[2],ld;
  double val;
  for (int j = 0; j < d2; ++j) {
    for (int i = 0; i < d1; ++i) {
      lo[0] = j;
      lo[1] = i;
      NGA_Get(ga,lo,lo,&val,&ld);
      if( PetscAbs( i + d1*j - val) > .1 )
        printf(".");
//        printf("[%d] (%3.0f,%3.0f)\n", GA_Nodeid(), 1.*i + d1*j, val);
    }
  }
  GA_Print_stats();
  ierr = VecDestroy(vec); CHKERRQ(ierr);
  GA_Destroy(ga);
  PetscFunctionReturn(0);
}
Example #4
0
File: tfs.c Project: Kun-Qu/petsc
static PetscErrorCode PCSetUp_TFS(PC pc)
{
  PC_TFS        *tfs = (PC_TFS*)pc->data;
  Mat            A = pc->pmat;
  Mat_MPIAIJ     *a = (Mat_MPIAIJ*)A->data;
  PetscErrorCode ierr;
  PetscInt      *localtoglobal,ncol,i;
  PetscBool      ismpiaij;

  /*
  PetscBool      issymmetric;
  Petsc Real tol = 0.0;
  */

  PetscFunctionBegin;
  if (A->cmap->N != A->rmap->N) SETERRQ(((PetscObject)pc)->comm,PETSC_ERR_ARG_SIZ,"matrix must be square"); 
  ierr = PetscObjectTypeCompare((PetscObject)pc->pmat,MATMPIAIJ,&ismpiaij);CHKERRQ(ierr);
  if (!ismpiaij) SETERRQ(((PetscObject)pc)->comm,PETSC_ERR_SUP,"Currently only supports MPIAIJ matrices");

  /* generate the local to global mapping */
  ncol = a->A->cmap->n + a->B->cmap->n;
  ierr = PetscMalloc((ncol)*sizeof(PetscInt),&localtoglobal);CHKERRQ(ierr);
  for (i=0; i<a->A->cmap->n; i++) {
    localtoglobal[i] = A->cmap->rstart + i + 1;
  }
  for (i=0; i<a->B->cmap->n; i++) {
    localtoglobal[i+a->A->cmap->n] = a->garray[i] + 1;
  }
  /* generate the vectors needed for the local solves */
  ierr = VecCreateSeqWithArray(PETSC_COMM_SELF,1,a->A->rmap->n,PETSC_NULL,&tfs->b);CHKERRQ(ierr);
  ierr = VecCreateSeqWithArray(PETSC_COMM_SELF,1,a->A->cmap->n,PETSC_NULL,&tfs->xd);CHKERRQ(ierr);
  ierr = VecCreateSeqWithArray(PETSC_COMM_SELF,1,a->B->cmap->n,PETSC_NULL,&tfs->xo);CHKERRQ(ierr);
  tfs->nd = a->A->cmap->n;


  /*  ierr =  MatIsSymmetric(A,tol,&issymmetric); */
  /*  if (issymmetric) { */
  ierr = PetscBarrier((PetscObject)pc);CHKERRQ(ierr);
  if (A->symmetric) {
    tfs->xxt       = XXT_new();
    ierr           = XXT_factor(tfs->xxt,localtoglobal,A->rmap->n,ncol,(void*)PCTFSLocalMult_TFS,pc);CHKERRQ(ierr);
    pc->ops->apply = PCApply_TFS_XXT;
  } else {
    tfs->xyt       = XYT_new();
    ierr           = XYT_factor(tfs->xyt,localtoglobal,A->rmap->n,ncol,(void*)PCTFSLocalMult_TFS,pc);CHKERRQ(ierr);
    pc->ops->apply = PCApply_TFS_XYT;
  }

  ierr = PetscFree(localtoglobal);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #5
0
int main(int argc, char **args)
{
  PetscErrorCode  ierr;
  ierr = PetscInitialize(&argc, &args, (char *) 0, ""); CHKERRQ(ierr);
  ierr = PetscPrintf(PETSC_COMM_WORLD, "Start %s\n", __FILE__); CHKERRQ(ierr);
  MPI_Comm comm = PETSC_COMM_WORLD;

  int rank;
  MPI_Comm_rank(comm,&rank);
  char hostname[256];
  gethostname(hostname,255);
  printf("%d: %s\n",rank,hostname);
  PetscBarrier(0);

  ierr = PetscPrintf(PETSC_COMM_WORLD, "End %s\n", __FILE__); CHKERRQ(ierr);
  ierr = PetscFinalize(); CHKERRQ(ierr);
}
Example #6
0
PetscErrorCode DMVecViewLocal(DM dm, Vec v, PetscViewer viewer)
{
  Vec            lv;
  PetscInt       p;
  PetscMPIInt    rank, numProcs;
  PetscErrorCode ierr;

  PetscFunctionBeginUser;
  ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)dm), &rank);CHKERRQ(ierr);
  ierr = MPI_Comm_size(PetscObjectComm((PetscObject)dm), &numProcs);CHKERRQ(ierr);
  ierr = DMGetLocalVector(dm, &lv);CHKERRQ(ierr);
  ierr = DMGlobalToLocalBegin(dm, v, INSERT_VALUES, lv);CHKERRQ(ierr);
  ierr = DMGlobalToLocalEnd(dm, v, INSERT_VALUES, lv);CHKERRQ(ierr);
  ierr = PetscPrintf(PETSC_COMM_WORLD, "Local function\n");CHKERRQ(ierr);
  for (p = 0; p < numProcs; ++p) {
    if (p == rank) {ierr = VecView(lv, PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);}
    ierr = PetscBarrier((PetscObject) dm);CHKERRQ(ierr);
  }
  ierr = DMRestoreLocalVector(dm, &lv);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #7
0
/*
   FormFunction - Evaluates nonlinear function, F(x).

   Input Parameters:
.  snes - the SNES context
.  X - input vector
.  ptr - optional user-defined context, as set by SNESSetFunction()

   Output Parameter:
.  F - function vector
 */
int FormFunction(SNES snes,Vec X,Vec F,void *ptr)
{
  AppCtx            *user = (AppCtx*)ptr;
  int               ierr,i,j,row,mx,my;
  PetscReal         two = 2.0,one = 1.0,lambda,hx,hy,hxdhy,hydhx,sc;
  PetscScalar       u,uxx,uyy,*f;
  const PetscScalar *x;

  /*
      Process 0 has to wait for all other processes to get here
   before proceeding to write in the shared vector
  */
  ierr = PetscBarrier((PetscObject)X);CHKERRQ(ierr);

  if (user->rank) {
    /*
       All the non-busy processors have to wait here for process 0 to finish
       evaluating the function; otherwise they will start using the vector values
       before they have been computed
    */
    ierr = PetscBarrier((PetscObject)X);CHKERRQ(ierr);
    return 0;
  }

  mx = user->mx;            my = user->my;            lambda = user->param;
  hx = one/(PetscReal)(mx-1);  hy = one/(PetscReal)(my-1);
  sc = hx*hy*lambda;        hxdhy = hx/hy;            hydhx = hy/hx;

  /*
     Get pointers to vector data
  */
  ierr = VecGetArrayRead(X,&x);CHKERRQ(ierr);
  ierr = VecGetArray(F,&f);CHKERRQ(ierr);

  /*
      The next line tells the SGI compiler that x and f contain no overlapping
    regions and thus it can use addition optimizations.
  */
#pragma arl(4)
#pragma distinct (*x,*f)
#pragma no side effects (exp)

  /*
     Compute function over the entire  grid
  */
  for (j=0; j<my; j++) {
    for (i=0; i<mx; i++) {
      row = i + j*mx;
      if (i == 0 || j == 0 || i == mx-1 || j == my-1) {
        f[row] = x[row];
        continue;
      }
      u      = x[row];
      uxx    = (two*u - x[row-1] - x[row+1])*hydhx;
      uyy    = (two*u - x[row-mx] - x[row+mx])*hxdhy;
      f[row] = uxx + uyy - sc*PetscExpScalar(u);
    }
  }

  /*
     Restore vectors
  */
  ierr = VecRestoreArrayRead(X,&x);CHKERRQ(ierr);
  ierr = VecRestoreArray(F,&f);CHKERRQ(ierr);

  ierr = PetscLogFlops(11.0*(mx-2)*(my-2))CHKERRQ(ierr);
  ierr = PetscBarrier((PetscObject)X);CHKERRQ(ierr);
  return 0;
}
Example #8
0
/*
   FormInitialGuess - Forms initial approximation.

   Input Parameters:
   user - user-defined application context
   X - vector

   Output Parameter:
   X - vector
 */
int FormInitialGuess(AppCtx *user,Vec X)
{
  int         i,j,row,mx,my,ierr;
  PetscReal   one = 1.0,lambda,temp1,temp,hx,hy,hxdhy,hydhx,sc;
  PetscScalar *x;

  /*
      Process 0 has to wait for all other processes to get here
   before proceeding to write in the shared vector
  */
  ierr = PetscBarrier((PetscObject)X);CHKERRQ(ierr);
  if (user->rank) {
    /*
       All the non-busy processors have to wait here for process 0 to finish
       evaluating the function; otherwise they will start using the vector values
       before they have been computed
    */
    ierr = PetscBarrier((PetscObject)X);CHKERRQ(ierr);
    return 0;
  }

  mx = user->mx;               my = user->my;        lambda = user->param;
  hx = one/(PetscReal)(mx-1);  hy = one/(PetscReal)(my-1);
  sc = hx*hy*lambda;        hxdhy = hx/hy;            hydhx = hy/hx;

  temp1 = lambda/(lambda + one);

  /*
     Get a pointer to vector data.
       - For default PETSc vectors, VecGetArray() returns a pointer to
         the data array.  Otherwise, the routine is implementation dependent.
       - You MUST call VecRestoreArray() when you no longer need access to
         the array.
  */
  ierr = VecGetArray(X,&x);CHKERRQ(ierr);

  /*
     Compute initial guess over the locally owned part of the grid
  */
#pragma arl(4)
#pragma distinct (*x,*f)
#pragma no side effects (sqrt)
  for (j=0; j<my; j++) {
    temp = (PetscReal)(PetscMin(j,my-j-1))*hy;
    for (i=0; i<mx; i++) {
      row = i + j*mx;
      if (i == 0 || j == 0 || i == mx-1 || j == my-1) {
        x[row] = 0.0;
        continue;
      }
      x[row] = temp1*PetscSqrtReal(PetscMin((PetscReal)(PetscMin(i,mx-i-1))*hx,temp));
    }
  }

  /*
     Restore vector
  */
  ierr = VecRestoreArray(X,&x);CHKERRQ(ierr);

  ierr = PetscBarrier((PetscObject)X);CHKERRQ(ierr);
  return 0;
}
Example #9
0
File: ex67.c Project: Kun-Qu/petsc
/*
  FormFunctionLocal - Form the local residual F from the local input X

  Input Parameters:
+ dm - The mesh
. X  - Local input vector
- user - The user context

  Output Parameter:
. F  - Local output vector

  Note:
  We form the residual one batch of elements at a time. This allows us to offload work onto an accelerator,
  like a GPU, or vectorize on a multicore machine.

.seealso: FormJacobianLocal()
*/
PetscErrorCode FormFunctionLocal(DM dm, Vec X, Vec F, AppCtx *user)
{
  const PetscInt   debug = user->debug;
  const PetscInt   dim   = user->dim;
  PetscReal       *coords, *v0, *J, *invJ, *detJ;
  PetscScalar     *elemVec, *u;
  const PetscInt   numCells = cEnd - cStart;
  PetscInt         cellDof  = 0;
  PetscInt         maxQuad  = 0;
  PetscInt         jacSize  = 1;
  PetscInt         cStart, cEnd, c, field;
  PetscErrorCode   ierr;

  PetscFunctionBegin;
  ierr = PetscLogEventBegin(user->residualEvent,0,0,0,0);CHKERRQ(ierr);
  ierr = VecSet(F, 0.0);CHKERRQ(ierr);
  ierr = DMDAGetHeightStratum(dm, 0, &cStart, &cEnd);CHKERRQ(ierr);
  for(field = 0; field < numFields; ++field) {
    PetscInt dof = 1;
    for(d = 0; d < dim; ++d) {dof *= user->q[field].numBasisFuncs*user->q[field].numComponents;}
    cellDof += dof;
    maxQuad  = PetscMax(maxQuad, user->q[field].numQuadPoints);
  }
  for(d = 0; d < dim; ++d) {jacSize *= maxQuad;}
  ierr = PetscMalloc3(dim,PetscReal,&coords,dim,PetscReal,&v0,jacSize,PetscReal,&J);CHKERRQ(ierr);
  ierr = PetscMalloc4(numCells*cellDof,PetscScalar,&u,numCells*jacSize,PetscReal,&invJ,numCells,PetscReal,&detJ,numCells*cellDof,PetscScalar,&elemVec);CHKERRQ(ierr);
  for(c = cStart; c < cEnd; ++c) {
    const PetscScalar *x;
    PetscInt           i;

    ierr = DMDAComputeCellGeometry(dm, c, v0, J, &invJ[c*jacSize], &detJ[c]);CHKERRQ(ierr);
    if (detJ[c] <= 0.0) SETERRQ2(PETSC_COMM_SELF, PETSC_ERR_ARG_OUTOFRANGE, "Invalid determinant %g for element %d", detJ[c], c);
    ierr = DMDAVecGetClosure(dm, PETSC_NULL, X, c, &x);CHKERRQ(ierr);

    for(i = 0; i < cellDof; ++i) {
      u[c*cellDof+i] = x[i];
    }
  }
  for(field = 0; field < numFields; ++field) {
    const PetscInt numQuadPoints = user->q[field].numQuadPoints;
    const PetscInt numBasisFuncs = user->q[field].numBasisFuncs;
    void (*f0)(PetscScalar u[], const PetscScalar gradU[], PetscScalar f0[]) = user->f0Funcs[field];
    void (*f1)(PetscScalar u[], const PetscScalar gradU[], PetscScalar f1[]) = user->f1Funcs[field];
    /* Conforming batches */
    PetscInt blockSize  = numBasisFuncs*numQuadPoints;
    PetscInt numBlocks  = 1;
    PetscInt batchSize  = numBlocks * blockSize;
    PetscInt numBatches = user->numBatches;
    PetscInt numChunks  = numCells / (numBatches*batchSize);
    ierr = IntegrateResidualBatchCPU(numChunks*numBatches*batchSize, numFields, field, u, invJ, detJ, user->q, f0, f1, elemVec, user);CHKERRQ(ierr);
    /* Remainder */
    PetscInt numRemainder = numCells % (numBatches * batchSize);
    PetscInt offset       = numCells - numRemainder;
    ierr = IntegrateResidualBatchCPU(numRemainder, numFields, field, &u[offset*cellDof], &invJ[offset*dim*dim], &detJ[offset],
                                     user->q, f0, f1, &elemVec[offset*cellDof], user);CHKERRQ(ierr);
  }
  for(c = cStart; c < cEnd; ++c) {
    if (debug) {ierr = DMPrintCellVector(c, "Residual", cellDof, &elemVec[c*cellDof]);CHKERRQ(ierr);}
    ierr = DMComplexVecSetClosure(dm, PETSC_NULL, F, c, &elemVec[c*cellDof], ADD_VALUES);CHKERRQ(ierr);
  }
  ierr = PetscFree4(u,invJ,detJ,elemVec);CHKERRQ(ierr);
  ierr = PetscFree3(coords,v0,J);CHKERRQ(ierr);
  if (user->showResidual) {
    PetscInt p;

    ierr = PetscPrintf(PETSC_COMM_WORLD, "Residual:\n");CHKERRQ(ierr);
    for(p = 0; p < user->numProcs; ++p) {
      if (p == user->rank) {
        Vec f;

        ierr = VecDuplicate(F, &f);CHKERRQ(ierr);
        ierr = VecCopy(F, f);CHKERRQ(ierr);
        ierr = VecChop(f, 1.0e-10);CHKERRQ(ierr);
        ierr = VecView(f, PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);
        ierr = VecDestroy(&f);CHKERRQ(ierr);
      }
      ierr = PetscBarrier((PetscObject) dm);CHKERRQ(ierr);
    }
  }
  ierr = PetscLogEventEnd(user->residualEvent,0,0,0,0);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #10
0
File: gada.c Project: adrielb/DCell
PetscErrorCode testCreate3D(  )
{
  int ga;
  DA da;
  DALocalInfo info;
  Vec vec;
  PetscErrorCode ierr;
  
  PetscFunctionBegin;
  int d1 = 229, d2 = 229, d3 = 229;
  int rank;
  MPI_Comm_rank(PETSC_COMM_WORLD,&rank);
  ierr = DACreate3d(PETSC_COMM_WORLD,DA_NONPERIODIC,DA_STENCIL_STAR,
              d1,d2,d3,
              PETSC_DECIDE,PETSC_DECIDE,PETSC_DECIDE,
              1,1,
              0,0,0, &da); CHKERRQ(ierr);
  ierr = DAGetLocalInfo(da,&info); CHKERRQ(ierr);
  ierr = DACreateGlobalArray( da, &ga, &vec); CHKERRQ(ierr);
  
  PetscReal ***v;
  ierr = DAVecGetArray(da,vec,&v); CHKERRQ(ierr);
  int xe = info.xs+info.xm,
      ye = info.ys+info.ym,
      ze = info.zs+info.zm;
  for (int k = info.zs; k < ze; ++k) {
    for (int j = info.ys; j < ye; ++j) {
      for (int i = info.xs; i < xe; ++i) {
        v[k][j][i] = 1.*i + d1*j + d1*d2*k;
      }
    }
  }
  ierr = DAVecRestoreArray(da,vec,&v); CHKERRQ(ierr);
  ierr = PetscPrintf(PETSC_COMM_WORLD, "Sequential values filled in petsc vec.\n"); CHKERRQ(ierr);
  
  ierr = PetscBarrier(0); CHKERRQ(ierr);
  int lo[3],ld, p = 10;
  int patch[10][10][10];
  double val;
  for (int k = 0; k < d3; k+=p) {
    for (int j = 0; j < d2; j+=p) {
      for (int i = 0; i < d1; i+=p) {
        lo[0] = k;
        lo[1] = j;
        lo[2] = i;
        NGA_Get(ga,lo,lo,&val,&ld);
        if( PetscAbs( i + d1*j + d1*d2*k - val) > .1 )
//          printf(".");
          printf("(%3.0f,%3.0f) ", 1.*i + d1*j + d1*d2*k, val);
      }
    }
  }
  ierr = PetscPrintf(PETSC_COMM_WORLD, "Ended NGA_Get() test.\n"); CHKERRQ(ierr);
  
  ierr = PetscBarrier(0); CHKERRQ(ierr);
  if( rank == 0 )
  {
    for (int k = 0; k < d3; ++k) {
      printf(">%d\n",k);
      for (int j = 0; j < d2; ++j) {
        for (int i = 0; i < d1; ++i) {
          lo[0] = k; lo[1] = j; lo[2] = i;
          val = 1.*i + d1*j + d1*d2*k;
          val *= -1;
          NGA_Put(ga,lo,lo,&val,&ld);
        }
      }
    }
  }
  ierr = PetscPrintf(PETSC_COMM_WORLD, "Ended NGA_Put() negative seq values.\n"); CHKERRQ(ierr);
  
  ierr = PetscBarrier(0); CHKERRQ(ierr);
  ierr = DAVecGetArray(da,vec,&v); CHKERRQ(ierr);
  for (int k = info.zs; k < ze; ++k) {
    for (int j = info.ys; j < ye; ++j) {
      for (int i = info.xs; i < xe; ++i) {
        val = -1 * (1.*i + d1*j + d1*d2*k);
        if( PetscAbs( val - v[k][j][i] ) > .1 )
          printf(".");
      }
    }
  }
  ierr = DAVecRestoreArray(da,vec,&v); CHKERRQ(ierr);
  ierr = PetscPrintf(PETSC_COMM_WORLD, "Ended petsc vec update test.\n"); CHKERRQ(ierr);
  
  if( rank == 0 )
    GA_Print_stats();
  
  ierr = VecDestroy(vec); CHKERRQ(ierr);
  GA_Destroy(ga);
  PetscFunctionReturn(0);
}
Example #11
0
File: gada.c Project: adrielb/DCell
PetscErrorCode vizGA2DA()
{
  PetscErrorCode  ierr;
  int rank;
  MPI_Comm_rank(PETSC_COMM_WORLD,&rank);  
  int d1 = 40, d2 = 50;
  
  DA da;
  Vec vec;
  const PetscInt *lx, *ly, *lz;
  PetscInt m,n,p;
  DALocalInfo info;
  ierr = DACreate2d(PETSC_COMM_WORLD,DA_NONPERIODIC,DA_STENCIL_STAR,
            d1,d2,PETSC_DECIDE,PETSC_DECIDE,1,1,0,0, &da); CHKERRQ(ierr);
  ierr = DACreateGlobalVector(da, &vec); CHKERRQ(ierr);
  ierr = DAGetOwnershipRanges(da, &lx, &ly, &lz); CHKERRQ(ierr);
  ierr = DAGetLocalInfo(da,&info); CHKERRQ(ierr);
  ierr = DAGetInfo(da,0,0,0,0,&m,&n,&p,0,0,0,0); CHKERRQ(ierr);
  /**/
  ierr = DAView(da, PETSC_VIEWER_STDOUT_WORLD); CHKERRQ(ierr);
  for (int i = 0; i < m; ++i) {
    PetscPrintf(PETSC_COMM_WORLD,"%d\tlx: %d\n",i,lx[i]);
  }
  for (int i = 0; i < n; ++i) {
    PetscPrintf(PETSC_COMM_WORLD,"%d\tly: %d\n",i,ly[i]);
  }
  /**/
 
  
  int ga = GA_Create_handle();
  int ndim = 2;
  int dims[2] = {d2,d1};
  GA_Set_data(ga,2,dims,MT_DBL);
  int *map;
  PetscMalloc( sizeof(int)*(m+n), &map);
  map[0] = 0;
  for( int i = 1; i < n; i++ )
  {
    map[i] = ly[i-1] + map[i-1];
  }
  map[n] = 0;
  for( int i = n+1; i < m+n; i++ )
  {
    map[i] = lx[i-n-1] + map[i-1];
  }
  /* correct ordering, but nodeid's dont line up with mpi rank for petsc's da
   * DA: +---+---+   GA: +---+---+   
   *     +-2-+-3-+       +-1-+-3-+
   *     +---+---+       +---+---+
   *     +-0-+-1-+       +-0-+-2-+
   *     +---+---+       +---+---+
  int *map;
  PetscMalloc( sizeof(int)*(m+n), &map);
  map[0] = 0;
  for( int i = 1; i < m; i++ )
  {
    map[i] = lx[i] + map[i-1];
  }
  map[m] = 0;
  for( int i = m+1; i < m+n; i++ )
  {
    map[i] = ly[i-m] + map[i-1];
  }
  */
  int block[2] = {n,m};  
  GA_Set_irreg_distr(ga,map,block);
  ierr = GA_Allocate( ga );
  if( !ierr ) GA_Error("\n\n\nga allocaltion failed\n\n",ierr);
  if( !ga ) GA_Error("\n\n\n ga null \n\n",ierr); 
  if( rank != GA_Nodeid() ) GA_Error("MPI rank does not match GA_Nodeid()",1);
  GA_Print_distribution(ga);  
  
  int lo[2], hi[2];
  NGA_Distribution(ga,rank,lo,hi);
  if( lo[1] != info.xs || hi[1] != info.xs+info.xm-1 ||
      lo[0] != info.ys || hi[0] != info.ys+info.ym-1 )
  {
    PetscSynchronizedPrintf(PETSC_COMM_SELF,"[%d] lo:(%2d,%2d)  hi:(%2d,%2d) \t DA: (%2d,%2d), (%2d, %2d)\n",
        rank, lo[1], lo[0], hi[1], hi[0], info.xs, info.ys, info.xs+info.xm-1, info.ys+info.ym-1);
  }
  PetscBarrier(0);
  PetscSynchronizedFlush(PETSC_COMM_WORLD);

  AO ao;
  DAGetAO(da,&ao);
  if( rank == 0 )
  {
    int *idx, len = d1*d2;
    PetscReal *val;
    PetscMalloc(sizeof(PetscReal)*len, &val);
    PetscMalloc(sizeof(int)*len, &idx);
    for (int j = 0; j < d2; ++j)
    {
      for (int i = 0; i < d1; ++i)
      {
        idx[i + d1*j] = i + d1*j;
        val[i + d1*j] = i + d1*j;
      }
    }
    AOApplicationToPetsc(ao,len,idx);
    VecSetValues(vec,len,idx,val,INSERT_VALUES);

    int a[2], b[2],ld[1]={0};
    double c = 0;
    for (int j = 0; j < d2; ++j)
    {
      for (int i = 0; i < d1; ++i)
      {
        a[0] = j;
        a[1] = i;
//        printf("%5.0f ",c);
        NGA_Put(ga,a,a,&c,ld);
        c++;
      }
    }
  }
//  GA_Print(ga);
  VecAssemblyBegin(vec);
  VecAssemblyEnd(vec);
  
  int ld;
  double *ptr;
  NGA_Access(ga,lo,hi,&ptr,&ld);
  PetscReal **d;
  int c=0;
  ierr = DAVecGetArray(da,vec,&d); CHKERRQ(ierr);
  for (int j = info.ys; j < info.ys+info.ym; ++j)
  {
    for (int i = info.xs; i < info.xs+info.xm; ++i)
    {
      if( d[j][i] != ptr[(i-info.xs)+ld*(j-info.ys)] )
        GA_Error("DA array is not equal to GA array",1);
//      printf("%d (%d,%d):\t%3.0f\t%3.0f\n", c, i, j, d[j][i], ptr[(i-info.xs)+ld*(j-info.ys)]);
      c++;
    }
  }
  ierr = DAVecRestoreArray(da,vec,&d); CHKERRQ(ierr);
  
  c=0;
  PetscReal *v;
  int start, end;
  VecGetOwnershipRange(vec, &start, &end);
  VecGetArray( vec, &v );
  for( int i = start; i < end; i++)
  {
//    printf("%d:\t%3.0f\t%3.0f\t%s\n", start, v[i-start], ptr[i-start], (v[i-start]-ptr[i-start]==0?"":"NO") );
  }
  VecRestoreArray( vec, &v );
  
  NGA_Release_update(ga,lo,hi);

  Vec gada;
  VecCreateMPIWithArray(((PetscObject)da)->comm,da->Nlocal,PETSC_DETERMINE,ptr,&gada);
  VecView(gada,PETSC_VIEWER_STDOUT_SELF);
  
  GA_Destroy(ga);
  
  
  
  ierr = VecDestroy(vec); CHKERRQ(ierr);
  ierr = DADestroy(da); CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #12
0
PetscErrorCode
Metos3DTimeStepPhi(Metos3D *metos3d, Vec *yin, Vec *yout, PetscInt nparam, PetscReal *u0)
{
    // bgc
    PetscInt    npref       = metos3d->fileFormatPrefixCount;
    PetscInt    ntracer     = metos3d->tracerCount;
    // time step
    PetscScalar t0          = metos3d->timeStepStart;
    PetscScalar dt          = metos3d->timeStep;
    PetscInt    nstep       = metos3d->timeStepCount;
    // work vars
    PetscScalar tj;
    PetscInt    itracer, istep;
    Vec         *ywork;
    PetscFunctionBegin;
    // wait for all processors
    PetscBarrier(PETSC_NULL);
    // start log event
    PetscLogEventBegin(metos3d->eventTimeStepPhi, 0, 0, 0, 0);
    // prepare work vector
    VecDuplicateVecs(*yin, ntracer, &ywork);
    // initial point in time, project time to [0,1[
    tj = fmod(t0, 1.0);
    // init bgc, yout not set (yet)
    Metos3DBGCStepInit(metos3d, tj, dt, yin, yout, nparam, u0);
    // time step loop
    for (istep = 0; istep < nstep; istep++) {
        // point in time
        tj = fmod(t0 + istep*dt, 1.0);
        // work vars
        char filePrefixFormat[PETSC_MAX_PATH_LEN];    
        char filePrefix      [PETSC_MAX_PATH_LEN];    
        // file prefix
        if (npref > 1) {
            if ((metos3d->spinupStep + 1)%metos3d->moduloStep[0] == 0) {
                PetscInt modstep = metos3d->moduloStepCount;
                if (modstep > 0) {
                    PetscInt imodstep = metos3d->moduloStep[1];
                    if ((istep+1)%imodstep == 0) {
                        sprintf(filePrefixFormat, "%s%s", metos3d->filePrefix, metos3d->fileFormatPrefix[1]);
                        sprintf(filePrefix, filePrefixFormat, istep);
                        // output
                        Metos3DBGCOutputPrefix(metos3d, filePrefix, ntracer, yin);
                    }
                } else {
                    sprintf(filePrefixFormat, "%s%s", metos3d->filePrefix, metos3d->fileFormatPrefix[1]);
                    sprintf(filePrefix, filePrefixFormat, istep);
                    // output
                    Metos3DBGCOutputPrefix(metos3d, filePrefix, ntracer, yin);
                }
            }
        }
        // yout = Phi(yi)
        // yin = yout
        Metos3DTimeStepPhiStep(metos3d, tj, dt, istep, yin, yout, ywork, nparam, u0);
        for(itracer = 0; itracer < ntracer; itracer++) VecCopy(yout[itracer], yin[itracer]);
    }
    // final bgc, yout not set (yet)
    Metos3DBGCStepFinal(metos3d, tj, dt, yin, yout, nparam, u0);
    // free work vector
    VecDestroyVecs(ntracer, &ywork);
    // wait for all processors
    PetscBarrier(PETSC_NULL);
    // stop log event
    PetscLogEventEnd(metos3d->eventTimeStepPhi, 0, 0, 0, 0);
    // debug
    Metos3DDebug(metos3d, kDebugLevel, "Metos3DTimeStepPhi\n");
    PetscFunctionReturn(0);
}
Example #13
0
PetscErrorCode FiberField_Nei_Alltoall( FiberField f )
{
  int i;
  int neiIdx; // index where nei[] == src
  int count; // probing count num elements received
  const int tag = 128456826; // TODO: should tag # be something unique for each call to this routine?
  const int NUMRECV = f->NUMRECV;
  Array *sendbufs = f->sendbufs;
  Array *recvbufs = f->recvbufs;
  MPI_Request reqSend[NUMNEI];
  MPI_Request reqRecv[NUMNEI];
  MPI_Status status;
  MPI_Comm comm = f->comm;
  const PetscMPIInt *neiRanks;
  PetscErrorCode ierr;

  PetscFunctionBegin;

  //TODO: why is this barrier necessary if all Isend/Irecv matched with WaitAll?
  //BUG: without barrier, sources from other iterations caught in probe
  ierr = PetscBarrier(0); CHKERRQ(ierr);

  ierr = DMDAGetNeighbors(f->da, &neiRanks); CHKERRQ(ierr);

  // send verts to neighbors
  for (i = 0; i < NUMNEI; i++) {
    count = ArrayLength(sendbufs[i]);
    ierr = MPI_Isend(ArrayGetData(sendbufs[i]), count, f->vertmpitype, neiRanks[i], tag, comm, &reqSend[i] ); CHKERRQ(ierr);
    /*ierr = MPI_Send(ArrayGetData(sendbufs[i]), count, f->vertmpitype, neiRanks[i], tag, comm ); CHKERRQ(ierr);*/

#ifdef DEBUG_ALLTOALL
    ierr = PetscInfo1(0, "i = %d\n", i ); CHKERRQ(ierr);
    ierr = PetscInfo1(0, "dst = %d\n", neiRanks[i] ); CHKERRQ(ierr);
    ierr = PetscInfo1(0, "count = %d\n", ArrayLength(sendbufs[i]) ); CHKERRQ(ierr);
#endif
  }
  
  // receive verts from neighbors
  for (i = 0; i < NUMRECV; i++) {
    // probe for count verts sent
    ierr = MPI_Probe(MPI_ANY_SOURCE, tag, comm, &status); CHKERRQ(ierr);
    ierr = MPI_Get_count( &status, f->vertmpitype, &count); CHKERRQ(ierr);
    // convert source rank into nei index (for recvbufs array)
    for (neiIdx = 0; neiIdx < NUMNEI; neiIdx++) {
      if( neiRanks[neiIdx] == status.MPI_SOURCE )
        break;
    }

#ifdef DEBUG_ALLTOALL
    ierr = PetscInfo1(0, "i = %d\n", i ); CHKERRQ(ierr);
    ierr = PetscInfo1(0, "src = %d\n", status.MPI_SOURCE ); CHKERRQ(ierr);
    ierr = PetscInfo1(0, "count = %d\n", count ); CHKERRQ(ierr);
#endif
    
    ierr = ArraySetSize( recvbufs[neiIdx], count); CHKERRQ(ierr);
    ierr = MPI_Irecv( ArrayGetData(recvbufs[neiIdx]), count, f->vertmpitype, status.MPI_SOURCE, tag, comm, &reqRecv[i]); CHKERRQ(ierr);
    /*ierr = MPI_Recv( ArrayGetData(recvbufs[neiIdx]), count, f->vertmpitype, status.MPI_SOURCE, tag, comm, &status ); CHKERRQ(ierr);*/
  }

  ierr = MPI_Waitall( NUMRECV, reqRecv, MPI_STATUSES_IGNORE ); CHKERRQ(ierr);
  ierr = MPI_Waitall(  NUMNEI, reqSend, MPI_STATUSES_IGNORE ); CHKERRQ(ierr);
  

  PetscFunctionReturn(0);
}
Example #14
0
File: ex2.c Project: petsc/petsc
int main(int argc, char **argv)
{
  AppCtx              ctx;
  PetscErrorCode   (**funcs)(PetscInt dim, PetscReal time, const PetscReal x[], PetscInt Nf, PetscScalar *u, void *ctx);
  DM                  dm;
  PetscFE             fe;
  DMInterpolationInfo interpolator;
  Vec                 lu, fieldVals;
  PetscScalar        *vals;
  const PetscScalar  *ivals, *vcoords;
  PetscReal          *pcoords;
  PetscBool           pointsAllProcs=PETSC_TRUE;
  PetscInt            spaceDim, c, Np, p;
  PetscMPIInt         rank, size;
  PetscViewer         selfviewer;
  PetscErrorCode      ierr;

  ierr = PetscInitialize(&argc, &argv, NULL,help);if (ierr) return ierr;
  ierr = ProcessOptions(PETSC_COMM_WORLD, &ctx);CHKERRQ(ierr);
  ierr = CreateMesh(PETSC_COMM_WORLD, &ctx, &dm);CHKERRQ(ierr);
  ierr = DMGetCoordinateDim(dm, &spaceDim);CHKERRQ(ierr);
  ierr = MPI_Comm_rank(PETSC_COMM_WORLD, &rank);CHKERRQ(ierr);
  ierr = MPI_Comm_size(PETSC_COMM_WORLD, &size);CHKERRQ(ierr);
  /* Create points */
  ierr = CreatePoints(dm, &Np, &pcoords, &pointsAllProcs, &ctx);CHKERRQ(ierr);
  /* Create interpolator */
  ierr = DMInterpolationCreate(PETSC_COMM_WORLD, &interpolator);CHKERRQ(ierr);
  ierr = DMInterpolationSetDim(interpolator, spaceDim);CHKERRQ(ierr);
  ierr = DMInterpolationAddPoints(interpolator, Np, pcoords);CHKERRQ(ierr);
  ierr = DMInterpolationSetUp(interpolator, dm, pointsAllProcs);CHKERRQ(ierr);
  /* Check locations */
  for (c = 0; c < interpolator->n; ++c) {
    ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD, "[%d]Point %D is in Cell %D\n", rank, c, interpolator->cells[c]);CHKERRQ(ierr);
  }
  ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD, NULL);CHKERRQ(ierr);
  ierr = VecView(interpolator->coords, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
  /* Setup Discretization */
  ierr = PetscFECreateDefault(PetscObjectComm((PetscObject) dm), ctx.dim, Nc, ctx.cellSimplex, NULL, -1, &fe);CHKERRQ(ierr);
  ierr = DMSetField(dm, 0, NULL, (PetscObject) fe);CHKERRQ(ierr);
  ierr = DMCreateDS(dm);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  /* Create function */
  ierr = PetscCalloc2(Nc, &funcs, Nc, &vals);CHKERRQ(ierr);
  for (c = 0; c < Nc; ++c) funcs[c] = linear;
  ierr = DMGetLocalVector(dm, &lu);CHKERRQ(ierr);
  ierr = DMProjectFunctionLocal(dm, 0.0, funcs, NULL, INSERT_ALL_VALUES, lu);CHKERRQ(ierr);
  ierr = PetscViewerASCIIPushSynchronized(PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
  ierr = PetscViewerGetSubViewer(PETSC_VIEWER_STDOUT_WORLD,PETSC_COMM_SELF,&selfviewer);CHKERRQ(ierr);
  ierr = PetscViewerASCIIPrintf(selfviewer, "[%d]solution\n", rank);CHKERRQ(ierr);
  ierr = VecView(lu,selfviewer);CHKERRQ(ierr);
  ierr = PetscViewerRestoreSubViewer(PETSC_VIEWER_STDOUT_WORLD,PETSC_COMM_SELF,&selfviewer);CHKERRQ(ierr);
  ierr = PetscViewerFlush(PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
  ierr = PetscViewerASCIIPopSynchronized(PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
  /* Check interpolant */
  ierr = VecCreateSeq(PETSC_COMM_SELF, interpolator->n * Nc, &fieldVals);CHKERRQ(ierr);
  ierr = DMInterpolationSetDof(interpolator, Nc);CHKERRQ(ierr);
  ierr = DMInterpolationEvaluate(interpolator, dm, lu, fieldVals);CHKERRQ(ierr);
  for (p = 0; p < size; ++p) {
    if (p == rank) {
      ierr = PetscPrintf(PETSC_COMM_SELF, "[%d]Field values\n", rank);CHKERRQ(ierr);
      ierr = VecView(fieldVals, PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);
    }
    ierr = PetscBarrier((PetscObject) dm);CHKERRQ(ierr);
  }
  ierr = VecGetArrayRead(interpolator->coords, &vcoords);CHKERRQ(ierr);
  ierr = VecGetArrayRead(fieldVals, &ivals);CHKERRQ(ierr);
  for (p = 0; p < interpolator->n; ++p) {
    for (c = 0; c < Nc; ++c) {
#if defined(PETSC_USE_COMPLEX)
      PetscReal vcoordsReal[3];
      PetscInt  i;

      for (i = 0; i < spaceDim; i++) vcoordsReal[i] = PetscRealPart(vcoords[p * spaceDim + i]);
#else
      const PetscReal *vcoordsReal = &vcoords[p*spaceDim];
#endif
      (*funcs[c])(ctx.dim, 0.0, vcoordsReal, 1, vals, NULL);
      if (PetscAbsScalar(ivals[p*Nc+c] - vals[c]) > PETSC_SQRT_MACHINE_EPSILON)
        SETERRQ4(PETSC_COMM_SELF, PETSC_ERR_PLIB, "Invalid interpolated value %g != %g (%D, %D)", (double) PetscRealPart(ivals[p*Nc+c]), (double) PetscRealPart(vals[c]), p, c);
    }
  }
  ierr = VecRestoreArrayRead(interpolator->coords, &vcoords);CHKERRQ(ierr);
  ierr = VecRestoreArrayRead(fieldVals, &ivals);CHKERRQ(ierr);
  /* Cleanup */
  ierr = PetscFree(pcoords);CHKERRQ(ierr);
  ierr = PetscFree2(funcs, vals);CHKERRQ(ierr);
  ierr = VecDestroy(&fieldVals);CHKERRQ(ierr);
  ierr = DMRestoreLocalVector(dm, &lu);CHKERRQ(ierr);
  ierr = DMInterpolationDestroy(&interpolator);CHKERRQ(ierr);
  ierr = DMDestroy(&dm);CHKERRQ(ierr);
  ierr = PetscFinalize();
  return ierr;
}
Example #15
0
//int BenchmarkBoundaryChecks( int n, PetscLogDouble t_bulk, PetscLogDouble )
int PetscMain()
{
  int i,j,k, n=128;
  PetscLogDouble t1,t2,s1,s2;
  Vec U,V,W,DIV1,DIV2;
  PetscReal ***u,***v,***w,***div1, ***div2;
  DA da;
  DALocalInfo info;
  PetscErrorCode ierr;
  ierr = DACreate3d(PETSC_COMM_SELF,//MPI Communicator   
      DA_NONPERIODIC,   //DA_NONPERIODIC, DA_XPERIODIC, DA_YPERIODIC, DA_XYPERIODIC
      DA_STENCIL_STAR, //DA_STENCIL_BOX or DA_STENCIL_STAR
      n,n,n, //Global array dimension
      1,1,1,//Number procs per dim
      1,    //Number of chemical species
      1,           //stencil width
      0,0,0,       //specific array of nodes
      &da); CHKERRQ(ierr);
  DACreateGlobalVector(da,&U);
  DACreateGlobalVector(da,&V);
  DACreateGlobalVector(da,&W);
  DACreateGlobalVector(da,&DIV1);
  DACreateGlobalVector(da,&DIV2);
  VecSet(DIV1,0);
  VecSet(DIV2,0);
  DAVecGetArray(da,U,&u);
  DAVecGetArray(da,V,&v);
  DAVecGetArray(da,W,&w);
  DAVecGetArray(da,DIV1,&div1);
  DAVecGetArray(da,DIV2,&div2);
  DAGetLocalInfo(da,&info);
  PetscBarrier(0);
  for( k = 0; k < n; ++k)
  {
    for( j = 0; j < n; ++j)
    {
      for( i = 0; i < n; ++i)
      {
        u[k][j][i] = i * (i-n) * j * (j-n) * k * (k-n);
        v[k][j][i] = 1 - u[k][j][i];
        w[k][j][i] = u[k][j][i] * v[k][j][i];
      }
    }
  }
  PetscBarrier(0);
  PetscGetTime(&t1);
  for( k = 1; k < n-1; ++k)
  {
    for( j = 1; j < n-1; ++j)
    {
      for( i = 1; i < n-1; ++i)
      {
        div1[k][j][i] = u[k][j][i+1] - u[k][j][i-1] +
                        v[k][j+1][i] - v[k][j-1][i] +
                        w[k+1][j][i] - w[k-1][j][i];
        div1[k][j][i] /= 2;
      }
    }
  }
  PetscGetTime(&t2);
  PetscReal uE,uW,vN,vS,wF,wB;
  PetscReal hx,hy,hz;
  PetscBarrier(0);
  PetscGetTime(&s1);
  for( k = 1; k < n-1; ++k)
  {
    for( j = 1; j < n-1; ++j)
    {
      for( i = 1; i < n-1; ++i)
      {
/*        uE = i == info.mx-1 ? u[k][j][i] : u[k][j][i+1]; 
        uW = i == 0         ? u[k][j][i] : u[k][j][i-1];
        vN = j == info.my-1 ? v[k][j][i] : v[k][j+1][i];
        vS = j == 0         ? v[k][j][i] : v[k][j-1][i];
        wB = k == info.mz-1 ? w[k][j][i] : w[k+1][j][i];
        wF = k == 0         ? w[k][j][i] : w[k-1][j][i];
  */      
if( i == info.mx-1 ) { uE = u[k][j][i]; hx= 1;  }else{ uE = u[k][j][i+1];hx= 2;}
if( i == info.mx-1 ) { uE = u[k][j][i]; hx= 1;  }else{ uE = u[k][j][i+1];hx= 2;}
if( j == info.mx-1 ) { uE = u[k][j][i]; hy= 1;  }else{ uE = u[k][j][i+1];hy= 2;}
if( j == info.mx-1 ) { uE = u[k][j][i]; hy= 1;  }else{ uE = u[k][j][i+1];hy= 2;}
if( k == info.mx-1 ) { uE = u[k][j][i]; hz= 1;  }else{ uE = u[k][j][i+1];hz= 2;}
if( k == info.mx-1 ) { uE = u[k][j][i]; hz= 1;  }else{ uE = u[k][j][i+1];hz= 2;}

        div2[k][j][i] = uE - uW + vN - vS + wB - wF;
        div2[k][j][i] /= 2;
//        printf("%f\t%f\t%f\n",div1[k][j][i], div2[k][j][i], div2[k][j][i] - div1[k][j][i]);        
      }
    }
  }
  PetscGetTime(&s2);
  DAVecRestoreArray(da,DIV1,&div1);
  DAVecRestoreArray(da,DIV2,&div2);
  VecAXPY(DIV1,-1,DIV2);
  PetscReal norm;
  VecNorm(DIV1,NORM_2,&norm);
  
  printf("BULK: %f\nIF's: %f\nDIFF:\t%f\nRATIO:\t%f\nnorm: %f\n", (t2-t1), (s2-s1), (s2-s1)-(t2-t1),(s2-s1)/(t2-t1),norm);
}