Date: 2021-03-03T22:26:14+00:00

Actual source code: mpimattransposematmult.c
petsc-3.14.5 2021-03-03
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      2: /*
      3:   Defines matrix-matrix product routines for pairs of MPIAIJ matrices
      4:           C = A^T * B
      5:   The routines are slightly modified from MatTransposeMatMultxxx_SeqAIJ_SeqDense().
      6: */
      7: #include <../src/mat/impls/aij/seq/aij.h>
      8: #include <../src/mat/impls/aij/mpi/mpiaij.h>
      9: #include <../src/mat/impls/dense/mpi/mpidense.h>

     11: PetscErrorCode MatDestroy_MPIDense_MatTransMatMult(void *data)
     12: {
     13:   PetscErrorCode      ierr;
     14:   Mat_MatTransMatMult *atb = (Mat_MatTransMatMult*)data;

     17:   MatDestroy(&atb->mA);
     18:   VecDestroy(&atb->bt);
     19:   VecDestroy(&atb->ct);
     20:   PetscFree(atb);
     21:   return(0);
     22: }

     24: static PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIDense(Mat,Mat,Mat);

     26: PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIDense(Mat A,Mat B,PetscReal fill,Mat C)
     27: {
     28:   PetscErrorCode      ierr;
     29:   Mat_MatTransMatMult *atb;
     30:   PetscBool           cisdense;

     33:   MatCheckProduct(C,4);
     34:   if (C->product->data) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Extra product struct not empty");

     36:   /* create output dense matrix C = A^T*B */
     37:   MatSetSizes(C,A->cmap->n,B->cmap->n,A->cmap->N,B->cmap->N);
     38:   PetscObjectTypeCompareAny((PetscObject)C,&cisdense,MATMPIDENSE,MATMPIDENSECUDA,"");
     39:   if (!cisdense) {
     40:     MatSetType(C,((PetscObject)B)->type_name);
     41:   }
     42:   MatSetUp(C);

     44:   /* create additional data structure for the product */
     45:   PetscNew(&atb);
     46:   if (B->cmap->N) {
     47:     MatCreateMAIJ(A,B->cmap->N,&atb->mA);
     48:     if (!atb->mA->assembled) {
     49:       MatAssemblyBegin(atb->mA,MAT_FINAL_ASSEMBLY);
     50:       MatAssemblyEnd(atb->mA,MAT_FINAL_ASSEMBLY);
     51:     }
     52:     MatCreateVecs(atb->mA,&atb->ct,&atb->bt);
     53:   }
     54:   C->product->data    = atb;
     55:   C->product->destroy = MatDestroy_MPIDense_MatTransMatMult;

     57:   C->ops->transposematmultnumeric = MatTransposeMatMultNumeric_MPIAIJ_MPIDense;
     58:   return(0);
     59: }

     61: static PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIDense(Mat A,Mat B,Mat C)
     62: {
     63:   PetscErrorCode      ierr;
     64:   const PetscScalar   *Barray,*ctarray;
     65:   PetscScalar         *Carray,*btarray;
     66:   Mat_MPIDense        *b=(Mat_MPIDense*)B->data,*c=(Mat_MPIDense*)C->data;
     67:   Mat_SeqDense        *bseq=(Mat_SeqDense*)(b->A)->data,*cseq=(Mat_SeqDense*)(c->A)->data;
     68:   PetscInt            i,j,m=A->rmap->n,n=A->cmap->n,ldb=bseq->lda,BN=B->cmap->N,ldc=cseq->lda;
     69:   Mat_MatTransMatMult *atb;
     70:   Vec                 bt,ct;

     73:   MatCheckProduct(C,3);
     74:   atb=(Mat_MatTransMatMult *)C->product->data;
     75:   if (!atb) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Missing product struct");
     76:   if (!BN) {
     77:     MatAssemblyBegin(C,MAT_FINAL_ASSEMBLY);
     78:     MatAssemblyEnd(C,MAT_FINAL_ASSEMBLY);
     79:     return(0);
     80:   }
     81:   bt = atb->bt;
     82:   ct = atb->ct;
     83:   /* transpose local arry of B, then copy it to vector bt */
     84:   MatDenseGetArrayRead(B,&Barray);
     85:   VecGetArray(bt,&btarray);

     87:   for (j=0; j<BN; j++) {
     88:     for (i=0; i<m; i++) btarray[i*BN + j] = Barray[j*ldb + i];
     89:   }
     90:   VecRestoreArray(bt,&btarray);
     91:   MatDenseRestoreArrayRead(B,&Barray);

     93:   /* compute ct = mA^T * cb */
     94:   MatMultTranspose(atb->mA,bt,ct);

     96:   /* transpose local array of ct to matrix C */
     97:   MatDenseGetArray(C,&Carray);
     98:   VecGetArrayRead(ct,&ctarray);

    100:   for (j=0; j<BN; j++) {
    101:     for (i=0; i<n; i++) Carray[j*ldc + i] = ctarray[i*BN + j];
    102:   }
    103:   VecRestoreArrayRead(ct,&ctarray);
    104:   MatDenseRestoreArray(C,&Carray);
    105:   MatAssemblyBegin(C,MAT_FINAL_ASSEMBLY);
    106:   MatAssemblyEnd(C,MAT_FINAL_ASSEMBLY);
    107:   return(0);
    108: }