17a94429cSHong Zhang 27a94429cSHong Zhang /* 32cff0574SHong Zhang Defines matrix-matrix product routines 47a94429cSHong Zhang C = A^T * B 57a94429cSHong Zhang */ 67a94429cSHong Zhang 77a94429cSHong Zhang #include <../src/mat/impls/aij/seq/aij.h> /*I "petscmat.h" I*/ 8afea5027SHong Zhang #include <../src/mat/impls/dense/seq/dense.h> 9afea5027SHong Zhang 10afea5027SHong Zhang PetscErrorCode MatDestroy_SeqDense_MatTransMatMult(Mat A) 11afea5027SHong Zhang { 12afea5027SHong Zhang PetscErrorCode ierr; 13afea5027SHong Zhang Mat_SeqDense *a = (Mat_SeqDense*)A->data; 14afea5027SHong Zhang Mat_MatTransMatMult *atb = a->atb; 15afea5027SHong Zhang 16afea5027SHong Zhang PetscFunctionBegin; 17afea5027SHong Zhang ierr = MatDestroy(&atb->mA);CHKERRQ(ierr); 18afea5027SHong Zhang ierr = VecDestroy(&atb->bt);CHKERRQ(ierr); 19afea5027SHong Zhang ierr = VecDestroy(&atb->ct);CHKERRQ(ierr); 20afea5027SHong Zhang ierr = (atb->destroy)(A);CHKERRQ(ierr); 21afea5027SHong Zhang ierr = PetscFree(atb);CHKERRQ(ierr); 22afea5027SHong Zhang PetscFunctionReturn(0); 23afea5027SHong Zhang } 247a94429cSHong Zhang 254222ddf1SHong Zhang PetscErrorCode MatTransposeMatMultSymbolic_SeqAIJ_SeqDense(Mat A,Mat B,PetscReal fill,Mat C) 26c608a817SHong Zhang { 27c608a817SHong Zhang PetscErrorCode ierr; 288949adfdSHong Zhang PetscInt m=A->rmap->n,n=A->cmap->n,BN=B->cmap->N; 297a94429cSHong Zhang Mat_MatTransMatMult *atb; 307a94429cSHong Zhang Vec bt,ct; 31afea5027SHong Zhang Mat_SeqDense *c; 327a94429cSHong Zhang 337a94429cSHong Zhang PetscFunctionBegin; 34b00a9115SJed Brown ierr = PetscNew(&atb);CHKERRQ(ierr); 357a94429cSHong Zhang 367a94429cSHong Zhang /* create output dense matrix C = A^T*B */ 374222ddf1SHong Zhang ierr = MatSetSizes(C,n,BN,n,BN);CHKERRQ(ierr); 384222ddf1SHong Zhang ierr = MatSetType(C,MATSEQDENSE);CHKERRQ(ierr); 39*18992e5dSStefano Zampini ierr = MatSetUp(C);CHKERRQ(ierr); 407a94429cSHong Zhang 417a94429cSHong Zhang /* create vectors bt and ct to hold locally transposed arrays of B and C */ 427a94429cSHong Zhang ierr = VecCreate(PETSC_COMM_SELF,&bt);CHKERRQ(ierr); 43afea5027SHong Zhang ierr = VecSetSizes(bt,m*BN,m*BN);CHKERRQ(ierr); 44c0dedaeaSBarry Smith ierr = VecSetType(bt,VECSTANDARD);CHKERRQ(ierr); 457a94429cSHong Zhang ierr = VecCreate(PETSC_COMM_SELF,&ct);CHKERRQ(ierr); 46afea5027SHong Zhang ierr = VecSetSizes(ct,n*BN,n*BN);CHKERRQ(ierr); 47c0dedaeaSBarry Smith ierr = VecSetType(ct,VECSTANDARD);CHKERRQ(ierr); 487a94429cSHong Zhang atb->bt = bt; 497a94429cSHong Zhang atb->ct = ct; 507a94429cSHong Zhang 514222ddf1SHong Zhang c = (Mat_SeqDense*)C->data; 52c608a817SHong Zhang c->atb = atb; 534222ddf1SHong Zhang atb->destroy = C->ops->destroy; 544222ddf1SHong Zhang C->ops->destroy = MatDestroy_SeqDense_MatTransMatMult; 554222ddf1SHong Zhang C->ops->transposematmultnumeric = MatTransposeMatMultNumeric_SeqAIJ_SeqDense; 56c608a817SHong Zhang PetscFunctionReturn(0); 57c608a817SHong Zhang } 58c608a817SHong Zhang 59c608a817SHong Zhang PetscErrorCode MatTransposeMatMultNumeric_SeqAIJ_SeqDense(Mat A,Mat B,Mat C) 60c608a817SHong Zhang { 61c608a817SHong Zhang PetscErrorCode ierr; 62c608a817SHong Zhang PetscInt i,j,k,m=A->rmap->n,n=A->cmap->n,BN=B->cmap->N; 631683a169SBarry Smith const PetscScalar *Barray,*ctarray; 641683a169SBarry Smith PetscScalar *Carray,*btarray; 65c608a817SHong Zhang Mat_SeqDense *c=(Mat_SeqDense*)C->data; 66c608a817SHong Zhang Mat_MatTransMatMult *atb=c->atb; 67c608a817SHong Zhang Vec bt=atb->bt,ct=atb->ct; 68c608a817SHong Zhang 69c608a817SHong Zhang PetscFunctionBegin; 70c608a817SHong Zhang /* create MAIJ matrix mA from A -- should be done in symbolic phase */ 71c608a817SHong Zhang ierr = MatDestroy(&atb->mA);CHKERRQ(ierr); 72c608a817SHong Zhang ierr = MatCreateMAIJ(A,BN,&atb->mA);CHKERRQ(ierr); 73c608a817SHong Zhang 747a94429cSHong Zhang /* transpose local arry of B, then copy it to vector bt */ 751683a169SBarry Smith ierr = MatDenseGetArrayRead(B,&Barray);CHKERRQ(ierr); 767a94429cSHong Zhang ierr = VecGetArray(bt,&btarray);CHKERRQ(ierr); 777a94429cSHong Zhang 787a94429cSHong Zhang k=0; 79afea5027SHong Zhang for (j=0; j<BN; j++) { 80afea5027SHong Zhang for (i=0; i<m; i++) btarray[i*BN + j] = Barray[k++]; 817a94429cSHong Zhang } 827a94429cSHong Zhang ierr = VecRestoreArray(bt,&btarray);CHKERRQ(ierr); 831683a169SBarry Smith ierr = MatDenseRestoreArrayRead(B,&Barray);CHKERRQ(ierr); 847a94429cSHong Zhang 857a94429cSHong Zhang /* compute ct = mA^T * cb */ 867a94429cSHong Zhang ierr = MatMultTranspose(atb->mA,bt,ct);CHKERRQ(ierr); 877a94429cSHong Zhang 887a94429cSHong Zhang /* transpose local arry of ct to matrix C */ 89c608a817SHong Zhang ierr = MatDenseGetArray(C,&Carray);CHKERRQ(ierr); 901683a169SBarry Smith ierr = VecGetArrayRead(ct,&ctarray);CHKERRQ(ierr); 917a94429cSHong Zhang k = 0; 92afea5027SHong Zhang for (j=0; j<BN; j++) { 93afea5027SHong Zhang for (i=0; i<n; i++) Carray[k++] = ctarray[i*BN + j]; 947a94429cSHong Zhang } 951683a169SBarry Smith ierr = VecRestoreArrayRead(ct,&ctarray);CHKERRQ(ierr); 96c608a817SHong Zhang ierr = MatDenseRestoreArray(C,&Carray);CHKERRQ(ierr); 977a94429cSHong Zhang PetscFunctionReturn(0); 987a94429cSHong Zhang } 99