#include /*I "petscmat.h" I*/ typedef struct { Mat A; } Mat_Transpose; PetscErrorCode MatMult_Transpose(Mat N, Vec x, Vec y) { Mat_Transpose *Na = (Mat_Transpose *)N->data; PetscFunctionBegin; PetscCall(MatMultTranspose(Na->A, x, y)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatMultAdd_Transpose(Mat N, Vec v1, Vec v2, Vec v3) { Mat_Transpose *Na = (Mat_Transpose *)N->data; PetscFunctionBegin; PetscCall(MatMultTransposeAdd(Na->A, v1, v2, v3)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatMultTranspose_Transpose(Mat N, Vec x, Vec y) { Mat_Transpose *Na = (Mat_Transpose *)N->data; PetscFunctionBegin; PetscCall(MatMult(Na->A, x, y)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatMultTransposeAdd_Transpose(Mat N, Vec v1, Vec v2, Vec v3) { Mat_Transpose *Na = (Mat_Transpose *)N->data; PetscFunctionBegin; PetscCall(MatMultAdd(Na->A, v1, v2, v3)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatDestroy_Transpose(Mat N) { Mat_Transpose *Na = (Mat_Transpose *)N->data; PetscFunctionBegin; PetscCall(MatDestroy(&Na->A)); PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatTransposeGetMat_C", NULL)); PetscCall(PetscObjectComposeFunction((PetscObject)N, "MatProductSetFromOptions_anytype_C", NULL)); PetscCall(PetscFree(N->data)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatDuplicate_Transpose(Mat N, MatDuplicateOption op, Mat *m) { Mat_Transpose *Na = (Mat_Transpose *)N->data; PetscFunctionBegin; if (op == MAT_COPY_VALUES) { PetscCall(MatTranspose(Na->A, MAT_INITIAL_MATRIX, m)); } else if (op == MAT_DO_NOT_COPY_VALUES) { PetscCall(MatDuplicate(Na->A, MAT_DO_NOT_COPY_VALUES, m)); PetscCall(MatTranspose(*m, MAT_INPLACE_MATRIX, m)); } else SETERRQ(PetscObjectComm((PetscObject)N), PETSC_ERR_SUP, "MAT_SHARE_NONZERO_PATTERN not supported for this matrix type"); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatCreateVecs_Transpose(Mat A, Vec *r, Vec *l) { Mat_Transpose *Aa = (Mat_Transpose *)A->data; PetscFunctionBegin; PetscCall(MatCreateVecs(Aa->A, l, r)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatAXPY_Transpose(Mat Y, PetscScalar a, Mat X, MatStructure str) { Mat_Transpose *Ya = (Mat_Transpose *)Y->data; Mat_Transpose *Xa = (Mat_Transpose *)X->data; Mat M = Ya->A; Mat N = Xa->A; PetscFunctionBegin; PetscCall(MatAXPY(M, a, N, str)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatHasOperation_Transpose(Mat mat, MatOperation op, PetscBool *has) { Mat_Transpose *X = (Mat_Transpose *)mat->data; PetscFunctionBegin; *has = PETSC_FALSE; if (op == MATOP_MULT) { PetscCall(MatHasOperation(X->A, MATOP_MULT_TRANSPOSE, has)); } else if (op == MATOP_MULT_TRANSPOSE) { PetscCall(MatHasOperation(X->A, MATOP_MULT, has)); } else if (op == MATOP_MULT_ADD) { PetscCall(MatHasOperation(X->A, MATOP_MULT_TRANSPOSE_ADD, has)); } else if (op == MATOP_MULT_TRANSPOSE_ADD) { PetscCall(MatHasOperation(X->A, MATOP_MULT_ADD, has)); } else if (((void **)mat->ops)[op]) *has = PETSC_TRUE; PetscFunctionReturn(PETSC_SUCCESS); } PETSC_INTERN PetscErrorCode MatProductSetFromOptions_Transpose(Mat D) { Mat A, B, C, Ain, Bin, Cin; PetscBool Aistrans, Bistrans, Cistrans; PetscInt Atrans, Btrans, Ctrans; MatProductType ptype; PetscFunctionBegin; MatCheckProduct(D, 1); A = D->product->A; B = D->product->B; C = D->product->C; PetscCall(PetscObjectTypeCompare((PetscObject)A, MATTRANSPOSEVIRTUAL, &Aistrans)); PetscCall(PetscObjectTypeCompare((PetscObject)B, MATTRANSPOSEVIRTUAL, &Bistrans)); PetscCall(PetscObjectTypeCompare((PetscObject)C, MATTRANSPOSEVIRTUAL, &Cistrans)); PetscCheck(Aistrans || Bistrans || Cistrans, PetscObjectComm((PetscObject)D), PETSC_ERR_PLIB, "This should not happen"); Atrans = 0; Ain = A; while (Aistrans) { Atrans++; PetscCall(MatTransposeGetMat(Ain, &Ain)); PetscCall(PetscObjectTypeCompare((PetscObject)Ain, MATTRANSPOSEVIRTUAL, &Aistrans)); } Btrans = 0; Bin = B; while (Bistrans) { Btrans++; PetscCall(MatTransposeGetMat(Bin, &Bin)); PetscCall(PetscObjectTypeCompare((PetscObject)Bin, MATTRANSPOSEVIRTUAL, &Bistrans)); } Ctrans = 0; Cin = C; while (Cistrans) { Ctrans++; PetscCall(MatTransposeGetMat(Cin, &Cin)); PetscCall(PetscObjectTypeCompare((PetscObject)Cin, MATTRANSPOSEVIRTUAL, &Cistrans)); } Atrans = Atrans % 2; Btrans = Btrans % 2; Ctrans = Ctrans % 2; ptype = D->product->type; /* same product type by default */ if (Ain->symmetric == PETSC_BOOL3_TRUE) Atrans = 0; if (Bin->symmetric == PETSC_BOOL3_TRUE) Btrans = 0; if (Cin && Cin->symmetric == PETSC_BOOL3_TRUE) Ctrans = 0; if (Atrans || Btrans || Ctrans) { ptype = MATPRODUCT_UNSPECIFIED; switch (D->product->type) { case MATPRODUCT_AB: if (Atrans && Btrans) { /* At * Bt we do not have support for this */ /* TODO custom implementation ? */ } else if (Atrans) { /* At * B */ ptype = MATPRODUCT_AtB; } else { /* A * Bt */ ptype = MATPRODUCT_ABt; } break; case MATPRODUCT_AtB: if (Atrans && Btrans) { /* A * Bt */ ptype = MATPRODUCT_ABt; } else if (Atrans) { /* A * B */ ptype = MATPRODUCT_AB; } else { /* At * Bt we do not have support for this */ /* TODO custom implementation ? */ } break; case MATPRODUCT_ABt: if (Atrans && Btrans) { /* At * B */ ptype = MATPRODUCT_AtB; } else if (Atrans) { /* At * Bt we do not have support for this */ /* TODO custom implementation ? */ } else { /* A * B */ ptype = MATPRODUCT_AB; } break; case MATPRODUCT_PtAP: if (Atrans) { /* PtAtP */ /* TODO custom implementation ? */ } else { /* RARt */ ptype = MATPRODUCT_RARt; } break; case MATPRODUCT_RARt: if (Atrans) { /* RAtRt */ /* TODO custom implementation ? */ } else { /* PtAP */ ptype = MATPRODUCT_PtAP; } break; case MATPRODUCT_ABC: /* TODO custom implementation ? */ break; default: SETERRQ(PetscObjectComm((PetscObject)D), PETSC_ERR_SUP, "ProductType %s is not supported", MatProductTypes[D->product->type]); } } PetscCall(MatProductReplaceMats(Ain, Bin, Cin, D)); PetscCall(MatProductSetType(D, ptype)); PetscCall(MatProductSetFromOptions(D)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatGetDiagonal_Transpose(Mat A, Vec v) { Mat_Transpose *Aa = (Mat_Transpose *)A->data; PetscFunctionBegin; PetscCall(MatGetDiagonal(Aa->A, v)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatConvert_Transpose(Mat A, MatType newtype, MatReuse reuse, Mat *newmat) { Mat_Transpose *Aa = (Mat_Transpose *)A->data; PetscBool flg; PetscFunctionBegin; PetscCall(MatHasOperation(Aa->A, MATOP_TRANSPOSE, &flg)); if (flg) { Mat B; PetscCall(MatTranspose(Aa->A, MAT_INITIAL_MATRIX, &B)); if (reuse != MAT_INPLACE_MATRIX) { PetscCall(MatConvert(B, newtype, reuse, newmat)); PetscCall(MatDestroy(&B)); } else { PetscCall(MatConvert(B, newtype, MAT_INPLACE_MATRIX, &B)); PetscCall(MatHeaderReplace(A, &B)); } } else { /* use basic converter as fallback */ PetscCall(MatConvert_Basic(A, newtype, reuse, newmat)); } PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatTransposeGetMat_Transpose(Mat A, Mat *M) { Mat_Transpose *Aa = (Mat_Transpose *)A->data; PetscFunctionBegin; *M = Aa->A; PetscFunctionReturn(PETSC_SUCCESS); } /*@ MatTransposeGetMat - Gets the `Mat` object stored inside a `MATTRANSPOSEVIRTUAL` Logically Collective Input Parameter: . A - the `MATTRANSPOSEVIRTUAL` matrix Output Parameter: . M - the matrix object stored inside `A` Level: intermediate .seealso: [](ch_matrices), `Mat`, `MATTRANSPOSEVIRTUAL`, `MatCreateTranspose()` @*/ PetscErrorCode MatTransposeGetMat(Mat A, Mat *M) { PetscFunctionBegin; PetscValidHeaderSpecific(A, MAT_CLASSID, 1); PetscValidType(A, 1); PetscValidPointer(M, 2); PetscUseMethod(A, "MatTransposeGetMat_C", (Mat, Mat *), (A, M)); PetscFunctionReturn(PETSC_SUCCESS); } /*MC MATTRANSPOSEVIRTUAL - "transpose" - A matrix type that represents a virtual transpose of a matrix Level: advanced .seealso: [](ch_matrices), `Mat`, `MATHERMITIANTRANSPOSEVIRTUAL`, `Mat`, `MatCreateHermitianTranspose()`, `MatCreateTranspose()`, `MATNORMALHERMITIAN`, `MATNORMAL` M*/ /*@ MatCreateTranspose - Creates a new matrix `MATTRANSPOSEVIRTUAL` object that behaves like A' Collective Input Parameter: . A - the (possibly rectangular) matrix Output Parameter: . N - the matrix that represents A' Level: intermediate Note: The transpose A' is NOT actually formed! Rather the new matrix object performs the matrix-vector product by using the `MatMultTranspose()` on the original matrix .seealso: [](ch_matrices), `Mat`, `MATTRANSPOSEVIRTUAL`, `MatCreateNormal()`, `MatMult()`, `MatMultTranspose()`, `MatCreate()`, `MATNORMALHERMITIAN` @*/ PetscErrorCode MatCreateTranspose(Mat A, Mat *N) { Mat_Transpose *Na; VecType vtype; PetscFunctionBegin; PetscCall(MatCreate(PetscObjectComm((PetscObject)A), N)); PetscCall(PetscLayoutReference(A->rmap, &((*N)->cmap))); PetscCall(PetscLayoutReference(A->cmap, &((*N)->rmap))); PetscCall(PetscObjectChangeTypeName((PetscObject)*N, MATTRANSPOSEVIRTUAL)); PetscCall(PetscNew(&Na)); (*N)->data = (void *)Na; PetscCall(PetscObjectReference((PetscObject)A)); Na->A = A; (*N)->ops->destroy = MatDestroy_Transpose; (*N)->ops->mult = MatMult_Transpose; (*N)->ops->multadd = MatMultAdd_Transpose; (*N)->ops->multtranspose = MatMultTranspose_Transpose; (*N)->ops->multtransposeadd = MatMultTransposeAdd_Transpose; (*N)->ops->duplicate = MatDuplicate_Transpose; (*N)->ops->getvecs = MatCreateVecs_Transpose; (*N)->ops->axpy = MatAXPY_Transpose; (*N)->ops->hasoperation = MatHasOperation_Transpose; (*N)->ops->productsetfromoptions = MatProductSetFromOptions_Transpose; (*N)->ops->getdiagonal = MatGetDiagonal_Transpose; (*N)->ops->convert = MatConvert_Transpose; (*N)->assembled = PETSC_TRUE; PetscCall(PetscObjectComposeFunction((PetscObject)(*N), "MatTransposeGetMat_C", MatTransposeGetMat_Transpose)); PetscCall(PetscObjectComposeFunction((PetscObject)(*N), "MatProductSetFromOptions_anytype_C", MatProductSetFromOptions_Transpose)); PetscCall(MatSetBlockSizes(*N, PetscAbs(A->cmap->bs), PetscAbs(A->rmap->bs))); PetscCall(MatGetVecType(A, &vtype)); PetscCall(MatSetVecType(*N, vtype)); #if defined(PETSC_HAVE_DEVICE) PetscCall(MatBindToCPU(*N, A->boundtocpu)); #endif PetscCall(MatSetUp(*N)); PetscFunctionReturn(PETSC_SUCCESS); }