14222ddf1SHong Zhang 24222ddf1SHong Zhang /* 34222ddf1SHong Zhang Routines for matrix products. Calling procedure: 44222ddf1SHong Zhang 56718818eSStefano Zampini MatProductCreate(A,B,C,&D); or MatProductCreateWithMat(A,B,C,D) 66718818eSStefano Zampini MatProductSetType(D, MATPRODUCT_AB/AtB/ABt/PtAP/RARt/ABC) 76718818eSStefano Zampini MatProductSetAlgorithm(D, alg) 86718818eSStefano Zampini MatProductSetFill(D,fill) 96718818eSStefano Zampini MatProductSetFromOptions(D) 106718818eSStefano Zampini -> MatProductSetFromOptions_Private(D) 114222ddf1SHong Zhang # Check matrix global sizes 126718818eSStefano Zampini if the matrices have the same setfromoptions routine, use it 136718818eSStefano Zampini if not, try: 146718818eSStefano Zampini -> Query MatProductSetFromOptions_Atype_Btype_Ctype_C(D) from A, B and C (in order) 156718818eSStefano Zampini if found -> run the specific setup that must set the symbolic operation (these callbacks should never fail) 166718818eSStefano Zampini if callback not found or no symbolic operation set 177301b172SPierre Jolivet -> Query MatProductSetFromOptions_anytype_C(D) from A, B and C (in order) (e.g, matrices may have inner matrices like MATTRANSPOSEMAT) 186718818eSStefano Zampini if dispatch found but combination still not present do 196718818eSStefano Zampini -> check if B is dense and product type AtB or AB -> if true, basic looping of dense columns 206718818eSStefano Zampini -> check if triple product (PtAP, RARt or ABC) -> if true, set the Basic routines 216718818eSStefano Zampini 226718818eSStefano Zampini # The setfromoptions calls MatProductSetFromOptions_Atype_Btype_Ctype should 234222ddf1SHong Zhang # Check matrix local sizes for mpi matrices 244222ddf1SHong Zhang # Set default algorithm 254222ddf1SHong Zhang # Get runtime option 266718818eSStefano Zampini # Set D->ops->productsymbolic = MatProductSymbolic_productype_Atype_Btype_Ctype if found 274222ddf1SHong Zhang 286718818eSStefano Zampini MatProductSymbolic(D) 296718818eSStefano Zampini # Call MatProductSymbolic_productype_Atype_Btype_Ctype() 306718818eSStefano Zampini the callback must set the numeric phase D->ops->productnumeric = MatProductNumeric_productype_Atype_Btype_Ctype 314222ddf1SHong Zhang 326718818eSStefano Zampini MatProductNumeric(D) 336718818eSStefano Zampini # Call the numeric phase 346718818eSStefano Zampini 356718818eSStefano Zampini # The symbolic phases are allowed to set extra data structures and attach those to the product 366718818eSStefano Zampini # this additional data can be reused between multiple numeric phases with the same matrices 376718818eSStefano Zampini # if not needed, call 386718818eSStefano Zampini MatProductClear(D) 394222ddf1SHong Zhang */ 404222ddf1SHong Zhang 414222ddf1SHong Zhang #include <petsc/private/matimpl.h> /*I "petscmat.h" I*/ 424222ddf1SHong Zhang 436718818eSStefano Zampini const char *const MatProductTypes[] = {"UNSPECIFIED","AB","AtB","ABt","PtAP","RARt","ABC"}; 44544a5e07SHong Zhang 456718818eSStefano Zampini /* these are basic implementations relying on the old function pointers 466718818eSStefano Zampini * they are dangerous and should be removed in the future */ 475415d71bSStefano Zampini static PetscErrorCode MatProductNumeric_PtAP_Unsafe(Mat C) 484222ddf1SHong Zhang { 494222ddf1SHong Zhang Mat_Product *product = C->product; 504222ddf1SHong Zhang Mat P = product->B,AP = product->Dwork; 514222ddf1SHong Zhang 524222ddf1SHong Zhang PetscFunctionBegin; 534222ddf1SHong Zhang /* AP = A*P */ 549566063dSJacob Faibussowitsch PetscCall(MatProductNumeric(AP)); 554222ddf1SHong Zhang /* C = P^T*AP */ 5628b400f6SJacob Faibussowitsch PetscCheck(C->ops->transposematmultnumeric,PetscObjectComm((PetscObject)C),PETSC_ERR_PLIB,"Missing numeric stage"); 579566063dSJacob Faibussowitsch PetscCall((*C->ops->transposematmultnumeric)(P,AP,C)); 584222ddf1SHong Zhang PetscFunctionReturn(0); 594222ddf1SHong Zhang } 604222ddf1SHong Zhang 615415d71bSStefano Zampini static PetscErrorCode MatProductSymbolic_PtAP_Unsafe(Mat C) 624222ddf1SHong Zhang { 634222ddf1SHong Zhang Mat_Product *product = C->product; 644222ddf1SHong Zhang Mat A=product->A,P=product->B,AP; 654222ddf1SHong Zhang PetscReal fill=product->fill; 664222ddf1SHong Zhang 674222ddf1SHong Zhang PetscFunctionBegin; 689566063dSJacob Faibussowitsch PetscCall(PetscInfo((PetscObject)C,"for A %s, P %s is used\n",((PetscObject)product->A)->type_name,((PetscObject)product->B)->type_name)); 694222ddf1SHong Zhang /* AP = A*P */ 709566063dSJacob Faibussowitsch PetscCall(MatProductCreate(A,P,NULL,&AP)); 719566063dSJacob Faibussowitsch PetscCall(MatProductSetType(AP,MATPRODUCT_AB)); 729566063dSJacob Faibussowitsch PetscCall(MatProductSetAlgorithm(AP,MATPRODUCTALGORITHMDEFAULT)); 739566063dSJacob Faibussowitsch PetscCall(MatProductSetFill(AP,fill)); 749566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions(AP)); 759566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic(AP)); 764222ddf1SHong Zhang 774222ddf1SHong Zhang /* C = P^T*AP */ 789566063dSJacob Faibussowitsch PetscCall(MatProductSetType(C,MATPRODUCT_AtB)); 799566063dSJacob Faibussowitsch PetscCall(MatProductSetAlgorithm(C,MATPRODUCTALGORITHMDEFAULT)); 804222ddf1SHong Zhang product->A = P; 814222ddf1SHong Zhang product->B = AP; 829566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions(C)); 839566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic(C)); 844222ddf1SHong Zhang 854222ddf1SHong Zhang /* resume user's original input matrix setting for A and B */ 864222ddf1SHong Zhang product->A = A; 874222ddf1SHong Zhang product->B = P; 884222ddf1SHong Zhang product->Dwork = AP; 894222ddf1SHong Zhang 905415d71bSStefano Zampini C->ops->productnumeric = MatProductNumeric_PtAP_Unsafe; 914222ddf1SHong Zhang PetscFunctionReturn(0); 924222ddf1SHong Zhang } 934222ddf1SHong Zhang 945415d71bSStefano Zampini static PetscErrorCode MatProductNumeric_RARt_Unsafe(Mat C) 954222ddf1SHong Zhang { 964222ddf1SHong Zhang Mat_Product *product = C->product; 974222ddf1SHong Zhang Mat R=product->B,RA=product->Dwork; 984222ddf1SHong Zhang 994222ddf1SHong Zhang PetscFunctionBegin; 1004222ddf1SHong Zhang /* RA = R*A */ 1019566063dSJacob Faibussowitsch PetscCall(MatProductNumeric(RA)); 1024222ddf1SHong Zhang /* C = RA*R^T */ 10328b400f6SJacob Faibussowitsch PetscCheck(C->ops->mattransposemultnumeric,PetscObjectComm((PetscObject)C),PETSC_ERR_PLIB,"Missing numeric stage"); 1049566063dSJacob Faibussowitsch PetscCall((*C->ops->mattransposemultnumeric)(RA,R,C)); 1054222ddf1SHong Zhang PetscFunctionReturn(0); 1064222ddf1SHong Zhang } 1074222ddf1SHong Zhang 1085415d71bSStefano Zampini static PetscErrorCode MatProductSymbolic_RARt_Unsafe(Mat C) 1094222ddf1SHong Zhang { 1104222ddf1SHong Zhang Mat_Product *product = C->product; 1114222ddf1SHong Zhang Mat A=product->A,R=product->B,RA; 1124222ddf1SHong Zhang PetscReal fill=product->fill; 1134222ddf1SHong Zhang 1144222ddf1SHong Zhang PetscFunctionBegin; 1159566063dSJacob Faibussowitsch PetscCall(PetscInfo((PetscObject)C,"for A %s, R %s is used\n",((PetscObject)product->A)->type_name,((PetscObject)product->B)->type_name)); 1164222ddf1SHong Zhang /* RA = R*A */ 1179566063dSJacob Faibussowitsch PetscCall(MatProductCreate(R,A,NULL,&RA)); 1189566063dSJacob Faibussowitsch PetscCall(MatProductSetType(RA,MATPRODUCT_AB)); 1199566063dSJacob Faibussowitsch PetscCall(MatProductSetAlgorithm(RA,MATPRODUCTALGORITHMDEFAULT)); 1209566063dSJacob Faibussowitsch PetscCall(MatProductSetFill(RA,fill)); 1219566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions(RA)); 1229566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic(RA)); 1234222ddf1SHong Zhang 1244222ddf1SHong Zhang /* C = RA*R^T */ 1259566063dSJacob Faibussowitsch PetscCall(MatProductSetType(C,MATPRODUCT_ABt)); 1269566063dSJacob Faibussowitsch PetscCall(MatProductSetAlgorithm(C,MATPRODUCTALGORITHMDEFAULT)); 1274222ddf1SHong Zhang product->A = RA; 1289566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions(C)); 1299566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic(C)); 1304222ddf1SHong Zhang 1314222ddf1SHong Zhang /* resume user's original input matrix setting for A */ 1324222ddf1SHong Zhang product->A = A; 1334222ddf1SHong Zhang product->Dwork = RA; /* save here so it will be destroyed with product C */ 1345415d71bSStefano Zampini C->ops->productnumeric = MatProductNumeric_RARt_Unsafe; 1354222ddf1SHong Zhang PetscFunctionReturn(0); 1364222ddf1SHong Zhang } 1374222ddf1SHong Zhang 1385415d71bSStefano Zampini static PetscErrorCode MatProductNumeric_ABC_Unsafe(Mat mat) 1394222ddf1SHong Zhang { 1404222ddf1SHong Zhang Mat_Product *product = mat->product; 1414222ddf1SHong Zhang Mat A=product->A,BC=product->Dwork; 1424222ddf1SHong Zhang 1434222ddf1SHong Zhang PetscFunctionBegin; 1444222ddf1SHong Zhang /* Numeric BC = B*C */ 1459566063dSJacob Faibussowitsch PetscCall(MatProductNumeric(BC)); 1464222ddf1SHong Zhang /* Numeric mat = A*BC */ 14728b400f6SJacob Faibussowitsch PetscCheck(mat->ops->transposematmultnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing numeric stage"); 1489566063dSJacob Faibussowitsch PetscCall((*mat->ops->matmultnumeric)(A,BC,mat)); 1494222ddf1SHong Zhang PetscFunctionReturn(0); 1504222ddf1SHong Zhang } 1514222ddf1SHong Zhang 1525415d71bSStefano Zampini static PetscErrorCode MatProductSymbolic_ABC_Unsafe(Mat mat) 1534222ddf1SHong Zhang { 1544222ddf1SHong Zhang Mat_Product *product = mat->product; 1554222ddf1SHong Zhang Mat B=product->B,C=product->C,BC; 1564222ddf1SHong Zhang PetscReal fill=product->fill; 1574222ddf1SHong Zhang 1584222ddf1SHong Zhang PetscFunctionBegin; 1599566063dSJacob Faibussowitsch PetscCall(PetscInfo((PetscObject)mat,"for A %s, B %s, C %s is used\n",((PetscObject)product->A)->type_name,((PetscObject)product->B)->type_name,((PetscObject)product->C)->type_name)); 1604222ddf1SHong Zhang /* Symbolic BC = B*C */ 1619566063dSJacob Faibussowitsch PetscCall(MatProductCreate(B,C,NULL,&BC)); 1629566063dSJacob Faibussowitsch PetscCall(MatProductSetType(BC,MATPRODUCT_AB)); 1639566063dSJacob Faibussowitsch PetscCall(MatProductSetAlgorithm(BC,MATPRODUCTALGORITHMDEFAULT)); 1649566063dSJacob Faibussowitsch PetscCall(MatProductSetFill(BC,fill)); 1659566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions(BC)); 1669566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic(BC)); 1674222ddf1SHong Zhang 1684222ddf1SHong Zhang /* Symbolic mat = A*BC */ 1699566063dSJacob Faibussowitsch PetscCall(MatProductSetType(mat,MATPRODUCT_AB)); 1709566063dSJacob Faibussowitsch PetscCall(MatProductSetAlgorithm(mat,MATPRODUCTALGORITHMDEFAULT)); 1714222ddf1SHong Zhang product->B = BC; 1724222ddf1SHong Zhang product->Dwork = BC; 1739566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions(mat)); 1749566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic(mat)); 1754222ddf1SHong Zhang 1764222ddf1SHong Zhang /* resume user's original input matrix setting for B */ 1774222ddf1SHong Zhang product->B = B; 1785415d71bSStefano Zampini mat->ops->productnumeric = MatProductNumeric_ABC_Unsafe; 1794222ddf1SHong Zhang PetscFunctionReturn(0); 1804222ddf1SHong Zhang } 1814222ddf1SHong Zhang 1825415d71bSStefano Zampini static PetscErrorCode MatProductSymbolic_Unsafe(Mat mat) 1834222ddf1SHong Zhang { 1844222ddf1SHong Zhang Mat_Product *product = mat->product; 1854222ddf1SHong Zhang 1864222ddf1SHong Zhang PetscFunctionBegin; 1874222ddf1SHong Zhang switch (product->type) { 1884222ddf1SHong Zhang case MATPRODUCT_PtAP: 1899566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic_PtAP_Unsafe(mat)); 1904222ddf1SHong Zhang break; 1914222ddf1SHong Zhang case MATPRODUCT_RARt: 1929566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic_RARt_Unsafe(mat)); 1934222ddf1SHong Zhang break; 1944222ddf1SHong Zhang case MATPRODUCT_ABC: 1959566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic_ABC_Unsafe(mat)); 1964222ddf1SHong Zhang break; 19798921bdaSJacob Faibussowitsch default: SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"ProductType %s is not supported",MatProductTypes[product->type]); 1984222ddf1SHong Zhang } 1994222ddf1SHong Zhang PetscFunctionReturn(0); 2004222ddf1SHong Zhang } 2014222ddf1SHong Zhang 2024222ddf1SHong Zhang /* ----------------------------------------------- */ 2034222ddf1SHong Zhang /*@C 2044222ddf1SHong Zhang MatProductReplaceMats - Replace input matrices for a matrix product. 2054222ddf1SHong Zhang 2064222ddf1SHong Zhang Collective on Mat 2074222ddf1SHong Zhang 2084222ddf1SHong Zhang Input Parameters: 2094222ddf1SHong Zhang + A - the matrix or NULL if not being replaced 2104222ddf1SHong Zhang . B - the matrix or NULL if not being replaced 2114222ddf1SHong Zhang . C - the matrix or NULL if not being replaced 2124222ddf1SHong Zhang - D - the matrix product 2134222ddf1SHong Zhang 2144222ddf1SHong Zhang Level: intermediate 2154222ddf1SHong Zhang 2164222ddf1SHong Zhang Notes: 2176718818eSStefano Zampini To reuse the symbolic phase, input matrices must have exactly the same data structure as the replaced one. 218fa046f9fSJunchao Zhang If the type of any of the input matrices is different than what was previously used, or their symmetry changed but 219fa046f9fSJunchao Zhang the symbolic phase took advantage of their symmetry, the product is cleared and MatProductSetFromOptions()/MatProductSymbolic() are invoked again. 2204222ddf1SHong Zhang 221db781477SPatrick Sanan .seealso: `MatProductCreate()`, `MatProductSetFromOptions()`, `MatProductSymbolic().` `MatProductClear()` 2224222ddf1SHong Zhang @*/ 2234222ddf1SHong Zhang PetscErrorCode MatProductReplaceMats(Mat A,Mat B,Mat C,Mat D) 2244222ddf1SHong Zhang { 2256718818eSStefano Zampini Mat_Product *product; 2266718818eSStefano Zampini PetscBool flgA = PETSC_TRUE,flgB = PETSC_TRUE,flgC = PETSC_TRUE; 2274222ddf1SHong Zhang 2284222ddf1SHong Zhang PetscFunctionBegin; 2297a3c3d58SStefano Zampini PetscValidHeaderSpecific(D,MAT_CLASSID,4); 2306718818eSStefano Zampini MatCheckProduct(D,4); 2316718818eSStefano Zampini product = D->product; 2324222ddf1SHong Zhang if (A) { 2337a3c3d58SStefano Zampini PetscValidHeaderSpecific(A,MAT_CLASSID,1); 2349566063dSJacob Faibussowitsch PetscCall(PetscObjectReference((PetscObject)A)); 2359566063dSJacob Faibussowitsch PetscCall(PetscObjectTypeCompare((PetscObject)product->A,((PetscObject)A)->type_name,&flgA)); 236fa046f9fSJunchao Zhang if (product->symbolic_used_the_fact_A_is_symmetric && !A->symmetric) { /* symbolic was built around a symmetric A, but the new A is not anymore */ 237fa046f9fSJunchao Zhang flgA = PETSC_FALSE; 238fa046f9fSJunchao Zhang product->symbolic_used_the_fact_A_is_symmetric = PETSC_FALSE; /* reinit */ 239fa046f9fSJunchao Zhang } 2409566063dSJacob Faibussowitsch PetscCall(MatDestroy(&product->A)); 2414222ddf1SHong Zhang product->A = A; 2424222ddf1SHong Zhang } 2434222ddf1SHong Zhang if (B) { 2447a3c3d58SStefano Zampini PetscValidHeaderSpecific(B,MAT_CLASSID,2); 2459566063dSJacob Faibussowitsch PetscCall(PetscObjectReference((PetscObject)B)); 2469566063dSJacob Faibussowitsch PetscCall(PetscObjectTypeCompare((PetscObject)product->B,((PetscObject)B)->type_name,&flgB)); 247fa046f9fSJunchao Zhang if (product->symbolic_used_the_fact_B_is_symmetric && !B->symmetric) { 248fa046f9fSJunchao Zhang flgB = PETSC_FALSE; 249fa046f9fSJunchao Zhang product->symbolic_used_the_fact_B_is_symmetric = PETSC_FALSE; /* reinit */ 250fa046f9fSJunchao Zhang } 2519566063dSJacob Faibussowitsch PetscCall(MatDestroy(&product->B)); 2524222ddf1SHong Zhang product->B = B; 2534222ddf1SHong Zhang } 2544417c5e8SHong Zhang if (C) { 2557a3c3d58SStefano Zampini PetscValidHeaderSpecific(C,MAT_CLASSID,3); 2569566063dSJacob Faibussowitsch PetscCall(PetscObjectReference((PetscObject)C)); 2579566063dSJacob Faibussowitsch PetscCall(PetscObjectTypeCompare((PetscObject)product->C,((PetscObject)C)->type_name,&flgC)); 258fa046f9fSJunchao Zhang if (product->symbolic_used_the_fact_C_is_symmetric && !C->symmetric) { 259fa046f9fSJunchao Zhang flgC = PETSC_FALSE; 260fa046f9fSJunchao Zhang product->symbolic_used_the_fact_C_is_symmetric = PETSC_FALSE; /* reinit */ 261fa046f9fSJunchao Zhang } 2629566063dSJacob Faibussowitsch PetscCall(MatDestroy(&product->C)); 2634417c5e8SHong Zhang product->C = C; 2644417c5e8SHong Zhang } 2656718818eSStefano Zampini /* Any of the replaced mats is of a different type, reset */ 2666718818eSStefano Zampini if (!flgA || !flgB || !flgC) { 267*1baa6e33SBarry Smith if (D->product->destroy) PetscCall((*D->product->destroy)(D->product->data)); 2686718818eSStefano Zampini D->product->destroy = NULL; 2696718818eSStefano Zampini D->product->data = NULL; 2706718818eSStefano Zampini if (D->ops->productnumeric || D->ops->productsymbolic) { 2719566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions(D)); 2729566063dSJacob Faibussowitsch PetscCall(MatProductSymbolic(D)); 2736718818eSStefano Zampini } 2746718818eSStefano Zampini } 2754222ddf1SHong Zhang PetscFunctionReturn(0); 2764222ddf1SHong Zhang } 2774222ddf1SHong Zhang 2787a3c3d58SStefano Zampini static PetscErrorCode MatProductNumeric_X_Dense(Mat C) 2797a3c3d58SStefano Zampini { 2807a3c3d58SStefano Zampini Mat_Product *product = C->product; 2817a3c3d58SStefano Zampini Mat A = product->A, B = product->B; 2827a3c3d58SStefano Zampini PetscInt k, K = B->cmap->N; 2837a3c3d58SStefano Zampini PetscBool t = PETSC_TRUE,iscuda = PETSC_FALSE; 2847a3c3d58SStefano Zampini PetscBool Bcpu = PETSC_TRUE, Ccpu = PETSC_TRUE; 2857a3c3d58SStefano Zampini char *Btype = NULL,*Ctype = NULL; 2867a3c3d58SStefano Zampini 2877a3c3d58SStefano Zampini PetscFunctionBegin; 2887a3c3d58SStefano Zampini switch (product->type) { 2897a3c3d58SStefano Zampini case MATPRODUCT_AB: 2907a3c3d58SStefano Zampini t = PETSC_FALSE; 2917a3c3d58SStefano Zampini case MATPRODUCT_AtB: 2927a3c3d58SStefano Zampini break; 29398921bdaSJacob Faibussowitsch default: SETERRQ(PetscObjectComm((PetscObject)C),PETSC_ERR_SUP,"MatProductNumeric type %s not supported for %s and %s matrices",MatProductTypes[product->type],((PetscObject)A)->type_name,((PetscObject)B)->type_name); 2947a3c3d58SStefano Zampini } 2957a3c3d58SStefano Zampini if (PetscDefined(HAVE_CUDA)) { 2967a3c3d58SStefano Zampini VecType vtype; 2977a3c3d58SStefano Zampini 2989566063dSJacob Faibussowitsch PetscCall(MatGetVecType(A,&vtype)); 2999566063dSJacob Faibussowitsch PetscCall(PetscStrcmp(vtype,VECCUDA,&iscuda)); 3007a3c3d58SStefano Zampini if (!iscuda) { 3019566063dSJacob Faibussowitsch PetscCall(PetscStrcmp(vtype,VECSEQCUDA,&iscuda)); 3027a3c3d58SStefano Zampini } 3037a3c3d58SStefano Zampini if (!iscuda) { 3049566063dSJacob Faibussowitsch PetscCall(PetscStrcmp(vtype,VECMPICUDA,&iscuda)); 3057a3c3d58SStefano Zampini } 3067a3c3d58SStefano Zampini if (iscuda) { /* Make sure we have up-to-date data on the GPU */ 3079566063dSJacob Faibussowitsch PetscCall(PetscStrallocpy(((PetscObject)B)->type_name,&Btype)); 3089566063dSJacob Faibussowitsch PetscCall(PetscStrallocpy(((PetscObject)C)->type_name,&Ctype)); 3099566063dSJacob Faibussowitsch PetscCall(MatConvert(B,MATDENSECUDA,MAT_INPLACE_MATRIX,&B)); 3107a3c3d58SStefano Zampini if (!C->assembled) { /* need to flag the matrix as assembled, otherwise MatConvert will complain */ 3119566063dSJacob Faibussowitsch PetscCall(MatAssemblyBegin(C,MAT_FINAL_ASSEMBLY)); 3129566063dSJacob Faibussowitsch PetscCall(MatAssemblyEnd(C,MAT_FINAL_ASSEMBLY)); 3137a3c3d58SStefano Zampini } 3149566063dSJacob Faibussowitsch PetscCall(MatConvert(C,MATDENSECUDA,MAT_INPLACE_MATRIX,&C)); 3157a3c3d58SStefano Zampini } else { /* Make sure we have up-to-date data on the CPU */ 3167a3c3d58SStefano Zampini #if defined(PETSC_HAVE_CUDA) || defined(PETSC_HAVE_VIENNACL) 3177a3c3d58SStefano Zampini Bcpu = B->boundtocpu; 3187a3c3d58SStefano Zampini Ccpu = C->boundtocpu; 3197a3c3d58SStefano Zampini #endif 3209566063dSJacob Faibussowitsch PetscCall(MatBindToCPU(B,PETSC_TRUE)); 3219566063dSJacob Faibussowitsch PetscCall(MatBindToCPU(C,PETSC_TRUE)); 3227a3c3d58SStefano Zampini } 3237a3c3d58SStefano Zampini } 3247a3c3d58SStefano Zampini for (k=0;k<K;k++) { 3257a3c3d58SStefano Zampini Vec x,y; 3267a3c3d58SStefano Zampini 3279566063dSJacob Faibussowitsch PetscCall(MatDenseGetColumnVecRead(B,k,&x)); 3289566063dSJacob Faibussowitsch PetscCall(MatDenseGetColumnVecWrite(C,k,&y)); 3297a3c3d58SStefano Zampini if (t) { 3309566063dSJacob Faibussowitsch PetscCall(MatMultTranspose(A,x,y)); 3317a3c3d58SStefano Zampini } else { 3329566063dSJacob Faibussowitsch PetscCall(MatMult(A,x,y)); 3337a3c3d58SStefano Zampini } 3349566063dSJacob Faibussowitsch PetscCall(MatDenseRestoreColumnVecRead(B,k,&x)); 3359566063dSJacob Faibussowitsch PetscCall(MatDenseRestoreColumnVecWrite(C,k,&y)); 3367a3c3d58SStefano Zampini } 3379566063dSJacob Faibussowitsch PetscCall(MatAssemblyBegin(C,MAT_FINAL_ASSEMBLY)); 3389566063dSJacob Faibussowitsch PetscCall(MatAssemblyEnd(C,MAT_FINAL_ASSEMBLY)); 3397a3c3d58SStefano Zampini if (PetscDefined(HAVE_CUDA)) { 3407a3c3d58SStefano Zampini if (iscuda) { 3419566063dSJacob Faibussowitsch PetscCall(MatConvert(B,Btype,MAT_INPLACE_MATRIX,&B)); 3429566063dSJacob Faibussowitsch PetscCall(MatConvert(C,Ctype,MAT_INPLACE_MATRIX,&C)); 3437a3c3d58SStefano Zampini } else { 3449566063dSJacob Faibussowitsch PetscCall(MatBindToCPU(B,Bcpu)); 3459566063dSJacob Faibussowitsch PetscCall(MatBindToCPU(C,Ccpu)); 3467a3c3d58SStefano Zampini } 3477a3c3d58SStefano Zampini } 3489566063dSJacob Faibussowitsch PetscCall(PetscFree(Btype)); 3499566063dSJacob Faibussowitsch PetscCall(PetscFree(Ctype)); 3507a3c3d58SStefano Zampini PetscFunctionReturn(0); 3517a3c3d58SStefano Zampini } 3527a3c3d58SStefano Zampini 3537a3c3d58SStefano Zampini static PetscErrorCode MatProductSymbolic_X_Dense(Mat C) 3547a3c3d58SStefano Zampini { 3557a3c3d58SStefano Zampini Mat_Product *product = C->product; 3567a3c3d58SStefano Zampini Mat A = product->A, B = product->B; 3577a3c3d58SStefano Zampini PetscBool isdense; 3587a3c3d58SStefano Zampini 3597a3c3d58SStefano Zampini PetscFunctionBegin; 3607a3c3d58SStefano Zampini switch (product->type) { 3617a3c3d58SStefano Zampini case MATPRODUCT_AB: 3629566063dSJacob Faibussowitsch PetscCall(MatSetSizes(C,A->rmap->n,B->cmap->n,A->rmap->N,B->cmap->N)); 3637a3c3d58SStefano Zampini break; 3647a3c3d58SStefano Zampini case MATPRODUCT_AtB: 3659566063dSJacob Faibussowitsch PetscCall(MatSetSizes(C,A->cmap->n,B->cmap->n,A->cmap->N,B->cmap->N)); 3667a3c3d58SStefano Zampini break; 36798921bdaSJacob Faibussowitsch default: SETERRQ(PetscObjectComm((PetscObject)C),PETSC_ERR_SUP,"MatProductSymbolic type %s not supported for %s and %s matrices",MatProductTypes[product->type],((PetscObject)A)->type_name,((PetscObject)B)->type_name); 3687a3c3d58SStefano Zampini } 3699566063dSJacob Faibussowitsch PetscCall(PetscObjectBaseTypeCompareAny((PetscObject)C,&isdense,MATSEQDENSE,MATMPIDENSE,"")); 3707a3c3d58SStefano Zampini if (!isdense) { 3719566063dSJacob Faibussowitsch PetscCall(MatSetType(C,((PetscObject)B)->type_name)); 3726718818eSStefano Zampini /* If matrix type of C was not set or not dense, we need to reset the pointer */ 3737a3c3d58SStefano Zampini C->ops->productsymbolic = MatProductSymbolic_X_Dense; 3747a3c3d58SStefano Zampini } 3756718818eSStefano Zampini C->ops->productnumeric = MatProductNumeric_X_Dense; 3769566063dSJacob Faibussowitsch PetscCall(MatSetUp(C)); 3777a3c3d58SStefano Zampini PetscFunctionReturn(0); 3787a3c3d58SStefano Zampini } 3797a3c3d58SStefano Zampini 3806718818eSStefano Zampini /* a single driver to query the dispatching */ 3816718818eSStefano Zampini static PetscErrorCode MatProductSetFromOptions_Private(Mat mat) 3824222ddf1SHong Zhang { 3834222ddf1SHong Zhang Mat_Product *product = mat->product; 3846718818eSStefano Zampini PetscInt Am,An,Bm,Bn,Cm,Cn; 3854222ddf1SHong Zhang Mat A = product->A,B = product->B,C = product->C; 3866718818eSStefano Zampini const char* const Bnames[] = { "B", "R", "P" }; 3876718818eSStefano Zampini const char* bname; 3884222ddf1SHong Zhang PetscErrorCode (*fA)(Mat); 3894222ddf1SHong Zhang PetscErrorCode (*fB)(Mat); 3904222ddf1SHong Zhang PetscErrorCode (*fC)(Mat); 3914222ddf1SHong Zhang PetscErrorCode (*f)(Mat)=NULL; 3924222ddf1SHong Zhang 3934222ddf1SHong Zhang PetscFunctionBegin; 3946718818eSStefano Zampini mat->ops->productsymbolic = NULL; 3956718818eSStefano Zampini mat->ops->productnumeric = NULL; 3966718818eSStefano Zampini if (product->type == MATPRODUCT_UNSPECIFIED) PetscFunctionReturn(0); 39728b400f6SJacob Faibussowitsch PetscCheck(A,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing A mat"); 39828b400f6SJacob Faibussowitsch PetscCheck(B,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing B mat"); 399072cda71SBarry Smith PetscCheck(product->type != MATPRODUCT_ABC || C,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing C mat"); 4006718818eSStefano Zampini if (product->type != MATPRODUCT_ABC) C = NULL; /* do not use C if not needed */ 4016718818eSStefano Zampini if (product->type == MATPRODUCT_RARt) bname = Bnames[1]; 4026718818eSStefano Zampini else if (product->type == MATPRODUCT_PtAP) bname = Bnames[2]; 4036718818eSStefano Zampini else bname = Bnames[0]; 4046718818eSStefano Zampini 4056718818eSStefano Zampini /* Check matrices sizes */ 4066718818eSStefano Zampini Am = A->rmap->N; 4076718818eSStefano Zampini An = A->cmap->N; 4086718818eSStefano Zampini Bm = B->rmap->N; 4096718818eSStefano Zampini Bn = B->cmap->N; 4106718818eSStefano Zampini Cm = C ? C->rmap->N : 0; 4116718818eSStefano Zampini Cn = C ? C->cmap->N : 0; 4126718818eSStefano Zampini if (product->type == MATPRODUCT_RARt || product->type == MATPRODUCT_ABt) { PetscInt t = Bn; Bn = Bm; Bm = t; } 4136718818eSStefano Zampini if (product->type == MATPRODUCT_AtB) { PetscInt t = An; An = Am; Am = t; } 41408401ef6SPierre Jolivet PetscCheck(An == Bm,PetscObjectComm((PetscObject)mat),PETSC_ERR_ARG_SIZ,"Matrix dimensions of A and %s are incompatible for MatProductType %s: A %" PetscInt_FMT "x%" PetscInt_FMT ", %s %" PetscInt_FMT "x%" PetscInt_FMT,bname,MatProductTypes[product->type],A->rmap->N,A->cmap->N,bname,B->rmap->N,B->cmap->N); 415072cda71SBarry Smith PetscCheck(!Cm || Cm == Bn,PetscObjectComm((PetscObject)mat),PETSC_ERR_ARG_SIZ,"Matrix dimensions of B and C are incompatible for MatProductType %s: B %" PetscInt_FMT "x%" PetscInt_FMT ", C %" PetscInt_FMT "x%" PetscInt_FMT,MatProductTypes[product->type],B->rmap->N,B->cmap->N,Cm,Cn); 4164222ddf1SHong Zhang 4174222ddf1SHong Zhang fA = A->ops->productsetfromoptions; 4184222ddf1SHong Zhang fB = B->ops->productsetfromoptions; 4196718818eSStefano Zampini fC = C ? C->ops->productsetfromoptions : fA; 4206718818eSStefano Zampini if (C) { 4219566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat,"MatProductType %s for A %s, %s %s, C %s\n",MatProductTypes[product->type],((PetscObject)A)->type_name,bname,((PetscObject)B)->type_name,((PetscObject)C)->type_name)); 4226718818eSStefano Zampini } else { 4239566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat,"MatProductType %s for A %s, %s %s\n",MatProductTypes[product->type],((PetscObject)A)->type_name,bname,((PetscObject)B)->type_name)); 4246718818eSStefano Zampini } 4254222ddf1SHong Zhang if (fA == fB && fA == fC && fA) { 4269566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," matching op\n")); 4279566063dSJacob Faibussowitsch PetscCall((*fA)(mat)); 4288d7b260cSStefano Zampini } 4298d7b260cSStefano Zampini /* We may have found f but it did not succeed */ 4308d7b260cSStefano Zampini if (!mat->ops->productsymbolic) { /* query MatProductSetFromOptions_Atype_Btype_Ctype */ 4314222ddf1SHong Zhang char mtypes[256]; 4329566063dSJacob Faibussowitsch PetscCall(PetscStrncpy(mtypes,"MatProductSetFromOptions_",sizeof(mtypes))); 4339566063dSJacob Faibussowitsch PetscCall(PetscStrlcat(mtypes,((PetscObject)A)->type_name,sizeof(mtypes))); 4349566063dSJacob Faibussowitsch PetscCall(PetscStrlcat(mtypes,"_",sizeof(mtypes))); 4359566063dSJacob Faibussowitsch PetscCall(PetscStrlcat(mtypes,((PetscObject)B)->type_name,sizeof(mtypes))); 4366718818eSStefano Zampini if (C) { 4379566063dSJacob Faibussowitsch PetscCall(PetscStrlcat(mtypes,"_",sizeof(mtypes))); 4389566063dSJacob Faibussowitsch PetscCall(PetscStrlcat(mtypes,((PetscObject)C)->type_name,sizeof(mtypes))); 4396718818eSStefano Zampini } 4409566063dSJacob Faibussowitsch PetscCall(PetscStrlcat(mtypes,"_C",sizeof(mtypes))); 4414222ddf1SHong Zhang 4429566063dSJacob Faibussowitsch PetscCall(PetscObjectQueryFunction((PetscObject)A,mtypes,&f)); 4439566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," querying %s from A? %p\n",mtypes,f)); 4444222ddf1SHong Zhang if (!f) { 4459566063dSJacob Faibussowitsch PetscCall(PetscObjectQueryFunction((PetscObject)B,mtypes,&f)); 4469566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," querying %s from %s? %p\n",mtypes,bname,f)); 4474222ddf1SHong Zhang } 4486718818eSStefano Zampini if (!f && C) { 4499566063dSJacob Faibussowitsch PetscCall(PetscObjectQueryFunction((PetscObject)C,mtypes,&f)); 4509566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," querying %s from C? %p\n",mtypes,f)); 4514222ddf1SHong Zhang } 4529566063dSJacob Faibussowitsch if (f) PetscCall((*f)(mat)); 4536718818eSStefano Zampini 4546718818eSStefano Zampini /* We may have found f but it did not succeed */ 4556718818eSStefano Zampini /* some matrices (i.e. MATTRANSPOSE, MATSHELL constructed from MatConvert), knows what to do with their inner matrices */ 4566718818eSStefano Zampini if (!mat->ops->productsymbolic) { 4579566063dSJacob Faibussowitsch PetscCall(PetscStrncpy(mtypes,"MatProductSetFromOptions_anytype_C",sizeof(mtypes))); 4589566063dSJacob Faibussowitsch PetscCall(PetscObjectQueryFunction((PetscObject)A,mtypes,&f)); 4599566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," querying %s from A? %p\n",mtypes,f)); 4606718818eSStefano Zampini if (!f) { 4619566063dSJacob Faibussowitsch PetscCall(PetscObjectQueryFunction((PetscObject)B,mtypes,&f)); 4629566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," querying %s from %s? %p\n",mtypes,bname,f)); 4636718818eSStefano Zampini } 4646718818eSStefano Zampini if (!f && C) { 4659566063dSJacob Faibussowitsch PetscCall(PetscObjectQueryFunction((PetscObject)C,mtypes,&f)); 4669566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," querying %s from C? %p\n",mtypes,f)); 4676718818eSStefano Zampini } 4686718818eSStefano Zampini } 4699566063dSJacob Faibussowitsch if (f) PetscCall((*f)(mat)); 4704222ddf1SHong Zhang } 4714222ddf1SHong Zhang 4726718818eSStefano Zampini /* We may have found f but it did not succeed */ 4736718818eSStefano Zampini if (!mat->ops->productsymbolic) { 4746718818eSStefano Zampini /* we can still compute the product if B is of type dense */ 4756718818eSStefano Zampini if (product->type == MATPRODUCT_AB || product->type == MATPRODUCT_AtB) { 4766718818eSStefano Zampini PetscBool isdense; 4776718818eSStefano Zampini 4789566063dSJacob Faibussowitsch PetscCall(PetscObjectBaseTypeCompareAny((PetscObject)B,&isdense,MATSEQDENSE,MATMPIDENSE,"")); 4796718818eSStefano Zampini if (isdense) { 4806718818eSStefano Zampini 4816718818eSStefano Zampini mat->ops->productsymbolic = MatProductSymbolic_X_Dense; 4829566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," using basic looping over columns of a dense matrix\n")); 4836718818eSStefano Zampini } 4845415d71bSStefano Zampini } else if (product->type != MATPRODUCT_ABt) { /* use MatProductSymbolic/Numeric_Unsafe() for triple products only */ 4856718818eSStefano Zampini /* 4866718818eSStefano Zampini TODO: this should be changed to a proper setfromoptions, not setting the symbolic pointer here, because we do not know if 4878d7b260cSStefano Zampini the combination will succeed. In order to be sure, we need MatProductGetProductType to return the type of the result 4886718818eSStefano Zampini before computing the symbolic phase 4896718818eSStefano Zampini */ 4909566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," symbolic product not supported, using MatProductSymbolic_Unsafe() implementation\n")); 4915415d71bSStefano Zampini mat->ops->productsymbolic = MatProductSymbolic_Unsafe; 4924222ddf1SHong Zhang } 4936718818eSStefano Zampini } 4946718818eSStefano Zampini if (!mat->ops->productsymbolic) { 4959566063dSJacob Faibussowitsch PetscCall(PetscInfo(mat," symbolic product is not supported\n")); 4966718818eSStefano Zampini } 4974222ddf1SHong Zhang PetscFunctionReturn(0); 4984222ddf1SHong Zhang } 4994222ddf1SHong Zhang 5004222ddf1SHong Zhang /*@C 5014222ddf1SHong Zhang MatProductSetFromOptions - Creates a matrix product where the type, the algorithm etc are determined from the options database. 5024222ddf1SHong Zhang 5034222ddf1SHong Zhang Logically Collective on Mat 5044222ddf1SHong Zhang 5054222ddf1SHong Zhang Input Parameter: 5064222ddf1SHong Zhang . mat - the matrix 5074222ddf1SHong Zhang 5086718818eSStefano Zampini Options Database Keys: 5096718818eSStefano Zampini . -mat_product_clear - Clear intermediate data structures after MatProductNumeric() has been called 5104222ddf1SHong Zhang 5116718818eSStefano Zampini Level: intermediate 5126718818eSStefano Zampini 513db781477SPatrick Sanan .seealso: `MatSetFromOptions()`, `MatProductCreate()`, `MatProductCreateWithMat()` 5144222ddf1SHong Zhang @*/ 5154222ddf1SHong Zhang PetscErrorCode MatProductSetFromOptions(Mat mat) 5164222ddf1SHong Zhang { 5174222ddf1SHong Zhang PetscFunctionBegin; 5184222ddf1SHong Zhang PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 5196718818eSStefano Zampini MatCheckProduct(mat,1); 52028b400f6SJacob Faibussowitsch PetscCheck(!mat->product->data,PetscObjectComm((PetscObject)mat),PETSC_ERR_ORDER,"Cannot call MatProductSetFromOptions with already present data"); 521d0609cedSBarry Smith PetscObjectOptionsBegin((PetscObject)mat); 5229566063dSJacob Faibussowitsch PetscCall(PetscOptionsBool("-mat_product_clear","Clear intermediate data structures after MatProductNumeric() has been called","MatProductClear",mat->product->clear,&mat->product->clear,NULL)); 5239566063dSJacob Faibussowitsch PetscCall(PetscOptionsDeprecated("-mat_freeintermediatedatastructures","-mat_product_clear","3.13","Or call MatProductClear() after MatProductNumeric()")); 524d0609cedSBarry Smith PetscOptionsEnd(); 5259566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions_Private(mat)); 52628b400f6SJacob Faibussowitsch PetscCheck(mat->product,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing product after setup phase"); 5276718818eSStefano Zampini PetscFunctionReturn(0); 5286718818eSStefano Zampini } 5296718818eSStefano Zampini 5306718818eSStefano Zampini /*@C 5316718818eSStefano Zampini MatProductView - View a MatProduct 5326718818eSStefano Zampini 5336718818eSStefano Zampini Logically Collective on Mat 5346718818eSStefano Zampini 5356718818eSStefano Zampini Input Parameter: 5366718818eSStefano Zampini . mat - the matrix obtained with MatProductCreate() or MatProductCreateWithMat() 5376718818eSStefano Zampini 5386718818eSStefano Zampini Level: intermediate 5396718818eSStefano Zampini 540db781477SPatrick Sanan .seealso: `MatView()`, `MatProductCreate()`, `MatProductCreateWithMat()` 5416718818eSStefano Zampini @*/ 5426718818eSStefano Zampini PetscErrorCode MatProductView(Mat mat, PetscViewer viewer) 5436718818eSStefano Zampini { 5446718818eSStefano Zampini PetscFunctionBegin; 5456718818eSStefano Zampini PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 5466718818eSStefano Zampini if (!mat->product) PetscFunctionReturn(0); 5479566063dSJacob Faibussowitsch if (!viewer) PetscCall(PetscViewerASCIIGetStdout(PetscObjectComm((PetscObject)mat),&viewer)); 5486718818eSStefano Zampini PetscValidHeaderSpecific(viewer,PETSC_VIEWER_CLASSID,2); 5496718818eSStefano Zampini PetscCheckSameComm(mat,1,viewer,2); 550*1baa6e33SBarry Smith if (mat->product->view) PetscCall((*mat->product->view)(mat,viewer)); 5514222ddf1SHong Zhang PetscFunctionReturn(0); 5524222ddf1SHong Zhang } 5534222ddf1SHong Zhang 5544222ddf1SHong Zhang /* ----------------------------------------------- */ 5556718818eSStefano Zampini /* these are basic implementations relying on the old function pointers 5566718818eSStefano Zampini * they are dangerous and should be removed in the future */ 5574222ddf1SHong Zhang PetscErrorCode MatProductNumeric_AB(Mat mat) 5584222ddf1SHong Zhang { 5594222ddf1SHong Zhang Mat_Product *product = mat->product; 5604222ddf1SHong Zhang Mat A=product->A,B=product->B; 5614222ddf1SHong Zhang 5624222ddf1SHong Zhang PetscFunctionBegin; 56328b400f6SJacob Faibussowitsch PetscCheck(mat->ops->matmultnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing numeric implementation of product %s for mat %s",MatProductTypes[product->type],((PetscObject)mat)->type_name); 5649566063dSJacob Faibussowitsch PetscCall((*mat->ops->matmultnumeric)(A,B,mat)); 5654222ddf1SHong Zhang PetscFunctionReturn(0); 5664222ddf1SHong Zhang } 5674222ddf1SHong Zhang 5684222ddf1SHong Zhang PetscErrorCode MatProductNumeric_AtB(Mat mat) 5694222ddf1SHong Zhang { 5704222ddf1SHong Zhang Mat_Product *product = mat->product; 5714222ddf1SHong Zhang Mat A=product->A,B=product->B; 5724222ddf1SHong Zhang 5734222ddf1SHong Zhang PetscFunctionBegin; 57428b400f6SJacob Faibussowitsch PetscCheck(mat->ops->transposematmultnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing numeric implementation of product %s for mat %s",MatProductTypes[product->type],((PetscObject)mat)->type_name); 5759566063dSJacob Faibussowitsch PetscCall((*mat->ops->transposematmultnumeric)(A,B,mat)); 5764222ddf1SHong Zhang PetscFunctionReturn(0); 5774222ddf1SHong Zhang } 5784222ddf1SHong Zhang 5794222ddf1SHong Zhang PetscErrorCode MatProductNumeric_ABt(Mat mat) 5804222ddf1SHong Zhang { 5814222ddf1SHong Zhang Mat_Product *product = mat->product; 5824222ddf1SHong Zhang Mat A=product->A,B=product->B; 5834222ddf1SHong Zhang 5844222ddf1SHong Zhang PetscFunctionBegin; 58528b400f6SJacob Faibussowitsch PetscCheck(mat->ops->mattransposemultnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing numeric implementation of product %s for mat %s",MatProductTypes[product->type],((PetscObject)mat)->type_name); 5869566063dSJacob Faibussowitsch PetscCall((*mat->ops->mattransposemultnumeric)(A,B,mat)); 5874222ddf1SHong Zhang PetscFunctionReturn(0); 5884222ddf1SHong Zhang } 5894222ddf1SHong Zhang 5904222ddf1SHong Zhang PetscErrorCode MatProductNumeric_PtAP(Mat mat) 5914222ddf1SHong Zhang { 5924222ddf1SHong Zhang Mat_Product *product = mat->product; 5934222ddf1SHong Zhang Mat A=product->A,B=product->B; 5944222ddf1SHong Zhang 5954222ddf1SHong Zhang PetscFunctionBegin; 59628b400f6SJacob Faibussowitsch PetscCheck(mat->ops->ptapnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing numeric implementation of product %s for mat %s",MatProductTypes[product->type],((PetscObject)mat)->type_name); 5979566063dSJacob Faibussowitsch PetscCall((*mat->ops->ptapnumeric)(A,B,mat)); 5984222ddf1SHong Zhang PetscFunctionReturn(0); 5994222ddf1SHong Zhang } 6004222ddf1SHong Zhang 6014222ddf1SHong Zhang PetscErrorCode MatProductNumeric_RARt(Mat mat) 6024222ddf1SHong Zhang { 6034222ddf1SHong Zhang Mat_Product *product = mat->product; 6044222ddf1SHong Zhang Mat A=product->A,B=product->B; 6054222ddf1SHong Zhang 6064222ddf1SHong Zhang PetscFunctionBegin; 60728b400f6SJacob Faibussowitsch PetscCheck(mat->ops->rartnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing numeric implementation of product %s for mat %s",MatProductTypes[product->type],((PetscObject)mat)->type_name); 6089566063dSJacob Faibussowitsch PetscCall((*mat->ops->rartnumeric)(A,B,mat)); 6094222ddf1SHong Zhang PetscFunctionReturn(0); 6104222ddf1SHong Zhang } 6114222ddf1SHong Zhang 6124222ddf1SHong Zhang PetscErrorCode MatProductNumeric_ABC(Mat mat) 6134222ddf1SHong Zhang { 6144222ddf1SHong Zhang Mat_Product *product = mat->product; 6154222ddf1SHong Zhang Mat A=product->A,B=product->B,C=product->C; 6164222ddf1SHong Zhang 6174222ddf1SHong Zhang PetscFunctionBegin; 61828b400f6SJacob Faibussowitsch PetscCheck(mat->ops->matmatmultnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing numeric implementation of product %s for mat %s",MatProductTypes[product->type],((PetscObject)mat)->type_name); 6199566063dSJacob Faibussowitsch PetscCall((*mat->ops->matmatmultnumeric)(A,B,C,mat)); 6204222ddf1SHong Zhang PetscFunctionReturn(0); 6214222ddf1SHong Zhang } 6224222ddf1SHong Zhang 6236718818eSStefano Zampini /* ----------------------------------------------- */ 6246718818eSStefano Zampini 6254222ddf1SHong Zhang /*@ 6264222ddf1SHong Zhang MatProductNumeric - Implement a matrix product with numerical values. 6274222ddf1SHong Zhang 6284222ddf1SHong Zhang Collective on Mat 6294222ddf1SHong Zhang 6306718818eSStefano Zampini Input/Output Parameter: 6316718818eSStefano Zampini . mat - the matrix holding the product 6324222ddf1SHong Zhang 6334222ddf1SHong Zhang Level: intermediate 6344222ddf1SHong Zhang 6356718818eSStefano Zampini Notes: MatProductSymbolic() must have been called on mat before calling this function 6366718818eSStefano Zampini 637db781477SPatrick Sanan .seealso: `MatProductCreate()`, `MatSetType()`, `MatProductSymbolic()` 6384222ddf1SHong Zhang @*/ 6394222ddf1SHong Zhang PetscErrorCode MatProductNumeric(Mat mat) 6404222ddf1SHong Zhang { 641e017e560SStefano Zampini PetscLogEvent eventtype = -1; 6422e105a96SStefano Zampini PetscBool missing = PETSC_FALSE; 6434222ddf1SHong Zhang 6444222ddf1SHong Zhang PetscFunctionBegin; 6454222ddf1SHong Zhang PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 6466718818eSStefano Zampini MatCheckProduct(mat,1); 647e017e560SStefano Zampini switch (mat->product->type) { 648e017e560SStefano Zampini case MATPRODUCT_AB: 649e017e560SStefano Zampini eventtype = MAT_MatMultNumeric; 650e017e560SStefano Zampini break; 651e017e560SStefano Zampini case MATPRODUCT_AtB: 652e017e560SStefano Zampini eventtype = MAT_TransposeMatMultNumeric; 653e017e560SStefano Zampini break; 654e017e560SStefano Zampini case MATPRODUCT_ABt: 655e017e560SStefano Zampini eventtype = MAT_MatTransposeMultNumeric; 656e017e560SStefano Zampini break; 657e017e560SStefano Zampini case MATPRODUCT_PtAP: 658e017e560SStefano Zampini eventtype = MAT_PtAPNumeric; 659e017e560SStefano Zampini break; 660e017e560SStefano Zampini case MATPRODUCT_RARt: 661e017e560SStefano Zampini eventtype = MAT_RARtNumeric; 662e017e560SStefano Zampini break; 663e017e560SStefano Zampini case MATPRODUCT_ABC: 664e017e560SStefano Zampini eventtype = MAT_MatMatMultNumeric; 665e017e560SStefano Zampini break; 66698921bdaSJacob Faibussowitsch default: SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"ProductType %s is not supported",MatProductTypes[mat->product->type]); 667e017e560SStefano Zampini } 6688d7b260cSStefano Zampini 6694222ddf1SHong Zhang if (mat->ops->productnumeric) { 6709566063dSJacob Faibussowitsch PetscCall(PetscLogEventBegin(eventtype,mat,0,0,0)); 6719566063dSJacob Faibussowitsch PetscCall((*mat->ops->productnumeric)(mat)); 6729566063dSJacob Faibussowitsch PetscCall(PetscLogEventEnd(eventtype,mat,0,0,0)); 6732e105a96SStefano Zampini } else missing = PETSC_TRUE; 6742e105a96SStefano Zampini 6752e105a96SStefano Zampini if (missing || !mat->product) { 6762e105a96SStefano Zampini char errstr[256]; 6772e105a96SStefano Zampini 6782e105a96SStefano Zampini if (mat->product->type == MATPRODUCT_ABC) { 6799566063dSJacob Faibussowitsch PetscCall(PetscSNPrintf(errstr,256,"%s with A %s, B %s, C %s",MatProductTypes[mat->product->type],((PetscObject)mat->product->A)->type_name,((PetscObject)mat->product->B)->type_name,((PetscObject)mat->product->C)->type_name)); 6802e105a96SStefano Zampini } else { 6819566063dSJacob Faibussowitsch PetscCall(PetscSNPrintf(errstr,256,"%s with A %s, B %s",MatProductTypes[mat->product->type],((PetscObject)mat->product->A)->type_name,((PetscObject)mat->product->B)->type_name)); 6822e105a96SStefano Zampini } 68328b400f6SJacob Faibussowitsch PetscCheck(!missing,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Unspecified numeric phase for product %s",errstr); 68428b400f6SJacob Faibussowitsch PetscCheck(mat->product,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing struct after symbolic phase for product %s",errstr); 6852e105a96SStefano Zampini } 6862e105a96SStefano Zampini 687*1baa6e33SBarry Smith if (mat->product->clear) PetscCall(MatProductClear(mat)); 6889566063dSJacob Faibussowitsch PetscCall(PetscObjectStateIncrease((PetscObject)mat)); 6894222ddf1SHong Zhang PetscFunctionReturn(0); 6904222ddf1SHong Zhang } 6914222ddf1SHong Zhang 6924222ddf1SHong Zhang /* ----------------------------------------------- */ 6936718818eSStefano Zampini /* these are basic implementations relying on the old function pointers 6946718818eSStefano Zampini * they are dangerous and should be removed in the future */ 6954222ddf1SHong Zhang PetscErrorCode MatProductSymbolic_AB(Mat mat) 6964222ddf1SHong Zhang { 6974222ddf1SHong Zhang Mat_Product *product = mat->product; 6984222ddf1SHong Zhang Mat A=product->A,B=product->B; 6994222ddf1SHong Zhang 7004222ddf1SHong Zhang PetscFunctionBegin; 70128b400f6SJacob Faibussowitsch PetscCheck(mat->ops->matmultsymbolic,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing symbolic implementation of product %s",MatProductTypes[product->type]); 7029566063dSJacob Faibussowitsch PetscCall((*mat->ops->matmultsymbolic)(A,B,product->fill,mat)); 7034222ddf1SHong Zhang mat->ops->productnumeric = MatProductNumeric_AB; 7044222ddf1SHong Zhang PetscFunctionReturn(0); 7054222ddf1SHong Zhang } 7064222ddf1SHong Zhang 7074222ddf1SHong Zhang PetscErrorCode MatProductSymbolic_AtB(Mat mat) 7084222ddf1SHong Zhang { 7094222ddf1SHong Zhang Mat_Product *product = mat->product; 7104222ddf1SHong Zhang Mat A=product->A,B=product->B; 7114222ddf1SHong Zhang 7124222ddf1SHong Zhang PetscFunctionBegin; 71328b400f6SJacob Faibussowitsch PetscCheck(mat->ops->transposematmultsymbolic,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing symbolic implementation of product %s",MatProductTypes[product->type]); 7149566063dSJacob Faibussowitsch PetscCall((*mat->ops->transposematmultsymbolic)(A,B,product->fill,mat)); 7154222ddf1SHong Zhang mat->ops->productnumeric = MatProductNumeric_AtB; 7164222ddf1SHong Zhang PetscFunctionReturn(0); 7174222ddf1SHong Zhang } 7184222ddf1SHong Zhang 7194222ddf1SHong Zhang PetscErrorCode MatProductSymbolic_ABt(Mat mat) 7204222ddf1SHong Zhang { 7214222ddf1SHong Zhang Mat_Product *product = mat->product; 7224222ddf1SHong Zhang Mat A=product->A,B=product->B; 7234222ddf1SHong Zhang 7244222ddf1SHong Zhang PetscFunctionBegin; 72528b400f6SJacob Faibussowitsch PetscCheck(mat->ops->mattransposemultsymbolic,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing symbolic implementation of product %s",MatProductTypes[product->type]); 7269566063dSJacob Faibussowitsch PetscCall((*mat->ops->mattransposemultsymbolic)(A,B,product->fill,mat)); 7274222ddf1SHong Zhang mat->ops->productnumeric = MatProductNumeric_ABt; 7284222ddf1SHong Zhang PetscFunctionReturn(0); 7294222ddf1SHong Zhang } 7304222ddf1SHong Zhang 7314222ddf1SHong Zhang PetscErrorCode MatProductSymbolic_ABC(Mat mat) 7324222ddf1SHong Zhang { 7334222ddf1SHong Zhang Mat_Product *product = mat->product; 7344222ddf1SHong Zhang Mat A=product->A,B=product->B,C=product->C; 7354222ddf1SHong Zhang 7364222ddf1SHong Zhang PetscFunctionBegin; 73728b400f6SJacob Faibussowitsch PetscCheck(mat->ops->matmatmultsymbolic,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing symbolic implementation of product %s",MatProductTypes[product->type]); 7389566063dSJacob Faibussowitsch PetscCall((*mat->ops->matmatmultsymbolic)(A,B,C,product->fill,mat)); 7394222ddf1SHong Zhang mat->ops->productnumeric = MatProductNumeric_ABC; 7404222ddf1SHong Zhang PetscFunctionReturn(0); 7414222ddf1SHong Zhang } 7424222ddf1SHong Zhang 7436718818eSStefano Zampini /* ----------------------------------------------- */ 7446718818eSStefano Zampini 7454222ddf1SHong Zhang /*@ 7464222ddf1SHong Zhang MatProductSymbolic - Perform the symbolic portion of a matrix product, this creates a data structure for use with the numerical produce. 7474222ddf1SHong Zhang 7484222ddf1SHong Zhang Collective on Mat 7494222ddf1SHong Zhang 7506718818eSStefano Zampini Input/Output Parameter: 7514222ddf1SHong Zhang . mat - the matrix to hold a product 7524222ddf1SHong Zhang 7534222ddf1SHong Zhang Level: intermediate 7544222ddf1SHong Zhang 7556718818eSStefano Zampini Notes: MatProductSetFromOptions() must have been called on mat before calling this function 7566718818eSStefano Zampini 757db781477SPatrick Sanan .seealso: `MatProductCreate()`, `MatProductCreateWithMat()`, `MatProductSetFromOptions()`, `MatProductNumeric()`, `MatProductSetType()`, `MatProductSetAlgorithm()` 7584222ddf1SHong Zhang @*/ 7594222ddf1SHong Zhang PetscErrorCode MatProductSymbolic(Mat mat) 7604222ddf1SHong Zhang { 7614222ddf1SHong Zhang PetscLogEvent eventtype = -1; 7622e105a96SStefano Zampini PetscBool missing = PETSC_FALSE; 7634222ddf1SHong Zhang 7644222ddf1SHong Zhang PetscFunctionBegin; 7654222ddf1SHong Zhang PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 7666718818eSStefano Zampini MatCheckProduct(mat,1); 76728b400f6SJacob Faibussowitsch PetscCheck(!mat->product->data,PetscObjectComm((PetscObject)mat),PETSC_ERR_ORDER,"Cannot run symbolic phase. Product data not empty"); 7686718818eSStefano Zampini switch (mat->product->type) { 7694222ddf1SHong Zhang case MATPRODUCT_AB: 7704222ddf1SHong Zhang eventtype = MAT_MatMultSymbolic; 7714222ddf1SHong Zhang break; 7724222ddf1SHong Zhang case MATPRODUCT_AtB: 7734222ddf1SHong Zhang eventtype = MAT_TransposeMatMultSymbolic; 7744222ddf1SHong Zhang break; 7754222ddf1SHong Zhang case MATPRODUCT_ABt: 7764222ddf1SHong Zhang eventtype = MAT_MatTransposeMultSymbolic; 7774222ddf1SHong Zhang break; 7784222ddf1SHong Zhang case MATPRODUCT_PtAP: 7794222ddf1SHong Zhang eventtype = MAT_PtAPSymbolic; 7804222ddf1SHong Zhang break; 7814222ddf1SHong Zhang case MATPRODUCT_RARt: 7824222ddf1SHong Zhang eventtype = MAT_RARtSymbolic; 7834222ddf1SHong Zhang break; 7844222ddf1SHong Zhang case MATPRODUCT_ABC: 7854222ddf1SHong Zhang eventtype = MAT_MatMatMultSymbolic; 7864222ddf1SHong Zhang break; 78798921bdaSJacob Faibussowitsch default: SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"ProductType %s is not supported",MatProductTypes[mat->product->type]); 7884222ddf1SHong Zhang } 7896718818eSStefano Zampini mat->ops->productnumeric = NULL; 7904222ddf1SHong Zhang if (mat->ops->productsymbolic) { 7919566063dSJacob Faibussowitsch PetscCall(PetscLogEventBegin(eventtype,mat,0,0,0)); 7929566063dSJacob Faibussowitsch PetscCall((*mat->ops->productsymbolic)(mat)); 7939566063dSJacob Faibussowitsch PetscCall(PetscLogEventEnd(eventtype,mat,0,0,0)); 7942e105a96SStefano Zampini } else missing = PETSC_TRUE; 7952e105a96SStefano Zampini 7962e105a96SStefano Zampini if (missing || !mat->product || !mat->ops->productnumeric) { 7972e105a96SStefano Zampini char errstr[256]; 7982e105a96SStefano Zampini 7992e105a96SStefano Zampini if (mat->product->type == MATPRODUCT_ABC) { 8009566063dSJacob Faibussowitsch PetscCall(PetscSNPrintf(errstr,256,"%s with A %s, B %s, C %s",MatProductTypes[mat->product->type],((PetscObject)mat->product->A)->type_name,((PetscObject)mat->product->B)->type_name,((PetscObject)mat->product->C)->type_name)); 8012e105a96SStefano Zampini } else { 8029566063dSJacob Faibussowitsch PetscCall(PetscSNPrintf(errstr,256,"%s with A %s, B %s",MatProductTypes[mat->product->type],((PetscObject)mat->product->A)->type_name,((PetscObject)mat->product->B)->type_name)); 8032e105a96SStefano Zampini } 80428b400f6SJacob Faibussowitsch PetscCheck(!missing,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Unspecified symbolic phase for product %s. Call MatProductSetFromOptions() first",errstr); 80528b400f6SJacob Faibussowitsch PetscCheck(mat->ops->productnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Unspecified numeric phase for product %s",errstr); 80628b400f6SJacob Faibussowitsch PetscCheck(mat->product,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing struct after symbolic phase for product %s",errstr); 8072e105a96SStefano Zampini } 8084222ddf1SHong Zhang PetscFunctionReturn(0); 8094222ddf1SHong Zhang } 8104222ddf1SHong Zhang 8114222ddf1SHong Zhang /*@ 8124222ddf1SHong Zhang MatProductSetFill - Set an expected fill of the matrix product. 8134222ddf1SHong Zhang 8144222ddf1SHong Zhang Collective on Mat 8154222ddf1SHong Zhang 8164222ddf1SHong Zhang Input Parameters: 8174222ddf1SHong Zhang + mat - the matrix product 818a5b23f4aSJose E. Roman - fill - expected fill as ratio of nnz(mat)/(nnz(A) + nnz(B) + nnz(C)); use PETSC_DEFAULT if you do not have a good estimate. If the product is a dense matrix, this is irrelevant. 8194222ddf1SHong Zhang 8204222ddf1SHong Zhang Level: intermediate 8214222ddf1SHong Zhang 822db781477SPatrick Sanan .seealso: `MatProductSetType()`, `MatProductSetAlgorithm()`, `MatProductCreate()` 8234222ddf1SHong Zhang @*/ 8244222ddf1SHong Zhang PetscErrorCode MatProductSetFill(Mat mat,PetscReal fill) 8254222ddf1SHong Zhang { 8264222ddf1SHong Zhang PetscFunctionBegin; 8274222ddf1SHong Zhang PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 8286718818eSStefano Zampini MatCheckProduct(mat,1); 8296718818eSStefano Zampini if (fill == PETSC_DEFAULT || fill == PETSC_DECIDE) mat->product->fill = 2.0; 8306718818eSStefano Zampini else mat->product->fill = fill; 8314222ddf1SHong Zhang PetscFunctionReturn(0); 8324222ddf1SHong Zhang } 8334222ddf1SHong Zhang 8344222ddf1SHong Zhang /*@ 8354222ddf1SHong Zhang MatProductSetAlgorithm - Requests a particular algorithm for a matrix product implementation. 8364222ddf1SHong Zhang 8374222ddf1SHong Zhang Collective on Mat 8384222ddf1SHong Zhang 8394222ddf1SHong Zhang Input Parameters: 8404222ddf1SHong Zhang + mat - the matrix product 8413e662e0bSHong Zhang - alg - particular implementation algorithm of the matrix product, e.g., MATPRODUCTALGORITHMDEFAULT. 8423e662e0bSHong Zhang 8433e662e0bSHong Zhang Options Database Key: 8443e662e0bSHong Zhang . -mat_product_algorithm <algorithm> - Sets the algorithm; use -help for a list 8453e662e0bSHong Zhang of available algorithms (for instance, scalable, outerproduct, etc.) 8464222ddf1SHong Zhang 8474222ddf1SHong Zhang Level: intermediate 8484222ddf1SHong Zhang 849db781477SPatrick Sanan .seealso: `MatProductSetType()`, `MatProductSetFill()`, `MatProductCreate()`, `MatProductAlgorithm` 8504222ddf1SHong Zhang @*/ 8514222ddf1SHong Zhang PetscErrorCode MatProductSetAlgorithm(Mat mat,MatProductAlgorithm alg) 8524222ddf1SHong Zhang { 8534222ddf1SHong Zhang PetscFunctionBegin; 8544222ddf1SHong Zhang PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 8556718818eSStefano Zampini MatCheckProduct(mat,1); 8569566063dSJacob Faibussowitsch PetscCall(PetscFree(mat->product->alg)); 8579566063dSJacob Faibussowitsch PetscCall(PetscStrallocpy(alg,&mat->product->alg)); 8584222ddf1SHong Zhang PetscFunctionReturn(0); 8594222ddf1SHong Zhang } 8604222ddf1SHong Zhang 8614222ddf1SHong Zhang /*@ 8626718818eSStefano Zampini MatProductSetType - Sets a particular matrix product type 8634222ddf1SHong Zhang 8644222ddf1SHong Zhang Collective on Mat 8654222ddf1SHong Zhang 8664222ddf1SHong Zhang Input Parameters: 8674222ddf1SHong Zhang + mat - the matrix 8684222ddf1SHong Zhang - productype - matrix product type, e.g., MATPRODUCT_AB,MATPRODUCT_AtB,MATPRODUCT_ABt,MATPRODUCT_PtAP,MATPRODUCT_RARt,MATPRODUCT_ABC. 8694222ddf1SHong Zhang 8704222ddf1SHong Zhang Level: intermediate 8714222ddf1SHong Zhang 872db781477SPatrick Sanan .seealso: `MatProductCreate()`, `MatProductType` 8734222ddf1SHong Zhang @*/ 8744222ddf1SHong Zhang PetscErrorCode MatProductSetType(Mat mat,MatProductType productype) 8754222ddf1SHong Zhang { 8764222ddf1SHong Zhang PetscFunctionBegin; 8774222ddf1SHong Zhang PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 8786718818eSStefano Zampini MatCheckProduct(mat,1); 8797a3c3d58SStefano Zampini PetscValidLogicalCollectiveEnum(mat,productype,2); 8806718818eSStefano Zampini if (productype != mat->product->type) { 881*1baa6e33SBarry Smith if (mat->product->destroy) PetscCall((*mat->product->destroy)(mat->product->data)); 8826718818eSStefano Zampini mat->product->destroy = NULL; 8836718818eSStefano Zampini mat->product->data = NULL; 8846718818eSStefano Zampini mat->ops->productsymbolic = NULL; 8856718818eSStefano Zampini mat->ops->productnumeric = NULL; 8866718818eSStefano Zampini } 8876718818eSStefano Zampini mat->product->type = productype; 8884222ddf1SHong Zhang PetscFunctionReturn(0); 8894222ddf1SHong Zhang } 8904222ddf1SHong Zhang 8914417c5e8SHong Zhang /*@ 8924417c5e8SHong Zhang MatProductClear - Clears matrix product internal structure. 8934417c5e8SHong Zhang 8944417c5e8SHong Zhang Collective on Mat 8954417c5e8SHong Zhang 8964417c5e8SHong Zhang Input Parameters: 8974417c5e8SHong Zhang . mat - the product matrix 8984417c5e8SHong Zhang 8994417c5e8SHong Zhang Level: intermediate 9006718818eSStefano Zampini 9016718818eSStefano Zampini Notes: this function should be called to remove any intermediate data used by the product 9026718818eSStefano Zampini After having called this function, MatProduct operations can no longer be used on mat 9034417c5e8SHong Zhang @*/ 9044417c5e8SHong Zhang PetscErrorCode MatProductClear(Mat mat) 9054417c5e8SHong Zhang { 9064417c5e8SHong Zhang Mat_Product *product = mat->product; 9074417c5e8SHong Zhang 9084417c5e8SHong Zhang PetscFunctionBegin; 9097a3c3d58SStefano Zampini PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 9104417c5e8SHong Zhang if (product) { 9119566063dSJacob Faibussowitsch PetscCall(MatDestroy(&product->A)); 9129566063dSJacob Faibussowitsch PetscCall(MatDestroy(&product->B)); 9139566063dSJacob Faibussowitsch PetscCall(MatDestroy(&product->C)); 9149566063dSJacob Faibussowitsch PetscCall(PetscFree(product->alg)); 9159566063dSJacob Faibussowitsch PetscCall(MatDestroy(&product->Dwork)); 916*1baa6e33SBarry Smith if (product->destroy) PetscCall((*product->destroy)(product->data)); 9176718818eSStefano Zampini } 9189566063dSJacob Faibussowitsch PetscCall(PetscFree(mat->product)); 9196718818eSStefano Zampini mat->ops->productsymbolic = NULL; 9206718818eSStefano Zampini mat->ops->productnumeric = NULL; 9214417c5e8SHong Zhang PetscFunctionReturn(0); 9224417c5e8SHong Zhang } 9234417c5e8SHong Zhang 9244222ddf1SHong Zhang /* Create a supporting struct and attach it to the matrix product */ 9254417c5e8SHong Zhang PetscErrorCode MatProductCreate_Private(Mat A,Mat B,Mat C,Mat D) 9264222ddf1SHong Zhang { 9274222ddf1SHong Zhang Mat_Product *product=NULL; 9284222ddf1SHong Zhang 9294222ddf1SHong Zhang PetscFunctionBegin; 9306718818eSStefano Zampini PetscValidHeaderSpecific(D,MAT_CLASSID,4); 93128b400f6SJacob Faibussowitsch PetscCheck(!D->product,PetscObjectComm((PetscObject)D),PETSC_ERR_PLIB,"Product already present"); 9329566063dSJacob Faibussowitsch PetscCall(PetscNewLog(D,&product)); 9334222ddf1SHong Zhang product->A = A; 9344222ddf1SHong Zhang product->B = B; 9354222ddf1SHong Zhang product->C = C; 9366718818eSStefano Zampini product->type = MATPRODUCT_UNSPECIFIED; 9374222ddf1SHong Zhang product->Dwork = NULL; 9384222ddf1SHong Zhang product->api_user = PETSC_FALSE; 9396718818eSStefano Zampini product->clear = PETSC_FALSE; 9404222ddf1SHong Zhang D->product = product; 9414417c5e8SHong Zhang 9429566063dSJacob Faibussowitsch PetscCall(MatProductSetAlgorithm(D,MATPRODUCTALGORITHMDEFAULT)); 9439566063dSJacob Faibussowitsch PetscCall(MatProductSetFill(D,PETSC_DEFAULT)); 9447a3c3d58SStefano Zampini 9459566063dSJacob Faibussowitsch PetscCall(PetscObjectReference((PetscObject)A)); 9469566063dSJacob Faibussowitsch PetscCall(PetscObjectReference((PetscObject)B)); 9479566063dSJacob Faibussowitsch PetscCall(PetscObjectReference((PetscObject)C)); 9484222ddf1SHong Zhang PetscFunctionReturn(0); 9494222ddf1SHong Zhang } 9504222ddf1SHong Zhang 9514222ddf1SHong Zhang /*@ 9524222ddf1SHong Zhang MatProductCreateWithMat - Setup a given matrix as a matrix product. 9534222ddf1SHong Zhang 9544222ddf1SHong Zhang Collective on Mat 9554222ddf1SHong Zhang 9564222ddf1SHong Zhang Input Parameters: 9574222ddf1SHong Zhang + A - the first matrix 9584222ddf1SHong Zhang . B - the second matrix 9594222ddf1SHong Zhang . C - the third matrix (optional) 9604222ddf1SHong Zhang - D - the matrix which will be used as a product 9614222ddf1SHong Zhang 9624222ddf1SHong Zhang Output Parameters: 9634222ddf1SHong Zhang . D - the product matrix 9644222ddf1SHong Zhang 9656718818eSStefano Zampini Notes: 9666718818eSStefano Zampini Any product data attached to D will be cleared 9676718818eSStefano Zampini 9684222ddf1SHong Zhang Level: intermediate 9694222ddf1SHong Zhang 970db781477SPatrick Sanan .seealso: `MatProductCreate()`, `MatProductClear()` 9714222ddf1SHong Zhang @*/ 9724222ddf1SHong Zhang PetscErrorCode MatProductCreateWithMat(Mat A,Mat B,Mat C,Mat D) 9734222ddf1SHong Zhang { 9744222ddf1SHong Zhang PetscFunctionBegin; 9754222ddf1SHong Zhang PetscValidHeaderSpecific(A,MAT_CLASSID,1); 9764222ddf1SHong Zhang PetscValidType(A,1); 9774222ddf1SHong Zhang MatCheckPreallocated(A,1); 97828b400f6SJacob Faibussowitsch PetscCheck(A->assembled,PetscObjectComm((PetscObject)A),PETSC_ERR_ARG_WRONGSTATE,"Not for unassembled matrix"); 97928b400f6SJacob Faibussowitsch PetscCheck(!A->factortype,PetscObjectComm((PetscObject)A),PETSC_ERR_ARG_WRONGSTATE,"Not for factored matrix"); 9804222ddf1SHong Zhang 9814222ddf1SHong Zhang PetscValidHeaderSpecific(B,MAT_CLASSID,2); 9824222ddf1SHong Zhang PetscValidType(B,2); 9834222ddf1SHong Zhang MatCheckPreallocated(B,2); 98428b400f6SJacob Faibussowitsch PetscCheck(B->assembled,PetscObjectComm((PetscObject)B),PETSC_ERR_ARG_WRONGSTATE,"Not for unassembled matrix"); 98528b400f6SJacob Faibussowitsch PetscCheck(!B->factortype,PetscObjectComm((PetscObject)B),PETSC_ERR_ARG_WRONGSTATE,"Not for factored matrix"); 9864222ddf1SHong Zhang 9874222ddf1SHong Zhang if (C) { 9884222ddf1SHong Zhang PetscValidHeaderSpecific(C,MAT_CLASSID,3); 9894222ddf1SHong Zhang PetscValidType(C,3); 9904222ddf1SHong Zhang MatCheckPreallocated(C,3); 99128b400f6SJacob Faibussowitsch PetscCheck(C->assembled,PetscObjectComm((PetscObject)C),PETSC_ERR_ARG_WRONGSTATE,"Not for unassembled matrix"); 99228b400f6SJacob Faibussowitsch PetscCheck(!C->factortype,PetscObjectComm((PetscObject)C),PETSC_ERR_ARG_WRONGSTATE,"Not for factored matrix"); 9934222ddf1SHong Zhang } 9944222ddf1SHong Zhang 9954222ddf1SHong Zhang PetscValidHeaderSpecific(D,MAT_CLASSID,4); 9964222ddf1SHong Zhang PetscValidType(D,4); 9974222ddf1SHong Zhang MatCheckPreallocated(D,4); 99828b400f6SJacob Faibussowitsch PetscCheck(D->assembled,PetscObjectComm((PetscObject)D),PETSC_ERR_ARG_WRONGSTATE,"Not for unassembled matrix"); 99928b400f6SJacob Faibussowitsch PetscCheck(!D->factortype,PetscObjectComm((PetscObject)D),PETSC_ERR_ARG_WRONGSTATE,"Not for factored matrix"); 10004222ddf1SHong Zhang 10014222ddf1SHong Zhang /* Create a supporting struct and attach it to D */ 10029566063dSJacob Faibussowitsch PetscCall(MatProductClear(D)); 10039566063dSJacob Faibussowitsch PetscCall(MatProductCreate_Private(A,B,C,D)); 10044222ddf1SHong Zhang PetscFunctionReturn(0); 10054222ddf1SHong Zhang } 10064222ddf1SHong Zhang 10074222ddf1SHong Zhang /*@ 10084222ddf1SHong Zhang MatProductCreate - create a matrix product object that can be used to compute various matrix times matrix operations. 10094222ddf1SHong Zhang 10104222ddf1SHong Zhang Collective on Mat 10114222ddf1SHong Zhang 10124222ddf1SHong Zhang Input Parameters: 10134222ddf1SHong Zhang + A - the first matrix 10144222ddf1SHong Zhang . B - the second matrix 10154222ddf1SHong Zhang - C - the third matrix (optional) 10164222ddf1SHong Zhang 10174222ddf1SHong Zhang Output Parameters: 10184222ddf1SHong Zhang . D - the product matrix 10194222ddf1SHong Zhang 10204222ddf1SHong Zhang Level: intermediate 10214222ddf1SHong Zhang 1022db781477SPatrick Sanan .seealso: `MatProductCreateWithMat()`, `MatProductSetType()`, `MatProductSetAlgorithm()` 10234222ddf1SHong Zhang @*/ 10244222ddf1SHong Zhang PetscErrorCode MatProductCreate(Mat A,Mat B,Mat C,Mat *D) 10254222ddf1SHong Zhang { 10264222ddf1SHong Zhang PetscFunctionBegin; 10274222ddf1SHong Zhang PetscValidHeaderSpecific(A,MAT_CLASSID,1); 10284222ddf1SHong Zhang PetscValidType(A,1); 10294222ddf1SHong Zhang PetscValidHeaderSpecific(B,MAT_CLASSID,2); 10304222ddf1SHong Zhang PetscValidType(B,2); 103128b400f6SJacob Faibussowitsch PetscCheck(!A->factortype,PetscObjectComm((PetscObject)A),PETSC_ERR_ARG_WRONGSTATE,"Not for factored matrix A"); 103228b400f6SJacob Faibussowitsch PetscCheck(!B->factortype,PetscObjectComm((PetscObject)B),PETSC_ERR_ARG_WRONGSTATE,"Not for factored matrix B"); 10334222ddf1SHong Zhang 10344222ddf1SHong Zhang if (C) { 10354222ddf1SHong Zhang PetscValidHeaderSpecific(C,MAT_CLASSID,3); 10364222ddf1SHong Zhang PetscValidType(C,3); 103728b400f6SJacob Faibussowitsch PetscCheck(!C->factortype,PetscObjectComm((PetscObject)C),PETSC_ERR_ARG_WRONGSTATE,"Not for factored matrix C"); 10384222ddf1SHong Zhang } 10394222ddf1SHong Zhang 10404222ddf1SHong Zhang PetscValidPointer(D,4); 10419566063dSJacob Faibussowitsch PetscCall(MatCreate(PetscObjectComm((PetscObject)A),D)); 10429566063dSJacob Faibussowitsch PetscCall(MatProductCreate_Private(A,B,C,*D)); 10434222ddf1SHong Zhang PetscFunctionReturn(0); 10444222ddf1SHong Zhang } 10455415d71bSStefano Zampini 10465415d71bSStefano Zampini /* 10475415d71bSStefano Zampini These are safe basic implementations of ABC, RARt and PtAP 10485415d71bSStefano Zampini that do not rely on mat->ops->matmatop function pointers. 10495415d71bSStefano Zampini They only use the MatProduct API and are currently used by 10505415d71bSStefano Zampini cuSPARSE and KOKKOS-KERNELS backends 10515415d71bSStefano Zampini */ 1052ec446438SStefano Zampini typedef struct { 10535415d71bSStefano Zampini Mat BC; 10545415d71bSStefano Zampini Mat ABC; 10555415d71bSStefano Zampini } MatMatMatPrivate; 10565415d71bSStefano Zampini 10575415d71bSStefano Zampini static PetscErrorCode MatDestroy_MatMatMatPrivate(void *data) 10585415d71bSStefano Zampini { 10595415d71bSStefano Zampini MatMatMatPrivate *mmdata = (MatMatMatPrivate *)data; 10605415d71bSStefano Zampini 10615415d71bSStefano Zampini PetscFunctionBegin; 10629566063dSJacob Faibussowitsch PetscCall(MatDestroy(&mmdata->BC)); 10639566063dSJacob Faibussowitsch PetscCall(MatDestroy(&mmdata->ABC)); 10649566063dSJacob Faibussowitsch PetscCall(PetscFree(data)); 10655415d71bSStefano Zampini PetscFunctionReturn(0); 10665415d71bSStefano Zampini } 10675415d71bSStefano Zampini 10685415d71bSStefano Zampini static PetscErrorCode MatProductNumeric_ABC_Basic(Mat mat) 10695415d71bSStefano Zampini { 10705415d71bSStefano Zampini Mat_Product *product = mat->product; 10715415d71bSStefano Zampini MatMatMatPrivate *mmabc; 10725415d71bSStefano Zampini 10735415d71bSStefano Zampini PetscFunctionBegin; 10745415d71bSStefano Zampini MatCheckProduct(mat,1); 107528b400f6SJacob Faibussowitsch PetscCheck(mat->product->data,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Product data empty"); 10765415d71bSStefano Zampini mmabc = (MatMatMatPrivate *)mat->product->data; 107728b400f6SJacob Faibussowitsch PetscCheck(mmabc->BC->ops->productnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing numeric stage"); 1078ec446438SStefano Zampini /* use function pointer directly to prevent logging */ 10799566063dSJacob Faibussowitsch PetscCall((*mmabc->BC->ops->productnumeric)(mmabc->BC)); 10805415d71bSStefano Zampini /* swap ABC product stuff with that of ABC for the numeric phase on mat */ 10815415d71bSStefano Zampini mat->product = mmabc->ABC->product; 10825415d71bSStefano Zampini mat->ops->productnumeric = mmabc->ABC->ops->productnumeric; 108328b400f6SJacob Faibussowitsch PetscCheck(mat->ops->productnumeric,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Missing numeric stage"); 1084ec446438SStefano Zampini /* use function pointer directly to prevent logging */ 10859566063dSJacob Faibussowitsch PetscCall((*mat->ops->productnumeric)(mat)); 10865415d71bSStefano Zampini mat->ops->productnumeric = MatProductNumeric_ABC_Basic; 10875415d71bSStefano Zampini mat->product = product; 10885415d71bSStefano Zampini PetscFunctionReturn(0); 10895415d71bSStefano Zampini } 10905415d71bSStefano Zampini 10915415d71bSStefano Zampini PetscErrorCode MatProductSymbolic_ABC_Basic(Mat mat) 10925415d71bSStefano Zampini { 10935415d71bSStefano Zampini Mat_Product *product = mat->product; 10945415d71bSStefano Zampini Mat A, B ,C; 10955415d71bSStefano Zampini MatProductType p1,p2; 10965415d71bSStefano Zampini MatMatMatPrivate *mmabc; 109765e4b4d4SStefano Zampini const char *prefix; 10985415d71bSStefano Zampini 10995415d71bSStefano Zampini PetscFunctionBegin; 11005415d71bSStefano Zampini MatCheckProduct(mat,1); 110128b400f6SJacob Faibussowitsch PetscCheck(!mat->product->data,PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Product data not empty"); 11029566063dSJacob Faibussowitsch PetscCall(MatGetOptionsPrefix(mat,&prefix)); 11039566063dSJacob Faibussowitsch PetscCall(PetscNew(&mmabc)); 11045415d71bSStefano Zampini product->data = mmabc; 11055415d71bSStefano Zampini product->destroy = MatDestroy_MatMatMatPrivate; 11065415d71bSStefano Zampini switch (product->type) { 11075415d71bSStefano Zampini case MATPRODUCT_PtAP: 11085415d71bSStefano Zampini p1 = MATPRODUCT_AB; 11095415d71bSStefano Zampini p2 = MATPRODUCT_AtB; 11105415d71bSStefano Zampini A = product->B; 11115415d71bSStefano Zampini B = product->A; 11125415d71bSStefano Zampini C = product->B; 11135415d71bSStefano Zampini break; 11145415d71bSStefano Zampini case MATPRODUCT_RARt: 11155415d71bSStefano Zampini p1 = MATPRODUCT_ABt; 11165415d71bSStefano Zampini p2 = MATPRODUCT_AB; 11175415d71bSStefano Zampini A = product->B; 11185415d71bSStefano Zampini B = product->A; 11195415d71bSStefano Zampini C = product->B; 11205415d71bSStefano Zampini break; 11215415d71bSStefano Zampini case MATPRODUCT_ABC: 11225415d71bSStefano Zampini p1 = MATPRODUCT_AB; 11235415d71bSStefano Zampini p2 = MATPRODUCT_AB; 11245415d71bSStefano Zampini A = product->A; 11255415d71bSStefano Zampini B = product->B; 11265415d71bSStefano Zampini C = product->C; 11275415d71bSStefano Zampini break; 11285415d71bSStefano Zampini default: 112998921bdaSJacob Faibussowitsch SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_PLIB,"Not for ProductType %s",MatProductTypes[product->type]); 11305415d71bSStefano Zampini } 11319566063dSJacob Faibussowitsch PetscCall(MatProductCreate(B,C,NULL,&mmabc->BC)); 11329566063dSJacob Faibussowitsch PetscCall(MatSetOptionsPrefix(mmabc->BC,prefix)); 11339566063dSJacob Faibussowitsch PetscCall(MatAppendOptionsPrefix(mmabc->BC,"P1_")); 11349566063dSJacob Faibussowitsch PetscCall(MatProductSetType(mmabc->BC,p1)); 11359566063dSJacob Faibussowitsch PetscCall(MatProductSetAlgorithm(mmabc->BC,MATPRODUCTALGORITHMDEFAULT)); 11369566063dSJacob Faibussowitsch PetscCall(MatProductSetFill(mmabc->BC,product->fill)); 11375415d71bSStefano Zampini mmabc->BC->product->api_user = product->api_user; 11389566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions(mmabc->BC)); 113928b400f6SJacob Faibussowitsch PetscCheck(mmabc->BC->ops->productsymbolic,PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Symbolic ProductType %s not supported with %s and %s",MatProductTypes[p1],((PetscObject)B)->type_name,((PetscObject)C)->type_name); 1140bfcc3627SStefano Zampini /* use function pointer directly to prevent logging */ 11419566063dSJacob Faibussowitsch PetscCall((*mmabc->BC->ops->productsymbolic)(mmabc->BC)); 11425415d71bSStefano Zampini 11439566063dSJacob Faibussowitsch PetscCall(MatProductCreate(A,mmabc->BC,NULL,&mmabc->ABC)); 11449566063dSJacob Faibussowitsch PetscCall(MatSetOptionsPrefix(mmabc->ABC,prefix)); 11459566063dSJacob Faibussowitsch PetscCall(MatAppendOptionsPrefix(mmabc->ABC,"P2_")); 11469566063dSJacob Faibussowitsch PetscCall(MatProductSetType(mmabc->ABC,p2)); 11479566063dSJacob Faibussowitsch PetscCall(MatProductSetAlgorithm(mmabc->ABC,MATPRODUCTALGORITHMDEFAULT)); 11489566063dSJacob Faibussowitsch PetscCall(MatProductSetFill(mmabc->ABC,product->fill)); 11495415d71bSStefano Zampini mmabc->ABC->product->api_user = product->api_user; 11509566063dSJacob Faibussowitsch PetscCall(MatProductSetFromOptions(mmabc->ABC)); 115128b400f6SJacob Faibussowitsch PetscCheck(mmabc->ABC->ops->productsymbolic,PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Symbolic ProductType %s not supported with %s and %s",MatProductTypes[p2],((PetscObject)A)->type_name,((PetscObject)mmabc->BC)->type_name); 11525415d71bSStefano Zampini /* swap ABC product stuff with that of ABC for the symbolic phase on mat */ 11535415d71bSStefano Zampini mat->product = mmabc->ABC->product; 11545415d71bSStefano Zampini mat->ops->productsymbolic = mmabc->ABC->ops->productsymbolic; 1155bfcc3627SStefano Zampini /* use function pointer directly to prevent logging */ 11569566063dSJacob Faibussowitsch PetscCall((*mat->ops->productsymbolic)(mat)); 11575415d71bSStefano Zampini mmabc->ABC->ops->productnumeric = mat->ops->productnumeric; 11585415d71bSStefano Zampini mat->ops->productsymbolic = MatProductSymbolic_ABC_Basic; 11595415d71bSStefano Zampini mat->ops->productnumeric = MatProductNumeric_ABC_Basic; 11605415d71bSStefano Zampini mat->product = product; 11615415d71bSStefano Zampini PetscFunctionReturn(0); 11625415d71bSStefano Zampini } 1163c600787bSStefano Zampini 1164c600787bSStefano Zampini /*@ 1165c600787bSStefano Zampini MatProductGetType - Returns the type of the MatProduct. 1166c600787bSStefano Zampini 1167c600787bSStefano Zampini Not collective 1168c600787bSStefano Zampini 1169c600787bSStefano Zampini Input Parameter: 1170c600787bSStefano Zampini . mat - the matrix 1171c600787bSStefano Zampini 1172c600787bSStefano Zampini Output Parameter: 1173c600787bSStefano Zampini . mtype - the MatProduct type 1174c600787bSStefano Zampini 1175c600787bSStefano Zampini Level: intermediate 1176c600787bSStefano Zampini 1177db781477SPatrick Sanan .seealso: `MatProductCreateWithMat()`, `MatProductSetType()`, `MatProductCreate()` 1178c600787bSStefano Zampini @*/ 1179c600787bSStefano Zampini PetscErrorCode MatProductGetType(Mat mat, MatProductType *mtype) 1180c600787bSStefano Zampini { 1181c600787bSStefano Zampini PetscFunctionBegin; 1182c600787bSStefano Zampini PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 1183c600787bSStefano Zampini PetscValidPointer(mtype,2); 1184c600787bSStefano Zampini *mtype = MATPRODUCT_UNSPECIFIED; 1185c600787bSStefano Zampini if (mat->product) *mtype = mat->product->type; 1186c600787bSStefano Zampini PetscFunctionReturn(0); 1187c600787bSStefano Zampini } 1188c600787bSStefano Zampini 1189c600787bSStefano Zampini /*@ 1190c600787bSStefano Zampini MatProductGetMats - Returns the matrices associated with the MatProduct. 1191c600787bSStefano Zampini 1192c600787bSStefano Zampini Not collective 1193c600787bSStefano Zampini 1194c600787bSStefano Zampini Input Parameter: 1195c600787bSStefano Zampini . mat - the product matrix 1196c600787bSStefano Zampini 1197c600787bSStefano Zampini Output Parameters: 1198c600787bSStefano Zampini + A - the first matrix 1199c600787bSStefano Zampini . B - the second matrix 1200c600787bSStefano Zampini - C - the third matrix (optional) 1201c600787bSStefano Zampini 1202c600787bSStefano Zampini Level: intermediate 1203c600787bSStefano Zampini 1204db781477SPatrick Sanan .seealso: `MatProductCreateWithMat()`, `MatProductSetType()`, `MatProductSetAlgorithm()` 1205c600787bSStefano Zampini @*/ 1206c600787bSStefano Zampini PetscErrorCode MatProductGetMats(Mat mat, Mat *A, Mat *B, Mat *C) 1207c600787bSStefano Zampini { 1208c600787bSStefano Zampini PetscFunctionBegin; 1209c600787bSStefano Zampini PetscValidHeaderSpecific(mat,MAT_CLASSID,1); 1210c600787bSStefano Zampini if (A) *A = mat->product ? mat->product->A : NULL; 1211c600787bSStefano Zampini if (B) *B = mat->product ? mat->product->B : NULL; 1212c600787bSStefano Zampini if (C) *C = mat->product ? mat->product->C : NULL; 1213c600787bSStefano Zampini PetscFunctionReturn(0); 1214c600787bSStefano Zampini } 1215