1a4963045SJacob Faibussowitsch #pragma once 23369ce9aSBarry Smith 3c6db04a5SJed Brown #include <../src/mat/impls/aij/seq/aij.h> 48a729477SBarry Smith 590431a8fSHong Zhang typedef struct { /* used by MatCreateMPIAIJSumSeqAIJ for reusing the merged matrix */ 626283091SBarry Smith PetscLayout rowmap; 7de0260b3SHong Zhang PetscInt **buf_ri, **buf_rj; 80febcb4bSHong Zhang PetscMPIInt *len_s, *len_r, *id_r; /* array of length of comm->size, store send/recv matrix values */ 90febcb4bSHong Zhang PetscMPIInt nsend, nrecv; 10fc08c53fSHong Zhang PetscInt *bi, *bj; /* i and j array of the local portion of mpi C (matrix product) - rename to ci, cj! */ 11de0260b3SHong Zhang PetscInt *owners_co, *coi, *coj; /* i and j array of (p->B)^T*A*P - used in the communication */ 12cc1eb50dSBarry Smith } MatMergeSeqsToMPI; 13b90dcfe3SHong Zhang 144222ddf1SHong Zhang typedef struct { /* used by MatPtAPXXX_MPIAIJ_MPIAIJ() and MatMatMultXXX_MPIAIJ_MPIAIJ() */ 15b7f45c76SHong Zhang PetscInt *startsj_s, *startsj_r; /* used by MatGetBrowsOfAoCols_MPIAIJ */ 16b7f45c76SHong Zhang PetscScalar *bufa; /* used by MatGetBrowsOfAoCols_MPIAIJ */ 17a1a4e84aSHong Zhang Mat P_loc, P_oth; /* partial B_seq -- intend to replace B_seq */ 18a1a4e84aSHong Zhang PetscInt *api, *apj; /* symbolic i and j arrays of the local product A_loc*B_seq */ 19445158ffSHong Zhang PetscScalar *apv; 20b7f45c76SHong Zhang MatReuse reuse; /* flag to skip MatGetBrowsOfAoCols_MPIAIJ() and MatMPIAIJGetLocalMat() in 1st call of MatPtAPNumeric_MPIAIJ_MPIAIJ() */ 21598bc09dSHong Zhang PetscScalar *apa; /* tmp array for store a row of A*P used in MatMatMult() */ 22c5af039cSHong Zhang Mat A_loc; /* used by MatTransposeMatMult(), contains api and apj */ 23a3bb6f32SFande Kong ISLocalToGlobalMapping ltog; /* mapping from local column indices to global column indices for A_loc */ 24ab1b013aSHong Zhang Mat Pt; /* used by MatTransposeMatMult(), Pt = P^T */ 259ce11a7cSHong Zhang Mat Rd, Ro, AP_loc, C_loc, C_oth; 26cf97cf3cSHong Zhang PetscInt algType; /* implementation algorithm */ 274a56b808SFande Kong PetscSF sf; /* use it to communicate remote part of C */ 284a56b808SFande Kong PetscInt *c_othi, *c_rmti; 29f8487c73SHong Zhang 30cc1eb50dSBarry Smith MatMergeSeqsToMPI *merge; 31cc1eb50dSBarry Smith } MatProductCtx_APMPI; 32f8487c73SHong Zhang 33f8487c73SHong Zhang #if defined(PETSC_USE_CTABLE) 3468d6bbd5SJunchao Zhang #define PETSCTABLE PetscHMapI 35f8487c73SHong Zhang #else 3668d6bbd5SJunchao Zhang #define PETSCTABLE PetscInt * 37f8487c73SHong Zhang #endif 38f8487c73SHong Zhang 3968d6bbd5SJunchao Zhang // Shared by MPIAIJ, MPIBAIJ, MPISBAIJ so that we can access common fields in the same way. 4068d6bbd5SJunchao Zhang #define MPIAIJHEADER \ 4168d6bbd5SJunchao Zhang Mat A, B; /* local submatrices: A (diag part), B (off-diag part) */ \ 4268d6bbd5SJunchao Zhang PetscMPIInt size; /* size of communicator */ \ 4368d6bbd5SJunchao Zhang PetscMPIInt rank; /* rank of proc in communicator */ \ 4468d6bbd5SJunchao Zhang \ 4568d6bbd5SJunchao Zhang /* The following variables are used for matrix assembly */ \ 4668d6bbd5SJunchao Zhang PetscBool donotstash; /* if 1, off processor entries dropped */ \ 4768d6bbd5SJunchao Zhang MPI_Request *send_waits; /* array of send requests */ \ 4868d6bbd5SJunchao Zhang MPI_Request *recv_waits; /* array of receive requests */ \ 4968d6bbd5SJunchao Zhang PetscInt nsends, nrecvs; /* numbers of sends and receives */ \ 5068d6bbd5SJunchao Zhang MatScalar *svalues, *rvalues; /* sending and receiving data */ \ 5168d6bbd5SJunchao Zhang PetscInt rmax; /* maximum message length */ \ 5268d6bbd5SJunchao Zhang PETSCTABLE colmap; /* local col number of off-diag col */ \ 5368d6bbd5SJunchao Zhang PetscInt *garray; /* work array */ \ 5468d6bbd5SJunchao Zhang \ 5568d6bbd5SJunchao Zhang /* The following variables are used for matrix-vector products */ \ 5668d6bbd5SJunchao Zhang Vec lvec; /* local vector */ \ 5768d6bbd5SJunchao Zhang VecScatter Mvctx; /* scatter context for vector */ \ 5868d6bbd5SJunchao Zhang PetscBool roworiented; /* if true, row-oriented input, default true */ \ 5968d6bbd5SJunchao Zhang \ 6068d6bbd5SJunchao Zhang /* The following variables are for MatGetRow() */ \ 6168d6bbd5SJunchao Zhang PetscInt *rowindices; /* column indices for row */ \ 6268d6bbd5SJunchao Zhang PetscScalar *rowvalues; /* nonzero values in row */ \ 6368d6bbd5SJunchao Zhang PetscBool getrowactive 6468d6bbd5SJunchao Zhang 6568d6bbd5SJunchao Zhang typedef struct { 6668d6bbd5SJunchao Zhang MPIAIJHEADER; 67f8487c73SHong Zhang Vec diag; 68ce496241SStefano Zampini PetscInt *ld; /* number of entries per row left of diagonal block */ 69f8487c73SHong Zhang 70ce496241SStefano Zampini /* Used by device classes */ 71bbf3fe20SPaul Mullowney void *spptr; 725cc03489SHong Zhang 732c4ab24aSJunchao Zhang struct _MatOps cops; 742c4ab24aSJunchao Zhang } Mat_MPIAIJ; 752c4ab24aSJunchao Zhang 762c4ab24aSJunchao Zhang typedef struct { 772c4ab24aSJunchao Zhang PetscCount n; /* Number of COOs passed to MatSetPreallocationCOO)() */ 782c4ab24aSJunchao Zhang PetscSF sf; /* SF to send/recv remote values in MatSetValuesCOO() */ 79158ec288SJunchao Zhang PetscCount Annz, Bnnz; /* Number of entries in diagonal A and off-diagonal B */ 80158ec288SJunchao Zhang PetscCount Annz2, Bnnz2; /* Number of unique remote entries belonging to A and B */ 81158ec288SJunchao Zhang PetscCount Atot1, Atot2, Btot1, Btot2; /* Total local (tot1) and remote (tot2) entries (which might contain repeats) belonging to A and B */ 82158ec288SJunchao Zhang PetscCount *Ajmap1, *Aperm1; /* Lengths: [Annz+1], [Atot1]. Local entries to diag */ 83158ec288SJunchao Zhang PetscCount *Bjmap1, *Bperm1; /* Lengths: [Bnnz+1], [Btot1]. Local entries to offdiag */ 84394ed5ebSJunchao Zhang PetscCount *Aimap2, *Ajmap2, *Aperm2; /* Lengths: [Annz2], [Annz2+1], [Atot2]. Remote entries to diag */ 85394ed5ebSJunchao Zhang PetscCount *Bimap2, *Bjmap2, *Bperm2; /* Lengths: [Bnnz2], [Bnnz2+1], [Btot2]. Remote entries to offdiag */ 86394ed5ebSJunchao Zhang PetscCount *Cperm1; /* [sendlen] Permutation to fill MPI send buffer. 'C' for communication */ 87394ed5ebSJunchao Zhang PetscScalar *sendbuf, *recvbuf; /* Buffers for remote values in MatSetValuesCOO() */ 88394ed5ebSJunchao Zhang PetscInt sendlen, recvlen; /* Lengths (in unit of PetscScalar) of send/recvbuf */ 892c4ab24aSJunchao Zhang } MatCOOStruct_MPIAIJ; 90f8487c73SHong Zhang 918cc058d9SJed Brown PETSC_EXTERN PetscErrorCode MatCreate_MPIAIJ(Mat); 922327d61dSSatish Balay 9393283c78SAlejandro Lamas Daviña PETSC_INTERN PetscErrorCode MatAssemblyEnd_MPIAIJ(Mat, MatAssemblyType); 9493283c78SAlejandro Lamas Daviña 955a576424SJed Brown PETSC_INTERN PetscErrorCode MatSetUpMultiply_MPIAIJ(Mat); 96eb14dd14SAlex Lindsay PETSC_INTERN PetscErrorCode MatDisAssemble_MPIAIJ(Mat, PetscBool); 975a576424SJed Brown PETSC_INTERN PetscErrorCode MatDuplicate_MPIAIJ(Mat, MatDuplicateOption, Mat *); 985a576424SJed Brown PETSC_INTERN PetscErrorCode MatIncreaseOverlap_MPIAIJ(Mat, PetscInt, IS[], PetscInt); 99b1b1104fSBarry Smith PETSC_INTERN PetscErrorCode MatIncreaseOverlap_MPIAIJ_Scalable(Mat, PetscInt, IS[], PetscInt); 10093dfae19SHong Zhang PETSC_INTERN PetscErrorCode MatFDColoringCreate_MPIXAIJ(Mat, ISColoring, MatFDColoring); 101f86b9fbaSHong Zhang PETSC_INTERN PetscErrorCode MatFDColoringSetUp_MPIXAIJ(Mat, ISColoring, MatFDColoring); 1027dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrices_MPIAIJ(Mat, PetscInt, const IS[], const IS[], MatReuse, Mat *[]); 1037dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatricesMPI_MPIAIJ(Mat, PetscInt, const IS[], const IS[], MatReuse, Mat *[]); 1047dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_All(Mat, MatCreateSubMatrixOption, MatReuse, Mat *[]); 105baa1ba78SHong Zhang PETSC_INTERN PetscErrorCode MatView_MPIAIJ(Mat, PetscViewer); 1065494a064SHong Zhang 1077dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ(Mat, IS, IS, MatReuse, Mat *); 108618cbb4aSHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_nonscalable(Mat, IS, IS, PetscInt, MatReuse, Mat *); 1091358a193SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_SameRowDist(Mat, IS, IS, IS, MatReuse, Mat *); 1103b00a383SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_SameRowColDist(Mat, IS, IS, MatReuse, Mat *); 1113233f0ddSHong Zhang PETSC_INTERN PetscErrorCode MatGetMultiProcBlock_MPIAIJ(Mat, MPI_Comm, MatReuse, Mat *); 112d6037b41SHong Zhang 1135a576424SJed Brown PETSC_INTERN PetscErrorCode MatLoad_MPIAIJ(Mat, PetscViewer); 11452f91c60SVaclav Hapla PETSC_INTERN PetscErrorCode MatLoad_MPIAIJ_Binary(Mat, PetscViewer); 115e3225e9dSHong Zhang PETSC_INTERN PetscErrorCode MatCreateColmap_MPIAIJ_Private(Mat); 1164222ddf1SHong Zhang 1174222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductSetFromOptions_MPIAIJ(Mat); 1184e84afc0SStefano Zampini PETSC_INTERN PetscErrorCode MatProductSetFromOptions_MPIAIJBACKEND(Mat); 1194e84afc0SStefano Zampini PETSC_INTERN PetscErrorCode MatProductSymbolic_MPIAIJBACKEND(Mat); 1204222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductSymbolic_AB_MPIAIJ_MPIAIJ(Mat); 1214222ddf1SHong Zhang 1224222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductSymbolic_PtAP_MPIAIJ_MPIAIJ(Mat); 1234222ddf1SHong Zhang 1244222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductSymbolic_RARt_MPIAIJ_MPIAIJ(Mat); 1254222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductNumeric_RARt_MPIAIJ_MPIAIJ(Mat); 1264222ddf1SHong Zhang 1274222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatMatMultSymbolic_MPIAIJ_MPIAIJ_nonscalable(Mat, Mat, PetscReal, Mat); 1284222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatMatMultSymbolic_MPIAIJ_MPIAIJ_seqMPI(Mat, Mat, PetscReal, Mat); 1294222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatMatMultSymbolic_MPIAIJ_MPIAIJ(Mat, Mat, PetscReal, Mat); 1305a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMultNumeric_MPIAIJ_MPIAIJ(Mat, Mat, Mat); 131f8efd71cSHong Zhang PETSC_INTERN PetscErrorCode MatMatMultNumeric_MPIAIJ_MPIAIJ_nonscalable(Mat, Mat, Mat); 132f8487c73SHong Zhang 1334222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatMatMatMultSymbolic_MPIAIJ_MPIAIJ_MPIAIJ(Mat, Mat, Mat, PetscReal, Mat); 1345a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMatMultNumeric_MPIAIJ_MPIAIJ_MPIAIJ(Mat, Mat, Mat, Mat); 135f996eeb8SHong Zhang 1364222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ(Mat, Mat, PetscReal, Mat); 1375a576424SJed Brown PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ(Mat, Mat, Mat); 1380d3441aeSHong Zhang 1394222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ_scalable(Mat, Mat, PetscReal, Mat); 1404222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ_allatonce(Mat, Mat, PetscReal, Mat); 1414222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ_allatonce_merged(Mat, Mat, PetscReal, Mat); 142a4ffb656SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ_scalable(Mat, Mat, Mat); 1434a56b808SFande Kong PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ_allatonce(Mat, Mat, Mat); 1444a56b808SFande Kong PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ_allatonce_merged(Mat, Mat, Mat); 145a9d7e0ccSandi selinger 146a4ffb656SHong Zhang #if defined(PETSC_HAVE_HYPRE) 1474222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_AIJ_AIJ_wHYPRE(Mat, Mat, PetscReal, Mat); 148a4ffb656SHong Zhang #endif 1494e29119aSPierre Jolivet PETSC_INTERN PetscErrorCode MatConvert_MPIAIJ_MPIDense(Mat, MatType, MatReuse, Mat *); 150d1a032dbSPierre Jolivet #if defined(PETSC_HAVE_SCALAPACK) && (defined(PETSC_USE_REAL_SINGLE) || defined(PETSC_USE_REAL_DOUBLE)) 151d24d4204SJose E. Roman PETSC_INTERN PetscErrorCode MatConvert_AIJ_ScaLAPACK(Mat, MatType, MatReuse, Mat *); 152d24d4204SJose E. Roman #endif 1530d3441aeSHong Zhang 1545a576424SJed Brown PETSC_INTERN PetscErrorCode MatDestroy_MPIAIJ(Mat); 155*2a8381b2SBarry Smith PETSC_INTERN PetscErrorCode MatProductCtxDestroy_MPIAIJ_PtAP(PetscCtxRt); 156*2a8381b2SBarry Smith PETSC_INTERN PetscErrorCode MatProductCtxDestroy_MPIAIJ_MatMatMult(PetscCtxRt); 157c5af039cSHong Zhang 1585a576424SJed Brown PETSC_INTERN PetscErrorCode MatGetBrowsOfAoCols_MPIAIJ(Mat, Mat, MatReuse, PetscInt **, PetscInt **, MatScalar **, Mat *); 1595a576424SJed Brown PETSC_INTERN PetscErrorCode MatSetValues_MPIAIJ(Mat, PetscInt, const PetscInt[], PetscInt, const PetscInt[], const PetscScalar[], InsertMode); 160e9ede7d0Sandi selinger PETSC_INTERN PetscErrorCode MatSetValues_MPIAIJ_CopyFromCSRFormat(Mat, const PetscInt[], const PetscInt[], const PetscScalar[]); 161904d1e70Sandi selinger PETSC_INTERN PetscErrorCode MatSetValues_MPIAIJ_CopyFromCSRFormat_Symbolic(Mat, const PetscInt[], const PetscInt[]); 1625a576424SJed Brown PETSC_INTERN PetscErrorCode MatSetOption_MPIAIJ(Mat, MatOption, PetscBool); 163187b3c17SHong Zhang 1644222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIAIJ_nonscalable(Mat, Mat, PetscReal, Mat); 1654222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIAIJ(Mat, Mat, PetscReal, Mat); 1666da69ca6SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIAIJ(Mat, Mat, Mat); 1672bbb1c24SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIAIJ_nonscalable(Mat, Mat, Mat); 168c216dbf3SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIAIJ_matmatmult(Mat, Mat, Mat); 1694222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIDense(Mat, Mat, PetscReal, Mat); 1705a576424SJed Brown PETSC_INTERN PetscErrorCode MatGetSeqNonzeroStructure_MPIAIJ(Mat, Mat *); 171c0d3702cSSatish Balay 172ce78bad3SBarry Smith PETSC_INTERN PetscErrorCode MatSetFromOptions_MPIAIJ(Mat, PetscOptionItems); 17310e0fddcSSatish Balay PETSC_INTERN PetscErrorCode MatMPIAIJSetPreallocation_MPIAIJ(Mat, PetscInt, const PetscInt[], PetscInt, const PetscInt[]); 1743a7fca6bSBarry Smith 175001ddc4fSHong Zhang PETSC_INTERN PetscErrorCode MatAXPYGetPreallocation_MPIX_private(PetscInt, const PetscInt *, const PetscInt *, const PetscInt *, const PetscInt *, const PetscInt *, const PetscInt *, PetscInt *); 176001ddc4fSHong Zhang 17711bd1e4dSLisandro Dalcin extern PetscErrorCode MatGetDiagonalBlock_MPIAIJ(Mat, Mat *); 1787087cfbeSBarry Smith extern PetscErrorCode MatDiagonalScaleLocal_MPIAIJ(Mat, Vec); 1793a7fca6bSBarry Smith 18053dd7562SDmitry Karpeev PETSC_INTERN PetscErrorCode MatGetSeqMats_MPIAIJ(Mat, Mat *, Mat *); 18153dd7562SDmitry Karpeev PETSC_INTERN PetscErrorCode MatSetSeqMats_MPIAIJ(Mat, IS, IS, IS, MatStructure, Mat, Mat); 18253dd7562SDmitry Karpeev 183e8729f6fSJunchao Zhang PETSC_INTERN PetscErrorCode MatSetPreallocationCOO_MPIAIJ(Mat, PetscCount, PetscInt[], PetscInt[]); 184394ed5ebSJunchao Zhang 18503db1824SAlex Lindsay PETSC_INTERN PetscErrorCode MatGetCurrentMemType_MPIAIJ(Mat, PetscMemType *); 18603db1824SAlex Lindsay 187cf742fccSHong Zhang /* compute apa = A[i,:]*P = Ad[i,:]*P_loc + Ao*[i,:]*P_oth using sparse axpy */ 188cf742fccSHong Zhang #define AProw_scalable(i, ad, ao, p_loc, p_oth, api, apj, apa) \ 189a8f51744SPierre Jolivet do { \ 190cf742fccSHong Zhang PetscInt _anz, _pnz, _j, _k, *_ai, *_aj, _row, *_pi, *_pj, _nextp, *_apJ; \ 191cf742fccSHong Zhang PetscScalar *_aa, _valtmp, *_pa; \ 192cf742fccSHong Zhang _apJ = apj + api[i]; \ 193cf742fccSHong Zhang /* diagonal portion of A */ \ 194cf742fccSHong Zhang _ai = ad->i; \ 195cf742fccSHong Zhang _anz = _ai[i + 1] - _ai[i]; \ 1969680b7ceSStefano Zampini _aj = PetscSafePointerPlusOffset(ad->j, _ai[i]); \ 1979680b7ceSStefano Zampini _aa = PetscSafePointerPlusOffset(ad->a, _ai[i]); \ 198cf742fccSHong Zhang for (_j = 0; _j < _anz; _j++) { \ 199cf742fccSHong Zhang _row = _aj[_j]; \ 200cf742fccSHong Zhang _pi = p_loc->i; \ 201cf742fccSHong Zhang _pnz = _pi[_row + 1] - _pi[_row]; \ 202cf742fccSHong Zhang _pj = p_loc->j + _pi[_row]; \ 203cf742fccSHong Zhang _pa = p_loc->a + _pi[_row]; \ 204cf742fccSHong Zhang /* perform sparse axpy */ \ 205cf742fccSHong Zhang _valtmp = _aa[_j]; \ 206cf742fccSHong Zhang _nextp = 0; \ 207cf742fccSHong Zhang for (_k = 0; _nextp < _pnz; _k++) { \ 208cf742fccSHong Zhang if (_apJ[_k] == _pj[_nextp]) { /* column of AP == column of P */ \ 209cf742fccSHong Zhang apa[_k] += _valtmp * _pa[_nextp++]; \ 210cf742fccSHong Zhang } \ 211cf742fccSHong Zhang } \ 21246eb3cd7SSatish Balay (void)PetscLogFlops(2.0 * _pnz); \ 213cf742fccSHong Zhang } \ 214cf742fccSHong Zhang /* off-diagonal portion of A */ \ 21592ec70a1SHong Zhang if (p_oth) { \ 216cf742fccSHong Zhang _ai = ao->i; \ 217cf742fccSHong Zhang _anz = _ai[i + 1] - _ai[i]; \ 2189680b7ceSStefano Zampini _aj = PetscSafePointerPlusOffset(ao->j, _ai[i]); \ 2199680b7ceSStefano Zampini _aa = PetscSafePointerPlusOffset(ao->a, _ai[i]); \ 220cf742fccSHong Zhang for (_j = 0; _j < _anz; _j++) { \ 221cf742fccSHong Zhang _row = _aj[_j]; \ 222cf742fccSHong Zhang _pi = p_oth->i; \ 223cf742fccSHong Zhang _pnz = _pi[_row + 1] - _pi[_row]; \ 224cf742fccSHong Zhang _pj = p_oth->j + _pi[_row]; \ 225cf742fccSHong Zhang _pa = p_oth->a + _pi[_row]; \ 226cf742fccSHong Zhang /* perform sparse axpy */ \ 227cf742fccSHong Zhang _valtmp = _aa[_j]; \ 228cf742fccSHong Zhang _nextp = 0; \ 229cf742fccSHong Zhang for (_k = 0; _nextp < _pnz; _k++) { \ 230cf742fccSHong Zhang if (_apJ[_k] == _pj[_nextp]) { /* column of AP == column of P */ \ 231cf742fccSHong Zhang apa[_k] += _valtmp * _pa[_nextp++]; \ 232cf742fccSHong Zhang } \ 233cf742fccSHong Zhang } \ 23446eb3cd7SSatish Balay (void)PetscLogFlops(2.0 * _pnz); \ 235cf742fccSHong Zhang } \ 23692ec70a1SHong Zhang } \ 237a8f51744SPierre Jolivet } while (0) 238cf742fccSHong Zhang 239e497d3c8SHong Zhang #define AProw_nonscalable(i, ad, ao, p_loc, p_oth, apa) \ 240a8f51744SPierre Jolivet do { \ 241e497d3c8SHong Zhang PetscInt _anz, _pnz, _j, _k, *_ai, *_aj, _row, *_pi, *_pj; \ 242e497d3c8SHong Zhang PetscScalar *_aa, _valtmp, *_pa; \ 243e497d3c8SHong Zhang /* diagonal portion of A */ \ 244e497d3c8SHong Zhang _ai = ad->i; \ 245e497d3c8SHong Zhang _anz = _ai[i + 1] - _ai[i]; \ 2468e3a54c0SPierre Jolivet _aj = PetscSafePointerPlusOffset(ad->j, _ai[i]); \ 2478e3a54c0SPierre Jolivet _aa = PetscSafePointerPlusOffset(ad->a, _ai[i]); \ 248e497d3c8SHong Zhang for (_j = 0; _j < _anz; _j++) { \ 249e497d3c8SHong Zhang _row = _aj[_j]; \ 250e497d3c8SHong Zhang _pi = p_loc->i; \ 251e497d3c8SHong Zhang _pnz = _pi[_row + 1] - _pi[_row]; \ 25284648c2dSPierre Jolivet _pj = PetscSafePointerPlusOffset(p_loc->j, _pi[_row]); \ 25384648c2dSPierre Jolivet _pa = PetscSafePointerPlusOffset(p_loc->a, _pi[_row]); \ 254e497d3c8SHong Zhang /* perform dense axpy */ \ 255e497d3c8SHong Zhang _valtmp = _aa[_j]; \ 256ad540459SPierre Jolivet for (_k = 0; _k < _pnz; _k++) apa[_pj[_k]] += _valtmp * _pa[_k]; \ 25746eb3cd7SSatish Balay (void)PetscLogFlops(2.0 * _pnz); \ 258e497d3c8SHong Zhang } \ 259e497d3c8SHong Zhang /* off-diagonal portion of A */ \ 26092ec70a1SHong Zhang if (p_oth) { \ 261e497d3c8SHong Zhang _ai = ao->i; \ 262e497d3c8SHong Zhang _anz = _ai[i + 1] - _ai[i]; \ 2638e3a54c0SPierre Jolivet _aj = PetscSafePointerPlusOffset(ao->j, _ai[i]); \ 2648e3a54c0SPierre Jolivet _aa = PetscSafePointerPlusOffset(ao->a, _ai[i]); \ 265e497d3c8SHong Zhang for (_j = 0; _j < _anz; _j++) { \ 266e497d3c8SHong Zhang _row = _aj[_j]; \ 267e497d3c8SHong Zhang _pi = p_oth->i; \ 268e497d3c8SHong Zhang _pnz = _pi[_row + 1] - _pi[_row]; \ 26984648c2dSPierre Jolivet _pj = PetscSafePointerPlusOffset(p_oth->j, _pi[_row]); \ 27084648c2dSPierre Jolivet _pa = PetscSafePointerPlusOffset(p_oth->a, _pi[_row]); \ 271e497d3c8SHong Zhang /* perform dense axpy */ \ 272e497d3c8SHong Zhang _valtmp = _aa[_j]; \ 273ad540459SPierre Jolivet for (_k = 0; _k < _pnz; _k++) apa[_pj[_k]] += _valtmp * _pa[_k]; \ 27446eb3cd7SSatish Balay (void)PetscLogFlops(2.0 * _pnz); \ 275e497d3c8SHong Zhang } \ 27692ec70a1SHong Zhang } \ 277a8f51744SPierre Jolivet } while (0) 278