16524c165SJacob Faibussowitsch #ifndef __MPIAIJ_H 23369ce9aSBarry Smith #define __MPIAIJ_H 33369ce9aSBarry Smith 4c6db04a5SJed Brown #include <../src/mat/impls/aij/seq/aij.h> 58a729477SBarry Smith 690431a8fSHong Zhang typedef struct { /* used by MatCreateMPIAIJSumSeqAIJ for reusing the merged matrix */ 726283091SBarry Smith PetscLayout rowmap; 8de0260b3SHong Zhang PetscInt **buf_ri, **buf_rj; 90febcb4bSHong Zhang PetscMPIInt *len_s, *len_r, *id_r; /* array of length of comm->size, store send/recv matrix values */ 100febcb4bSHong Zhang PetscMPIInt nsend, nrecv; 11fc08c53fSHong Zhang PetscInt *bi, *bj; /* i and j array of the local portion of mpi C (matrix product) - rename to ci, cj! */ 12de0260b3SHong Zhang PetscInt *owners_co, *coi, *coj; /* i and j array of (p->B)^T*A*P - used in the communication */ 13b90dcfe3SHong Zhang } Mat_Merge_SeqsToMPI; 14b90dcfe3SHong Zhang 154222ddf1SHong Zhang typedef struct { /* used by MatPtAPXXX_MPIAIJ_MPIAIJ() and MatMatMultXXX_MPIAIJ_MPIAIJ() */ 16b7f45c76SHong Zhang PetscInt *startsj_s, *startsj_r; /* used by MatGetBrowsOfAoCols_MPIAIJ */ 17b7f45c76SHong Zhang PetscScalar *bufa; /* used by MatGetBrowsOfAoCols_MPIAIJ */ 18a1a4e84aSHong Zhang Mat P_loc, P_oth; /* partial B_seq -- intend to replace B_seq */ 19a1a4e84aSHong Zhang PetscInt *api, *apj; /* symbolic i and j arrays of the local product A_loc*B_seq */ 20445158ffSHong Zhang PetscScalar *apv; 21b7f45c76SHong Zhang MatReuse reuse; /* flag to skip MatGetBrowsOfAoCols_MPIAIJ() and MatMPIAIJGetLocalMat() in 1st call of MatPtAPNumeric_MPIAIJ_MPIAIJ() */ 22598bc09dSHong Zhang PetscScalar *apa; /* tmp array for store a row of A*P used in MatMatMult() */ 23c5af039cSHong Zhang Mat A_loc; /* used by MatTransposeMatMult(), contains api and apj */ 24a3bb6f32SFande Kong ISLocalToGlobalMapping ltog; /* mapping from local column indices to global column indices for A_loc */ 25ab1b013aSHong Zhang Mat Pt; /* used by MatTransposeMatMult(), Pt = P^T */ 269ce11a7cSHong Zhang Mat Rd, Ro, AP_loc, C_loc, C_oth; 27cf97cf3cSHong Zhang PetscInt algType; /* implementation algorithm */ 284a56b808SFande Kong PetscSF sf; /* use it to communicate remote part of C */ 294a56b808SFande Kong PetscInt *c_othi, *c_rmti; 30f8487c73SHong Zhang 31f8487c73SHong Zhang Mat_Merge_SeqsToMPI *merge; 323cdca5ebSHong Zhang } Mat_APMPI; 33f8487c73SHong Zhang 34f8487c73SHong Zhang typedef struct { 35f8487c73SHong Zhang Mat A, B; /* local submatrices: A (diag part), 36f8487c73SHong Zhang B (off-diag part) */ 37f8487c73SHong Zhang PetscMPIInt size; /* size of communicator */ 38f8487c73SHong Zhang PetscMPIInt rank; /* rank of proc in communicator */ 39f8487c73SHong Zhang 40f8487c73SHong Zhang /* The following variables are used for matrix assembly */ 41f8487c73SHong Zhang PetscBool donotstash; /* PETSC_TRUE if off processor entries dropped */ 42f8487c73SHong Zhang MPI_Request *send_waits; /* array of send requests */ 43f8487c73SHong Zhang MPI_Request *recv_waits; /* array of receive requests */ 44f8487c73SHong Zhang PetscInt nsends, nrecvs; /* numbers of sends and receives */ 45f8487c73SHong Zhang PetscScalar *svalues, *rvalues; /* sending and receiving data */ 46f8487c73SHong Zhang PetscInt rmax; /* maximum message length */ 47f8487c73SHong Zhang #if defined(PETSC_USE_CTABLE) 48eec179cfSJacob Faibussowitsch PetscHMapI colmap; 49f8487c73SHong Zhang #else 50f8487c73SHong Zhang PetscInt *colmap; /* local col number of off-diag col */ 51f8487c73SHong Zhang #endif 52f8487c73SHong Zhang PetscInt *garray; /* global index of all off-processor columns */ 53f8487c73SHong Zhang 54f8487c73SHong Zhang /* The following variables are used for matrix-vector products */ 55f8487c73SHong Zhang Vec lvec; /* local vector */ 56f8487c73SHong Zhang Vec diag; 5797929ea7SJunchao Zhang VecScatter Mvctx; /* scatter context for vector */ 58f8487c73SHong Zhang PetscBool roworiented; /* if true, row-oriented input, default true */ 59f8487c73SHong Zhang 60f8487c73SHong Zhang /* The following variables are for MatGetRow() */ 61f8487c73SHong Zhang PetscInt *rowindices; /* column indices for row */ 62f8487c73SHong Zhang PetscScalar *rowvalues; /* nonzero values in row */ 63f8487c73SHong Zhang PetscBool getrowactive; /* indicates MatGetRow(), not restored */ 64f8487c73SHong Zhang 65ce496241SStefano Zampini PetscInt *ld; /* number of entries per row left of diagonal block */ 66f8487c73SHong Zhang 67ce496241SStefano Zampini /* Used by device classes */ 68bbf3fe20SPaul Mullowney void *spptr; 695cc03489SHong Zhang 70*2c4ab24aSJunchao Zhang struct _MatOps cops; 71*2c4ab24aSJunchao Zhang } Mat_MPIAIJ; 72*2c4ab24aSJunchao Zhang 73*2c4ab24aSJunchao Zhang typedef struct { 74*2c4ab24aSJunchao Zhang PetscCount n; /* Number of COOs passed to MatSetPreallocationCOO)() */ 75*2c4ab24aSJunchao Zhang PetscSF sf; /* SF to send/recv remote values in MatSetValuesCOO() */ 76158ec288SJunchao Zhang PetscCount Annz, Bnnz; /* Number of entries in diagonal A and off-diagonal B */ 77158ec288SJunchao Zhang PetscCount Annz2, Bnnz2; /* Number of unique remote entries belonging to A and B */ 78158ec288SJunchao Zhang PetscCount Atot1, Atot2, Btot1, Btot2; /* Total local (tot1) and remote (tot2) entries (which might contain repeats) belonging to A and B */ 79158ec288SJunchao Zhang PetscCount *Ajmap1, *Aperm1; /* Lengths: [Annz+1], [Atot1]. Local entries to diag */ 80158ec288SJunchao Zhang PetscCount *Bjmap1, *Bperm1; /* Lengths: [Bnnz+1], [Btot1]. Local entries to offdiag */ 81394ed5ebSJunchao Zhang PetscCount *Aimap2, *Ajmap2, *Aperm2; /* Lengths: [Annz2], [Annz2+1], [Atot2]. Remote entries to diag */ 82394ed5ebSJunchao Zhang PetscCount *Bimap2, *Bjmap2, *Bperm2; /* Lengths: [Bnnz2], [Bnnz2+1], [Btot2]. Remote entries to offdiag */ 83394ed5ebSJunchao Zhang PetscCount *Cperm1; /* [sendlen] Permutation to fill MPI send buffer. 'C' for communication */ 84394ed5ebSJunchao Zhang PetscScalar *sendbuf, *recvbuf; /* Buffers for remote values in MatSetValuesCOO() */ 85394ed5ebSJunchao Zhang PetscInt sendlen, recvlen; /* Lengths (in unit of PetscScalar) of send/recvbuf */ 86*2c4ab24aSJunchao Zhang } MatCOOStruct_MPIAIJ; 87f8487c73SHong Zhang 888cc058d9SJed Brown PETSC_EXTERN PetscErrorCode MatCreate_MPIAIJ(Mat); 892327d61dSSatish Balay 9093283c78SAlejandro Lamas Daviña PETSC_INTERN PetscErrorCode MatAssemblyEnd_MPIAIJ(Mat, MatAssemblyType); 9193283c78SAlejandro Lamas Daviña 925a576424SJed Brown PETSC_INTERN PetscErrorCode MatSetUpMultiply_MPIAIJ(Mat); 935a576424SJed Brown PETSC_INTERN PetscErrorCode MatDisAssemble_MPIAIJ(Mat); 945a576424SJed Brown PETSC_INTERN PetscErrorCode MatDuplicate_MPIAIJ(Mat, MatDuplicateOption, Mat *); 955a576424SJed Brown PETSC_INTERN PetscErrorCode MatIncreaseOverlap_MPIAIJ(Mat, PetscInt, IS[], PetscInt); 96b1b1104fSBarry Smith PETSC_INTERN PetscErrorCode MatIncreaseOverlap_MPIAIJ_Scalable(Mat, PetscInt, IS[], PetscInt); 9793dfae19SHong Zhang PETSC_INTERN PetscErrorCode MatFDColoringCreate_MPIXAIJ(Mat, ISColoring, MatFDColoring); 98f86b9fbaSHong Zhang PETSC_INTERN PetscErrorCode MatFDColoringSetUp_MPIXAIJ(Mat, ISColoring, MatFDColoring); 997dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrices_MPIAIJ(Mat, PetscInt, const IS[], const IS[], MatReuse, Mat *[]); 1007dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatricesMPI_MPIAIJ(Mat, PetscInt, const IS[], const IS[], MatReuse, Mat *[]); 1017dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_All(Mat, MatCreateSubMatrixOption, MatReuse, Mat *[]); 102baa1ba78SHong Zhang PETSC_INTERN PetscErrorCode MatView_MPIAIJ(Mat, PetscViewer); 1035494a064SHong Zhang 1047dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ(Mat, IS, IS, MatReuse, Mat *); 105618cbb4aSHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_nonscalable(Mat, IS, IS, PetscInt, MatReuse, Mat *); 1061358a193SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_SameRowDist(Mat, IS, IS, IS, MatReuse, Mat *); 1073b00a383SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_SameRowColDist(Mat, IS, IS, MatReuse, Mat *); 1083233f0ddSHong Zhang PETSC_INTERN PetscErrorCode MatGetMultiProcBlock_MPIAIJ(Mat, MPI_Comm, MatReuse, Mat *); 109d6037b41SHong Zhang 1105a576424SJed Brown PETSC_INTERN PetscErrorCode MatLoad_MPIAIJ(Mat, PetscViewer); 11152f91c60SVaclav Hapla PETSC_INTERN PetscErrorCode MatLoad_MPIAIJ_Binary(Mat, PetscViewer); 112e3225e9dSHong Zhang PETSC_INTERN PetscErrorCode MatCreateColmap_MPIAIJ_Private(Mat); 1134222ddf1SHong Zhang 1144222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductSetFromOptions_MPIAIJ(Mat); 1154e84afc0SStefano Zampini PETSC_INTERN PetscErrorCode MatProductSetFromOptions_MPIAIJBACKEND(Mat); 1164e84afc0SStefano Zampini PETSC_INTERN PetscErrorCode MatProductSymbolic_MPIAIJBACKEND(Mat); 1174222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductSymbolic_AB_MPIAIJ_MPIAIJ(Mat); 1184222ddf1SHong Zhang 1194222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductSymbolic_PtAP_MPIAIJ_MPIAIJ(Mat); 1204222ddf1SHong Zhang 1214222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductSymbolic_RARt_MPIAIJ_MPIAIJ(Mat); 1224222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatProductNumeric_RARt_MPIAIJ_MPIAIJ(Mat); 1234222ddf1SHong Zhang 1244222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatMatMultSymbolic_MPIAIJ_MPIAIJ_nonscalable(Mat, Mat, PetscReal, Mat); 1254222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatMatMultSymbolic_MPIAIJ_MPIAIJ_seqMPI(Mat, Mat, PetscReal, Mat); 1264222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatMatMultSymbolic_MPIAIJ_MPIAIJ(Mat, Mat, PetscReal, Mat); 1275a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMultNumeric_MPIAIJ_MPIAIJ(Mat, Mat, Mat); 128f8efd71cSHong Zhang PETSC_INTERN PetscErrorCode MatMatMultNumeric_MPIAIJ_MPIAIJ_nonscalable(Mat, Mat, Mat); 129f8487c73SHong Zhang 1304222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatMatMatMultSymbolic_MPIAIJ_MPIAIJ_MPIAIJ(Mat, Mat, Mat, PetscReal, Mat); 1315a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMatMultNumeric_MPIAIJ_MPIAIJ_MPIAIJ(Mat, Mat, Mat, Mat); 132f996eeb8SHong Zhang 1334222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ(Mat, Mat, PetscReal, Mat); 1345a576424SJed Brown PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ(Mat, Mat, Mat); 1350d3441aeSHong Zhang 1364222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ_scalable(Mat, Mat, PetscReal, Mat); 1374222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ_allatonce(Mat, Mat, PetscReal, Mat); 1384222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ_allatonce_merged(Mat, Mat, PetscReal, Mat); 139a4ffb656SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ_scalable(Mat, Mat, Mat); 1404a56b808SFande Kong PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ_allatonce(Mat, Mat, Mat); 1414a56b808SFande Kong PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ_allatonce_merged(Mat, Mat, Mat); 142a9d7e0ccSandi selinger 143a4ffb656SHong Zhang #if defined(PETSC_HAVE_HYPRE) 1444222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_AIJ_AIJ_wHYPRE(Mat, Mat, PetscReal, Mat); 145a4ffb656SHong Zhang #endif 1464e29119aSPierre Jolivet PETSC_INTERN PetscErrorCode MatConvert_MPIAIJ_MPIDense(Mat, MatType, MatReuse, Mat *); 147d24d4204SJose E. Roman #if defined(PETSC_HAVE_SCALAPACK) 148d24d4204SJose E. Roman PETSC_INTERN PetscErrorCode MatConvert_AIJ_ScaLAPACK(Mat, MatType, MatReuse, Mat *); 149d24d4204SJose E. Roman #endif 1500d3441aeSHong Zhang 1515a576424SJed Brown PETSC_INTERN PetscErrorCode MatDestroy_MPIAIJ(Mat); 1526718818eSStefano Zampini PETSC_INTERN PetscErrorCode MatDestroy_MPIAIJ_PtAP(void *); 1536718818eSStefano Zampini PETSC_INTERN PetscErrorCode MatDestroy_MPIAIJ_MatMatMult(void *); 154c5af039cSHong Zhang 1555a576424SJed Brown PETSC_INTERN PetscErrorCode MatGetBrowsOfAoCols_MPIAIJ(Mat, Mat, MatReuse, PetscInt **, PetscInt **, MatScalar **, Mat *); 1565a576424SJed Brown PETSC_INTERN PetscErrorCode MatSetValues_MPIAIJ(Mat, PetscInt, const PetscInt[], PetscInt, const PetscInt[], const PetscScalar[], InsertMode); 157e9ede7d0Sandi selinger PETSC_INTERN PetscErrorCode MatSetValues_MPIAIJ_CopyFromCSRFormat(Mat, const PetscInt[], const PetscInt[], const PetscScalar[]); 158904d1e70Sandi selinger PETSC_INTERN PetscErrorCode MatSetValues_MPIAIJ_CopyFromCSRFormat_Symbolic(Mat, const PetscInt[], const PetscInt[]); 1595a576424SJed Brown PETSC_INTERN PetscErrorCode MatSetOption_MPIAIJ(Mat, MatOption, PetscBool); 160187b3c17SHong Zhang 1614222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIAIJ_nonscalable(Mat, Mat, PetscReal, Mat); 1624222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIAIJ(Mat, Mat, PetscReal, Mat); 1636da69ca6SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIAIJ(Mat, Mat, Mat); 1642bbb1c24SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIAIJ_nonscalable(Mat, Mat, Mat); 165c216dbf3SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIAIJ_matmatmult(Mat, Mat, Mat); 1664222ddf1SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIDense(Mat, Mat, PetscReal, Mat); 1675a576424SJed Brown PETSC_INTERN PetscErrorCode MatGetSeqNonzeroStructure_MPIAIJ(Mat, Mat *); 168c0d3702cSSatish Balay 169dbbe0bcdSBarry Smith PETSC_INTERN PetscErrorCode MatSetFromOptions_MPIAIJ(Mat, PetscOptionItems *); 17010e0fddcSSatish Balay PETSC_INTERN PetscErrorCode MatMPIAIJSetPreallocation_MPIAIJ(Mat, PetscInt, const PetscInt[], PetscInt, const PetscInt[]); 1713a7fca6bSBarry Smith 172570b7f6dSBarry Smith #if !defined(PETSC_USE_COMPLEX) && !defined(PETSC_USE_REAL_SINGLE) && !defined(PETSC_USE_REAL___FLOAT128) && !defined(PETSC_USE_REAL___FP16) 1735a576424SJed Brown PETSC_INTERN PetscErrorCode MatLUFactorSymbolic_MPIAIJ_TFS(Mat, IS, IS, const MatFactorInfo *, Mat *); 17497304618SKris Buschelman #endif 1755a576424SJed Brown PETSC_INTERN PetscErrorCode MatSolve_MPIAIJ(Mat, Vec, Vec); 1765a576424SJed Brown PETSC_INTERN PetscErrorCode MatILUFactor_MPIAIJ(Mat, IS, IS, const MatFactorInfo *); 17797304618SKris Buschelman 178001ddc4fSHong Zhang PETSC_INTERN PetscErrorCode MatAXPYGetPreallocation_MPIX_private(PetscInt, const PetscInt *, const PetscInt *, const PetscInt *, const PetscInt *, const PetscInt *, const PetscInt *, PetscInt *); 179001ddc4fSHong Zhang 18011bd1e4dSLisandro Dalcin extern PetscErrorCode MatGetDiagonalBlock_MPIAIJ(Mat, Mat *); 1817087cfbeSBarry Smith extern PetscErrorCode MatDiagonalScaleLocal_MPIAIJ(Mat, Vec); 1823a7fca6bSBarry Smith 18353dd7562SDmitry Karpeev PETSC_INTERN PetscErrorCode MatGetSeqMats_MPIAIJ(Mat, Mat *, Mat *); 18453dd7562SDmitry Karpeev PETSC_INTERN PetscErrorCode MatSetSeqMats_MPIAIJ(Mat, IS, IS, IS, MatStructure, Mat, Mat); 18553dd7562SDmitry Karpeev 186e8729f6fSJunchao Zhang PETSC_INTERN PetscErrorCode MatSetPreallocationCOO_MPIAIJ(Mat, PetscCount, PetscInt[], PetscInt[]); 187cbc6b225SStefano Zampini PETSC_INTERN PetscErrorCode MatResetPreallocationCOO_MPIAIJ(Mat); 188394ed5ebSJunchao Zhang 189cf742fccSHong Zhang /* compute apa = A[i,:]*P = Ad[i,:]*P_loc + Ao*[i,:]*P_oth using sparse axpy */ 190cf742fccSHong Zhang #define AProw_scalable(i, ad, ao, p_loc, p_oth, api, apj, apa) \ 191cf742fccSHong Zhang { \ 192cf742fccSHong Zhang PetscInt _anz, _pnz, _j, _k, *_ai, *_aj, _row, *_pi, *_pj, _nextp, *_apJ; \ 193cf742fccSHong Zhang PetscScalar *_aa, _valtmp, *_pa; \ 194cf742fccSHong Zhang _apJ = apj + api[i]; \ 195cf742fccSHong Zhang /* diagonal portion of A */ \ 196cf742fccSHong Zhang _ai = ad->i; \ 197cf742fccSHong Zhang _anz = _ai[i + 1] - _ai[i]; \ 198cf742fccSHong Zhang _aj = ad->j + _ai[i]; \ 199cf742fccSHong Zhang _aa = ad->a + _ai[i]; \ 200cf742fccSHong Zhang for (_j = 0; _j < _anz; _j++) { \ 201cf742fccSHong Zhang _row = _aj[_j]; \ 202cf742fccSHong Zhang _pi = p_loc->i; \ 203cf742fccSHong Zhang _pnz = _pi[_row + 1] - _pi[_row]; \ 204cf742fccSHong Zhang _pj = p_loc->j + _pi[_row]; \ 205cf742fccSHong Zhang _pa = p_loc->a + _pi[_row]; \ 206cf742fccSHong Zhang /* perform sparse axpy */ \ 207cf742fccSHong Zhang _valtmp = _aa[_j]; \ 208cf742fccSHong Zhang _nextp = 0; \ 209cf742fccSHong Zhang for (_k = 0; _nextp < _pnz; _k++) { \ 210cf742fccSHong Zhang if (_apJ[_k] == _pj[_nextp]) { /* column of AP == column of P */ \ 211cf742fccSHong Zhang apa[_k] += _valtmp * _pa[_nextp++]; \ 212cf742fccSHong Zhang } \ 213cf742fccSHong Zhang } \ 21446eb3cd7SSatish Balay (void)PetscLogFlops(2.0 * _pnz); \ 215cf742fccSHong Zhang } \ 216cf742fccSHong Zhang /* off-diagonal portion of A */ \ 21792ec70a1SHong Zhang if (p_oth) { \ 218cf742fccSHong Zhang _ai = ao->i; \ 219cf742fccSHong Zhang _anz = _ai[i + 1] - _ai[i]; \ 220cf742fccSHong Zhang _aj = ao->j + _ai[i]; \ 221cf742fccSHong Zhang _aa = ao->a + _ai[i]; \ 222cf742fccSHong Zhang for (_j = 0; _j < _anz; _j++) { \ 223cf742fccSHong Zhang _row = _aj[_j]; \ 224cf742fccSHong Zhang _pi = p_oth->i; \ 225cf742fccSHong Zhang _pnz = _pi[_row + 1] - _pi[_row]; \ 226cf742fccSHong Zhang _pj = p_oth->j + _pi[_row]; \ 227cf742fccSHong Zhang _pa = p_oth->a + _pi[_row]; \ 228cf742fccSHong Zhang /* perform sparse axpy */ \ 229cf742fccSHong Zhang _valtmp = _aa[_j]; \ 230cf742fccSHong Zhang _nextp = 0; \ 231cf742fccSHong Zhang for (_k = 0; _nextp < _pnz; _k++) { \ 232cf742fccSHong Zhang if (_apJ[_k] == _pj[_nextp]) { /* column of AP == column of P */ \ 233cf742fccSHong Zhang apa[_k] += _valtmp * _pa[_nextp++]; \ 234cf742fccSHong Zhang } \ 235cf742fccSHong Zhang } \ 23646eb3cd7SSatish Balay (void)PetscLogFlops(2.0 * _pnz); \ 237cf742fccSHong Zhang } \ 23892ec70a1SHong Zhang } \ 239cf742fccSHong Zhang } 240cf742fccSHong Zhang 241e497d3c8SHong Zhang #define AProw_nonscalable(i, ad, ao, p_loc, p_oth, apa) \ 242e497d3c8SHong Zhang { \ 243e497d3c8SHong Zhang PetscInt _anz, _pnz, _j, _k, *_ai, *_aj, _row, *_pi, *_pj; \ 244e497d3c8SHong Zhang PetscScalar *_aa, _valtmp, *_pa; \ 245e497d3c8SHong Zhang /* diagonal portion of A */ \ 246e497d3c8SHong Zhang _ai = ad->i; \ 247e497d3c8SHong Zhang _anz = _ai[i + 1] - _ai[i]; \ 248e497d3c8SHong Zhang _aj = ad->j + _ai[i]; \ 249e497d3c8SHong Zhang _aa = ad->a + _ai[i]; \ 250e497d3c8SHong Zhang for (_j = 0; _j < _anz; _j++) { \ 251e497d3c8SHong Zhang _row = _aj[_j]; \ 252e497d3c8SHong Zhang _pi = p_loc->i; \ 253e497d3c8SHong Zhang _pnz = _pi[_row + 1] - _pi[_row]; \ 254e497d3c8SHong Zhang _pj = p_loc->j + _pi[_row]; \ 255e497d3c8SHong Zhang _pa = p_loc->a + _pi[_row]; \ 256e497d3c8SHong Zhang /* perform dense axpy */ \ 257e497d3c8SHong Zhang _valtmp = _aa[_j]; \ 258ad540459SPierre Jolivet for (_k = 0; _k < _pnz; _k++) apa[_pj[_k]] += _valtmp * _pa[_k]; \ 25946eb3cd7SSatish Balay (void)PetscLogFlops(2.0 * _pnz); \ 260e497d3c8SHong Zhang } \ 261e497d3c8SHong Zhang /* off-diagonal portion of A */ \ 26292ec70a1SHong Zhang if (p_oth) { \ 263e497d3c8SHong Zhang _ai = ao->i; \ 264e497d3c8SHong Zhang _anz = _ai[i + 1] - _ai[i]; \ 265e497d3c8SHong Zhang _aj = ao->j + _ai[i]; \ 266e497d3c8SHong Zhang _aa = ao->a + _ai[i]; \ 267e497d3c8SHong Zhang for (_j = 0; _j < _anz; _j++) { \ 268e497d3c8SHong Zhang _row = _aj[_j]; \ 269e497d3c8SHong Zhang _pi = p_oth->i; \ 270e497d3c8SHong Zhang _pnz = _pi[_row + 1] - _pi[_row]; \ 271e497d3c8SHong Zhang _pj = p_oth->j + _pi[_row]; \ 272e497d3c8SHong Zhang _pa = p_oth->a + _pi[_row]; \ 273e497d3c8SHong Zhang /* perform dense axpy */ \ 274e497d3c8SHong Zhang _valtmp = _aa[_j]; \ 275ad540459SPierre Jolivet for (_k = 0; _k < _pnz; _k++) apa[_pj[_k]] += _valtmp * _pa[_k]; \ 27646eb3cd7SSatish Balay (void)PetscLogFlops(2.0 * _pnz); \ 277e497d3c8SHong Zhang } \ 27892ec70a1SHong Zhang } \ 279e497d3c8SHong Zhang } 280cf742fccSHong Zhang 2813369ce9aSBarry Smith #endif 282