xref: /petsc/src/mat/impls/aij/mpi/mpiaij.h (revision 2c4ab24a73fa188c4ad3835fde91f6d95fb2e34f)
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
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