xref: /petsc/src/mat/impls/aij/mpi/mpiaij.h (revision a3bb6f32beb157d990e23342c1912f6db9d2835f)
18a729477SBarry Smith 
23369ce9aSBarry Smith #if !defined(__MPIAIJ_H)
33369ce9aSBarry Smith #define __MPIAIJ_H
43369ce9aSBarry Smith 
5c6db04a5SJed Brown #include <../src/mat/impls/aij/seq/aij.h>
68a729477SBarry Smith 
790431a8fSHong Zhang typedef struct { /* used by MatCreateMPIAIJSumSeqAIJ for reusing the merged matrix */
826283091SBarry Smith   PetscLayout rowmap;
9de0260b3SHong Zhang   PetscInt    **buf_ri,**buf_rj;
100febcb4bSHong Zhang   PetscMPIInt *len_s,*len_r,*id_r;    /* array of length of comm->size, store send/recv matrix values */
110febcb4bSHong Zhang   PetscMPIInt nsend,nrecv;
12fc08c53fSHong Zhang   PetscInt    *bi,*bj;    /* i and j array of the local portion of mpi C (matrix product) - rename to ci, cj! */
13de0260b3SHong Zhang   PetscInt    *owners_co,*coi,*coj;    /* i and j array of (p->B)^T*A*P - used in the communication */
14dce485f0SBarry Smith   PetscErrorCode (*destroy)(Mat);
15dce485f0SBarry Smith   PetscErrorCode (*duplicate)(Mat,MatDuplicateOption,Mat*);
16b90dcfe3SHong Zhang } Mat_Merge_SeqsToMPI;
17b90dcfe3SHong Zhang 
18a1a4e84aSHong Zhang typedef struct { /* used by MatPtAP_MPIAIJ_MPIAIJ() and MatMatMult_MPIAIJ_MPIAIJ() */
19b7f45c76SHong Zhang   PetscInt               *startsj_s,*startsj_r;    /* used by MatGetBrowsOfAoCols_MPIAIJ */
20b7f45c76SHong Zhang   PetscScalar            *bufa;                    /* used by MatGetBrowsOfAoCols_MPIAIJ */
21a1a4e84aSHong Zhang   Mat                     P_loc,P_oth;             /* partial B_seq -- intend to replace B_seq */
22a1a4e84aSHong Zhang   PetscInt                *api,*apj;               /* symbolic i and j arrays of the local product A_loc*B_seq */
23445158ffSHong Zhang   PetscScalar             *apv;
24b7f45c76SHong Zhang   MatReuse                reuse;                   /* flag to skip MatGetBrowsOfAoCols_MPIAIJ() and MatMPIAIJGetLocalMat() in 1st call of MatPtAPNumeric_MPIAIJ_MPIAIJ() */
25598bc09dSHong Zhang   PetscScalar             *apa;                    /* tmp array for store a row of A*P used in MatMatMult() */
26c5af039cSHong Zhang   Mat                     A_loc;                   /* used by MatTransposeMatMult(), contains api and apj */
27*a3bb6f32SFande Kong   ISLocalToGlobalMapping  ltog;                    /* mapping from local column indices to global column indices for A_loc */
28ab1b013aSHong Zhang   Mat                     Pt;                      /* used by MatTransposeMatMult(), Pt = P^T */
297d0a89b7SHong Zhang   PetscBool               freestruct;              /* flag for MatFreeIntermediateDataStructures() */
309ce11a7cSHong Zhang   Mat                     Rd,Ro,AP_loc,C_loc,C_oth;
31cf97cf3cSHong Zhang   PetscInt                algType;                 /* implementation algorithm */
32f8487c73SHong Zhang 
33f8487c73SHong Zhang   Mat_Merge_SeqsToMPI *merge;
34f8487c73SHong Zhang   PetscErrorCode (*destroy)(Mat);
354ae0847bSHong Zhang   PetscErrorCode (*duplicate)(Mat,MatDuplicateOption,Mat*);
36cf97cf3cSHong Zhang   PetscErrorCode (*view)(Mat,PetscViewer);
373cdca5ebSHong Zhang } Mat_APMPI;
38f8487c73SHong Zhang 
39f8487c73SHong Zhang typedef struct {
40f8487c73SHong Zhang   Mat A,B;                             /* local submatrices: A (diag part),
41f8487c73SHong Zhang                                            B (off-diag part) */
42f8487c73SHong Zhang   PetscMPIInt size;                     /* size of communicator */
43f8487c73SHong Zhang   PetscMPIInt rank;                     /* rank of proc in communicator */
44f8487c73SHong Zhang 
45f8487c73SHong Zhang   /* The following variables are used for matrix assembly */
46f8487c73SHong Zhang   PetscBool   donotstash;               /* PETSC_TRUE if off processor entries dropped */
47f8487c73SHong Zhang   MPI_Request *send_waits;              /* array of send requests */
48f8487c73SHong Zhang   MPI_Request *recv_waits;              /* array of receive requests */
49f8487c73SHong Zhang   PetscInt    nsends,nrecvs;           /* numbers of sends and receives */
50f8487c73SHong Zhang   PetscScalar *svalues,*rvalues;       /* sending and receiving data */
51f8487c73SHong Zhang   PetscInt    rmax;                     /* maximum message length */
52f8487c73SHong Zhang #if defined(PETSC_USE_CTABLE)
53f8487c73SHong Zhang   PetscTable colmap;
54f8487c73SHong Zhang #else
55f8487c73SHong Zhang   PetscInt *colmap;                     /* local col number of off-diag col */
56f8487c73SHong Zhang #endif
57f8487c73SHong Zhang   PetscInt *garray;                     /* global index of all off-processor columns */
58f8487c73SHong Zhang 
59f8487c73SHong Zhang   /* The following variables are used for matrix-vector products */
60f8487c73SHong Zhang   Vec        lvec;                 /* local vector */
61f8487c73SHong Zhang   Vec        diag;
624b8d542aSHong Zhang   VecScatter Mvctx,Mvctx_mpi1;     /* scatter context for vector */
63fa110396SHong Zhang   PetscBool  Mvctx_mpi1_flg;       /* if true, additional Mvctx_mpi1 is requested for mat-mat ops, default false */
64f8487c73SHong Zhang   PetscBool  roworiented;          /* if true, row-oriented input, default true */
65f8487c73SHong Zhang 
66f8487c73SHong Zhang   /* The following variables are for MatGetRow() */
67f8487c73SHong Zhang   PetscInt    *rowindices;         /* column indices for row */
68f8487c73SHong Zhang   PetscScalar *rowvalues;          /* nonzero values in row */
69f8487c73SHong Zhang   PetscBool   getrowactive;        /* indicates MatGetRow(), not restored */
70f8487c73SHong Zhang 
71f8487c73SHong Zhang   /* Used by MatDistribute_MPIAIJ() to allow reuse of previous matrix allocation  and nonzero pattern */
72f8487c73SHong Zhang   PetscInt *ld;                    /* number of entries per row left of diagona block */
73f8487c73SHong Zhang 
74a1a4e84aSHong Zhang   /* Used by MatMatMult() and MatPtAP() */
753cdca5ebSHong Zhang   Mat_APMPI *ap;
76ca45077fSPaul Mullowney 
77f996eeb8SHong Zhang   /* used by MatMatMatMult() */
78f996eeb8SHong Zhang   Mat_MatMatMatMult *matmatmatmult;
79f996eeb8SHong Zhang 
80bbf3fe20SPaul Mullowney   /* Used by MPICUSP and MPICUSPARSE classes */
81bbf3fe20SPaul Mullowney   void * spptr;
825cc03489SHong Zhang 
83f8487c73SHong Zhang } Mat_MPIAIJ;
84f8487c73SHong Zhang 
858cc058d9SJed Brown PETSC_EXTERN PetscErrorCode MatCreate_MPIAIJ(Mat);
862327d61dSSatish Balay 
8793283c78SAlejandro Lamas Daviña PETSC_INTERN PetscErrorCode MatAssemblyEnd_MPIAIJ(Mat,MatAssemblyType);
8893283c78SAlejandro Lamas Daviña 
895a576424SJed Brown PETSC_INTERN PetscErrorCode MatSetUpMultiply_MPIAIJ(Mat);
905a576424SJed Brown PETSC_INTERN PetscErrorCode MatDisAssemble_MPIAIJ(Mat);
915a576424SJed Brown PETSC_INTERN PetscErrorCode MatDuplicate_MPIAIJ(Mat,MatDuplicateOption,Mat*);
925a576424SJed Brown PETSC_INTERN PetscErrorCode MatIncreaseOverlap_MPIAIJ(Mat,PetscInt,IS [],PetscInt);
93b1b1104fSBarry Smith PETSC_INTERN PetscErrorCode MatIncreaseOverlap_MPIAIJ_Scalable(Mat,PetscInt,IS [],PetscInt);
9493dfae19SHong Zhang PETSC_INTERN PetscErrorCode MatFDColoringCreate_MPIXAIJ(Mat,ISColoring,MatFDColoring);
95f86b9fbaSHong Zhang PETSC_INTERN PetscErrorCode MatFDColoringSetUp_MPIXAIJ(Mat,ISColoring,MatFDColoring);
967dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrices_MPIAIJ (Mat,PetscInt,const IS[],const IS[],MatReuse,Mat *[]);
977dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatricesMPI_MPIAIJ (Mat,PetscInt,const IS[],const IS[],MatReuse,Mat *[]);
987dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_All(Mat,MatCreateSubMatrixOption,MatReuse,Mat *[]);
99baa1ba78SHong Zhang PETSC_INTERN PetscErrorCode MatView_MPIAIJ(Mat,PetscViewer);
1005494a064SHong Zhang 
1017dae84e0SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ(Mat,IS,IS,MatReuse,Mat*);
102618cbb4aSHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_nonscalable(Mat,IS,IS,PetscInt,MatReuse,Mat*);
1031358a193SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_SameRowDist(Mat,IS,IS,IS,MatReuse,Mat*);
1043b00a383SHong Zhang PETSC_INTERN PetscErrorCode MatCreateSubMatrix_MPIAIJ_SameRowColDist(Mat,IS,IS,MatReuse,Mat*);
1053233f0ddSHong Zhang PETSC_INTERN PetscErrorCode MatGetMultiProcBlock_MPIAIJ(Mat,MPI_Comm,MatReuse,Mat*);
106d6037b41SHong Zhang 
1075a576424SJed Brown PETSC_INTERN PetscErrorCode MatLoad_MPIAIJ(Mat,PetscViewer);
10852f91c60SVaclav Hapla PETSC_INTERN PetscErrorCode MatLoad_MPIAIJ_Binary(Mat,PetscViewer);
109e3225e9dSHong Zhang PETSC_INTERN PetscErrorCode MatCreateColmap_MPIAIJ_Private(Mat);
1105a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMult_MPIDense_MPIAIJ(Mat,Mat,MatReuse,PetscReal,Mat*);
1115a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMult_MPIAIJ_MPIAIJ(Mat,Mat,MatReuse,PetscReal,Mat*);
1120fc8cf34SHong Zhang PETSC_INTERN PetscErrorCode MatMatMultSymbolic_MPIAIJ_MPIAIJ_nonscalable(Mat,Mat,PetscReal,Mat*);
113a9d7e0ccSandi selinger PETSC_INTERN PetscErrorCode MatMatMultSymbolic_MPIAIJ_MPIAIJ_seqMPI(Mat,Mat,PetscReal,Mat*);
114b2405163SHong Zhang PETSC_INTERN PetscErrorCode MatMatMultSymbolic_MPIAIJ_MPIAIJ(Mat,Mat,PetscReal,Mat*);
1155a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMultNumeric_MPIAIJ_MPIAIJ(Mat,Mat,Mat);
116f8efd71cSHong Zhang PETSC_INTERN PetscErrorCode MatMatMultNumeric_MPIAIJ_MPIAIJ_nonscalable(Mat,Mat,Mat);
117f8487c73SHong Zhang 
1185a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMatMult_MPIAIJ_MPIAIJ_MPIAIJ(Mat,Mat,Mat,MatReuse,PetscReal,Mat*);
1195a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMatMultSymbolic_MPIAIJ_MPIAIJ_MPIAIJ(Mat,Mat,Mat,PetscReal,Mat*);
1205a576424SJed Brown PETSC_INTERN PetscErrorCode MatMatMatMultNumeric_MPIAIJ_MPIAIJ_MPIAIJ(Mat,Mat,Mat,Mat);
121f996eeb8SHong Zhang 
1225a576424SJed Brown PETSC_INTERN PetscErrorCode MatPtAP_MPIAIJ_MPIAIJ(Mat,Mat,MatReuse,PetscReal,Mat*);
1235a576424SJed Brown PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ(Mat,Mat,PetscReal,Mat*);
1245a576424SJed Brown PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ(Mat,Mat,Mat);
1250d3441aeSHong Zhang 
126a4ffb656SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_MPIAIJ_MPIAIJ_scalable(Mat,Mat,PetscReal,Mat*);
127a4ffb656SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPNumeric_MPIAIJ_MPIAIJ_scalable(Mat,Mat,Mat);
1284624976aSHong Zhang PETSC_INTERN PetscErrorCode MatFreeIntermediateDataStructures_MPIAIJ_AP(Mat);
1298a9b8717SHong Zhang PETSC_INTERN PetscErrorCode MatFreeIntermediateDataStructures_MPIAIJ_BC(Mat);
130a9d7e0ccSandi selinger 
131a4ffb656SHong Zhang #if defined(PETSC_HAVE_HYPRE)
132a4ffb656SHong Zhang PETSC_INTERN PetscErrorCode MatPtAPSymbolic_AIJ_AIJ_wHYPRE(Mat,Mat,PetscReal,Mat*);
133a4ffb656SHong Zhang #endif
1340d3441aeSHong Zhang 
1355a576424SJed Brown PETSC_INTERN PetscErrorCode MatDestroy_MPIAIJ_PtAP(Mat);
1365a576424SJed Brown PETSC_INTERN PetscErrorCode MatDestroy_MPIAIJ(Mat);
137c5af039cSHong Zhang 
1388d45306eSHong Zhang PETSC_INTERN PetscErrorCode MatRARt_MPIAIJ_MPIAIJ(Mat,Mat,MatReuse,PetscReal,Mat*);
1398d45306eSHong Zhang 
1405a576424SJed Brown PETSC_INTERN PetscErrorCode MatGetBrowsOfAoCols_MPIAIJ(Mat,Mat,MatReuse,PetscInt**,PetscInt**,MatScalar**,Mat*);
1415a576424SJed Brown PETSC_INTERN PetscErrorCode MatSetValues_MPIAIJ(Mat,PetscInt,const PetscInt[],PetscInt,const PetscInt[],const PetscScalar [],InsertMode);
142e9ede7d0Sandi selinger PETSC_INTERN PetscErrorCode MatSetValues_MPIAIJ_CopyFromCSRFormat(Mat,const PetscInt[],const PetscInt[],const PetscScalar[]);
143904d1e70Sandi selinger PETSC_INTERN PetscErrorCode MatSetValues_MPIAIJ_CopyFromCSRFormat_Symbolic(Mat,const PetscInt[],const PetscInt[]);
1445a576424SJed Brown PETSC_INTERN PetscErrorCode MatDestroy_MPIAIJ_MatMatMult(Mat);
1455a576424SJed Brown PETSC_INTERN PetscErrorCode PetscContainerDestroy_Mat_MatMatMultMPI(void*);
1465a576424SJed Brown PETSC_INTERN PetscErrorCode MatSetOption_MPIAIJ(Mat,MatOption,PetscBool);
147187b3c17SHong Zhang 
1485a576424SJed Brown PETSC_INTERN PetscErrorCode MatTransposeMatMult_MPIAIJ_MPIAIJ(Mat,Mat,MatReuse,PetscReal,Mat*);
1492bbb1c24SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIAIJ_nonscalable(Mat,Mat,PetscReal,Mat*);
1506da69ca6SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIAIJ(Mat,Mat,PetscReal,Mat*);
1516da69ca6SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIAIJ(Mat,Mat,Mat);
1522bbb1c24SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIAIJ_nonscalable(Mat,Mat,Mat);
153c216dbf3SHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIAIJ_matmatmult(Mat,Mat,Mat);
1548949adfdSHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMult_MPIAIJ_MPIDense(Mat,Mat,MatReuse,PetscReal,Mat*);
1558949adfdSHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultSymbolic_MPIAIJ_MPIDense(Mat,Mat,PetscReal,Mat*);
1568949adfdSHong Zhang PETSC_INTERN PetscErrorCode MatTransposeMatMultNumeric_MPIAIJ_MPIDense(Mat,Mat,Mat);
1575a576424SJed Brown PETSC_INTERN PetscErrorCode MatGetSeqNonzeroStructure_MPIAIJ(Mat,Mat*);
158c0d3702cSSatish Balay 
1594416b707SBarry Smith PETSC_INTERN PetscErrorCode MatSetFromOptions_MPIAIJ(PetscOptionItems*,Mat);
16010e0fddcSSatish Balay PETSC_INTERN PetscErrorCode MatMPIAIJSetPreallocation_MPIAIJ(Mat,PetscInt,const PetscInt[],PetscInt,const PetscInt[]);
1613a7fca6bSBarry Smith 
162570b7f6dSBarry Smith #if !defined(PETSC_USE_COMPLEX) && !defined(PETSC_USE_REAL_SINGLE) && !defined(PETSC_USE_REAL___FLOAT128) && !defined(PETSC_USE_REAL___FP16)
1635a576424SJed Brown PETSC_INTERN PetscErrorCode MatLUFactorSymbolic_MPIAIJ_TFS(Mat,IS,IS,const MatFactorInfo*,Mat*);
16497304618SKris Buschelman #endif
1655a576424SJed Brown PETSC_INTERN PetscErrorCode MatSolve_MPIAIJ(Mat,Vec,Vec);
1665a576424SJed Brown PETSC_INTERN PetscErrorCode MatILUFactor_MPIAIJ(Mat,IS,IS,const MatFactorInfo*);
16797304618SKris Buschelman 
168001ddc4fSHong Zhang PETSC_INTERN PetscErrorCode MatAXPYGetPreallocation_MPIX_private(PetscInt,const PetscInt*,const PetscInt*,const PetscInt*,const PetscInt*,const PetscInt*,const PetscInt*,PetscInt*);
169001ddc4fSHong Zhang 
17011bd1e4dSLisandro Dalcin extern PetscErrorCode MatGetDiagonalBlock_MPIAIJ(Mat,Mat*);
1717087cfbeSBarry Smith extern PetscErrorCode MatDiagonalScaleLocal_MPIAIJ(Mat,Vec);
1723a7fca6bSBarry Smith 
17353dd7562SDmitry Karpeev PETSC_INTERN PetscErrorCode MatGetSeqMats_MPIAIJ(Mat,Mat*,Mat*);
17453dd7562SDmitry Karpeev PETSC_INTERN PetscErrorCode MatSetSeqMats_MPIAIJ(Mat,IS,IS,IS,MatStructure,Mat,Mat);
17553dd7562SDmitry Karpeev 
176cf742fccSHong Zhang /* compute apa = A[i,:]*P = Ad[i,:]*P_loc + Ao*[i,:]*P_oth using sparse axpy */
177cf742fccSHong Zhang #define AProw_scalable(i,ad,ao,p_loc,p_oth,api,apj,apa) \
178cf742fccSHong Zhang {\
179cf742fccSHong Zhang   PetscInt    _anz,_pnz,_j,_k,*_ai,*_aj,_row,*_pi,*_pj,_nextp,*_apJ;      \
180cf742fccSHong Zhang   PetscScalar *_aa,_valtmp,*_pa;                             \
181cf742fccSHong Zhang   _apJ = apj + api[i];\
182cf742fccSHong Zhang   /* diagonal portion of A */\
183cf742fccSHong Zhang   _ai  = ad->i;\
184cf742fccSHong Zhang   _anz = _ai[i+1] - _ai[i];\
185cf742fccSHong Zhang   _aj  = ad->j + _ai[i];\
186cf742fccSHong Zhang   _aa  = ad->a + _ai[i];\
187cf742fccSHong Zhang   for (_j=0; _j<_anz; _j++) {\
188cf742fccSHong Zhang     _row = _aj[_j]; \
189cf742fccSHong Zhang     _pi  = p_loc->i;                                 \
190cf742fccSHong Zhang     _pnz = _pi[_row+1] - _pi[_row];         \
191cf742fccSHong Zhang     _pj  = p_loc->j + _pi[_row];                 \
192cf742fccSHong Zhang     _pa  = p_loc->a + _pi[_row];                 \
193cf742fccSHong Zhang     /* perform sparse axpy */                    \
194cf742fccSHong Zhang     _valtmp = _aa[_j];                           \
195cf742fccSHong Zhang     _nextp  = 0; \
196cf742fccSHong Zhang     for (_k=0; _nextp<_pnz; _k++) {                    \
197cf742fccSHong Zhang       if (_apJ[_k] == _pj[_nextp]) { /* column of AP == column of P */   \
198cf742fccSHong Zhang         apa[_k] += _valtmp*_pa[_nextp++];                                \
199cf742fccSHong Zhang       } \
200cf742fccSHong Zhang     }                                           \
20146eb3cd7SSatish Balay     (void)PetscLogFlops(2.0*_pnz);              \
202cf742fccSHong Zhang   }                                             \
203cf742fccSHong Zhang   /* off-diagonal portion of A */               \
204cf742fccSHong Zhang   _ai  = ao->i;\
205cf742fccSHong Zhang   _anz = _ai[i+1] - _ai[i];                     \
206cf742fccSHong Zhang   _aj  = ao->j + _ai[i];                         \
207cf742fccSHong Zhang   _aa  = ao->a + _ai[i];                         \
208cf742fccSHong Zhang   for (_j=0; _j<_anz; _j++) {                      \
209cf742fccSHong Zhang     _row = _aj[_j];    \
210cf742fccSHong Zhang     _pi  = p_oth->i;                         \
211cf742fccSHong Zhang     _pnz = _pi[_row+1] - _pi[_row];          \
212cf742fccSHong Zhang     _pj  = p_oth->j + _pi[_row];                  \
213cf742fccSHong Zhang     _pa  = p_oth->a + _pi[_row];                  \
214cf742fccSHong Zhang     /* perform sparse axpy */                     \
215cf742fccSHong Zhang     _valtmp = _aa[_j];                             \
216cf742fccSHong Zhang     _nextp  = 0; \
217cf742fccSHong Zhang     for (_k=0; _nextp<_pnz; _k++) {                     \
218cf742fccSHong Zhang       if (_apJ[_k] == _pj[_nextp]) { /* column of AP == column of P */\
219cf742fccSHong Zhang         apa[_k] += _valtmp*_pa[_nextp++];                       \
220cf742fccSHong Zhang       }                                                     \
221cf742fccSHong Zhang     }                                            \
22246eb3cd7SSatish Balay     (void)PetscLogFlops(2.0*_pnz);               \
223cf742fccSHong Zhang   } \
224cf742fccSHong Zhang }
225cf742fccSHong Zhang 
226e497d3c8SHong Zhang #define AProw_nonscalable(i,ad,ao,p_loc,p_oth,apa) \
227e497d3c8SHong Zhang {\
228e497d3c8SHong Zhang   PetscInt    _anz,_pnz,_j,_k,*_ai,*_aj,_row,*_pi,*_pj;      \
229e497d3c8SHong Zhang   PetscScalar *_aa,_valtmp,*_pa;                             \
230e497d3c8SHong Zhang   /* diagonal portion of A */\
231e497d3c8SHong Zhang   _ai  = ad->i;\
232e497d3c8SHong Zhang   _anz = _ai[i+1] - _ai[i];\
233e497d3c8SHong Zhang   _aj  = ad->j + _ai[i];\
234e497d3c8SHong Zhang   _aa  = ad->a + _ai[i];\
235e497d3c8SHong Zhang   for (_j=0; _j<_anz; _j++) {\
236e497d3c8SHong Zhang     _row = _aj[_j]; \
237e497d3c8SHong Zhang     _pi  = p_loc->i;                                 \
238e497d3c8SHong Zhang     _pnz = _pi[_row+1] - _pi[_row];         \
239e497d3c8SHong Zhang     _pj  = p_loc->j + _pi[_row];                 \
240e497d3c8SHong Zhang     _pa  = p_loc->a + _pi[_row];                 \
241e497d3c8SHong Zhang     /* perform dense axpy */                    \
242e497d3c8SHong Zhang     _valtmp = _aa[_j];                           \
243e497d3c8SHong Zhang     for (_k=0; _k<_pnz; _k++) {                    \
244e497d3c8SHong Zhang       apa[_pj[_k]] += _valtmp*_pa[_k];               \
245e497d3c8SHong Zhang     }                                           \
24646eb3cd7SSatish Balay     (void)PetscLogFlops(2.0*_pnz);              \
247e497d3c8SHong Zhang   }                                             \
248e497d3c8SHong Zhang   /* off-diagonal portion of A */               \
249e497d3c8SHong Zhang   _ai  = ao->i;\
250e497d3c8SHong Zhang   _anz = _ai[i+1] - _ai[i];                     \
251e497d3c8SHong Zhang   _aj  = ao->j + _ai[i];                         \
252e497d3c8SHong Zhang   _aa  = ao->a + _ai[i];                         \
253e497d3c8SHong Zhang   for (_j=0; _j<_anz; _j++) {                      \
254e497d3c8SHong Zhang     _row = _aj[_j];    \
255e497d3c8SHong Zhang     _pi  = p_oth->i;                         \
256e497d3c8SHong Zhang     _pnz = _pi[_row+1] - _pi[_row];          \
257e497d3c8SHong Zhang     _pj  = p_oth->j + _pi[_row];                  \
258e497d3c8SHong Zhang     _pa  = p_oth->a + _pi[_row];                  \
259e497d3c8SHong Zhang     /* perform dense axpy */                     \
260e497d3c8SHong Zhang     _valtmp = _aa[_j];                             \
261e497d3c8SHong Zhang     for (_k=0; _k<_pnz; _k++) {                     \
262e497d3c8SHong Zhang       apa[_pj[_k]] += _valtmp*_pa[_k];                \
263e497d3c8SHong Zhang     }                                            \
26446eb3cd7SSatish Balay     (void)PetscLogFlops(2.0*_pnz);               \
265e497d3c8SHong Zhang   } \
266e497d3c8SHong Zhang }
267cf742fccSHong Zhang 
2683369ce9aSBarry Smith #endif
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