1b5b17502SBarry Smith 2b5b17502SBarry Smith /* 3b5b17502SBarry Smith This is included by sbaij.c to generate unsigned short and regular versions of these two functions 4b5b17502SBarry Smith */ 554e8760dSRichard Tran Mills 654e8760dSRichard Tran Mills /* We cut-and-past below from aij.h to make a "no_function" version of PetscSparseDensePlusDot(). 754e8760dSRichard Tran Mills * This is necessary because the USESHORT case cannot use the inlined functions that may be employed. */ 854e8760dSRichard Tran Mills 954e8760dSRichard Tran Mills #if defined(PETSC_KERNEL_USE_UNROLL_4) 1054e8760dSRichard Tran Mills #define PetscSparseDensePlusDot_no_function(sum,r,xv,xi,nnz) { \ 1154e8760dSRichard Tran Mills if (nnz > 0) { \ 12*a9ce9505SJunchao Zhang PetscInt nnz2=nnz,rem=nnz&0x3; \ 13*a9ce9505SJunchao Zhang switch (rem) { \ 1454e8760dSRichard Tran Mills case 3: sum += *xv++ *r[*xi++]; \ 1554e8760dSRichard Tran Mills case 2: sum += *xv++ *r[*xi++]; \ 1654e8760dSRichard Tran Mills case 1: sum += *xv++ *r[*xi++]; \ 17*a9ce9505SJunchao Zhang nnz2 -= rem;} \ 18*a9ce9505SJunchao Zhang while (nnz2 > 0) { \ 1954e8760dSRichard Tran Mills sum += xv[0] * r[xi[0]] + xv[1] * r[xi[1]] + \ 2054e8760dSRichard Tran Mills xv[2] * r[xi[2]] + xv[3] * r[xi[3]]; \ 21*a9ce9505SJunchao Zhang xv += 4; xi += 4; nnz2 -= 4; \ 22*a9ce9505SJunchao Zhang } \ 23*a9ce9505SJunchao Zhang xv -= nnz; xi -= nnz; \ 24*a9ce9505SJunchao Zhang } \ 25*a9ce9505SJunchao Zhang } 2654e8760dSRichard Tran Mills 2754e8760dSRichard Tran Mills #elif defined(PETSC_KERNEL_USE_UNROLL_2) 2854e8760dSRichard Tran Mills #define PetscSparseDensePlusDot_no_function(sum,r,xv,xi,nnz) { \ 2954e8760dSRichard Tran Mills PetscInt __i,__i1,__i2; \ 3054e8760dSRichard Tran Mills for (__i=0; __i<nnz-1; __i+=2) {__i1 = xi[__i]; __i2=xi[__i+1]; \ 3154e8760dSRichard Tran Mills sum += (xv[__i]*r[__i1] + xv[__i+1]*r[__i2]);} \ 3254e8760dSRichard Tran Mills if (nnz & 0x1) sum += xv[__i] * r[xi[__i]];} 3354e8760dSRichard Tran Mills 3454e8760dSRichard Tran Mills #else 3554e8760dSRichard Tran Mills #define PetscSparseDensePlusDot_no_function(sum,r,xv,xi,nnz) { \ 3654e8760dSRichard Tran Mills PetscInt __i; \ 3754e8760dSRichard Tran Mills for (__i=0; __i<nnz; __i++) sum += xv[__i] * r[xi[__i]];} 3854e8760dSRichard Tran Mills #endif 3954e8760dSRichard Tran Mills 4054e8760dSRichard Tran Mills 41018dd85eSSatish Balay #if defined(USESHORT) 42018dd85eSSatish Balay PetscErrorCode MatMult_SeqSBAIJ_1_Hermitian_ushort(Mat A,Vec xx,Vec zz) 43018dd85eSSatish Balay #else 44018dd85eSSatish Balay PetscErrorCode MatMult_SeqSBAIJ_1_Hermitian(Mat A,Vec xx,Vec zz) 45018dd85eSSatish Balay #endif 46eeffb40dSHong Zhang { 47eeffb40dSHong Zhang Mat_SeqSBAIJ *a = (Mat_SeqSBAIJ*)A->data; 48eeffb40dSHong Zhang const PetscScalar *x; 49eeffb40dSHong Zhang PetscScalar *z,x1,sum; 50eeffb40dSHong Zhang const MatScalar *v; 51eeffb40dSHong Zhang MatScalar vj; 52eeffb40dSHong Zhang PetscErrorCode ierr; 53eeffb40dSHong Zhang PetscInt mbs=a->mbs,i,j,nz; 54eeffb40dSHong Zhang const PetscInt *ai=a->i; 55eeffb40dSHong Zhang #if defined(USESHORT) 56eeffb40dSHong Zhang const unsigned short *ib=a->jshort; 57eeffb40dSHong Zhang unsigned short ibt; 58eeffb40dSHong Zhang #else 59eeffb40dSHong Zhang const PetscInt *ib=a->j; 60eeffb40dSHong Zhang PetscInt ibt; 61eeffb40dSHong Zhang #endif 628dca527aSShri Abhyankar PetscInt nonzerorow = 0,jmin; 63eeffb40dSHong Zhang 64eeffb40dSHong Zhang PetscFunctionBegin; 65eeffb40dSHong Zhang ierr = VecSet(zz,0.0);CHKERRQ(ierr); 663649974fSBarry Smith ierr = VecGetArrayRead(xx,&x);CHKERRQ(ierr); 67eeffb40dSHong Zhang ierr = VecGetArray(zz,&z);CHKERRQ(ierr); 68eeffb40dSHong Zhang 69eeffb40dSHong Zhang v = a->a; 70eeffb40dSHong Zhang for (i=0; i<mbs; i++) { 71eeffb40dSHong Zhang nz = ai[i+1] - ai[i]; /* length of i_th row of A */ 7203d09022SShri Abhyankar if (!nz) continue; /* Move to the next row if the current row is empty */ 7303d09022SShri Abhyankar nonzerorow++; 74eeffb40dSHong Zhang x1 = x[i]; 758dca527aSShri Abhyankar sum = 0.0; 768dca527aSShri Abhyankar jmin = 0; 778dca527aSShri Abhyankar if (ib[0] == i) { 78eeffb40dSHong Zhang sum = v[0]*x1; /* diagonal term */ 798dca527aSShri Abhyankar jmin++; 808dca527aSShri Abhyankar } 818dca527aSShri Abhyankar for (j=jmin; j<nz; j++) { 82a6f0575fSBarry Smith ibt = ib[j]; 83eeffb40dSHong Zhang vj = v[j]; 84eeffb40dSHong Zhang sum += vj * x[ibt]; /* (strict upper triangular part of A)*x */ 85a6f0575fSBarry Smith z[ibt] += PetscConj(v[j]) * x1; /* (strict lower triangular part of A)*x */ 86eeffb40dSHong Zhang } 87eeffb40dSHong Zhang z[i] += sum; 88eeffb40dSHong Zhang v += nz; 89eeffb40dSHong Zhang ib += nz; 90eeffb40dSHong Zhang } 91eeffb40dSHong Zhang 923649974fSBarry Smith ierr = VecRestoreArrayRead(xx,&x);CHKERRQ(ierr); 93eeffb40dSHong Zhang ierr = VecRestoreArray(zz,&z);CHKERRQ(ierr); 9403d09022SShri Abhyankar ierr = PetscLogFlops(2.0*(2.0*a->nz - nonzerorow) - nonzerorow);CHKERRQ(ierr); 95eeffb40dSHong Zhang PetscFunctionReturn(0); 96eeffb40dSHong Zhang } 97eeffb40dSHong Zhang 98018dd85eSSatish Balay #if defined(USESHORT) 99018dd85eSSatish Balay PetscErrorCode MatMult_SeqSBAIJ_1_ushort(Mat A,Vec xx,Vec zz) 100018dd85eSSatish Balay #else 101018dd85eSSatish Balay PetscErrorCode MatMult_SeqSBAIJ_1(Mat A,Vec xx,Vec zz) 102018dd85eSSatish Balay #endif 103b5b17502SBarry Smith { 104b5b17502SBarry Smith Mat_SeqSBAIJ *a = (Mat_SeqSBAIJ*)A->data; 105b5b17502SBarry Smith const PetscScalar *x; 106b5b17502SBarry Smith PetscScalar *z,x1,sum; 107b5b17502SBarry Smith const MatScalar *v; 108b5b17502SBarry Smith MatScalar vj; 109b5b17502SBarry Smith PetscErrorCode ierr; 110b5b17502SBarry Smith PetscInt mbs=a->mbs,i,j,nz; 111b5b17502SBarry Smith const PetscInt *ai=a->i; 112b5b17502SBarry Smith #if defined(USESHORT) 113b5b17502SBarry Smith const unsigned short *ib=a->jshort; 114b5b17502SBarry Smith unsigned short ibt; 115b5b17502SBarry Smith #else 116b5b17502SBarry Smith const PetscInt *ib=a->j; 117b5b17502SBarry Smith PetscInt ibt; 118b5b17502SBarry Smith #endif 1198dca527aSShri Abhyankar PetscInt nonzerorow=0,jmin; 120b5b17502SBarry Smith 121b5b17502SBarry Smith PetscFunctionBegin; 122b5b17502SBarry Smith ierr = VecSet(zz,0.0);CHKERRQ(ierr); 1233649974fSBarry Smith ierr = VecGetArrayRead(xx,&x);CHKERRQ(ierr); 124b5b17502SBarry Smith ierr = VecGetArray(zz,&z);CHKERRQ(ierr); 125b5b17502SBarry Smith 126b5b17502SBarry Smith v = a->a; 127b5b17502SBarry Smith for (i=0; i<mbs; i++) { 128b5b17502SBarry Smith nz = ai[i+1] - ai[i]; /* length of i_th row of A */ 12903d09022SShri Abhyankar if (!nz) continue; /* Move to the next row if the current row is empty */ 13003d09022SShri Abhyankar nonzerorow++; 1318dca527aSShri Abhyankar sum = 0.0; 1328dca527aSShri Abhyankar jmin = 0; 133b5b17502SBarry Smith x1 = x[i]; 1348dca527aSShri Abhyankar if (ib[0] == i) { 135b5b17502SBarry Smith sum = v[0]*x1; /* diagonal term */ 1368dca527aSShri Abhyankar jmin++; 1378dca527aSShri Abhyankar } 138444d8c10SJed Brown PetscPrefetchBlock(ib+nz,nz,0,PETSC_PREFETCH_HINT_NTA); /* Indices for the next row (assumes same size as this one) */ 139444d8c10SJed Brown PetscPrefetchBlock(v+nz,nz,0,PETSC_PREFETCH_HINT_NTA); /* Entries for the next row */ 1408dca527aSShri Abhyankar for (j=jmin; j<nz; j++) { 141b5b17502SBarry Smith ibt = ib[j]; 142b5b17502SBarry Smith vj = v[j]; 143b5b17502SBarry Smith z[ibt] += vj * x1; /* (strict lower triangular part of A)*x */ 144b5b17502SBarry Smith sum += vj * x[ibt]; /* (strict upper triangular part of A)*x */ 145b5b17502SBarry Smith } 146b5b17502SBarry Smith z[i] += sum; 147b5b17502SBarry Smith v += nz; 148b5b17502SBarry Smith ib += nz; 149b5b17502SBarry Smith } 150b5b17502SBarry Smith 1513649974fSBarry Smith ierr = VecRestoreArrayRead(xx,&x);CHKERRQ(ierr); 152b5b17502SBarry Smith ierr = VecRestoreArray(zz,&z);CHKERRQ(ierr); 15303d09022SShri Abhyankar ierr = PetscLogFlops(2.0*(2.0*a->nz - nonzerorow) - nonzerorow);CHKERRQ(ierr); 154b5b17502SBarry Smith PetscFunctionReturn(0); 155b5b17502SBarry Smith } 156b5b17502SBarry Smith 157018dd85eSSatish Balay #if defined(USESHORT) 158018dd85eSSatish Balay PetscErrorCode MatSOR_SeqSBAIJ_ushort(Mat A,Vec bb,PetscReal omega,MatSORType flag,PetscReal fshift,PetscInt its,PetscInt lits,Vec xx) 159018dd85eSSatish Balay #else 160018dd85eSSatish Balay PetscErrorCode MatSOR_SeqSBAIJ(Mat A,Vec bb,PetscReal omega,MatSORType flag,PetscReal fshift,PetscInt its,PetscInt lits,Vec xx) 161018dd85eSSatish Balay #endif 162b5b17502SBarry Smith { 163b5b17502SBarry Smith Mat_SeqSBAIJ *a = (Mat_SeqSBAIJ*)A->data; 164b5b17502SBarry Smith const MatScalar *aa=a->a,*v,*v1,*aidiag; 165b5b17502SBarry Smith PetscScalar *x,*t,sum; 166b5b17502SBarry Smith const PetscScalar *b; 167b5b17502SBarry Smith MatScalar tmp; 168b5b17502SBarry Smith PetscErrorCode ierr; 169b5b17502SBarry Smith PetscInt m =a->mbs,bs=A->rmap->bs,j; 170b5b17502SBarry Smith const PetscInt *ai=a->i; 171b5b17502SBarry Smith #if defined(USESHORT) 172b5b17502SBarry Smith const unsigned short *aj=a->jshort,*vj,*vj1; 173b5b17502SBarry Smith #else 174b5b17502SBarry Smith const PetscInt *aj=a->j,*vj,*vj1; 175b5b17502SBarry Smith #endif 176b5b17502SBarry Smith PetscInt nz,nz1,i; 177b5b17502SBarry Smith 178b5b17502SBarry Smith PetscFunctionBegin; 179422a814eSBarry Smith if (fshift == -1.0) fshift = 0.0; /* negative fshift indicates do not error on zero diagonal; this code never errors on zero diagonal */ 180e32f2f54SBarry Smith if (flag & SOR_EISENSTAT) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"No support yet for Eisenstat"); 181b5b17502SBarry Smith 182b5b17502SBarry Smith its = its*lits; 183e32f2f54SBarry Smith if (its <= 0) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_ARG_WRONG,"Relaxation requires global its %D and local its %D both positive",its,lits); 184b5b17502SBarry Smith 185e32f2f54SBarry Smith if (bs > 1) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"SSOR for block size > 1 is not yet implemented"); 186b5b17502SBarry Smith 187b5b17502SBarry Smith ierr = VecGetArray(xx,&x);CHKERRQ(ierr); 1883649974fSBarry Smith ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); 189b5b17502SBarry Smith 190b5b17502SBarry Smith if (!a->idiagvalid) { 191b5b17502SBarry Smith if (!a->idiag) { 192785e854fSJed Brown ierr = PetscMalloc1(m,&a->idiag);CHKERRQ(ierr); 193b5b17502SBarry Smith } 194b5b17502SBarry Smith for (i=0; i<a->mbs; i++) a->idiag[i] = 1.0/a->a[a->i[i]]; 195b5b17502SBarry Smith a->idiagvalid = PETSC_TRUE; 196b5b17502SBarry Smith } 197b5b17502SBarry Smith 19841f059aeSBarry Smith if (!a->sor_work) { 199785e854fSJed Brown ierr = PetscMalloc1(m,&a->sor_work);CHKERRQ(ierr); 200b5b17502SBarry Smith } 20141f059aeSBarry Smith t = a->sor_work; 202b5b17502SBarry Smith 203b5b17502SBarry Smith aidiag = a->idiag; 204b5b17502SBarry Smith 205b5b17502SBarry Smith if (flag == SOR_APPLY_UPPER) { 206b5b17502SBarry Smith /* apply (U + D/omega) to the vector */ 207b5b17502SBarry Smith PetscScalar d; 208b5b17502SBarry Smith for (i=0; i<m; i++) { 209b5b17502SBarry Smith d = fshift + aa[ai[i]]; 210b5b17502SBarry Smith nz = ai[i+1] - ai[i] - 1; 211b5b17502SBarry Smith vj = aj + ai[i] + 1; 212b5b17502SBarry Smith v = aa + ai[i] + 1; 213b5b17502SBarry Smith sum = b[i]*d/omega; 21454e8760dSRichard Tran Mills #ifdef USESHORT 21554e8760dSRichard Tran Mills PetscSparseDensePlusDot_no_function(sum,b,v,vj,nz); 21654e8760dSRichard Tran Mills #else 217b5b17502SBarry Smith PetscSparseDensePlusDot(sum,b,v,vj,nz); 21854e8760dSRichard Tran Mills #endif 219b5b17502SBarry Smith x[i] = sum; 220b5b17502SBarry Smith } 221b5b17502SBarry Smith ierr = PetscLogFlops(a->nz);CHKERRQ(ierr); 222b5b17502SBarry Smith } 223b5b17502SBarry Smith 224b5b17502SBarry Smith if (flag & SOR_ZERO_INITIAL_GUESS) { 225b5b17502SBarry Smith if (flag & SOR_FORWARD_SWEEP || flag & SOR_LOCAL_FORWARD_SWEEP) { 226b5b17502SBarry Smith ierr = PetscMemcpy(t,b,m*sizeof(PetscScalar));CHKERRQ(ierr); 227b5b17502SBarry Smith 228b5b17502SBarry Smith v = aa + 1; 229b5b17502SBarry Smith vj = aj + 1; 230b5b17502SBarry Smith for (i=0; i<m; i++) { 231b5b17502SBarry Smith nz = ai[i+1] - ai[i] - 1; 232b5b17502SBarry Smith tmp = -(x[i] = omega*t[i]*aidiag[i]); 23326fbe8dcSKarl Rupp for (j=0; j<nz; j++) t[vj[j]] += tmp*v[j]; 234b5b17502SBarry Smith v += nz + 1; 235b5b17502SBarry Smith vj += nz + 1; 236b5b17502SBarry Smith } 237b5b17502SBarry Smith ierr = PetscLogFlops(2*a->nz);CHKERRQ(ierr); 238b5b17502SBarry Smith } 239b5b17502SBarry Smith 240b5b17502SBarry Smith if (flag & SOR_BACKWARD_SWEEP || flag & SOR_LOCAL_BACKWARD_SWEEP) { 241b5b17502SBarry Smith int nz2; 242b5b17502SBarry Smith if (!(flag & SOR_FORWARD_SWEEP || flag & SOR_LOCAL_FORWARD_SWEEP)) { 243b5b17502SBarry Smith #if defined(PETSC_USE_BACKWARD_LOOP) 244b5b17502SBarry Smith v = aa + ai[m] - 1; 245b5b17502SBarry Smith vj = aj + ai[m] - 1; 246b5b17502SBarry Smith for (i=m-1; i>=0; i--) { 247b5b17502SBarry Smith sum = b[i]; 248b5b17502SBarry Smith nz = ai[i+1] - ai[i] - 1; 249b5b17502SBarry Smith {PetscInt __i;for (__i=0; __i<nz; __i++) sum -= v[-__i] * x[vj[-__i]];} 250b5b17502SBarry Smith #else 251b5b17502SBarry Smith v = aa + ai[m-1] + 1; 252b5b17502SBarry Smith vj = aj + ai[m-1] + 1; 253b5b17502SBarry Smith nz = 0; 254b5b17502SBarry Smith for (i=m-1; i>=0; i--) { 255b5b17502SBarry Smith sum = b[i]; 2566c11f900SJed Brown nz2 = ai[i] - ai[PetscMax(i-1,0)] - 1; /* avoid referencing ai[-1], nonsense nz2 is okay on last iteration */ 25750d8bf02SJed Brown PETSC_Prefetch(v-nz2-1,0,PETSC_PREFETCH_HINT_NTA); 25850d8bf02SJed Brown PETSC_Prefetch(vj-nz2-1,0,PETSC_PREFETCH_HINT_NTA); 259b5b17502SBarry Smith PetscSparseDenseMinusDot(sum,x,v,vj,nz); 260b5b17502SBarry Smith nz = nz2; 261b5b17502SBarry Smith #endif 262b5b17502SBarry Smith x[i] = omega*sum*aidiag[i]; 263b5b17502SBarry Smith v -= nz + 1; 264b5b17502SBarry Smith vj -= nz + 1; 265b5b17502SBarry Smith } 266b5b17502SBarry Smith ierr = PetscLogFlops(2*a->nz);CHKERRQ(ierr); 267b5b17502SBarry Smith } else { 268b5b17502SBarry Smith v = aa + ai[m-1] + 1; 269b5b17502SBarry Smith vj = aj + ai[m-1] + 1; 270b5b17502SBarry Smith nz = 0; 271b5b17502SBarry Smith for (i=m-1; i>=0; i--) { 272b5b17502SBarry Smith sum = t[i]; 2736c11f900SJed Brown nz2 = ai[i] - ai[PetscMax(i-1,0)] - 1; /* avoid referencing ai[-1], nonsense nz2 is okay on last iteration */ 27450d8bf02SJed Brown PETSC_Prefetch(v-nz2-1,0,PETSC_PREFETCH_HINT_NTA); 27550d8bf02SJed Brown PETSC_Prefetch(vj-nz2-1,0,PETSC_PREFETCH_HINT_NTA); 276b5b17502SBarry Smith PetscSparseDenseMinusDot(sum,x,v,vj,nz); 277b5b17502SBarry Smith x[i] = (1-omega)*x[i] + omega*sum*aidiag[i]; 278b5b17502SBarry Smith nz = nz2; 279b5b17502SBarry Smith v -= nz + 1; 280b5b17502SBarry Smith vj -= nz + 1; 281b5b17502SBarry Smith } 282b5b17502SBarry Smith ierr = PetscLogFlops(2*a->nz);CHKERRQ(ierr); 283b5b17502SBarry Smith } 284b5b17502SBarry Smith } 285b5b17502SBarry Smith its--; 286b5b17502SBarry Smith } 287b5b17502SBarry Smith 288b5b17502SBarry Smith while (its--) { 289b5b17502SBarry Smith /* 290b5b17502SBarry Smith forward sweep: 291b5b17502SBarry Smith for i=0,...,m-1: 292b5b17502SBarry Smith sum[i] = (b[i] - U(i,:)x)/d[i]; 293b5b17502SBarry Smith x[i] = (1-omega)x[i] + omega*sum[i]; 294b5b17502SBarry Smith b = b - x[i]*U^T(i,:); 295b5b17502SBarry Smith 296b5b17502SBarry Smith */ 297b5b17502SBarry Smith if (flag & SOR_FORWARD_SWEEP || flag & SOR_LOCAL_FORWARD_SWEEP) { 298b5b17502SBarry Smith ierr = PetscMemcpy(t,b,m*sizeof(PetscScalar));CHKERRQ(ierr); 299b5b17502SBarry Smith 300b5b17502SBarry Smith for (i=0; i<m; i++) { 301b5b17502SBarry Smith v = aa + ai[i] + 1; v1=v; 302b5b17502SBarry Smith vj = aj + ai[i] + 1; vj1=vj; 303b5b17502SBarry Smith nz = ai[i+1] - ai[i] - 1; nz1=nz; 304b5b17502SBarry Smith sum = t[i]; 305b5b17502SBarry Smith while (nz1--) sum -= (*v1++)*x[*vj1++]; 306b5b17502SBarry Smith x[i] = (1-omega)*x[i] + omega*sum*aidiag[i]; 307b5b17502SBarry Smith while (nz--) t[*vj++] -= x[i]*(*v++); 308b5b17502SBarry Smith } 309dcca0238SPatrick Lacasse ierr = PetscLogFlops(4.0*a->nz);CHKERRQ(ierr); 310b5b17502SBarry Smith } 311b5b17502SBarry Smith 312b5b17502SBarry Smith if (flag & SOR_BACKWARD_SWEEP || flag & SOR_LOCAL_BACKWARD_SWEEP) { 313b5b17502SBarry Smith /* 314b5b17502SBarry Smith backward sweep: 315b5b17502SBarry Smith b = b - x[i]*U^T(i,:), i=0,...,n-2 316b5b17502SBarry Smith for i=m-1,...,0: 317b5b17502SBarry Smith sum[i] = (b[i] - U(i,:)x)/d[i]; 318b5b17502SBarry Smith x[i] = (1-omega)x[i] + omega*sum[i]; 319b5b17502SBarry Smith */ 320b5b17502SBarry Smith /* if there was a forward sweep done above then I thing the next two for loops are not needed */ 321b5b17502SBarry Smith ierr = PetscMemcpy(t,b,m*sizeof(PetscScalar));CHKERRQ(ierr); 322b5b17502SBarry Smith 323b5b17502SBarry Smith for (i=0; i<m-1; i++) { /* update rhs */ 324b5b17502SBarry Smith v = aa + ai[i] + 1; 325b5b17502SBarry Smith vj = aj + ai[i] + 1; 326b5b17502SBarry Smith nz = ai[i+1] - ai[i] - 1; 327b5b17502SBarry Smith while (nz--) t[*vj++] -= x[i]*(*v++); 328b5b17502SBarry Smith } 329dcca0238SPatrick Lacasse ierr = PetscLogFlops(2.0*(a->nz - m));CHKERRQ(ierr); 330b5b17502SBarry Smith for (i=m-1; i>=0; i--) { 331b5b17502SBarry Smith v = aa + ai[i] + 1; 332b5b17502SBarry Smith vj = aj + ai[i] + 1; 333b5b17502SBarry Smith nz = ai[i+1] - ai[i] - 1; 334b5b17502SBarry Smith sum = t[i]; 335b5b17502SBarry Smith while (nz--) sum -= x[*vj++]*(*v++); 336b5b17502SBarry Smith x[i] = (1-omega)*x[i] + omega*sum*aidiag[i]; 337b5b17502SBarry Smith } 338dcca0238SPatrick Lacasse ierr = PetscLogFlops(2.0*(a->nz + m));CHKERRQ(ierr); 339b5b17502SBarry Smith } 340b5b17502SBarry Smith } 341b5b17502SBarry Smith 342b5b17502SBarry Smith ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); 3433649974fSBarry Smith ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); 344b5b17502SBarry Smith PetscFunctionReturn(0); 345b5b17502SBarry Smith } 346