xref: /petsc/src/mat/impls/sbaij/seq/relax.h (revision a9ce9505f01da62170794a355b3de7218d911a17)
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