1c6db04a5SJed Brown #include <../src/mat/impls/sbaij/seq/sbaij.h>
2af0996ceSBarry Smith #include <petsc/private/kernels/blockinvert.h>
381278733SSatish Balay
481278733SSatish Balay /*
581278733SSatish Balay Version for when blocks are 4 by 4 Using natural ordering
681278733SSatish Balay */
MatCholeskyFactorNumeric_SeqSBAIJ_4_NaturalOrdering(Mat C,Mat A,const MatFactorInfo * info)7d71ae5a4SJacob Faibussowitsch PetscErrorCode MatCholeskyFactorNumeric_SeqSBAIJ_4_NaturalOrdering(Mat C, Mat A, const MatFactorInfo *info)
8d71ae5a4SJacob Faibussowitsch {
981278733SSatish Balay Mat_SeqSBAIJ *a = (Mat_SeqSBAIJ *)A->data, *b = (Mat_SeqSBAIJ *)C->data;
1013f74950SBarry Smith PetscInt i, j, mbs = a->mbs, *bi = b->i, *bj = b->j;
1113f74950SBarry Smith PetscInt *ai, *aj, k, k1, jmin, jmax, *jl, *il, vj, nexti, ili;
1281278733SSatish Balay MatScalar *ba = b->a, *aa, *ap, *dk, *uik;
1381278733SSatish Balay MatScalar *u, *diag, *rtmp, *rtmp_ptr;
14a455e926SHong Zhang PetscBool pivotinblocks = b->pivotinblocks;
15182b8fbaSHong Zhang PetscReal shift = info->shiftamount;
160164db54SHong Zhang PetscBool allowzeropivot, zeropivotdetected = PETSC_FALSE;
1781278733SSatish Balay
1881278733SSatish Balay PetscFunctionBegin;
1981278733SSatish Balay /* initialization */
200164db54SHong Zhang allowzeropivot = PetscNot(A->erroriffailure);
219566063dSJacob Faibussowitsch PetscCall(PetscCalloc1(16 * mbs, &rtmp));
229566063dSJacob Faibussowitsch PetscCall(PetscMalloc2(mbs, &il, mbs, &jl));
236df5ee2eSHong Zhang il[0] = 0;
246df5ee2eSHong Zhang for (i = 0; i < mbs; i++) jl[i] = mbs;
256df5ee2eSHong Zhang
269566063dSJacob Faibussowitsch PetscCall(PetscMalloc2(16, &dk, 16, &uik));
279371c9d4SSatish Balay ai = a->i;
289371c9d4SSatish Balay aj = a->j;
299371c9d4SSatish Balay aa = a->a;
3081278733SSatish Balay
3181278733SSatish Balay /* for each row k */
3281278733SSatish Balay for (k = 0; k < mbs; k++) {
3381278733SSatish Balay /*initialize k-th row with elements nonzero in row k of A */
349371c9d4SSatish Balay jmin = ai[k];
359371c9d4SSatish Balay jmax = ai[k + 1];
3681278733SSatish Balay if (jmin < jmax) {
3781278733SSatish Balay ap = aa + jmin * 16;
3881278733SSatish Balay for (j = jmin; j < jmax; j++) {
3981278733SSatish Balay vj = aj[j]; /* block col. index */
4081278733SSatish Balay rtmp_ptr = rtmp + vj * 16;
4181278733SSatish Balay for (i = 0; i < 16; i++) *rtmp_ptr++ = *ap++;
4281278733SSatish Balay }
4381278733SSatish Balay }
4481278733SSatish Balay
4581278733SSatish Balay /* modify k-th row by adding in those rows i with U(i,k) != 0 */
469566063dSJacob Faibussowitsch PetscCall(PetscArraycpy(dk, rtmp + k * 16, 16));
4781278733SSatish Balay i = jl[k]; /* first row to be added to k_th row */
4881278733SSatish Balay
4981278733SSatish Balay while (i < mbs) {
5081278733SSatish Balay nexti = jl[i]; /* next row to be added to k_th row */
5181278733SSatish Balay
5281278733SSatish Balay /* compute multiplier */
5381278733SSatish Balay ili = il[i]; /* index of first nonzero element in U(i,k:bms-1) */
5481278733SSatish Balay
5581278733SSatish Balay /* uik = -inv(Di)*U_bar(i,k) */
5681278733SSatish Balay diag = ba + i * 16;
5781278733SSatish Balay u = ba + ili * 16;
5881278733SSatish Balay
5981278733SSatish Balay uik[0] = -(diag[0] * u[0] + diag[4] * u[1] + diag[8] * u[2] + diag[12] * u[3]);
6081278733SSatish Balay uik[1] = -(diag[1] * u[0] + diag[5] * u[1] + diag[9] * u[2] + diag[13] * u[3]);
6181278733SSatish Balay uik[2] = -(diag[2] * u[0] + diag[6] * u[1] + diag[10] * u[2] + diag[14] * u[3]);
6281278733SSatish Balay uik[3] = -(diag[3] * u[0] + diag[7] * u[1] + diag[11] * u[2] + diag[15] * u[3]);
6381278733SSatish Balay
6481278733SSatish Balay uik[4] = -(diag[0] * u[4] + diag[4] * u[5] + diag[8] * u[6] + diag[12] * u[7]);
6581278733SSatish Balay uik[5] = -(diag[1] * u[4] + diag[5] * u[5] + diag[9] * u[6] + diag[13] * u[7]);
6681278733SSatish Balay uik[6] = -(diag[2] * u[4] + diag[6] * u[5] + diag[10] * u[6] + diag[14] * u[7]);
6781278733SSatish Balay uik[7] = -(diag[3] * u[4] + diag[7] * u[5] + diag[11] * u[6] + diag[15] * u[7]);
6881278733SSatish Balay
6981278733SSatish Balay uik[8] = -(diag[0] * u[8] + diag[4] * u[9] + diag[8] * u[10] + diag[12] * u[11]);
7081278733SSatish Balay uik[9] = -(diag[1] * u[8] + diag[5] * u[9] + diag[9] * u[10] + diag[13] * u[11]);
7181278733SSatish Balay uik[10] = -(diag[2] * u[8] + diag[6] * u[9] + diag[10] * u[10] + diag[14] * u[11]);
7281278733SSatish Balay uik[11] = -(diag[3] * u[8] + diag[7] * u[9] + diag[11] * u[10] + diag[15] * u[11]);
7381278733SSatish Balay
7481278733SSatish Balay uik[12] = -(diag[0] * u[12] + diag[4] * u[13] + diag[8] * u[14] + diag[12] * u[15]);
7581278733SSatish Balay uik[13] = -(diag[1] * u[12] + diag[5] * u[13] + diag[9] * u[14] + diag[13] * u[15]);
7681278733SSatish Balay uik[14] = -(diag[2] * u[12] + diag[6] * u[13] + diag[10] * u[14] + diag[14] * u[15]);
7781278733SSatish Balay uik[15] = -(diag[3] * u[12] + diag[7] * u[13] + diag[11] * u[14] + diag[15] * u[15]);
7881278733SSatish Balay
7981278733SSatish Balay /* update D(k) += -U(i,k)^T * U_bar(i,k) */
8081278733SSatish Balay dk[0] += uik[0] * u[0] + uik[1] * u[1] + uik[2] * u[2] + uik[3] * u[3];
8181278733SSatish Balay dk[1] += uik[4] * u[0] + uik[5] * u[1] + uik[6] * u[2] + uik[7] * u[3];
8281278733SSatish Balay dk[2] += uik[8] * u[0] + uik[9] * u[1] + uik[10] * u[2] + uik[11] * u[3];
8381278733SSatish Balay dk[3] += uik[12] * u[0] + uik[13] * u[1] + uik[14] * u[2] + uik[15] * u[3];
8481278733SSatish Balay
8581278733SSatish Balay dk[4] += uik[0] * u[4] + uik[1] * u[5] + uik[2] * u[6] + uik[3] * u[7];
8681278733SSatish Balay dk[5] += uik[4] * u[4] + uik[5] * u[5] + uik[6] * u[6] + uik[7] * u[7];
8781278733SSatish Balay dk[6] += uik[8] * u[4] + uik[9] * u[5] + uik[10] * u[6] + uik[11] * u[7];
8881278733SSatish Balay dk[7] += uik[12] * u[4] + uik[13] * u[5] + uik[14] * u[6] + uik[15] * u[7];
8981278733SSatish Balay
9081278733SSatish Balay dk[8] += uik[0] * u[8] + uik[1] * u[9] + uik[2] * u[10] + uik[3] * u[11];
9181278733SSatish Balay dk[9] += uik[4] * u[8] + uik[5] * u[9] + uik[6] * u[10] + uik[7] * u[11];
9281278733SSatish Balay dk[10] += uik[8] * u[8] + uik[9] * u[9] + uik[10] * u[10] + uik[11] * u[11];
9381278733SSatish Balay dk[11] += uik[12] * u[8] + uik[13] * u[9] + uik[14] * u[10] + uik[15] * u[11];
9481278733SSatish Balay
9581278733SSatish Balay dk[12] += uik[0] * u[12] + uik[1] * u[13] + uik[2] * u[14] + uik[3] * u[15];
9681278733SSatish Balay dk[13] += uik[4] * u[12] + uik[5] * u[13] + uik[6] * u[14] + uik[7] * u[15];
9781278733SSatish Balay dk[14] += uik[8] * u[12] + uik[9] * u[13] + uik[10] * u[14] + uik[11] * u[15];
9881278733SSatish Balay dk[15] += uik[12] * u[12] + uik[13] * u[13] + uik[14] * u[14] + uik[15] * u[15];
9981278733SSatish Balay
1009566063dSJacob Faibussowitsch PetscCall(PetscLogFlops(64.0 * 4.0));
101187a9f4bSHong Zhang
10281278733SSatish Balay /* update -U(i,k) */
1039566063dSJacob Faibussowitsch PetscCall(PetscArraycpy(ba + ili * 16, uik, 16));
10481278733SSatish Balay
10581278733SSatish Balay /* add multiple of row i to k-th row ... */
1069371c9d4SSatish Balay jmin = ili + 1;
1079371c9d4SSatish Balay jmax = bi[i + 1];
10881278733SSatish Balay if (jmin < jmax) {
10981278733SSatish Balay for (j = jmin; j < jmax; j++) {
11081278733SSatish Balay /* rtmp += -U(i,k)^T * U_bar(i,j) */
11181278733SSatish Balay rtmp_ptr = rtmp + bj[j] * 16;
11281278733SSatish Balay u = ba + j * 16;
11381278733SSatish Balay rtmp_ptr[0] += uik[0] * u[0] + uik[1] * u[1] + uik[2] * u[2] + uik[3] * u[3];
11481278733SSatish Balay rtmp_ptr[1] += uik[4] * u[0] + uik[5] * u[1] + uik[6] * u[2] + uik[7] * u[3];
11581278733SSatish Balay rtmp_ptr[2] += uik[8] * u[0] + uik[9] * u[1] + uik[10] * u[2] + uik[11] * u[3];
11681278733SSatish Balay rtmp_ptr[3] += uik[12] * u[0] + uik[13] * u[1] + uik[14] * u[2] + uik[15] * u[3];
11781278733SSatish Balay
11881278733SSatish Balay rtmp_ptr[4] += uik[0] * u[4] + uik[1] * u[5] + uik[2] * u[6] + uik[3] * u[7];
11981278733SSatish Balay rtmp_ptr[5] += uik[4] * u[4] + uik[5] * u[5] + uik[6] * u[6] + uik[7] * u[7];
12081278733SSatish Balay rtmp_ptr[6] += uik[8] * u[4] + uik[9] * u[5] + uik[10] * u[6] + uik[11] * u[7];
12181278733SSatish Balay rtmp_ptr[7] += uik[12] * u[4] + uik[13] * u[5] + uik[14] * u[6] + uik[15] * u[7];
12281278733SSatish Balay
12381278733SSatish Balay rtmp_ptr[8] += uik[0] * u[8] + uik[1] * u[9] + uik[2] * u[10] + uik[3] * u[11];
12481278733SSatish Balay rtmp_ptr[9] += uik[4] * u[8] + uik[5] * u[9] + uik[6] * u[10] + uik[7] * u[11];
12581278733SSatish Balay rtmp_ptr[10] += uik[8] * u[8] + uik[9] * u[9] + uik[10] * u[10] + uik[11] * u[11];
12681278733SSatish Balay rtmp_ptr[11] += uik[12] * u[8] + uik[13] * u[9] + uik[14] * u[10] + uik[15] * u[11];
12781278733SSatish Balay
12881278733SSatish Balay rtmp_ptr[12] += uik[0] * u[12] + uik[1] * u[13] + uik[2] * u[14] + uik[3] * u[15];
12981278733SSatish Balay rtmp_ptr[13] += uik[4] * u[12] + uik[5] * u[13] + uik[6] * u[14] + uik[7] * u[15];
13081278733SSatish Balay rtmp_ptr[14] += uik[8] * u[12] + uik[9] * u[13] + uik[10] * u[14] + uik[11] * u[15];
13181278733SSatish Balay rtmp_ptr[15] += uik[12] * u[12] + uik[13] * u[13] + uik[14] * u[14] + uik[15] * u[15];
13281278733SSatish Balay }
1339566063dSJacob Faibussowitsch PetscCall(PetscLogFlops(2.0 * 64.0 * (jmax - jmin)));
13481278733SSatish Balay
13581278733SSatish Balay /* ... add i to row list for next nonzero entry */
13681278733SSatish Balay il[i] = jmin; /* update il(i) in column k+1, ... mbs-1 */
13781278733SSatish Balay j = bj[jmin];
1389371c9d4SSatish Balay jl[i] = jl[j];
1399371c9d4SSatish Balay jl[j] = i; /* update jl */
14081278733SSatish Balay }
14181278733SSatish Balay i = nexti;
14281278733SSatish Balay }
14381278733SSatish Balay
14481278733SSatish Balay /* save nonzero entries in k-th row of U ... */
14581278733SSatish Balay
14681278733SSatish Balay /* invert diagonal block */
14781278733SSatish Balay diag = ba + k * 16;
1489566063dSJacob Faibussowitsch PetscCall(PetscArraycpy(diag, dk, 16));
149bcd9e38bSBarry Smith if (pivotinblocks) {
1509566063dSJacob Faibussowitsch PetscCall(PetscKernel_A_gets_inverse_A_4(diag, shift, allowzeropivot, &zeropivotdetected));
1517b6c816cSBarry Smith if (zeropivotdetected) C->factorerrortype = MAT_FACTOR_NUMERIC_ZEROPIVOT;
152bcd9e38bSBarry Smith } else {
1539566063dSJacob Faibussowitsch PetscCall(PetscKernel_A_gets_inverse_A_4_nopivot(diag));
154bcd9e38bSBarry Smith }
15581278733SSatish Balay
1569371c9d4SSatish Balay jmin = bi[k];
1579371c9d4SSatish Balay jmax = bi[k + 1];
15881278733SSatish Balay if (jmin < jmax) {
15981278733SSatish Balay for (j = jmin; j < jmax; j++) {
16081278733SSatish Balay vj = bj[j]; /* block col. index of U */
16181278733SSatish Balay u = ba + j * 16;
16281278733SSatish Balay rtmp_ptr = rtmp + vj * 16;
16381278733SSatish Balay for (k1 = 0; k1 < 16; k1++) {
16481278733SSatish Balay *u++ = *rtmp_ptr;
16581278733SSatish Balay *rtmp_ptr++ = 0.0;
16681278733SSatish Balay }
16781278733SSatish Balay }
16881278733SSatish Balay
16981278733SSatish Balay /* ... add k to row list for first nonzero entry in k-th row */
17081278733SSatish Balay il[k] = jmin;
17181278733SSatish Balay i = bj[jmin];
1729371c9d4SSatish Balay jl[k] = jl[i];
1739371c9d4SSatish Balay jl[i] = k;
17481278733SSatish Balay }
17581278733SSatish Balay }
17681278733SSatish Balay
1779566063dSJacob Faibussowitsch PetscCall(PetscFree(rtmp));
1789566063dSJacob Faibussowitsch PetscCall(PetscFree2(il, jl));
1799566063dSJacob Faibussowitsch PetscCall(PetscFree2(dk, uik));
18081278733SSatish Balay
1814f79d315SHong Zhang C->ops->solve = MatSolve_SeqSBAIJ_4_NaturalOrdering_inplace;
1824f79d315SHong Zhang C->ops->solvetranspose = MatSolve_SeqSBAIJ_4_NaturalOrdering_inplace;
1834f79d315SHong Zhang C->ops->forwardsolve = MatForwardSolve_SeqSBAIJ_4_NaturalOrdering_inplace;
1844f79d315SHong Zhang C->ops->backwardsolve = MatBackwardSolve_SeqSBAIJ_4_NaturalOrdering_inplace;
185db4efbfdSBarry Smith
18681278733SSatish Balay C->assembled = PETSC_TRUE;
18781278733SSatish Balay C->preallocated = PETSC_TRUE;
18826fbe8dcSKarl Rupp
1899566063dSJacob Faibussowitsch PetscCall(PetscLogFlops(1.3333 * 64 * b->mbs)); /* from inverting diagonal blocks */
190*3ba16761SJacob Faibussowitsch PetscFunctionReturn(PETSC_SUCCESS);
19181278733SSatish Balay }
192