/* Factorization code for BAIJ format. */ #include <../src/mat/impls/baij/seq/baij.h> #include /* Version for when blocks are 6 by 6 */ PetscErrorCode MatILUFactorNumeric_SeqBAIJ_6_inplace(Mat C, Mat A, const MatFactorInfo *info) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data, *b = (Mat_SeqBAIJ *)C->data; IS isrow = b->row, isicol = b->icol; const PetscInt *ajtmpold, *ajtmp, *diag_offset = b->diag, *r, *ic, *bi = b->i, *bj = b->j, *ai = a->i, *aj = a->j, *pj; PetscInt nz, row, i, j, n = a->mbs, idx; MatScalar *pv, *v, *rtmp, *pc, *w, *x; MatScalar p1, p2, p3, p4, m1, m2, m3, m4, m5, m6, m7, m8, m9, x1, x2, x3, x4; MatScalar p5, p6, p7, p8, p9, x5, x6, x7, x8, x9, x10, x11, x12, x13, x14, x15, x16; MatScalar x17, x18, x19, x20, x21, x22, x23, x24, x25, p10, p11, p12, p13, p14; MatScalar p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, m10, m11, m12; MatScalar m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25; MatScalar p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36; MatScalar x26, x27, x28, x29, x30, x31, x32, x33, x34, x35, x36; MatScalar m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36; MatScalar *ba = b->a, *aa = a->a; PetscReal shift = info->shiftamount; PetscBool allowzeropivot, zeropivotdetected; PetscFunctionBegin; /* Since A is C and C is labeled as a factored matrix we need to lie to MatGetDiagonalMarkers_SeqBAIJ() to get it to compute the diagonals */ A->factortype = MAT_FACTOR_NONE; PetscCall(MatGetDiagonalMarkers_SeqBAIJ(A, &diag_offset, NULL)); A->factortype = MAT_FACTOR_ILU; allowzeropivot = PetscNot(A->erroriffailure); PetscCall(ISGetIndices(isrow, &r)); PetscCall(ISGetIndices(isicol, &ic)); PetscCall(PetscMalloc1(36 * (n + 1), &rtmp)); for (i = 0; i < n; i++) { nz = bi[i + 1] - bi[i]; ajtmp = bj + bi[i]; for (j = 0; j < nz; j++) { x = rtmp + 36 * ajtmp[j]; x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0; x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0; x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = x[25] = 0.0; x[26] = x[27] = x[28] = x[29] = x[30] = x[31] = x[32] = x[33] = 0.0; x[34] = x[35] = 0.0; } /* load in initial (unfactored row) */ idx = r[i]; nz = ai[idx + 1] - ai[idx]; ajtmpold = aj + ai[idx]; v = aa + 36 * ai[idx]; for (j = 0; j < nz; j++) { x = rtmp + 36 * ic[ajtmpold[j]]; x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3]; x[4] = v[4]; x[5] = v[5]; x[6] = v[6]; x[7] = v[7]; x[8] = v[8]; x[9] = v[9]; x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13]; x[14] = v[14]; x[15] = v[15]; x[16] = v[16]; x[17] = v[17]; x[18] = v[18]; x[19] = v[19]; x[20] = v[20]; x[21] = v[21]; x[22] = v[22]; x[23] = v[23]; x[24] = v[24]; x[25] = v[25]; x[26] = v[26]; x[27] = v[27]; x[28] = v[28]; x[29] = v[29]; x[30] = v[30]; x[31] = v[31]; x[32] = v[32]; x[33] = v[33]; x[34] = v[34]; x[35] = v[35]; v += 36; } row = *ajtmp++; while (row < i) { pc = rtmp + 36 * row; p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3]; p5 = pc[4]; p6 = pc[5]; p7 = pc[6]; p8 = pc[7]; p9 = pc[8]; p10 = pc[9]; p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13]; p15 = pc[14]; p16 = pc[15]; p17 = pc[16]; p18 = pc[17]; p19 = pc[18]; p20 = pc[19]; p21 = pc[20]; p22 = pc[21]; p23 = pc[22]; p24 = pc[23]; p25 = pc[24]; p26 = pc[25]; p27 = pc[26]; p28 = pc[27]; p29 = pc[28]; p30 = pc[29]; p31 = pc[30]; p32 = pc[31]; p33 = pc[32]; p34 = pc[33]; p35 = pc[34]; p36 = pc[35]; if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 || p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 || p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0 || p16 != 0.0 || p17 != 0.0 || p18 != 0.0 || p19 != 0.0 || p20 != 0.0 || p21 != 0.0 || p22 != 0.0 || p23 != 0.0 || p24 != 0.0 || p25 != 0.0 || p26 != 0.0 || p27 != 0.0 || p28 != 0.0 || p29 != 0.0 || p30 != 0.0 || p31 != 0.0 || p32 != 0.0 || p33 != 0.0 || p34 != 0.0 || p35 != 0.0 || p36 != 0.0) { pv = ba + 36 * diag_offset[row]; pj = bj + diag_offset[row] + 1; x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3]; x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8]; x10 = pv[9]; x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15]; x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19]; x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23]; x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27]; x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31]; x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35]; pc[0] = m1 = p1 * x1 + p7 * x2 + p13 * x3 + p19 * x4 + p25 * x5 + p31 * x6; pc[1] = m2 = p2 * x1 + p8 * x2 + p14 * x3 + p20 * x4 + p26 * x5 + p32 * x6; pc[2] = m3 = p3 * x1 + p9 * x2 + p15 * x3 + p21 * x4 + p27 * x5 + p33 * x6; pc[3] = m4 = p4 * x1 + p10 * x2 + p16 * x3 + p22 * x4 + p28 * x5 + p34 * x6; pc[4] = m5 = p5 * x1 + p11 * x2 + p17 * x3 + p23 * x4 + p29 * x5 + p35 * x6; pc[5] = m6 = p6 * x1 + p12 * x2 + p18 * x3 + p24 * x4 + p30 * x5 + p36 * x6; pc[6] = m7 = p1 * x7 + p7 * x8 + p13 * x9 + p19 * x10 + p25 * x11 + p31 * x12; pc[7] = m8 = p2 * x7 + p8 * x8 + p14 * x9 + p20 * x10 + p26 * x11 + p32 * x12; pc[8] = m9 = p3 * x7 + p9 * x8 + p15 * x9 + p21 * x10 + p27 * x11 + p33 * x12; pc[9] = m10 = p4 * x7 + p10 * x8 + p16 * x9 + p22 * x10 + p28 * x11 + p34 * x12; pc[10] = m11 = p5 * x7 + p11 * x8 + p17 * x9 + p23 * x10 + p29 * x11 + p35 * x12; pc[11] = m12 = p6 * x7 + p12 * x8 + p18 * x9 + p24 * x10 + p30 * x11 + p36 * x12; pc[12] = m13 = p1 * x13 + p7 * x14 + p13 * x15 + p19 * x16 + p25 * x17 + p31 * x18; pc[13] = m14 = p2 * x13 + p8 * x14 + p14 * x15 + p20 * x16 + p26 * x17 + p32 * x18; pc[14] = m15 = p3 * x13 + p9 * x14 + p15 * x15 + p21 * x16 + p27 * x17 + p33 * x18; pc[15] = m16 = p4 * x13 + p10 * x14 + p16 * x15 + p22 * x16 + p28 * x17 + p34 * x18; pc[16] = m17 = p5 * x13 + p11 * x14 + p17 * x15 + p23 * x16 + p29 * x17 + p35 * x18; pc[17] = m18 = p6 * x13 + p12 * x14 + p18 * x15 + p24 * x16 + p30 * x17 + p36 * x18; pc[18] = m19 = p1 * x19 + p7 * x20 + p13 * x21 + p19 * x22 + p25 * x23 + p31 * x24; pc[19] = m20 = p2 * x19 + p8 * x20 + p14 * x21 + p20 * x22 + p26 * x23 + p32 * x24; pc[20] = m21 = p3 * x19 + p9 * x20 + p15 * x21 + p21 * x22 + p27 * x23 + p33 * x24; pc[21] = m22 = p4 * x19 + p10 * x20 + p16 * x21 + p22 * x22 + p28 * x23 + p34 * x24; pc[22] = m23 = p5 * x19 + p11 * x20 + p17 * x21 + p23 * x22 + p29 * x23 + p35 * x24; pc[23] = m24 = p6 * x19 + p12 * x20 + p18 * x21 + p24 * x22 + p30 * x23 + p36 * x24; pc[24] = m25 = p1 * x25 + p7 * x26 + p13 * x27 + p19 * x28 + p25 * x29 + p31 * x30; pc[25] = m26 = p2 * x25 + p8 * x26 + p14 * x27 + p20 * x28 + p26 * x29 + p32 * x30; pc[26] = m27 = p3 * x25 + p9 * x26 + p15 * x27 + p21 * x28 + p27 * x29 + p33 * x30; pc[27] = m28 = p4 * x25 + p10 * x26 + p16 * x27 + p22 * x28 + p28 * x29 + p34 * x30; pc[28] = m29 = p5 * x25 + p11 * x26 + p17 * x27 + p23 * x28 + p29 * x29 + p35 * x30; pc[29] = m30 = p6 * x25 + p12 * x26 + p18 * x27 + p24 * x28 + p30 * x29 + p36 * x30; pc[30] = m31 = p1 * x31 + p7 * x32 + p13 * x33 + p19 * x34 + p25 * x35 + p31 * x36; pc[31] = m32 = p2 * x31 + p8 * x32 + p14 * x33 + p20 * x34 + p26 * x35 + p32 * x36; pc[32] = m33 = p3 * x31 + p9 * x32 + p15 * x33 + p21 * x34 + p27 * x35 + p33 * x36; pc[33] = m34 = p4 * x31 + p10 * x32 + p16 * x33 + p22 * x34 + p28 * x35 + p34 * x36; pc[34] = m35 = p5 * x31 + p11 * x32 + p17 * x33 + p23 * x34 + p29 * x35 + p35 * x36; pc[35] = m36 = p6 * x31 + p12 * x32 + p18 * x33 + p24 * x34 + p30 * x35 + p36 * x36; nz = bi[row + 1] - diag_offset[row] - 1; pv += 36; for (j = 0; j < nz; j++) { x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3]; x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8]; x10 = pv[9]; x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15]; x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19]; x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23]; x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27]; x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31]; x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35]; x = rtmp + 36 * pj[j]; x[0] -= m1 * x1 + m7 * x2 + m13 * x3 + m19 * x4 + m25 * x5 + m31 * x6; x[1] -= m2 * x1 + m8 * x2 + m14 * x3 + m20 * x4 + m26 * x5 + m32 * x6; x[2] -= m3 * x1 + m9 * x2 + m15 * x3 + m21 * x4 + m27 * x5 + m33 * x6; x[3] -= m4 * x1 + m10 * x2 + m16 * x3 + m22 * x4 + m28 * x5 + m34 * x6; x[4] -= m5 * x1 + m11 * x2 + m17 * x3 + m23 * x4 + m29 * x5 + m35 * x6; x[5] -= m6 * x1 + m12 * x2 + m18 * x3 + m24 * x4 + m30 * x5 + m36 * x6; x[6] -= m1 * x7 + m7 * x8 + m13 * x9 + m19 * x10 + m25 * x11 + m31 * x12; x[7] -= m2 * x7 + m8 * x8 + m14 * x9 + m20 * x10 + m26 * x11 + m32 * x12; x[8] -= m3 * x7 + m9 * x8 + m15 * x9 + m21 * x10 + m27 * x11 + m33 * x12; x[9] -= m4 * x7 + m10 * x8 + m16 * x9 + m22 * x10 + m28 * x11 + m34 * x12; x[10] -= m5 * x7 + m11 * x8 + m17 * x9 + m23 * x10 + m29 * x11 + m35 * x12; x[11] -= m6 * x7 + m12 * x8 + m18 * x9 + m24 * x10 + m30 * x11 + m36 * x12; x[12] -= m1 * x13 + m7 * x14 + m13 * x15 + m19 * x16 + m25 * x17 + m31 * x18; x[13] -= m2 * x13 + m8 * x14 + m14 * x15 + m20 * x16 + m26 * x17 + m32 * x18; x[14] -= m3 * x13 + m9 * x14 + m15 * x15 + m21 * x16 + m27 * x17 + m33 * x18; x[15] -= m4 * x13 + m10 * x14 + m16 * x15 + m22 * x16 + m28 * x17 + m34 * x18; x[16] -= m5 * x13 + m11 * x14 + m17 * x15 + m23 * x16 + m29 * x17 + m35 * x18; x[17] -= m6 * x13 + m12 * x14 + m18 * x15 + m24 * x16 + m30 * x17 + m36 * x18; x[18] -= m1 * x19 + m7 * x20 + m13 * x21 + m19 * x22 + m25 * x23 + m31 * x24; x[19] -= m2 * x19 + m8 * x20 + m14 * x21 + m20 * x22 + m26 * x23 + m32 * x24; x[20] -= m3 * x19 + m9 * x20 + m15 * x21 + m21 * x22 + m27 * x23 + m33 * x24; x[21] -= m4 * x19 + m10 * x20 + m16 * x21 + m22 * x22 + m28 * x23 + m34 * x24; x[22] -= m5 * x19 + m11 * x20 + m17 * x21 + m23 * x22 + m29 * x23 + m35 * x24; x[23] -= m6 * x19 + m12 * x20 + m18 * x21 + m24 * x22 + m30 * x23 + m36 * x24; x[24] -= m1 * x25 + m7 * x26 + m13 * x27 + m19 * x28 + m25 * x29 + m31 * x30; x[25] -= m2 * x25 + m8 * x26 + m14 * x27 + m20 * x28 + m26 * x29 + m32 * x30; x[26] -= m3 * x25 + m9 * x26 + m15 * x27 + m21 * x28 + m27 * x29 + m33 * x30; x[27] -= m4 * x25 + m10 * x26 + m16 * x27 + m22 * x28 + m28 * x29 + m34 * x30; x[28] -= m5 * x25 + m11 * x26 + m17 * x27 + m23 * x28 + m29 * x29 + m35 * x30; x[29] -= m6 * x25 + m12 * x26 + m18 * x27 + m24 * x28 + m30 * x29 + m36 * x30; x[30] -= m1 * x31 + m7 * x32 + m13 * x33 + m19 * x34 + m25 * x35 + m31 * x36; x[31] -= m2 * x31 + m8 * x32 + m14 * x33 + m20 * x34 + m26 * x35 + m32 * x36; x[32] -= m3 * x31 + m9 * x32 + m15 * x33 + m21 * x34 + m27 * x35 + m33 * x36; x[33] -= m4 * x31 + m10 * x32 + m16 * x33 + m22 * x34 + m28 * x35 + m34 * x36; x[34] -= m5 * x31 + m11 * x32 + m17 * x33 + m23 * x34 + m29 * x35 + m35 * x36; x[35] -= m6 * x31 + m12 * x32 + m18 * x33 + m24 * x34 + m30 * x35 + m36 * x36; pv += 36; } PetscCall(PetscLogFlops(432.0 * nz + 396.0)); } row = *ajtmp++; } /* finished row so stick it into b->a */ pv = ba + 36 * bi[i]; pj = bj + bi[i]; nz = bi[i + 1] - bi[i]; for (j = 0; j < nz; j++) { x = rtmp + 36 * pj[j]; pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3]; pv[4] = x[4]; pv[5] = x[5]; pv[6] = x[6]; pv[7] = x[7]; pv[8] = x[8]; pv[9] = x[9]; pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12]; pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15]; pv[16] = x[16]; pv[17] = x[17]; pv[18] = x[18]; pv[19] = x[19]; pv[20] = x[20]; pv[21] = x[21]; pv[22] = x[22]; pv[23] = x[23]; pv[24] = x[24]; pv[25] = x[25]; pv[26] = x[26]; pv[27] = x[27]; pv[28] = x[28]; pv[29] = x[29]; pv[30] = x[30]; pv[31] = x[31]; pv[32] = x[32]; pv[33] = x[33]; pv[34] = x[34]; pv[35] = x[35]; pv += 36; } /* invert diagonal block */ w = ba + 36 * diag_offset[i]; PetscCall(PetscKernel_A_gets_inverse_A_6(w, shift, allowzeropivot, &zeropivotdetected)); if (zeropivotdetected) C->factorerrortype = MAT_FACTOR_NUMERIC_ZEROPIVOT; } PetscCall(PetscFree(rtmp)); PetscCall(ISRestoreIndices(isicol, &ic)); PetscCall(ISRestoreIndices(isrow, &r)); C->ops->solve = MatSolve_SeqBAIJ_6_inplace; C->ops->solvetranspose = MatSolveTranspose_SeqBAIJ_6_inplace; C->assembled = PETSC_TRUE; PetscCall(PetscLogFlops(1.333333333333 * 6 * 6 * 6 * b->mbs)); /* from inverting diagonal blocks */ PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatLUFactorNumeric_SeqBAIJ_6(Mat B, Mat A, const MatFactorInfo *info) { Mat C = B; Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data, *b = (Mat_SeqBAIJ *)C->data; IS isrow = b->row, isicol = b->icol; const PetscInt *r, *ic; PetscInt i, j, k, nz, nzL, row; const PetscInt n = a->mbs, *ai = a->i, *aj = a->j, *bi = b->i, *bj = b->j; const PetscInt *ajtmp, *bjtmp, *bdiag = b->diag, *pj, bs2 = a->bs2; MatScalar *rtmp, *pc, *mwork, *v, *pv, *aa = a->a; PetscInt flg; PetscReal shift = info->shiftamount; PetscBool allowzeropivot, zeropivotdetected; PetscFunctionBegin; allowzeropivot = PetscNot(A->erroriffailure); PetscCall(ISGetIndices(isrow, &r)); PetscCall(ISGetIndices(isicol, &ic)); /* generate work space needed by the factorization */ PetscCall(PetscMalloc2(bs2 * n, &rtmp, bs2, &mwork)); PetscCall(PetscArrayzero(rtmp, bs2 * n)); for (i = 0; i < n; i++) { /* zero rtmp */ /* L part */ nz = bi[i + 1] - bi[i]; bjtmp = bj + bi[i]; for (j = 0; j < nz; j++) PetscCall(PetscArrayzero(rtmp + bs2 * bjtmp[j], bs2)); /* U part */ nz = bdiag[i] - bdiag[i + 1]; bjtmp = bj + bdiag[i + 1] + 1; for (j = 0; j < nz; j++) PetscCall(PetscArrayzero(rtmp + bs2 * bjtmp[j], bs2)); /* load in initial (unfactored row) */ nz = ai[r[i] + 1] - ai[r[i]]; ajtmp = aj + ai[r[i]]; v = aa + bs2 * ai[r[i]]; for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(rtmp + bs2 * ic[ajtmp[j]], v + bs2 * j, bs2)); /* elimination */ bjtmp = bj + bi[i]; nzL = bi[i + 1] - bi[i]; for (k = 0; k < nzL; k++) { row = bjtmp[k]; pc = rtmp + bs2 * row; for (flg = 0, j = 0; j < bs2; j++) { if (pc[j] != 0.0) { flg = 1; break; } } if (flg) { pv = b->a + bs2 * bdiag[row]; /* PetscKernel_A_gets_A_times_B(bs,pc,pv,mwork); *pc = *pc * (*pv); */ PetscCall(PetscKernel_A_gets_A_times_B_6(pc, pv, mwork)); pj = b->j + bdiag[row + 1] + 1; /* beginning of U(row,:) */ pv = b->a + bs2 * (bdiag[row + 1] + 1); nz = bdiag[row] - bdiag[row + 1] - 1; /* num of entries inU(row,:), excluding diag */ for (j = 0; j < nz; j++) { /* PetscKernel_A_gets_A_minus_B_times_C(bs,rtmp+bs2*pj[j],pc,pv+bs2*j); */ /* rtmp+bs2*pj[j] = rtmp+bs2*pj[j] - (*pc)*(pv+bs2*j) */ v = rtmp + bs2 * pj[j]; PetscCall(PetscKernel_A_gets_A_minus_B_times_C_6(v, pc, pv)); pv += bs2; } PetscCall(PetscLogFlops(432.0 * nz + 396)); /* flops = 2*bs^3*nz + 2*bs^3 - bs2) */ } } /* finished row so stick it into b->a */ /* L part */ pv = b->a + bs2 * bi[i]; pj = b->j + bi[i]; nz = bi[i + 1] - bi[i]; for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(pv + bs2 * j, rtmp + bs2 * pj[j], bs2)); /* Mark diagonal and invert diagonal for simpler triangular solves */ pv = b->a + bs2 * bdiag[i]; pj = b->j + bdiag[i]; PetscCall(PetscArraycpy(pv, rtmp + bs2 * pj[0], bs2)); PetscCall(PetscKernel_A_gets_inverse_A_6(pv, shift, allowzeropivot, &zeropivotdetected)); if (zeropivotdetected) C->factorerrortype = MAT_FACTOR_NUMERIC_ZEROPIVOT; /* U part */ pv = b->a + bs2 * (bdiag[i + 1] + 1); pj = b->j + bdiag[i + 1] + 1; nz = bdiag[i] - bdiag[i + 1] - 1; for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(pv + bs2 * j, rtmp + bs2 * pj[j], bs2)); } PetscCall(PetscFree2(rtmp, mwork)); PetscCall(ISRestoreIndices(isicol, &ic)); PetscCall(ISRestoreIndices(isrow, &r)); C->ops->solve = MatSolve_SeqBAIJ_6; C->ops->solvetranspose = MatSolveTranspose_SeqBAIJ_6; C->assembled = PETSC_TRUE; PetscCall(PetscLogFlops(1.333333333333 * 6 * 6 * 6 * n)); /* from inverting diagonal blocks */ PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatILUFactorNumeric_SeqBAIJ_6_NaturalOrdering_inplace(Mat C, Mat A, const MatFactorInfo *info) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data, *b = (Mat_SeqBAIJ *)C->data; PetscInt i, j, n = a->mbs, *bi = b->i, *bj = b->j; PetscInt *ajtmpold, *ajtmp, nz, row; PetscInt *ai = a->i, *aj = a->j, *pj; const PetscInt *diag_offset; MatScalar *pv, *v, *rtmp, *pc, *w, *x; MatScalar x1, x2, x3, x4, x5, x6, x7, x8, x9, x10, x11, x12, x13, x14, x15; MatScalar x16, x17, x18, x19, x20, x21, x22, x23, x24, x25; MatScalar p1, p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15; MatScalar p16, p17, p18, p19, p20, p21, p22, p23, p24, p25; MatScalar m1, m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15; MatScalar m16, m17, m18, m19, m20, m21, m22, m23, m24, m25; MatScalar p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36; MatScalar x26, x27, x28, x29, x30, x31, x32, x33, x34, x35, x36; MatScalar m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36; MatScalar *ba = b->a, *aa = a->a; PetscReal shift = info->shiftamount; PetscBool allowzeropivot, zeropivotdetected; PetscFunctionBegin; /* Since A is C and C is labeled as a factored matrix we need to lie to MatGetDiagonalMarkers_SeqBAIJ() to get it to compute the diagonals */ A->factortype = MAT_FACTOR_NONE; PetscCall(MatGetDiagonalMarkers_SeqBAIJ(A, &diag_offset, NULL)); A->factortype = MAT_FACTOR_ILU; allowzeropivot = PetscNot(A->erroriffailure); PetscCall(PetscMalloc1(36 * (n + 1), &rtmp)); for (i = 0; i < n; i++) { nz = bi[i + 1] - bi[i]; ajtmp = bj + bi[i]; for (j = 0; j < nz; j++) { x = rtmp + 36 * ajtmp[j]; x[0] = x[1] = x[2] = x[3] = x[4] = x[5] = x[6] = x[7] = x[8] = x[9] = 0.0; x[10] = x[11] = x[12] = x[13] = x[14] = x[15] = x[16] = x[17] = 0.0; x[18] = x[19] = x[20] = x[21] = x[22] = x[23] = x[24] = x[25] = 0.0; x[26] = x[27] = x[28] = x[29] = x[30] = x[31] = x[32] = x[33] = 0.0; x[34] = x[35] = 0.0; } /* load in initial (unfactored row) */ nz = ai[i + 1] - ai[i]; ajtmpold = aj + ai[i]; v = aa + 36 * ai[i]; for (j = 0; j < nz; j++) { x = rtmp + 36 * ajtmpold[j]; x[0] = v[0]; x[1] = v[1]; x[2] = v[2]; x[3] = v[3]; x[4] = v[4]; x[5] = v[5]; x[6] = v[6]; x[7] = v[7]; x[8] = v[8]; x[9] = v[9]; x[10] = v[10]; x[11] = v[11]; x[12] = v[12]; x[13] = v[13]; x[14] = v[14]; x[15] = v[15]; x[16] = v[16]; x[17] = v[17]; x[18] = v[18]; x[19] = v[19]; x[20] = v[20]; x[21] = v[21]; x[22] = v[22]; x[23] = v[23]; x[24] = v[24]; x[25] = v[25]; x[26] = v[26]; x[27] = v[27]; x[28] = v[28]; x[29] = v[29]; x[30] = v[30]; x[31] = v[31]; x[32] = v[32]; x[33] = v[33]; x[34] = v[34]; x[35] = v[35]; v += 36; } row = *ajtmp++; while (row < i) { pc = rtmp + 36 * row; p1 = pc[0]; p2 = pc[1]; p3 = pc[2]; p4 = pc[3]; p5 = pc[4]; p6 = pc[5]; p7 = pc[6]; p8 = pc[7]; p9 = pc[8]; p10 = pc[9]; p11 = pc[10]; p12 = pc[11]; p13 = pc[12]; p14 = pc[13]; p15 = pc[14]; p16 = pc[15]; p17 = pc[16]; p18 = pc[17]; p19 = pc[18]; p20 = pc[19]; p21 = pc[20]; p22 = pc[21]; p23 = pc[22]; p24 = pc[23]; p25 = pc[24]; p26 = pc[25]; p27 = pc[26]; p28 = pc[27]; p29 = pc[28]; p30 = pc[29]; p31 = pc[30]; p32 = pc[31]; p33 = pc[32]; p34 = pc[33]; p35 = pc[34]; p36 = pc[35]; if (p1 != 0.0 || p2 != 0.0 || p3 != 0.0 || p4 != 0.0 || p5 != 0.0 || p6 != 0.0 || p7 != 0.0 || p8 != 0.0 || p9 != 0.0 || p10 != 0.0 || p11 != 0.0 || p12 != 0.0 || p13 != 0.0 || p14 != 0.0 || p15 != 0.0 || p16 != 0.0 || p17 != 0.0 || p18 != 0.0 || p19 != 0.0 || p20 != 0.0 || p21 != 0.0 || p22 != 0.0 || p23 != 0.0 || p24 != 0.0 || p25 != 0.0 || p26 != 0.0 || p27 != 0.0 || p28 != 0.0 || p29 != 0.0 || p30 != 0.0 || p31 != 0.0 || p32 != 0.0 || p33 != 0.0 || p34 != 0.0 || p35 != 0.0 || p36 != 0.0) { pv = ba + 36 * diag_offset[row]; pj = bj + diag_offset[row] + 1; x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3]; x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8]; x10 = pv[9]; x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15]; x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19]; x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23]; x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27]; x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31]; x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35]; pc[0] = m1 = p1 * x1 + p7 * x2 + p13 * x3 + p19 * x4 + p25 * x5 + p31 * x6; pc[1] = m2 = p2 * x1 + p8 * x2 + p14 * x3 + p20 * x4 + p26 * x5 + p32 * x6; pc[2] = m3 = p3 * x1 + p9 * x2 + p15 * x3 + p21 * x4 + p27 * x5 + p33 * x6; pc[3] = m4 = p4 * x1 + p10 * x2 + p16 * x3 + p22 * x4 + p28 * x5 + p34 * x6; pc[4] = m5 = p5 * x1 + p11 * x2 + p17 * x3 + p23 * x4 + p29 * x5 + p35 * x6; pc[5] = m6 = p6 * x1 + p12 * x2 + p18 * x3 + p24 * x4 + p30 * x5 + p36 * x6; pc[6] = m7 = p1 * x7 + p7 * x8 + p13 * x9 + p19 * x10 + p25 * x11 + p31 * x12; pc[7] = m8 = p2 * x7 + p8 * x8 + p14 * x9 + p20 * x10 + p26 * x11 + p32 * x12; pc[8] = m9 = p3 * x7 + p9 * x8 + p15 * x9 + p21 * x10 + p27 * x11 + p33 * x12; pc[9] = m10 = p4 * x7 + p10 * x8 + p16 * x9 + p22 * x10 + p28 * x11 + p34 * x12; pc[10] = m11 = p5 * x7 + p11 * x8 + p17 * x9 + p23 * x10 + p29 * x11 + p35 * x12; pc[11] = m12 = p6 * x7 + p12 * x8 + p18 * x9 + p24 * x10 + p30 * x11 + p36 * x12; pc[12] = m13 = p1 * x13 + p7 * x14 + p13 * x15 + p19 * x16 + p25 * x17 + p31 * x18; pc[13] = m14 = p2 * x13 + p8 * x14 + p14 * x15 + p20 * x16 + p26 * x17 + p32 * x18; pc[14] = m15 = p3 * x13 + p9 * x14 + p15 * x15 + p21 * x16 + p27 * x17 + p33 * x18; pc[15] = m16 = p4 * x13 + p10 * x14 + p16 * x15 + p22 * x16 + p28 * x17 + p34 * x18; pc[16] = m17 = p5 * x13 + p11 * x14 + p17 * x15 + p23 * x16 + p29 * x17 + p35 * x18; pc[17] = m18 = p6 * x13 + p12 * x14 + p18 * x15 + p24 * x16 + p30 * x17 + p36 * x18; pc[18] = m19 = p1 * x19 + p7 * x20 + p13 * x21 + p19 * x22 + p25 * x23 + p31 * x24; pc[19] = m20 = p2 * x19 + p8 * x20 + p14 * x21 + p20 * x22 + p26 * x23 + p32 * x24; pc[20] = m21 = p3 * x19 + p9 * x20 + p15 * x21 + p21 * x22 + p27 * x23 + p33 * x24; pc[21] = m22 = p4 * x19 + p10 * x20 + p16 * x21 + p22 * x22 + p28 * x23 + p34 * x24; pc[22] = m23 = p5 * x19 + p11 * x20 + p17 * x21 + p23 * x22 + p29 * x23 + p35 * x24; pc[23] = m24 = p6 * x19 + p12 * x20 + p18 * x21 + p24 * x22 + p30 * x23 + p36 * x24; pc[24] = m25 = p1 * x25 + p7 * x26 + p13 * x27 + p19 * x28 + p25 * x29 + p31 * x30; pc[25] = m26 = p2 * x25 + p8 * x26 + p14 * x27 + p20 * x28 + p26 * x29 + p32 * x30; pc[26] = m27 = p3 * x25 + p9 * x26 + p15 * x27 + p21 * x28 + p27 * x29 + p33 * x30; pc[27] = m28 = p4 * x25 + p10 * x26 + p16 * x27 + p22 * x28 + p28 * x29 + p34 * x30; pc[28] = m29 = p5 * x25 + p11 * x26 + p17 * x27 + p23 * x28 + p29 * x29 + p35 * x30; pc[29] = m30 = p6 * x25 + p12 * x26 + p18 * x27 + p24 * x28 + p30 * x29 + p36 * x30; pc[30] = m31 = p1 * x31 + p7 * x32 + p13 * x33 + p19 * x34 + p25 * x35 + p31 * x36; pc[31] = m32 = p2 * x31 + p8 * x32 + p14 * x33 + p20 * x34 + p26 * x35 + p32 * x36; pc[32] = m33 = p3 * x31 + p9 * x32 + p15 * x33 + p21 * x34 + p27 * x35 + p33 * x36; pc[33] = m34 = p4 * x31 + p10 * x32 + p16 * x33 + p22 * x34 + p28 * x35 + p34 * x36; pc[34] = m35 = p5 * x31 + p11 * x32 + p17 * x33 + p23 * x34 + p29 * x35 + p35 * x36; pc[35] = m36 = p6 * x31 + p12 * x32 + p18 * x33 + p24 * x34 + p30 * x35 + p36 * x36; nz = bi[row + 1] - diag_offset[row] - 1; pv += 36; for (j = 0; j < nz; j++) { x1 = pv[0]; x2 = pv[1]; x3 = pv[2]; x4 = pv[3]; x5 = pv[4]; x6 = pv[5]; x7 = pv[6]; x8 = pv[7]; x9 = pv[8]; x10 = pv[9]; x11 = pv[10]; x12 = pv[11]; x13 = pv[12]; x14 = pv[13]; x15 = pv[14]; x16 = pv[15]; x17 = pv[16]; x18 = pv[17]; x19 = pv[18]; x20 = pv[19]; x21 = pv[20]; x22 = pv[21]; x23 = pv[22]; x24 = pv[23]; x25 = pv[24]; x26 = pv[25]; x27 = pv[26]; x28 = pv[27]; x29 = pv[28]; x30 = pv[29]; x31 = pv[30]; x32 = pv[31]; x33 = pv[32]; x34 = pv[33]; x35 = pv[34]; x36 = pv[35]; x = rtmp + 36 * pj[j]; x[0] -= m1 * x1 + m7 * x2 + m13 * x3 + m19 * x4 + m25 * x5 + m31 * x6; x[1] -= m2 * x1 + m8 * x2 + m14 * x3 + m20 * x4 + m26 * x5 + m32 * x6; x[2] -= m3 * x1 + m9 * x2 + m15 * x3 + m21 * x4 + m27 * x5 + m33 * x6; x[3] -= m4 * x1 + m10 * x2 + m16 * x3 + m22 * x4 + m28 * x5 + m34 * x6; x[4] -= m5 * x1 + m11 * x2 + m17 * x3 + m23 * x4 + m29 * x5 + m35 * x6; x[5] -= m6 * x1 + m12 * x2 + m18 * x3 + m24 * x4 + m30 * x5 + m36 * x6; x[6] -= m1 * x7 + m7 * x8 + m13 * x9 + m19 * x10 + m25 * x11 + m31 * x12; x[7] -= m2 * x7 + m8 * x8 + m14 * x9 + m20 * x10 + m26 * x11 + m32 * x12; x[8] -= m3 * x7 + m9 * x8 + m15 * x9 + m21 * x10 + m27 * x11 + m33 * x12; x[9] -= m4 * x7 + m10 * x8 + m16 * x9 + m22 * x10 + m28 * x11 + m34 * x12; x[10] -= m5 * x7 + m11 * x8 + m17 * x9 + m23 * x10 + m29 * x11 + m35 * x12; x[11] -= m6 * x7 + m12 * x8 + m18 * x9 + m24 * x10 + m30 * x11 + m36 * x12; x[12] -= m1 * x13 + m7 * x14 + m13 * x15 + m19 * x16 + m25 * x17 + m31 * x18; x[13] -= m2 * x13 + m8 * x14 + m14 * x15 + m20 * x16 + m26 * x17 + m32 * x18; x[14] -= m3 * x13 + m9 * x14 + m15 * x15 + m21 * x16 + m27 * x17 + m33 * x18; x[15] -= m4 * x13 + m10 * x14 + m16 * x15 + m22 * x16 + m28 * x17 + m34 * x18; x[16] -= m5 * x13 + m11 * x14 + m17 * x15 + m23 * x16 + m29 * x17 + m35 * x18; x[17] -= m6 * x13 + m12 * x14 + m18 * x15 + m24 * x16 + m30 * x17 + m36 * x18; x[18] -= m1 * x19 + m7 * x20 + m13 * x21 + m19 * x22 + m25 * x23 + m31 * x24; x[19] -= m2 * x19 + m8 * x20 + m14 * x21 + m20 * x22 + m26 * x23 + m32 * x24; x[20] -= m3 * x19 + m9 * x20 + m15 * x21 + m21 * x22 + m27 * x23 + m33 * x24; x[21] -= m4 * x19 + m10 * x20 + m16 * x21 + m22 * x22 + m28 * x23 + m34 * x24; x[22] -= m5 * x19 + m11 * x20 + m17 * x21 + m23 * x22 + m29 * x23 + m35 * x24; x[23] -= m6 * x19 + m12 * x20 + m18 * x21 + m24 * x22 + m30 * x23 + m36 * x24; x[24] -= m1 * x25 + m7 * x26 + m13 * x27 + m19 * x28 + m25 * x29 + m31 * x30; x[25] -= m2 * x25 + m8 * x26 + m14 * x27 + m20 * x28 + m26 * x29 + m32 * x30; x[26] -= m3 * x25 + m9 * x26 + m15 * x27 + m21 * x28 + m27 * x29 + m33 * x30; x[27] -= m4 * x25 + m10 * x26 + m16 * x27 + m22 * x28 + m28 * x29 + m34 * x30; x[28] -= m5 * x25 + m11 * x26 + m17 * x27 + m23 * x28 + m29 * x29 + m35 * x30; x[29] -= m6 * x25 + m12 * x26 + m18 * x27 + m24 * x28 + m30 * x29 + m36 * x30; x[30] -= m1 * x31 + m7 * x32 + m13 * x33 + m19 * x34 + m25 * x35 + m31 * x36; x[31] -= m2 * x31 + m8 * x32 + m14 * x33 + m20 * x34 + m26 * x35 + m32 * x36; x[32] -= m3 * x31 + m9 * x32 + m15 * x33 + m21 * x34 + m27 * x35 + m33 * x36; x[33] -= m4 * x31 + m10 * x32 + m16 * x33 + m22 * x34 + m28 * x35 + m34 * x36; x[34] -= m5 * x31 + m11 * x32 + m17 * x33 + m23 * x34 + m29 * x35 + m35 * x36; x[35] -= m6 * x31 + m12 * x32 + m18 * x33 + m24 * x34 + m30 * x35 + m36 * x36; pv += 36; } PetscCall(PetscLogFlops(432.0 * nz + 396.0)); } row = *ajtmp++; } /* finished row so stick it into b->a */ pv = ba + 36 * bi[i]; pj = bj + bi[i]; nz = bi[i + 1] - bi[i]; for (j = 0; j < nz; j++) { x = rtmp + 36 * pj[j]; pv[0] = x[0]; pv[1] = x[1]; pv[2] = x[2]; pv[3] = x[3]; pv[4] = x[4]; pv[5] = x[5]; pv[6] = x[6]; pv[7] = x[7]; pv[8] = x[8]; pv[9] = x[9]; pv[10] = x[10]; pv[11] = x[11]; pv[12] = x[12]; pv[13] = x[13]; pv[14] = x[14]; pv[15] = x[15]; pv[16] = x[16]; pv[17] = x[17]; pv[18] = x[18]; pv[19] = x[19]; pv[20] = x[20]; pv[21] = x[21]; pv[22] = x[22]; pv[23] = x[23]; pv[24] = x[24]; pv[25] = x[25]; pv[26] = x[26]; pv[27] = x[27]; pv[28] = x[28]; pv[29] = x[29]; pv[30] = x[30]; pv[31] = x[31]; pv[32] = x[32]; pv[33] = x[33]; pv[34] = x[34]; pv[35] = x[35]; pv += 36; } /* invert diagonal block */ w = ba + 36 * diag_offset[i]; PetscCall(PetscKernel_A_gets_inverse_A_6(w, shift, allowzeropivot, &zeropivotdetected)); if (zeropivotdetected) C->factorerrortype = MAT_FACTOR_NUMERIC_ZEROPIVOT; } PetscCall(PetscFree(rtmp)); C->ops->solve = MatSolve_SeqBAIJ_6_NaturalOrdering_inplace; C->ops->solvetranspose = MatSolveTranspose_SeqBAIJ_6_NaturalOrdering_inplace; C->assembled = PETSC_TRUE; PetscCall(PetscLogFlops(1.333333333333 * 6 * 6 * 6 * b->mbs)); /* from inverting diagonal blocks */ PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatLUFactorNumeric_SeqBAIJ_6_NaturalOrdering(Mat B, Mat A, const MatFactorInfo *info) { Mat C = B; Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data, *b = (Mat_SeqBAIJ *)C->data; PetscInt i, j, k, nz, nzL, row; const PetscInt n = a->mbs, *ai = a->i, *aj = a->j, *bi = b->i, *bj = b->j; const PetscInt *ajtmp, *bjtmp, *bdiag = b->diag, *pj, bs2 = a->bs2; MatScalar *rtmp, *pc, *mwork, *v, *pv, *aa = a->a; PetscInt flg; PetscReal shift = info->shiftamount; PetscBool allowzeropivot, zeropivotdetected; PetscFunctionBegin; allowzeropivot = PetscNot(A->erroriffailure); /* generate work space needed by the factorization */ PetscCall(PetscMalloc2(bs2 * n, &rtmp, bs2, &mwork)); PetscCall(PetscArrayzero(rtmp, bs2 * n)); for (i = 0; i < n; i++) { /* zero rtmp */ /* L part */ nz = bi[i + 1] - bi[i]; bjtmp = bj + bi[i]; for (j = 0; j < nz; j++) PetscCall(PetscArrayzero(rtmp + bs2 * bjtmp[j], bs2)); /* U part */ nz = bdiag[i] - bdiag[i + 1]; bjtmp = bj + bdiag[i + 1] + 1; for (j = 0; j < nz; j++) PetscCall(PetscArrayzero(rtmp + bs2 * bjtmp[j], bs2)); /* load in initial (unfactored row) */ nz = ai[i + 1] - ai[i]; ajtmp = aj + ai[i]; v = aa + bs2 * ai[i]; for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(rtmp + bs2 * ajtmp[j], v + bs2 * j, bs2)); /* elimination */ bjtmp = bj + bi[i]; nzL = bi[i + 1] - bi[i]; for (k = 0; k < nzL; k++) { row = bjtmp[k]; pc = rtmp + bs2 * row; for (flg = 0, j = 0; j < bs2; j++) { if (pc[j] != 0.0) { flg = 1; break; } } if (flg) { pv = b->a + bs2 * bdiag[row]; /* PetscKernel_A_gets_A_times_B(bs,pc,pv,mwork); *pc = *pc * (*pv); */ PetscCall(PetscKernel_A_gets_A_times_B_6(pc, pv, mwork)); pj = b->j + bdiag[row + 1] + 1; /* beginning of U(row,:) */ pv = b->a + bs2 * (bdiag[row + 1] + 1); nz = bdiag[row] - bdiag[row + 1] - 1; /* num of entries inU(row,:), excluding diag */ for (j = 0; j < nz; j++) { /* PetscKernel_A_gets_A_minus_B_times_C(bs,rtmp+bs2*pj[j],pc,pv+bs2*j); */ /* rtmp+bs2*pj[j] = rtmp+bs2*pj[j] - (*pc)*(pv+bs2*j) */ v = rtmp + bs2 * pj[j]; PetscCall(PetscKernel_A_gets_A_minus_B_times_C_6(v, pc, pv)); pv += bs2; } PetscCall(PetscLogFlops(432.0 * nz + 396)); /* flops = 2*bs^3*nz + 2*bs^3 - bs2) */ } } /* finished row so stick it into b->a */ /* L part */ pv = b->a + bs2 * bi[i]; pj = b->j + bi[i]; nz = bi[i + 1] - bi[i]; for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(pv + bs2 * j, rtmp + bs2 * pj[j], bs2)); /* Mark diagonal and invert diagonal for simpler triangular solves */ pv = b->a + bs2 * bdiag[i]; pj = b->j + bdiag[i]; PetscCall(PetscArraycpy(pv, rtmp + bs2 * pj[0], bs2)); PetscCall(PetscKernel_A_gets_inverse_A_6(pv, shift, allowzeropivot, &zeropivotdetected)); if (zeropivotdetected) C->factorerrortype = MAT_FACTOR_NUMERIC_ZEROPIVOT; /* U part */ pv = b->a + bs2 * (bdiag[i + 1] + 1); pj = b->j + bdiag[i + 1] + 1; nz = bdiag[i] - bdiag[i + 1] - 1; for (j = 0; j < nz; j++) PetscCall(PetscArraycpy(pv + bs2 * j, rtmp + bs2 * pj[j], bs2)); } PetscCall(PetscFree2(rtmp, mwork)); C->ops->solve = MatSolve_SeqBAIJ_6_NaturalOrdering; C->ops->solvetranspose = MatSolveTranspose_SeqBAIJ_6_NaturalOrdering; C->assembled = PETSC_TRUE; PetscCall(PetscLogFlops(1.333333333333 * 6 * 6 * 6 * n)); /* from inverting diagonal blocks */ PetscFunctionReturn(PETSC_SUCCESS); }