#include <../src/mat/impls/baij/seq/baij.h> #include PetscErrorCode MatSolve_SeqBAIJ_N_inplace(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt *r, *c, *rout, *cout; const PetscInt n = a->mbs, *ai = a->i, *aj = a->j, *vi; PetscInt i, nz; const PetscInt bs = A->rmap->bs, bs2 = a->bs2; const MatScalar *aa = a->a, *v; PetscScalar *x, *s, *t, *ls; const PetscScalar *b; PetscFunctionBegin; PetscCheck(bs > 0, PETSC_COMM_SELF, PETSC_ERR_PLIB, "Expected bs %" PetscInt_FMT " > 0", bs); PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout + (n - 1); /* forward solve the lower triangular */ PetscCall(PetscArraycpy(t, b + bs * (*r++), bs)); for (i = 1; i < n; i++) { v = aa + bs2 * ai[i]; vi = aj + ai[i]; nz = a->diag[i] - ai[i]; s = t + bs * i; PetscCall(PetscArraycpy(s, b + bs * (*r++), bs)); while (nz--) { PetscKernel_v_gets_v_minus_A_times_w(bs, s, v, t + bs * (*vi++)); v += bs2; } } /* backward solve the upper triangular */ ls = a->solve_work + A->cmap->n; for (i = n - 1; i >= 0; i--) { v = aa + bs2 * (a->diag[i] + 1); vi = aj + a->diag[i] + 1; nz = ai[i + 1] - a->diag[i] - 1; PetscCall(PetscArraycpy(ls, t + i * bs, bs)); while (nz--) { PetscKernel_v_gets_v_minus_A_times_w(bs, ls, v, t + bs * (*vi++)); v += bs2; } PetscKernel_w_gets_A_times_v(bs, ls, aa + bs2 * a->diag[i], t + i * bs); PetscCall(PetscArraycpy(x + bs * (*c--), t + i * bs, bs)); } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * (a->bs2) * (a->nz) - A->rmap->bs * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_7_inplace(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt *r, *c, *ai = a->i, *aj = a->j; const PetscInt *rout, *cout, *diag = a->diag, *vi, n = a->mbs; PetscInt i, nz, idx, idt, idc; const MatScalar *aa = a->a, *v; PetscScalar s1, s2, s3, s4, s5, s6, s7, x1, x2, x3, x4, x5, x6, x7, *x, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout + (n - 1); /* forward solve the lower triangular */ idx = 7 * (*r++); t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; t[3] = b[3 + idx]; t[4] = b[4 + idx]; t[5] = b[5 + idx]; t[6] = b[6 + idx]; for (i = 1; i < n; i++) { v = aa + 49 * ai[i]; vi = aj + ai[i]; nz = diag[i] - ai[i]; idx = 7 * (*r++); s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; s4 = b[3 + idx]; s5 = b[4 + idx]; s6 = b[5 + idx]; s7 = b[6 + idx]; while (nz--) { idx = 7 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; x6 = t[5 + idx]; x7 = t[6 + idx]; s1 -= v[0] * x1 + v[7] * x2 + v[14] * x3 + v[21] * x4 + v[28] * x5 + v[35] * x6 + v[42] * x7; s2 -= v[1] * x1 + v[8] * x2 + v[15] * x3 + v[22] * x4 + v[29] * x5 + v[36] * x6 + v[43] * x7; s3 -= v[2] * x1 + v[9] * x2 + v[16] * x3 + v[23] * x4 + v[30] * x5 + v[37] * x6 + v[44] * x7; s4 -= v[3] * x1 + v[10] * x2 + v[17] * x3 + v[24] * x4 + v[31] * x5 + v[38] * x6 + v[45] * x7; s5 -= v[4] * x1 + v[11] * x2 + v[18] * x3 + v[25] * x4 + v[32] * x5 + v[39] * x6 + v[46] * x7; s6 -= v[5] * x1 + v[12] * x2 + v[19] * x3 + v[26] * x4 + v[33] * x5 + v[40] * x6 + v[47] * x7; s7 -= v[6] * x1 + v[13] * x2 + v[20] * x3 + v[27] * x4 + v[34] * x5 + v[41] * x6 + v[48] * x7; v += 49; } idx = 7 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; t[3 + idx] = s4; t[4 + idx] = s5; t[5 + idx] = s6; t[6 + idx] = s7; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 49 * diag[i] + 49; vi = aj + diag[i] + 1; nz = ai[i + 1] - diag[i] - 1; idt = 7 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; s4 = t[3 + idt]; s5 = t[4 + idt]; s6 = t[5 + idt]; s7 = t[6 + idt]; while (nz--) { idx = 7 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; x6 = t[5 + idx]; x7 = t[6 + idx]; s1 -= v[0] * x1 + v[7] * x2 + v[14] * x3 + v[21] * x4 + v[28] * x5 + v[35] * x6 + v[42] * x7; s2 -= v[1] * x1 + v[8] * x2 + v[15] * x3 + v[22] * x4 + v[29] * x5 + v[36] * x6 + v[43] * x7; s3 -= v[2] * x1 + v[9] * x2 + v[16] * x3 + v[23] * x4 + v[30] * x5 + v[37] * x6 + v[44] * x7; s4 -= v[3] * x1 + v[10] * x2 + v[17] * x3 + v[24] * x4 + v[31] * x5 + v[38] * x6 + v[45] * x7; s5 -= v[4] * x1 + v[11] * x2 + v[18] * x3 + v[25] * x4 + v[32] * x5 + v[39] * x6 + v[46] * x7; s6 -= v[5] * x1 + v[12] * x2 + v[19] * x3 + v[26] * x4 + v[33] * x5 + v[40] * x6 + v[47] * x7; s7 -= v[6] * x1 + v[13] * x2 + v[20] * x3 + v[27] * x4 + v[34] * x5 + v[41] * x6 + v[48] * x7; v += 49; } idc = 7 * (*c--); v = aa + 49 * diag[i]; x[idc] = t[idt] = v[0] * s1 + v[7] * s2 + v[14] * s3 + v[21] * s4 + v[28] * s5 + v[35] * s6 + v[42] * s7; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[8] * s2 + v[15] * s3 + v[22] * s4 + v[29] * s5 + v[36] * s6 + v[43] * s7; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[9] * s2 + v[16] * s3 + v[23] * s4 + v[30] * s5 + v[37] * s6 + v[44] * s7; x[3 + idc] = t[3 + idt] = v[3] * s1 + v[10] * s2 + v[17] * s3 + v[24] * s4 + v[31] * s5 + v[38] * s6 + v[45] * s7; x[4 + idc] = t[4 + idt] = v[4] * s1 + v[11] * s2 + v[18] * s3 + v[25] * s4 + v[32] * s5 + v[39] * s6 + v[46] * s7; x[5 + idc] = t[5 + idt] = v[5] * s1 + v[12] * s2 + v[19] * s3 + v[26] * s4 + v[33] * s5 + v[40] * s6 + v[47] * s7; x[6 + idc] = t[6 + idt] = v[6] * s1 + v[13] * s2 + v[20] * s3 + v[27] * s4 + v[34] * s5 + v[41] * s6 + v[48] * s7; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 49 * (a->nz) - 7.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_7(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt *r, *c, *ai = a->i, *aj = a->j, *adiag = a->diag; const PetscInt n = a->mbs, *rout, *cout, *vi; PetscInt i, nz, idx, idt, idc, m; const MatScalar *aa = a->a, *v; PetscScalar s1, s2, s3, s4, s5, s6, s7, x1, x2, x3, x4, x5, x6, x7, *x, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout; /* forward solve the lower triangular */ idx = 7 * r[0]; t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; t[3] = b[3 + idx]; t[4] = b[4 + idx]; t[5] = b[5 + idx]; t[6] = b[6 + idx]; for (i = 1; i < n; i++) { v = aa + 49 * ai[i]; vi = aj + ai[i]; nz = ai[i + 1] - ai[i]; idx = 7 * r[i]; s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; s4 = b[3 + idx]; s5 = b[4 + idx]; s6 = b[5 + idx]; s7 = b[6 + idx]; for (m = 0; m < nz; m++) { idx = 7 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; x6 = t[5 + idx]; x7 = t[6 + idx]; s1 -= v[0] * x1 + v[7] * x2 + v[14] * x3 + v[21] * x4 + v[28] * x5 + v[35] * x6 + v[42] * x7; s2 -= v[1] * x1 + v[8] * x2 + v[15] * x3 + v[22] * x4 + v[29] * x5 + v[36] * x6 + v[43] * x7; s3 -= v[2] * x1 + v[9] * x2 + v[16] * x3 + v[23] * x4 + v[30] * x5 + v[37] * x6 + v[44] * x7; s4 -= v[3] * x1 + v[10] * x2 + v[17] * x3 + v[24] * x4 + v[31] * x5 + v[38] * x6 + v[45] * x7; s5 -= v[4] * x1 + v[11] * x2 + v[18] * x3 + v[25] * x4 + v[32] * x5 + v[39] * x6 + v[46] * x7; s6 -= v[5] * x1 + v[12] * x2 + v[19] * x3 + v[26] * x4 + v[33] * x5 + v[40] * x6 + v[47] * x7; s7 -= v[6] * x1 + v[13] * x2 + v[20] * x3 + v[27] * x4 + v[34] * x5 + v[41] * x6 + v[48] * x7; v += 49; } idx = 7 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; t[3 + idx] = s4; t[4 + idx] = s5; t[5 + idx] = s6; t[6 + idx] = s7; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 49 * (adiag[i + 1] + 1); vi = aj + adiag[i + 1] + 1; nz = adiag[i] - adiag[i + 1] - 1; idt = 7 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; s4 = t[3 + idt]; s5 = t[4 + idt]; s6 = t[5 + idt]; s7 = t[6 + idt]; for (m = 0; m < nz; m++) { idx = 7 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; x6 = t[5 + idx]; x7 = t[6 + idx]; s1 -= v[0] * x1 + v[7] * x2 + v[14] * x3 + v[21] * x4 + v[28] * x5 + v[35] * x6 + v[42] * x7; s2 -= v[1] * x1 + v[8] * x2 + v[15] * x3 + v[22] * x4 + v[29] * x5 + v[36] * x6 + v[43] * x7; s3 -= v[2] * x1 + v[9] * x2 + v[16] * x3 + v[23] * x4 + v[30] * x5 + v[37] * x6 + v[44] * x7; s4 -= v[3] * x1 + v[10] * x2 + v[17] * x3 + v[24] * x4 + v[31] * x5 + v[38] * x6 + v[45] * x7; s5 -= v[4] * x1 + v[11] * x2 + v[18] * x3 + v[25] * x4 + v[32] * x5 + v[39] * x6 + v[46] * x7; s6 -= v[5] * x1 + v[12] * x2 + v[19] * x3 + v[26] * x4 + v[33] * x5 + v[40] * x6 + v[47] * x7; s7 -= v[6] * x1 + v[13] * x2 + v[20] * x3 + v[27] * x4 + v[34] * x5 + v[41] * x6 + v[48] * x7; v += 49; } idc = 7 * c[i]; x[idc] = t[idt] = v[0] * s1 + v[7] * s2 + v[14] * s3 + v[21] * s4 + v[28] * s5 + v[35] * s6 + v[42] * s7; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[8] * s2 + v[15] * s3 + v[22] * s4 + v[29] * s5 + v[36] * s6 + v[43] * s7; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[9] * s2 + v[16] * s3 + v[23] * s4 + v[30] * s5 + v[37] * s6 + v[44] * s7; x[3 + idc] = t[3 + idt] = v[3] * s1 + v[10] * s2 + v[17] * s3 + v[24] * s4 + v[31] * s5 + v[38] * s6 + v[45] * s7; x[4 + idc] = t[4 + idt] = v[4] * s1 + v[11] * s2 + v[18] * s3 + v[25] * s4 + v[32] * s5 + v[39] * s6 + v[46] * s7; x[5 + idc] = t[5 + idt] = v[5] * s1 + v[12] * s2 + v[19] * s3 + v[26] * s4 + v[33] * s5 + v[40] * s6 + v[47] * s7; x[6 + idc] = t[6 + idt] = v[6] * s1 + v[13] * s2 + v[20] * s3 + v[27] * s4 + v[34] * s5 + v[41] * s6 + v[48] * s7; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 49 * (a->nz) - 7.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_6_inplace(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt *r, *c, *rout, *cout; const PetscInt *diag = a->diag, n = a->mbs, *vi, *ai = a->i, *aj = a->j; PetscInt i, nz, idx, idt, idc; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, s3, s4, s5, s6, x1, x2, x3, x4, x5, x6, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout + (n - 1); /* forward solve the lower triangular */ idx = 6 * (*r++); t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; t[3] = b[3 + idx]; t[4] = b[4 + idx]; t[5] = b[5 + idx]; for (i = 1; i < n; i++) { v = aa + 36 * ai[i]; vi = aj + ai[i]; nz = diag[i] - ai[i]; idx = 6 * (*r++); s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; s4 = b[3 + idx]; s5 = b[4 + idx]; s6 = b[5 + idx]; while (nz--) { idx = 6 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; x6 = t[5 + idx]; s1 -= v[0] * x1 + v[6] * x2 + v[12] * x3 + v[18] * x4 + v[24] * x5 + v[30] * x6; s2 -= v[1] * x1 + v[7] * x2 + v[13] * x3 + v[19] * x4 + v[25] * x5 + v[31] * x6; s3 -= v[2] * x1 + v[8] * x2 + v[14] * x3 + v[20] * x4 + v[26] * x5 + v[32] * x6; s4 -= v[3] * x1 + v[9] * x2 + v[15] * x3 + v[21] * x4 + v[27] * x5 + v[33] * x6; s5 -= v[4] * x1 + v[10] * x2 + v[16] * x3 + v[22] * x4 + v[28] * x5 + v[34] * x6; s6 -= v[5] * x1 + v[11] * x2 + v[17] * x3 + v[23] * x4 + v[29] * x5 + v[35] * x6; v += 36; } idx = 6 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; t[3 + idx] = s4; t[4 + idx] = s5; t[5 + idx] = s6; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 36 * diag[i] + 36; vi = aj + diag[i] + 1; nz = ai[i + 1] - diag[i] - 1; idt = 6 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; s4 = t[3 + idt]; s5 = t[4 + idt]; s6 = t[5 + idt]; while (nz--) { idx = 6 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; x6 = t[5 + idx]; s1 -= v[0] * x1 + v[6] * x2 + v[12] * x3 + v[18] * x4 + v[24] * x5 + v[30] * x6; s2 -= v[1] * x1 + v[7] * x2 + v[13] * x3 + v[19] * x4 + v[25] * x5 + v[31] * x6; s3 -= v[2] * x1 + v[8] * x2 + v[14] * x3 + v[20] * x4 + v[26] * x5 + v[32] * x6; s4 -= v[3] * x1 + v[9] * x2 + v[15] * x3 + v[21] * x4 + v[27] * x5 + v[33] * x6; s5 -= v[4] * x1 + v[10] * x2 + v[16] * x3 + v[22] * x4 + v[28] * x5 + v[34] * x6; s6 -= v[5] * x1 + v[11] * x2 + v[17] * x3 + v[23] * x4 + v[29] * x5 + v[35] * x6; v += 36; } idc = 6 * (*c--); v = aa + 36 * diag[i]; x[idc] = t[idt] = v[0] * s1 + v[6] * s2 + v[12] * s3 + v[18] * s4 + v[24] * s5 + v[30] * s6; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[7] * s2 + v[13] * s3 + v[19] * s4 + v[25] * s5 + v[31] * s6; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[8] * s2 + v[14] * s3 + v[20] * s4 + v[26] * s5 + v[32] * s6; x[3 + idc] = t[3 + idt] = v[3] * s1 + v[9] * s2 + v[15] * s3 + v[21] * s4 + v[27] * s5 + v[33] * s6; x[4 + idc] = t[4 + idt] = v[4] * s1 + v[10] * s2 + v[16] * s3 + v[22] * s4 + v[28] * s5 + v[34] * s6; x[5 + idc] = t[5 + idt] = v[5] * s1 + v[11] * s2 + v[17] * s3 + v[23] * s4 + v[29] * s5 + v[35] * s6; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 36 * (a->nz) - 6.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_6(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt *r, *c, *rout, *cout; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j, *adiag = a->diag; PetscInt i, nz, idx, idt, idc, m; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, s3, s4, s5, s6, x1, x2, x3, x4, x5, x6, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout; /* forward solve the lower triangular */ idx = 6 * r[0]; t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; t[3] = b[3 + idx]; t[4] = b[4 + idx]; t[5] = b[5 + idx]; for (i = 1; i < n; i++) { v = aa + 36 * ai[i]; vi = aj + ai[i]; nz = ai[i + 1] - ai[i]; idx = 6 * r[i]; s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; s4 = b[3 + idx]; s5 = b[4 + idx]; s6 = b[5 + idx]; for (m = 0; m < nz; m++) { idx = 6 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; x6 = t[5 + idx]; s1 -= v[0] * x1 + v[6] * x2 + v[12] * x3 + v[18] * x4 + v[24] * x5 + v[30] * x6; s2 -= v[1] * x1 + v[7] * x2 + v[13] * x3 + v[19] * x4 + v[25] * x5 + v[31] * x6; s3 -= v[2] * x1 + v[8] * x2 + v[14] * x3 + v[20] * x4 + v[26] * x5 + v[32] * x6; s4 -= v[3] * x1 + v[9] * x2 + v[15] * x3 + v[21] * x4 + v[27] * x5 + v[33] * x6; s5 -= v[4] * x1 + v[10] * x2 + v[16] * x3 + v[22] * x4 + v[28] * x5 + v[34] * x6; s6 -= v[5] * x1 + v[11] * x2 + v[17] * x3 + v[23] * x4 + v[29] * x5 + v[35] * x6; v += 36; } idx = 6 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; t[3 + idx] = s4; t[4 + idx] = s5; t[5 + idx] = s6; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 36 * (adiag[i + 1] + 1); vi = aj + adiag[i + 1] + 1; nz = adiag[i] - adiag[i + 1] - 1; idt = 6 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; s4 = t[3 + idt]; s5 = t[4 + idt]; s6 = t[5 + idt]; for (m = 0; m < nz; m++) { idx = 6 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; x6 = t[5 + idx]; s1 -= v[0] * x1 + v[6] * x2 + v[12] * x3 + v[18] * x4 + v[24] * x5 + v[30] * x6; s2 -= v[1] * x1 + v[7] * x2 + v[13] * x3 + v[19] * x4 + v[25] * x5 + v[31] * x6; s3 -= v[2] * x1 + v[8] * x2 + v[14] * x3 + v[20] * x4 + v[26] * x5 + v[32] * x6; s4 -= v[3] * x1 + v[9] * x2 + v[15] * x3 + v[21] * x4 + v[27] * x5 + v[33] * x6; s5 -= v[4] * x1 + v[10] * x2 + v[16] * x3 + v[22] * x4 + v[28] * x5 + v[34] * x6; s6 -= v[5] * x1 + v[11] * x2 + v[17] * x3 + v[23] * x4 + v[29] * x5 + v[35] * x6; v += 36; } idc = 6 * c[i]; x[idc] = t[idt] = v[0] * s1 + v[6] * s2 + v[12] * s3 + v[18] * s4 + v[24] * s5 + v[30] * s6; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[7] * s2 + v[13] * s3 + v[19] * s4 + v[25] * s5 + v[31] * s6; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[8] * s2 + v[14] * s3 + v[20] * s4 + v[26] * s5 + v[32] * s6; x[3 + idc] = t[3 + idt] = v[3] * s1 + v[9] * s2 + v[15] * s3 + v[21] * s4 + v[27] * s5 + v[33] * s6; x[4 + idc] = t[4 + idt] = v[4] * s1 + v[10] * s2 + v[16] * s3 + v[22] * s4 + v[28] * s5 + v[34] * s6; x[5 + idc] = t[5 + idt] = v[5] * s1 + v[11] * s2 + v[17] * s3 + v[23] * s4 + v[29] * s5 + v[35] * s6; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 36 * (a->nz) - 6.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_5_inplace(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt *r, *c, *rout, *cout, *diag = a->diag; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j; PetscInt i, nz, idx, idt, idc; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, s3, s4, s5, x1, x2, x3, x4, x5, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout + (n - 1); /* forward solve the lower triangular */ idx = 5 * (*r++); t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; t[3] = b[3 + idx]; t[4] = b[4 + idx]; for (i = 1; i < n; i++) { v = aa + 25 * ai[i]; vi = aj + ai[i]; nz = diag[i] - ai[i]; idx = 5 * (*r++); s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; s4 = b[3 + idx]; s5 = b[4 + idx]; while (nz--) { idx = 5 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; s1 -= v[0] * x1 + v[5] * x2 + v[10] * x3 + v[15] * x4 + v[20] * x5; s2 -= v[1] * x1 + v[6] * x2 + v[11] * x3 + v[16] * x4 + v[21] * x5; s3 -= v[2] * x1 + v[7] * x2 + v[12] * x3 + v[17] * x4 + v[22] * x5; s4 -= v[3] * x1 + v[8] * x2 + v[13] * x3 + v[18] * x4 + v[23] * x5; s5 -= v[4] * x1 + v[9] * x2 + v[14] * x3 + v[19] * x4 + v[24] * x5; v += 25; } idx = 5 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; t[3 + idx] = s4; t[4 + idx] = s5; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 25 * diag[i] + 25; vi = aj + diag[i] + 1; nz = ai[i + 1] - diag[i] - 1; idt = 5 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; s4 = t[3 + idt]; s5 = t[4 + idt]; while (nz--) { idx = 5 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; s1 -= v[0] * x1 + v[5] * x2 + v[10] * x3 + v[15] * x4 + v[20] * x5; s2 -= v[1] * x1 + v[6] * x2 + v[11] * x3 + v[16] * x4 + v[21] * x5; s3 -= v[2] * x1 + v[7] * x2 + v[12] * x3 + v[17] * x4 + v[22] * x5; s4 -= v[3] * x1 + v[8] * x2 + v[13] * x3 + v[18] * x4 + v[23] * x5; s5 -= v[4] * x1 + v[9] * x2 + v[14] * x3 + v[19] * x4 + v[24] * x5; v += 25; } idc = 5 * (*c--); v = aa + 25 * diag[i]; x[idc] = t[idt] = v[0] * s1 + v[5] * s2 + v[10] * s3 + v[15] * s4 + v[20] * s5; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[6] * s2 + v[11] * s3 + v[16] * s4 + v[21] * s5; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[7] * s2 + v[12] * s3 + v[17] * s4 + v[22] * s5; x[3 + idc] = t[3 + idt] = v[3] * s1 + v[8] * s2 + v[13] * s3 + v[18] * s4 + v[23] * s5; x[4 + idc] = t[4 + idt] = v[4] * s1 + v[9] * s2 + v[14] * s3 + v[19] * s4 + v[24] * s5; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 25 * (a->nz) - 5.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_5(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt *r, *c, *rout, *cout; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j, *adiag = a->diag; PetscInt i, nz, idx, idt, idc, m; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, s3, s4, s5, x1, x2, x3, x4, x5, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout; /* forward solve the lower triangular */ idx = 5 * r[0]; t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; t[3] = b[3 + idx]; t[4] = b[4 + idx]; for (i = 1; i < n; i++) { v = aa + 25 * ai[i]; vi = aj + ai[i]; nz = ai[i + 1] - ai[i]; idx = 5 * r[i]; s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; s4 = b[3 + idx]; s5 = b[4 + idx]; for (m = 0; m < nz; m++) { idx = 5 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; s1 -= v[0] * x1 + v[5] * x2 + v[10] * x3 + v[15] * x4 + v[20] * x5; s2 -= v[1] * x1 + v[6] * x2 + v[11] * x3 + v[16] * x4 + v[21] * x5; s3 -= v[2] * x1 + v[7] * x2 + v[12] * x3 + v[17] * x4 + v[22] * x5; s4 -= v[3] * x1 + v[8] * x2 + v[13] * x3 + v[18] * x4 + v[23] * x5; s5 -= v[4] * x1 + v[9] * x2 + v[14] * x3 + v[19] * x4 + v[24] * x5; v += 25; } idx = 5 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; t[3 + idx] = s4; t[4 + idx] = s5; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 25 * (adiag[i + 1] + 1); vi = aj + adiag[i + 1] + 1; nz = adiag[i] - adiag[i + 1] - 1; idt = 5 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; s4 = t[3 + idt]; s5 = t[4 + idt]; for (m = 0; m < nz; m++) { idx = 5 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; x5 = t[4 + idx]; s1 -= v[0] * x1 + v[5] * x2 + v[10] * x3 + v[15] * x4 + v[20] * x5; s2 -= v[1] * x1 + v[6] * x2 + v[11] * x3 + v[16] * x4 + v[21] * x5; s3 -= v[2] * x1 + v[7] * x2 + v[12] * x3 + v[17] * x4 + v[22] * x5; s4 -= v[3] * x1 + v[8] * x2 + v[13] * x3 + v[18] * x4 + v[23] * x5; s5 -= v[4] * x1 + v[9] * x2 + v[14] * x3 + v[19] * x4 + v[24] * x5; v += 25; } idc = 5 * c[i]; x[idc] = t[idt] = v[0] * s1 + v[5] * s2 + v[10] * s3 + v[15] * s4 + v[20] * s5; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[6] * s2 + v[11] * s3 + v[16] * s4 + v[21] * s5; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[7] * s2 + v[12] * s3 + v[17] * s4 + v[22] * s5; x[3 + idc] = t[3 + idt] = v[3] * s1 + v[8] * s2 + v[13] * s3 + v[18] * s4 + v[23] * s5; x[4 + idc] = t[4 + idt] = v[4] * s1 + v[9] * s2 + v[14] * s3 + v[19] * s4 + v[24] * s5; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 25 * (a->nz) - 5.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_4_inplace(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j; PetscInt i, nz, idx, idt, idc; const PetscInt *r, *c, *diag = a->diag, *rout, *cout; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, s3, s4, x1, x2, x3, x4, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout + (n - 1); /* forward solve the lower triangular */ idx = 4 * (*r++); t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; t[3] = b[3 + idx]; for (i = 1; i < n; i++) { v = aa + 16 * ai[i]; vi = aj + ai[i]; nz = diag[i] - ai[i]; idx = 4 * (*r++); s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; s4 = b[3 + idx]; while (nz--) { idx = 4 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; s1 -= v[0] * x1 + v[4] * x2 + v[8] * x3 + v[12] * x4; s2 -= v[1] * x1 + v[5] * x2 + v[9] * x3 + v[13] * x4; s3 -= v[2] * x1 + v[6] * x2 + v[10] * x3 + v[14] * x4; s4 -= v[3] * x1 + v[7] * x2 + v[11] * x3 + v[15] * x4; v += 16; } idx = 4 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; t[3 + idx] = s4; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 16 * diag[i] + 16; vi = aj + diag[i] + 1; nz = ai[i + 1] - diag[i] - 1; idt = 4 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; s4 = t[3 + idt]; while (nz--) { idx = 4 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; s1 -= v[0] * x1 + v[4] * x2 + v[8] * x3 + v[12] * x4; s2 -= v[1] * x1 + v[5] * x2 + v[9] * x3 + v[13] * x4; s3 -= v[2] * x1 + v[6] * x2 + v[10] * x3 + v[14] * x4; s4 -= v[3] * x1 + v[7] * x2 + v[11] * x3 + v[15] * x4; v += 16; } idc = 4 * (*c--); v = aa + 16 * diag[i]; x[idc] = t[idt] = v[0] * s1 + v[4] * s2 + v[8] * s3 + v[12] * s4; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[5] * s2 + v[9] * s3 + v[13] * s4; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[6] * s2 + v[10] * s3 + v[14] * s4; x[3 + idc] = t[3 + idt] = v[3] * s1 + v[7] * s2 + v[11] * s3 + v[15] * s4; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 16 * (a->nz) - 4.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_4(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j, *adiag = a->diag; PetscInt i, nz, idx, idt, idc, m; const PetscInt *r, *c, *rout, *cout; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, s3, s4, x1, x2, x3, x4, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout; /* forward solve the lower triangular */ idx = 4 * r[0]; t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; t[3] = b[3 + idx]; for (i = 1; i < n; i++) { v = aa + 16 * ai[i]; vi = aj + ai[i]; nz = ai[i + 1] - ai[i]; idx = 4 * r[i]; s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; s4 = b[3 + idx]; for (m = 0; m < nz; m++) { idx = 4 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; s1 -= v[0] * x1 + v[4] * x2 + v[8] * x3 + v[12] * x4; s2 -= v[1] * x1 + v[5] * x2 + v[9] * x3 + v[13] * x4; s3 -= v[2] * x1 + v[6] * x2 + v[10] * x3 + v[14] * x4; s4 -= v[3] * x1 + v[7] * x2 + v[11] * x3 + v[15] * x4; v += 16; } idx = 4 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; t[3 + idx] = s4; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 16 * (adiag[i + 1] + 1); vi = aj + adiag[i + 1] + 1; nz = adiag[i] - adiag[i + 1] - 1; idt = 4 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; s4 = t[3 + idt]; for (m = 0; m < nz; m++) { idx = 4 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; x4 = t[3 + idx]; s1 -= v[0] * x1 + v[4] * x2 + v[8] * x3 + v[12] * x4; s2 -= v[1] * x1 + v[5] * x2 + v[9] * x3 + v[13] * x4; s3 -= v[2] * x1 + v[6] * x2 + v[10] * x3 + v[14] * x4; s4 -= v[3] * x1 + v[7] * x2 + v[11] * x3 + v[15] * x4; v += 16; } idc = 4 * c[i]; x[idc] = t[idt] = v[0] * s1 + v[4] * s2 + v[8] * s3 + v[12] * s4; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[5] * s2 + v[9] * s3 + v[13] * s4; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[6] * s2 + v[10] * s3 + v[14] * s4; x[3 + idc] = t[3 + idt] = v[3] * s1 + v[7] * s2 + v[11] * s3 + v[15] * s4; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 16 * (a->nz) - 4.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_3_inplace(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j; PetscInt i, nz, idx, idt, idc; const PetscInt *r, *c, *diag = a->diag, *rout, *cout; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, s3, x1, x2, x3, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout + (n - 1); /* forward solve the lower triangular */ idx = 3 * (*r++); t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; for (i = 1; i < n; i++) { v = aa + 9 * ai[i]; vi = aj + ai[i]; nz = diag[i] - ai[i]; idx = 3 * (*r++); s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; while (nz--) { idx = 3 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; s1 -= v[0] * x1 + v[3] * x2 + v[6] * x3; s2 -= v[1] * x1 + v[4] * x2 + v[7] * x3; s3 -= v[2] * x1 + v[5] * x2 + v[8] * x3; v += 9; } idx = 3 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 9 * diag[i] + 9; vi = aj + diag[i] + 1; nz = ai[i + 1] - diag[i] - 1; idt = 3 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; while (nz--) { idx = 3 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; s1 -= v[0] * x1 + v[3] * x2 + v[6] * x3; s2 -= v[1] * x1 + v[4] * x2 + v[7] * x3; s3 -= v[2] * x1 + v[5] * x2 + v[8] * x3; v += 9; } idc = 3 * (*c--); v = aa + 9 * diag[i]; x[idc] = t[idt] = v[0] * s1 + v[3] * s2 + v[6] * s3; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[4] * s2 + v[7] * s3; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[5] * s2 + v[8] * s3; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 9 * (a->nz) - 3.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_3(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j, *adiag = a->diag; PetscInt i, nz, idx, idt, idc, m; const PetscInt *r, *c, *rout, *cout; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, s3, x1, x2, x3, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout; /* forward solve the lower triangular */ idx = 3 * r[0]; t[0] = b[idx]; t[1] = b[1 + idx]; t[2] = b[2 + idx]; for (i = 1; i < n; i++) { v = aa + 9 * ai[i]; vi = aj + ai[i]; nz = ai[i + 1] - ai[i]; idx = 3 * r[i]; s1 = b[idx]; s2 = b[1 + idx]; s3 = b[2 + idx]; for (m = 0; m < nz; m++) { idx = 3 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; s1 -= v[0] * x1 + v[3] * x2 + v[6] * x3; s2 -= v[1] * x1 + v[4] * x2 + v[7] * x3; s3 -= v[2] * x1 + v[5] * x2 + v[8] * x3; v += 9; } idx = 3 * i; t[idx] = s1; t[1 + idx] = s2; t[2 + idx] = s3; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 9 * (adiag[i + 1] + 1); vi = aj + adiag[i + 1] + 1; nz = adiag[i] - adiag[i + 1] - 1; idt = 3 * i; s1 = t[idt]; s2 = t[1 + idt]; s3 = t[2 + idt]; for (m = 0; m < nz; m++) { idx = 3 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; x3 = t[2 + idx]; s1 -= v[0] * x1 + v[3] * x2 + v[6] * x3; s2 -= v[1] * x1 + v[4] * x2 + v[7] * x3; s3 -= v[2] * x1 + v[5] * x2 + v[8] * x3; v += 9; } idc = 3 * c[i]; x[idc] = t[idt] = v[0] * s1 + v[3] * s2 + v[6] * s3; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[4] * s2 + v[7] * s3; x[2 + idc] = t[2 + idt] = v[2] * s1 + v[5] * s2 + v[8] * s3; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 9 * (a->nz) - 3.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_2_inplace(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j; PetscInt i, nz, idx, idt, idc; const PetscInt *r, *c, *diag = a->diag, *rout, *cout; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, x1, x2, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout + (n - 1); /* forward solve the lower triangular */ idx = 2 * (*r++); t[0] = b[idx]; t[1] = b[1 + idx]; for (i = 1; i < n; i++) { v = aa + 4 * ai[i]; vi = aj + ai[i]; nz = diag[i] - ai[i]; idx = 2 * (*r++); s1 = b[idx]; s2 = b[1 + idx]; while (nz--) { idx = 2 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; s1 -= v[0] * x1 + v[2] * x2; s2 -= v[1] * x1 + v[3] * x2; v += 4; } idx = 2 * i; t[idx] = s1; t[1 + idx] = s2; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 4 * diag[i] + 4; vi = aj + diag[i] + 1; nz = ai[i + 1] - diag[i] - 1; idt = 2 * i; s1 = t[idt]; s2 = t[1 + idt]; while (nz--) { idx = 2 * (*vi++); x1 = t[idx]; x2 = t[1 + idx]; s1 -= v[0] * x1 + v[2] * x2; s2 -= v[1] * x1 + v[3] * x2; v += 4; } idc = 2 * (*c--); v = aa + 4 * diag[i]; x[idc] = t[idt] = v[0] * s1 + v[2] * s2; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[3] * s2; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 4 * (a->nz) - 2.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_2(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j, *adiag = a->diag; PetscInt i, nz, idx, jdx, idt, idc, m; const PetscInt *r, *c, *rout, *cout; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, s2, x1, x2, *t; const PetscScalar *b; PetscFunctionBegin; PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout; /* forward solve the lower triangular */ idx = 2 * r[0]; t[0] = b[idx]; t[1] = b[1 + idx]; for (i = 1; i < n; i++) { v = aa + 4 * ai[i]; vi = aj + ai[i]; nz = ai[i + 1] - ai[i]; idx = 2 * r[i]; s1 = b[idx]; s2 = b[1 + idx]; for (m = 0; m < nz; m++) { jdx = 2 * vi[m]; x1 = t[jdx]; x2 = t[1 + jdx]; s1 -= v[0] * x1 + v[2] * x2; s2 -= v[1] * x1 + v[3] * x2; v += 4; } idx = 2 * i; t[idx] = s1; t[1 + idx] = s2; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + 4 * (adiag[i + 1] + 1); vi = aj + adiag[i + 1] + 1; nz = adiag[i] - adiag[i + 1] - 1; idt = 2 * i; s1 = t[idt]; s2 = t[1 + idt]; for (m = 0; m < nz; m++) { idx = 2 * vi[m]; x1 = t[idx]; x2 = t[1 + idx]; s1 -= v[0] * x1 + v[2] * x2; s2 -= v[1] * x1 + v[3] * x2; v += 4; } idc = 2 * c[i]; x[idc] = t[idt] = v[0] * s1 + v[2] * s2; x[1 + idc] = t[1 + idt] = v[1] * s1 + v[3] * s2; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 4 * (a->nz) - 2.0 * A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_1_inplace(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; const PetscInt n = a->mbs, *vi, *ai = a->i, *aj = a->j; PetscInt i, nz; const PetscInt *r, *c, *diag = a->diag, *rout, *cout; const MatScalar *aa = a->a, *v; PetscScalar *x, s1, *t; const PetscScalar *b; PetscFunctionBegin; if (!n) PetscFunctionReturn(PETSC_SUCCESS); PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); t = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout + (n - 1); /* forward solve the lower triangular */ t[0] = b[*r++]; for (i = 1; i < n; i++) { v = aa + ai[i]; vi = aj + ai[i]; nz = diag[i] - ai[i]; s1 = b[*r++]; while (nz--) s1 -= (*v++) * t[*vi++]; t[i] = s1; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + diag[i] + 1; vi = aj + diag[i] + 1; nz = ai[i + 1] - diag[i] - 1; s1 = t[i]; while (nz--) s1 -= (*v++) * t[*vi++]; x[*c--] = t[i] = aa[diag[i]] * s1; } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * 1 * (a->nz) - A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); } PetscErrorCode MatSolve_SeqBAIJ_1(Mat A, Vec bb, Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ *)A->data; IS iscol = a->col, isrow = a->row; PetscInt i, n = a->mbs, *vi, *ai = a->i, *aj = a->j, *adiag = a->diag, nz; const PetscInt *rout, *cout, *r, *c; PetscScalar *x, *tmp, sum; const PetscScalar *b; const MatScalar *aa = a->a, *v; PetscFunctionBegin; if (!n) PetscFunctionReturn(PETSC_SUCCESS); PetscCall(VecGetArrayRead(bb, &b)); PetscCall(VecGetArray(xx, &x)); tmp = a->solve_work; PetscCall(ISGetIndices(isrow, &rout)); r = rout; PetscCall(ISGetIndices(iscol, &cout)); c = cout; /* forward solve the lower triangular */ tmp[0] = b[r[0]]; v = aa; vi = aj; for (i = 1; i < n; i++) { nz = ai[i + 1] - ai[i]; sum = b[r[i]]; PetscSparseDenseMinusDot(sum, tmp, v, vi, nz); tmp[i] = sum; v += nz; vi += nz; } /* backward solve the upper triangular */ for (i = n - 1; i >= 0; i--) { v = aa + adiag[i + 1] + 1; vi = aj + adiag[i + 1] + 1; nz = adiag[i] - adiag[i + 1] - 1; sum = tmp[i]; PetscSparseDenseMinusDot(sum, tmp, v, vi, nz); x[c[i]] = tmp[i] = sum * v[nz]; /* v[nz] = aa[adiag[i]] */ } PetscCall(ISRestoreIndices(isrow, &rout)); PetscCall(ISRestoreIndices(iscol, &cout)); PetscCall(VecRestoreArrayRead(bb, &b)); PetscCall(VecRestoreArray(xx, &x)); PetscCall(PetscLogFlops(2.0 * a->nz - A->cmap->n)); PetscFunctionReturn(PETSC_SUCCESS); }