#include <../src/mat/impls/baij/seq/baij.h> #include #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_N_inplace" 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; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); c = cout + (n-1); /* forward solve the lower triangular */ ierr = PetscMemcpy(t,b+bs*(*r++),bs*sizeof(PetscScalar));CHKERRQ(ierr); for (i=1; idiag[i] - ai[i]; s = t + bs*i; ierr = PetscMemcpy(s,b+bs*(*r++),bs*sizeof(PetscScalar));CHKERRQ(ierr); 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; ierr = PetscMemcpy(ls,t+i*bs,bs*sizeof(PetscScalar));CHKERRQ(ierr); 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); ierr = PetscMemcpy(x + bs*(*c--),t+i*bs,bs*sizeof(PetscScalar));CHKERRQ(ierr); } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*(a->bs2)*(a->nz) - A->rmap->bs*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_7_inplace" 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; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*49*(a->nz) - 7.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_7" PetscErrorCode MatSolve_SeqBAIJ_7(Mat A,Vec bb,Vec xx) { Mat_SeqBAIJ *a =(Mat_SeqBAIJ*)A->data; IS iscol=a->col,isrow=a->row; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; mnz) - 7.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_6_inplace" 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; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*36*(a->nz) - 6.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_6" PetscErrorCode MatSolve_SeqBAIJ_6(Mat A,Vec bb,Vec xx) { Mat_SeqBAIJ *a =(Mat_SeqBAIJ*)A->data; IS iscol=a->col,isrow=a->row; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; mnz) - 6.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_5_inplace" 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; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*25*(a->nz) - 5.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_5" PetscErrorCode MatSolve_SeqBAIJ_5(Mat A,Vec bb,Vec xx) { Mat_SeqBAIJ *a =(Mat_SeqBAIJ*)A->data; IS iscol=a->col,isrow=a->row; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; mnz) - 5.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_4_inplace" 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; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*16*(a->nz) - 4.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_4" PetscErrorCode MatSolve_SeqBAIJ_4(Mat A,Vec bb,Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data; IS iscol=a->col,isrow=a->row; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; mnz) - 4.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_4_Demotion" PetscErrorCode MatSolve_SeqBAIJ_4_Demotion(Mat A,Vec bb,Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data; IS iscol=a->col,isrow=a->row; PetscErrorCode ierr; 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; MatScalar s1,s2,s3,s4,x1,x2,x3,x4,*t; PetscScalar *x; const PetscScalar *b; PetscFunctionBegin; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = (MatScalar*)a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); c = cout + (n-1); /* forward solve the lower triangular */ idx = 4*(*r++); t[0] = (MatScalar)b[idx]; t[1] = (MatScalar)b[1+idx]; t[2] = (MatScalar)b[2+idx]; t[3] = (MatScalar)b[3+idx]; for (i=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]; t[idt] = v[0]*s1+v[4]*s2+v[8]*s3+v[12]*s4; t[1+idt] = v[1]*s1+v[5]*s2+v[9]*s3+v[13]*s4; t[2+idt] = v[2]*s1+v[6]*s2+v[10]*s3+v[14]*s4; t[3+idt] = v[3]*s1+v[7]*s2+v[11]*s3+v[15]*s4; x[idc] = (PetscScalar)t[idt]; x[1+idc] = (PetscScalar)t[1+idt]; x[2+idc] = (PetscScalar)t[2+idt]; x[3+idc] = (PetscScalar)t[3+idt]; } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*16*(a->nz) - 4.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #if defined(PETSC_HAVE_SSE) #include PETSC_HAVE_SSE #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_4_SSE_Demotion" PetscErrorCode MatSolve_SeqBAIJ_4_SSE_Demotion(Mat A,Vec bb,Vec xx) { /* Note: This code uses demotion of double to float when performing the mixed-mode computation. This may not be numerically reasonable for all applications. */ Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data; IS iscol=a->col,isrow=a->row; PetscErrorCode ierr; PetscInt i,n=a->mbs,*vi,*ai=a->i,*aj=a->j,nz,idx,idt,idc,ai16; const PetscInt *r,*c,*diag = a->diag,*rout,*cout; MatScalar *aa=a->a,*v; PetscScalar *x,*b,*t; /* Make space in temp stack for 16 Byte Aligned arrays */ float ssealignedspace[11],*tmps,*tmpx; unsigned long offset; PetscFunctionBegin; SSE_SCOPE_BEGIN; offset = (unsigned long)ssealignedspace % 16; if (offset) offset = (16 - offset)/4; tmps = &ssealignedspace[offset]; tmpx = &ssealignedspace[offset+4]; PREFETCH_NTA(aa+16*ai[1]); ierr = VecGetArray(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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]; v = aa + 16*ai[1]; for (i=1; i=0; ) { PREFETCH_NTA(&v[8]); vi = aj + diag[i] + 1; nz = ai[i+1] - diag[i] - 1; /* Demote accumulator from double to float */ CONVERT_DOUBLE4_FLOAT4(tmps,&t[idt]); LOAD_PS(tmps,XMM7); while (nz--) { PREFETCH_NTA(&v[16]); idx = 4*(*vi++); /* Demote solution (so far) from double to float */ CONVERT_DOUBLE4_FLOAT4(tmpx,&t[idx]); /* 4x4 Matrix-Vector Product with negative accumulation: */ SSE_INLINE_BEGIN_2(tmpx,v) SSE_LOAD_PS(SSE_ARG_1,FLOAT_0,XMM6) /* First Column */ SSE_COPY_PS(XMM0,XMM6) SSE_SHUFFLE(XMM0,XMM0,0x00) SSE_MULT_PS_M(XMM0,SSE_ARG_2,FLOAT_0) SSE_SUB_PS(XMM7,XMM0) /* Second Column */ SSE_COPY_PS(XMM1,XMM6) SSE_SHUFFLE(XMM1,XMM1,0x55) SSE_MULT_PS_M(XMM1,SSE_ARG_2,FLOAT_4) SSE_SUB_PS(XMM7,XMM1) SSE_PREFETCH_NTA(SSE_ARG_2,FLOAT_24) /* Third Column */ SSE_COPY_PS(XMM2,XMM6) SSE_SHUFFLE(XMM2,XMM2,0xAA) SSE_MULT_PS_M(XMM2,SSE_ARG_2,FLOAT_8) SSE_SUB_PS(XMM7,XMM2) /* Fourth Column */ SSE_COPY_PS(XMM3,XMM6) SSE_SHUFFLE(XMM3,XMM3,0xFF) SSE_MULT_PS_M(XMM3,SSE_ARG_2,FLOAT_12) SSE_SUB_PS(XMM7,XMM3) SSE_INLINE_END_2 v += 16; } v = aa + ai16; ai16 = 16*diag[--i]; PREFETCH_NTA(aa+ai16+16); /* Scale the result by the diagonal 4x4 block, which was inverted as part of the factorization */ SSE_INLINE_BEGIN_3(v,tmps,aa+ai16) /* First Column */ SSE_COPY_PS(XMM0,XMM7) SSE_SHUFFLE(XMM0,XMM0,0x00) SSE_MULT_PS_M(XMM0,SSE_ARG_1,FLOAT_0) /* Second Column */ SSE_COPY_PS(XMM1,XMM7) SSE_SHUFFLE(XMM1,XMM1,0x55) SSE_MULT_PS_M(XMM1,SSE_ARG_1,FLOAT_4) SSE_ADD_PS(XMM0,XMM1) SSE_PREFETCH_NTA(SSE_ARG_3,FLOAT_24) /* Third Column */ SSE_COPY_PS(XMM2,XMM7) SSE_SHUFFLE(XMM2,XMM2,0xAA) SSE_MULT_PS_M(XMM2,SSE_ARG_1,FLOAT_8) SSE_ADD_PS(XMM0,XMM2) /* Fourth Column */ SSE_COPY_PS(XMM3,XMM7) SSE_SHUFFLE(XMM3,XMM3,0xFF) SSE_MULT_PS_M(XMM3,SSE_ARG_1,FLOAT_12) SSE_ADD_PS(XMM0,XMM3) SSE_STORE_PS(SSE_ARG_2,FLOAT_0,XMM0) SSE_INLINE_END_3 /* Promote solution from float to double */ CONVERT_FLOAT4_DOUBLE4(&t[idt],tmps); /* Apply reordering to t and stream into x. */ /* This way, x doesn't pollute the cache. */ /* Be careful with size: 2 doubles = 4 floats! */ idc = 4*(*c--); SSE_INLINE_BEGIN_2((float*)&t[idt],(float*)&x[idc]) /* x[idc] = t[idt]; x[1+idc] = t[1+idc]; */ SSE_LOAD_PS(SSE_ARG_1,FLOAT_0,XMM0) SSE_STREAM_PS(SSE_ARG_2,FLOAT_0,XMM0) /* x[idc+2] = t[idt+2]; x[3+idc] = t[3+idc]; */ SSE_LOAD_PS(SSE_ARG_1,FLOAT_4,XMM1) SSE_STREAM_PS(SSE_ARG_2,FLOAT_4,XMM1) SSE_INLINE_END_2 v = aa + ai16 + 16; idt -= 4; } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArray(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*16*(a->nz) - 4.0*A->cmap->n);CHKERRQ(ierr); SSE_SCOPE_END; PetscFunctionReturn(0); } #endif #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_3_inplace" 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; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*9*(a->nz) - 3.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_3" PetscErrorCode MatSolve_SeqBAIJ_3(Mat A,Vec bb,Vec xx) { Mat_SeqBAIJ *a =(Mat_SeqBAIJ*)A->data; IS iscol=a->col,isrow=a->row; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; mnz) - 3.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_2_inplace" 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; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); 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=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; } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*4*(a->nz) - 2.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_2" PetscErrorCode MatSolve_SeqBAIJ_2(Mat A,Vec bb,Vec xx) { Mat_SeqBAIJ *a =(Mat_SeqBAIJ*)A->data; IS iscol=a->col,isrow=a->row; PetscErrorCode ierr; 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; ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); c = cout; /* forward solve the lower triangular */ idx = 2*r[0]; t[0] = b[idx]; t[1] = b[1+idx]; for (i=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; mnz) - 2.0*A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_1_inplace" 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; PetscErrorCode ierr; 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(0); ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); t = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); c = cout + (n-1); /* forward solve the lower triangular */ t[0] = b[*r++]; for (i=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; } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2.0*1*(a->nz) - A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); } #undef __FUNCT__ #define __FUNCT__ "MatSolve_SeqBAIJ_1" PetscErrorCode MatSolve_SeqBAIJ_1(Mat A,Vec bb,Vec xx) { Mat_SeqBAIJ *a = (Mat_SeqBAIJ*)A->data; IS iscol = a->col,isrow = a->row; PetscErrorCode ierr; 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(0); ierr = VecGetArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecGetArray(xx,&x);CHKERRQ(ierr); tmp = a->solve_work; ierr = ISGetIndices(isrow,&rout);CHKERRQ(ierr); r = rout; ierr = ISGetIndices(iscol,&cout);CHKERRQ(ierr); c = cout; /* forward solve the lower triangular */ tmp[0] = b[r[0]]; v = aa; vi = aj; for (i=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]] */ } ierr = ISRestoreIndices(isrow,&rout);CHKERRQ(ierr); ierr = ISRestoreIndices(iscol,&cout);CHKERRQ(ierr); ierr = VecRestoreArrayRead(bb,&b);CHKERRQ(ierr); ierr = VecRestoreArray(xx,&x);CHKERRQ(ierr); ierr = PetscLogFlops(2*a->nz - A->cmap->n);CHKERRQ(ierr); PetscFunctionReturn(0); }