Actual source code: borthog2.c

petsc-3.9.0 2018-04-07
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  2: /*
  3:     Routines used for the orthogonalization of the Hessenberg matrix.

  5:     Note that for the complex numbers version, the VecDot() and
  6:     VecMDot() arguments within the code MUST remain in the order
  7:     given for correct computation of inner products.
  8: */
  9:  #include <../src/ksp/ksp/impls/gmres/gmresimpl.h>

 11: /*@C
 12:      KSPGMRESClassicalGramSchmidtOrthogonalization -  This is the basic orthogonalization routine
 13:                 using classical Gram-Schmidt with possible iterative refinement to improve the stability

 15:      Collective on KSP

 17:   Input Parameters:
 18: +   ksp - KSP object, must be associated with GMRES, FGMRES, or LGMRES Krylov method
 19: -   its - one less then the current GMRES restart iteration, i.e. the size of the Krylov space

 21:    Options Database Keys:
 22: +   -ksp_gmres_classicalgramschmidt - Activates KSPGMRESClassicalGramSchmidtOrthogonalization()
 23: -   -ksp_gmres_cgs_refinement_type <refine_never,refine_ifneeded,refine_always> - determine if iterative refinement is
 24:                                    used to increase the stability of the classical Gram-Schmidt  orthogonalization.

 26:     Notes: Use KSPGMRESSetCGSRefinementType() to determine if iterative refinement is to be used

 28:    Level: intermediate

 30: .seelaso:  KSPGMRESSetOrthogonalization(), KSPGMRESClassicalGramSchmidtOrthogonalization(), KSPGMRESSetCGSRefinementType(),
 31:            KSPGMRESGetCGSRefinementType(), KSPGMRESGetOrthogonalization()

 33: @*/
 34: PetscErrorCode  KSPGMRESClassicalGramSchmidtOrthogonalization(KSP ksp,PetscInt it)
 35: {
 36:   KSP_GMRES      *gmres = (KSP_GMRES*)(ksp->data);
 38:   PetscInt       j;
 39:   PetscScalar    *hh,*hes,*lhh;
 40:   PetscReal      hnrm, wnrm;
 41:   PetscBool      refine = (PetscBool)(gmres->cgstype == KSP_GMRES_CGS_REFINE_ALWAYS);

 44:   PetscLogEventBegin(KSP_GMRESOrthogonalization,ksp,0,0,0);
 45:   if (!gmres->orthogwork) {
 46:     PetscMalloc1(gmres->max_k + 2,&gmres->orthogwork);
 47:   }
 48:   lhh = gmres->orthogwork;

 50:   /* update Hessenberg matrix and do unmodified Gram-Schmidt */
 51:   hh  = HH(0,it);
 52:   hes = HES(0,it);

 54:   /* Clear hh and hes since we will accumulate values into them */
 55:   for (j=0; j<=it; j++) {
 56:     hh[j]  = 0.0;
 57:     hes[j] = 0.0;
 58:   }

 60:   /*
 61:      This is really a matrix-vector product, with the matrix stored
 62:      as pointer to rows
 63:   */
 64:   VecMDot(VEC_VV(it+1),it+1,&(VEC_VV(0)),lhh); /* <v,vnew> */
 65:   for (j=0; j<=it; j++) {
 66:     KSPCheckDot(ksp,lhh[j]);
 67:     lhh[j] = -lhh[j];
 68:   }

 70:   /*
 71:          This is really a matrix vector product:
 72:          [h[0],h[1],...]*[ v[0]; v[1]; ...] subtracted from v[it+1].
 73:   */
 74:   VecMAXPY(VEC_VV(it+1),it+1,lhh,&VEC_VV(0));
 75:   /* note lhh[j] is -<v,vnew> , hence the subtraction */
 76:   for (j=0; j<=it; j++) {
 77:     hh[j]  -= lhh[j];     /* hh += <v,vnew> */
 78:     hes[j] -= lhh[j];     /* hes += <v,vnew> */
 79:   }

 81:   /*
 82:    *  the second step classical Gram-Schmidt is only necessary
 83:    *  when a simple test criteria is not passed
 84:    */
 85:   if (gmres->cgstype == KSP_GMRES_CGS_REFINE_IFNEEDED) {
 86:     hnrm = 0.0;
 87:     for (j=0; j<=it; j++) hnrm +=  PetscRealPart(lhh[j] * PetscConj(lhh[j]));

 89:     hnrm = PetscSqrtReal(hnrm);
 90:     VecNorm(VEC_VV(it+1),NORM_2, &wnrm);
 91:     if (wnrm < hnrm) {
 92:       refine = PETSC_TRUE;
 93:       PetscInfo2(ksp,"Performing iterative refinement wnorm %g hnorm %g\n",(double)wnrm,(double)hnrm);
 94:     }
 95:   }

 97:   if (refine) {
 98:     VecMDot(VEC_VV(it+1),it+1,&(VEC_VV(0)),lhh); /* <v,vnew> */
 99:     for (j=0; j<=it; j++) lhh[j] = -lhh[j];
100:     VecMAXPY(VEC_VV(it+1),it+1,lhh,&VEC_VV(0));
101:     /* note lhh[j] is -<v,vnew> , hence the subtraction */
102:     for (j=0; j<=it; j++) {
103:       hh[j]  -= lhh[j];     /* hh += <v,vnew> */
104:       hes[j] -= lhh[j];     /* hes += <v,vnew> */
105:     }
106:   }
107:   PetscLogEventEnd(KSP_GMRESOrthogonalization,ksp,0,0,0);
108:   return(0);
109: }