hypre/krylov/bicgstab.c
2011-11-08 16:19:33 +00:00

737 lines
25 KiB
C

/*BHEADER**********************************************************************
* Copyright (c) 2008, Lawrence Livermore National Security, LLC.
* Produced at the Lawrence Livermore National Laboratory.
* This file is part of HYPRE. See file COPYRIGHT for details.
*
* HYPRE is free software; you can redistribute it and/or modify it under the
* terms of the GNU Lesser General Public License (as published by the Free
* Software Foundation) version 2.1 dated February 1999.
*
* $Revision$
***********************************************************************EHEADER*/
/******************************************************************************
*
* BiCGSTAB bicgstab
*
*****************************************************************************/
#include "krylov.h"
#include "_hypre_utilities.h"
/*--------------------------------------------------------------------------
* hypre_BiCGSTABFunctionsCreate
*--------------------------------------------------------------------------*/
hypre_BiCGSTABFunctions *
hypre_BiCGSTABFunctionsCreate(
void *(*CreateVector)( void *vvector ),
HYPRE_Int (*DestroyVector)( void *vvector ),
void *(*MatvecCreate)( void *A , void *x ),
HYPRE_Int (*Matvec)( void *matvec_data , double alpha , void *A , void *x , double beta , void *y ),
HYPRE_Int (*MatvecDestroy)( void *matvec_data ),
double (*InnerProd)( void *x , void *y ),
HYPRE_Int (*CopyVector)( void *x , void *y ),
HYPRE_Int (*ClearVector)( void *x ),
HYPRE_Int (*ScaleVector)( double alpha , void *x ),
HYPRE_Int (*Axpy)( double alpha , void *x , void *y ),
HYPRE_Int (*CommInfo)( void *A , HYPRE_Int *my_id , HYPRE_Int *num_procs ),
HYPRE_Int (*PrecondSetup)( void *vdata, void *A, void *b, void *x ),
HYPRE_Int (*Precond)( void *vdata, void *A, void *b, void *x )
)
{
hypre_BiCGSTABFunctions * bicgstab_functions;
bicgstab_functions = (hypre_BiCGSTABFunctions *)
hypre_CTAlloc( hypre_BiCGSTABFunctions, 1 );
bicgstab_functions->CreateVector = CreateVector;
bicgstab_functions->DestroyVector = DestroyVector;
bicgstab_functions->MatvecCreate = MatvecCreate;
bicgstab_functions->Matvec = Matvec;
bicgstab_functions->MatvecDestroy = MatvecDestroy;
bicgstab_functions->InnerProd = InnerProd;
bicgstab_functions->CopyVector = CopyVector;
bicgstab_functions->ClearVector = ClearVector;
bicgstab_functions->ScaleVector = ScaleVector;
bicgstab_functions->Axpy = Axpy;
bicgstab_functions->CommInfo = CommInfo;
bicgstab_functions->precond_setup = PrecondSetup;
bicgstab_functions->precond = Precond;
return bicgstab_functions;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABCreate
*--------------------------------------------------------------------------*/
void *
hypre_BiCGSTABCreate( hypre_BiCGSTABFunctions * bicgstab_functions )
{
hypre_BiCGSTABData *bicgstab_data;
bicgstab_data = hypre_CTAlloc( hypre_BiCGSTABData, 1);
bicgstab_data->functions = bicgstab_functions;
/* set defaults */
(bicgstab_data -> tol) = 1.0e-06;
(bicgstab_data -> min_iter) = 0;
(bicgstab_data -> max_iter) = 1000;
(bicgstab_data -> stop_crit) = 0; /* rel. residual norm */
(bicgstab_data -> a_tol) = 0.0;
(bicgstab_data -> precond_data) = NULL;
(bicgstab_data -> logging) = 0;
(bicgstab_data -> print_level) = 0;
(bicgstab_data -> p) = NULL;
(bicgstab_data -> q) = NULL;
(bicgstab_data -> r) = NULL;
(bicgstab_data -> r0) = NULL;
(bicgstab_data -> s) = NULL;
(bicgstab_data -> v) = NULL;
(bicgstab_data -> matvec_data) = NULL;
(bicgstab_data -> norms) = NULL;
(bicgstab_data -> log_file_name) = NULL;
return (void *) bicgstab_data;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABDestroy
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABDestroy( void *bicgstab_vdata )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
hypre_BiCGSTABFunctions *bicgstab_functions = bicgstab_data->functions;
if (bicgstab_data)
{
if ( (bicgstab_data -> norms) != NULL )
hypre_TFree(bicgstab_data -> norms);
(*(bicgstab_functions->MatvecDestroy))(bicgstab_data -> matvec_data);
(*(bicgstab_functions->DestroyVector))(bicgstab_data -> r);
(*(bicgstab_functions->DestroyVector))(bicgstab_data -> r0);
(*(bicgstab_functions->DestroyVector))(bicgstab_data -> s);
(*(bicgstab_functions->DestroyVector))(bicgstab_data -> v);
(*(bicgstab_functions->DestroyVector))(bicgstab_data -> p);
(*(bicgstab_functions->DestroyVector))(bicgstab_data -> q);
hypre_TFree(bicgstab_data);
hypre_TFree(bicgstab_functions);
}
return(hypre_error_flag);
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetup
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetup( void *bicgstab_vdata,
void *A,
void *b,
void *x )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
hypre_BiCGSTABFunctions *bicgstab_functions = bicgstab_data->functions;
HYPRE_Int max_iter = (bicgstab_data -> max_iter);
HYPRE_Int (*precond_setup)() = (bicgstab_functions -> precond_setup);
void *precond_data = (bicgstab_data -> precond_data);
(bicgstab_data -> A) = A;
/*--------------------------------------------------
* The arguments for NewVector are important to
* maintain consistency between the setup and
* compute phases of matvec and the preconditioner.
*--------------------------------------------------*/
if ((bicgstab_data -> p) == NULL)
(bicgstab_data -> p) = (*(bicgstab_functions->CreateVector))(b);
if ((bicgstab_data -> q) == NULL)
(bicgstab_data -> q) = (*(bicgstab_functions->CreateVector))(b);
if ((bicgstab_data -> r) == NULL)
(bicgstab_data -> r) = (*(bicgstab_functions->CreateVector))(b);
if ((bicgstab_data -> r0) == NULL)
(bicgstab_data -> r0) = (*(bicgstab_functions->CreateVector))(b);
if ((bicgstab_data -> s) == NULL)
(bicgstab_data -> s) = (*(bicgstab_functions->CreateVector))(b);
if ((bicgstab_data -> v) == NULL)
(bicgstab_data -> v) = (*(bicgstab_functions->CreateVector))(b);
if ((bicgstab_data -> matvec_data) == NULL)
(bicgstab_data -> matvec_data) =
(*(bicgstab_functions->MatvecCreate))(A, x);
precond_setup(precond_data, A, b, x);
/*-----------------------------------------------------
* Allocate space for log info
*-----------------------------------------------------*/
if ((bicgstab_data->logging)>0 || (bicgstab_data->print_level) > 0)
{
if ((bicgstab_data -> norms) == NULL)
(bicgstab_data -> norms) = hypre_CTAlloc(double, max_iter + 1);
}
if ((bicgstab_data -> print_level) > 0)
{
if ((bicgstab_data -> log_file_name) == NULL)
(bicgstab_data -> log_file_name) = "bicgstab.out.log";
}
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSolve
*-------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSolve(void *bicgstab_vdata,
void *A,
void *b,
void *x)
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
hypre_BiCGSTABFunctions *bicgstab_functions = bicgstab_data->functions;
HYPRE_Int min_iter = (bicgstab_data -> min_iter);
HYPRE_Int max_iter = (bicgstab_data -> max_iter);
HYPRE_Int stop_crit = (bicgstab_data -> stop_crit);
double r_tol = (bicgstab_data -> tol);
double cf_tol = (bicgstab_data -> cf_tol);
void *matvec_data = (bicgstab_data -> matvec_data);
double a_tol = (bicgstab_data -> a_tol);
void *r = (bicgstab_data -> r);
void *r0 = (bicgstab_data -> r0);
void *s = (bicgstab_data -> s);
void *v = (bicgstab_data -> v);
void *p = (bicgstab_data -> p);
void *q = (bicgstab_data -> q);
HYPRE_Int (*precond)() = (bicgstab_functions -> precond);
HYPRE_Int *precond_data = (bicgstab_data -> precond_data);
/* logging variables */
HYPRE_Int logging = (bicgstab_data -> logging);
HYPRE_Int print_level = (bicgstab_data -> print_level);
double *norms = (bicgstab_data -> norms);
/* char *log_file_name = (bicgstab_data -> log_file_name);
FILE *fp; */
HYPRE_Int ierr = 0;
HYPRE_Int iter;
HYPRE_Int my_id, num_procs;
double alpha, beta, gamma, epsilon, temp, res, r_norm, b_norm;
double epsmac = 1.e-128;
double ieee_check = 0.;
double cf_ave_0 = 0.0;
double cf_ave_1 = 0.0;
double weight;
double r_norm_0;
double den_norm;
double gamma_numer;
double gamma_denom;
(bicgstab_data -> converged) = 0;
(*(bicgstab_functions->CommInfo))(A,&my_id,&num_procs);
if (logging > 0 || print_level > 0)
{
norms = (bicgstab_data -> norms);
/* log_file_name = (bicgstab_data -> log_file_name);
fp = fopen(log_file_name,"w"); */
}
/* initialize work arrays */
(*(bicgstab_functions->CopyVector))(b,r0);
/* compute initial residual */
(*(bicgstab_functions->Matvec))(matvec_data,-1.0, A, x, 1.0, r0);
(*(bicgstab_functions->CopyVector))(r0,r);
(*(bicgstab_functions->CopyVector))(r0,p);
b_norm = sqrt((*(bicgstab_functions->InnerProd))(b,b));
/* Since it is does not diminish performance, attempt to return an error flag
and notify users when they supply bad input. */
if (b_norm != 0.) ieee_check = b_norm/b_norm; /* INF -> NaN conversion */
if (ieee_check != ieee_check)
{
/* ...INFs or NaNs in input can make ieee_check a NaN. This test
for ieee_check self-equality works on all IEEE-compliant compilers/
machines, c.f. page 8 of "Lecture Notes on the Status of IEEE 754"
by W. Kahan, May 31, 1996. Currently (July 2002) this paper may be
found at http://HTTP.CS.Berkeley.EDU/~wkahan/ieee754status/IEEE754.PDF */
if (logging > 0 || print_level > 0)
{
hypre_printf("\n\nERROR detected by Hypre ... BEGIN\n");
hypre_printf("ERROR -- hypre_BiCGSTABSolve: INFs and/or NaNs detected in input.\n");
hypre_printf("User probably placed non-numerics in supplied b.\n");
hypre_printf("Returning error flag += 101. Program not terminated.\n");
hypre_printf("ERROR detected by Hypre ... END\n\n\n");
}
hypre_error(HYPRE_ERROR_GENERIC);
return hypre_error_flag;
}
res = (*(bicgstab_functions->InnerProd))(r0,r0);
r_norm = sqrt(res);
r_norm_0 = r_norm;
/* Since it is does not diminish performance, attempt to return an error flag
and notify users when they supply bad input. */
if (r_norm != 0.) ieee_check = r_norm/r_norm; /* INF -> NaN conversion */
if (ieee_check != ieee_check)
{
/* ...INFs or NaNs in input can make ieee_check a NaN. This test
for ieee_check self-equality works on all IEEE-compliant compilers/
machines, c.f. page 8 of "Lecture Notes on the Status of IEEE 754"
by W. Kahan, May 31, 1996. Currently (July 2002) this paper may be
found at http://HTTP.CS.Berkeley.EDU/~wkahan/ieee754status/IEEE754.PDF */
if (logging > 0 || print_level > 0)
{
hypre_printf("\n\nERROR detected by Hypre ... BEGIN\n");
hypre_printf("ERROR -- hypre_BiCGSTABSolve: INFs and/or NaNs detected in input.\n");
hypre_printf("User probably placed non-numerics in supplied A or x_0.\n");
hypre_printf("Returning error flag += 101. Program not terminated.\n");
hypre_printf("ERROR detected by Hypre ... END\n\n\n");
}
hypre_error(HYPRE_ERROR_GENERIC);
return hypre_error_flag;
}
if (logging > 0 || print_level > 0)
{
norms[0] = r_norm;
if (print_level > 0 && my_id == 0)
{
hypre_printf("L2 norm of b: %e\n", b_norm);
if (b_norm == 0.0)
hypre_printf("Rel_resid_norm actually contains the residual norm\n");
hypre_printf("Initial L2 norm of residual: %e\n", r_norm);
}
}
iter = 0;
if (b_norm > 0.0)
{
/* convergence criterion |r_i| <= r_tol*|b| if |b| > 0 */
den_norm = b_norm;
}
else
{
/* convergence criterion |r_i| <= r_tol*|r0| if |b| = 0 */
den_norm = r_norm;
};
/* convergence criterion |r_i| <= r_tol/a_tol , absolute residual norm*/
if (stop_crit)
{
if (a_tol == 0.0) /* this is for backwards compatibility
(accomodating setting stop_crit to 1, but not setting a_tol) -
eventually we will get rid of the stop_crit flag as with GMRES */
epsilon = r_tol;
else
epsilon = a_tol; /* this means new interface fcn called */
}
else /* default convergence test (stop_crit = 0)*/
{
/* convergence criteria: |r_i| <= max( a_tol, r_tol * den_norm)
den_norm = |r_0| or |b|
note: default for a_tol is 0.0, so relative residual criteria is used unless
user also specifies a_tol or sets r_tol = 0.0, which means absolute
tol only is checked */
epsilon = hypre_max(a_tol, r_tol*den_norm);
}
if (print_level > 0 && my_id == 0)
{
if (b_norm > 0.0)
{hypre_printf("=============================================\n\n");
hypre_printf("Iters resid.norm conv.rate rel.res.norm\n");
hypre_printf("----- ------------ ---------- ------------\n");
}
else
{hypre_printf("=============================================\n\n");
hypre_printf("Iters resid.norm conv.rate\n");
hypre_printf("----- ------------ ----------\n");
}
}
(bicgstab_data -> num_iterations) = iter;
if (b_norm > 0.0)
(bicgstab_data -> rel_residual_norm) = r_norm/b_norm;
/* check for convergence before starting */
if (r_norm == 0.0)
{
ierr = 0;
return hypre_error_flag;
}
else if (r_norm <= epsilon && iter >= min_iter)
{
if (print_level > 0 && my_id == 0)
{
hypre_printf("\n\n");
hypre_printf("Tolerance and min_iter requirements satisfied by initial data.\n");
hypre_printf("Final L2 norm of residual: %e\n\n", r_norm);
}
(bicgstab_data -> converged) = 1;
return hypre_error_flag;
}
/* Start BiCGStab iterations */
while (iter < max_iter)
{
iter++;
(*(bicgstab_functions->ClearVector))(v);
precond(precond_data, A, p, v);
(*(bicgstab_functions->Matvec))(matvec_data,1.0,A,v,0.0,q);
temp = (*(bicgstab_functions->InnerProd))(r0,q);
if (fabs(temp) >= epsmac)
alpha = res/temp;
else
{
hypre_printf("BiCGSTAB broke down!! divide by near zero\n");
return(1);
}
(*(bicgstab_functions->Axpy))(alpha,v,x);
(*(bicgstab_functions->Axpy))(-alpha,q,r);
(*(bicgstab_functions->ClearVector))(v);
precond(precond_data, A, r, v);
(*(bicgstab_functions->Matvec))(matvec_data,1.0,A,v,0.0,s);
/* Handle case when gamma = 0.0/0.0 as 0.0 and not NAN */
gamma_numer = (*(bicgstab_functions->InnerProd))(r,s);
gamma_denom = (*(bicgstab_functions->InnerProd))(s,s);
if ((gamma_numer == 0.0) && (gamma_denom == 0.0))
gamma = 0.0;
else
gamma= gamma_numer/gamma_denom;
(*(bicgstab_functions->Axpy))(gamma,v,x);
(*(bicgstab_functions->Axpy))(-gamma,s,r);
/* residual is now updated, must immediately check for convergence */
r_norm = sqrt((*(bicgstab_functions->InnerProd))(r,r));
if (logging > 0 || print_level > 0)
{
norms[iter] = r_norm;
}
if (print_level > 0 && my_id == 0)
{
if (b_norm > 0.0)
hypre_printf("% 5d %e %f %e\n", iter, norms[iter],
norms[iter]/norms[iter-1], norms[iter]/b_norm);
else
hypre_printf("% 5d %e %f\n", iter, norms[iter],
norms[iter]/norms[iter-1]);
}
/* Is this extra check for r_norm exactly 0.0 necessary ?*/
if (r_norm == 0.0)
{
ierr = 0;
return hypre_error_flag;
}
/* check for convergence, evaluate actual residual */
if (r_norm <= epsilon && iter >= min_iter)
{
(*(bicgstab_functions->CopyVector))(b,r);
(*(bicgstab_functions->Matvec))(matvec_data,-1.0,A,x,1.0,r);
r_norm = sqrt((*(bicgstab_functions->InnerProd))(r,r));
if (r_norm <= epsilon)
{
if (print_level > 0 && my_id == 0)
{
hypre_printf("\n\n");
hypre_printf("Final L2 norm of residual: %e\n\n", r_norm);
}
(bicgstab_data -> converged) = 1;
break;
}
}
/*--------------------------------------------------------------------
* Optional test to see if adequate progress is being made.
* The average convergence factor is recorded and compared
* against the tolerance 'cf_tol'. The weighting factor is
* intended to pay more attention to the test when an accurate
* estimate for average convergence factor is available.
*--------------------------------------------------------------------*/
if (cf_tol > 0.0)
{
cf_ave_0 = cf_ave_1;
cf_ave_1 = pow( r_norm / r_norm_0, 1.0/(2.0*iter));
weight = fabs(cf_ave_1 - cf_ave_0);
weight = weight / hypre_max(cf_ave_1, cf_ave_0);
weight = 1.0 - weight;
if (weight * cf_ave_1 > cf_tol) break;
}
if (fabs(res) >= epsmac)
beta = 1.0/res;
else
{
hypre_printf("BiCGSTAB broke down!! res=0 \n");
return(2);
}
res = (*(bicgstab_functions->InnerProd))(r0,r);
beta *= res;
(*(bicgstab_functions->Axpy))(-gamma,q,p);
if (fabs(gamma) >= epsmac)
(*(bicgstab_functions->ScaleVector))((beta*alpha/gamma),p);
else
{
hypre_printf("BiCGSTAB broke down!! gamma=0 \n");
return(3);
}
(*(bicgstab_functions->Axpy))(1.0,r,p);
} /* end while loop */
(bicgstab_data -> num_iterations) = iter;
if (b_norm > 0.0)
(bicgstab_data -> rel_residual_norm) = r_norm/b_norm;
if (b_norm == 0.0)
(bicgstab_data -> rel_residual_norm) = r_norm;
if (iter >= max_iter && r_norm > epsilon) hypre_error(HYPRE_ERROR_CONV);
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetTol
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetTol( void *bicgstab_vdata,
double tol )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
(bicgstab_data -> tol) = tol;
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetAbsoluteTol
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetAbsoluteTol( void *bicgstab_vdata,
double a_tol )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
(bicgstab_data -> a_tol) = a_tol;
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetConvergenceFactorTol
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetConvergenceFactorTol( void *bicgstab_vdata,
double cf_tol )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
(bicgstab_data -> cf_tol) = cf_tol;
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetMinIter
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetMinIter( void *bicgstab_vdata,
HYPRE_Int min_iter )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
(bicgstab_data -> min_iter) = min_iter;
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetMaxIter
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetMaxIter( void *bicgstab_vdata,
HYPRE_Int max_iter )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
(bicgstab_data -> max_iter) = max_iter;
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetStopCrit
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetStopCrit( void *bicgstab_vdata,
HYPRE_Int stop_crit )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
(bicgstab_data -> stop_crit) = stop_crit;
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetPrecond
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetPrecond( void *bicgstab_vdata,
HYPRE_Int (*precond)(),
HYPRE_Int (*precond_setup)(),
void *precond_data )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
hypre_BiCGSTABFunctions *bicgstab_functions = bicgstab_data->functions;
(bicgstab_functions -> precond) = precond;
(bicgstab_functions -> precond_setup) = precond_setup;
(bicgstab_data -> precond_data) = precond_data;
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABGetPrecond
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABGetPrecond( void *bicgstab_vdata,
HYPRE_Solver *precond_data_ptr )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
*precond_data_ptr = (HYPRE_Solver)(bicgstab_data -> precond_data);
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetLogging
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetLogging( void *bicgstab_vdata,
HYPRE_Int logging)
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
(bicgstab_data -> logging) = logging;
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABSetPrintLevel
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABSetPrintLevel( void *bicgstab_vdata,
HYPRE_Int print_level)
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
(bicgstab_data -> print_level) = print_level;
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABGetConverged
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABGetConverged( void *bicgstab_vdata,
HYPRE_Int *converged )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
*converged = (bicgstab_data -> converged);
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABGetNumIterations
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABGetNumIterations( void *bicgstab_vdata,
HYPRE_Int *num_iterations )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
*num_iterations = (bicgstab_data -> num_iterations);
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABGetFinalRelativeResidualNorm
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABGetFinalRelativeResidualNorm( void *bicgstab_vdata,
double *relative_residual_norm )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
*relative_residual_norm = (bicgstab_data -> rel_residual_norm);
return hypre_error_flag;
}
/*--------------------------------------------------------------------------
* hypre_BiCGSTABGetResidual
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BiCGSTABGetResidual( void *bicgstab_vdata,
void **residual )
{
hypre_BiCGSTABData *bicgstab_data = bicgstab_vdata;
*residual = (bicgstab_data -> r);
return hypre_error_flag;
}