removed (nan) average printing with normal modes

[gromacs.git] / src / mdlib / minimize.c

/* -*- mode: c; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4; c-file-style: "stroustrup"; -*-
 *
 * 
 *                This source code is part of
 * 
 *                 G   R   O   M   A   C   S
 * 
 *          GROningen MAchine for Chemical Simulations
 * 
 *                        VERSION 3.2.0
 * Written by David van der Spoel, Erik Lindahl, Berk Hess, and others.
 * Copyright (c) 1991-2000, University of Groningen, The Netherlands.
 * Copyright (c) 2001-2004, The GROMACS development team,
 * check out http://www.gromacs.org for more information.

 * This program is free software; you can redistribute it and/or
 * modify it under the terms of the GNU General Public License
 * as published by the Free Software Foundation; either version 2
 * of the License, or (at your option) any later version.
 * 
 * If you want to redistribute modifications, please consider that
 * scientific software is very special. Version control is crucial -
 * bugs must be traceable. We will be happy to consider code for
 * inclusion in the official distribution, but derived work must not
 * be called official GROMACS. Details are found in the README & COPYING
 * files - if they are missing, get the official version at www.gromacs.org.
 * 
 * To help us fund GROMACS development, we humbly ask that you cite
 * the papers on the package - you can find them in the top README file.
 * 
 * For more info, check our website at http://www.gromacs.org
 * 
 * And Hey:
 * GROwing Monsters And Cloning Shrimps
 */
#ifdef HAVE_CONFIG_H
#include <config.h>
#endif

#include <string.h>
#include <time.h>
#include <math.h>
#include "sysstuff.h"
#include "string2.h"
#include "network.h"
#include "confio.h"
#include "copyrite.h"
#include "smalloc.h"
#include "nrnb.h"
#include "main.h"
#include "force.h"
#include "macros.h"
#include "random.h"
#include "names.h"
#include "gmx_fatal.h"
#include "txtdump.h"
#include "typedefs.h"
#include "update.h"
#include "constr.h"
#include "vec.h"
#include "statutil.h"
#include "tgroup.h"
#include "mdebin.h"
#include "vsite.h"
#include "force.h"
#include "mdrun.h"
#include "domdec.h"
#include "partdec.h"
#include "trnio.h"
#include "sparsematrix.h"
#include "mtxio.h"
#include "mdatoms.h"
#include "ns.h"
#include "gmx_wallcycle.h"
#include "mtop_util.h"
#include "gmxfio.h"
#include "pme.h"

typedef struct {
  t_state s;
  rvec    *f;
  real    epot;
  real    fnorm;
  real    fmax;
  int     a_fmax;
} em_state_t;

static em_state_t *init_em_state()
{
  em_state_t *ems;
  
  snew(ems,1);

  return ems;
}

static void print_em_start(FILE *fplog,t_commrec *cr,gmx_runtime_t *runtime,
                           gmx_wallcycle_t wcycle,
                           const char *name)
{
    char buf[STRLEN];

    runtime_start(runtime);

    sprintf(buf,"Started %s",name);
    print_date_and_time(fplog,cr->nodeid,buf,NULL);

    wallcycle_start(wcycle,ewcRUN);
}
static void em_time_end(FILE *fplog,t_commrec *cr,gmx_runtime_t *runtime,
                        gmx_wallcycle_t wcycle)
{
    wallcycle_stop(wcycle,ewcRUN);

    runtime_end(runtime);
}

static void sp_header(FILE *out,const char *minimizer,real ftol,int nsteps)
{
    fprintf(out,"\n");
    fprintf(out,"%s:\n",minimizer);
    fprintf(out,"   Tolerance (Fmax)   = %12.5e\n",ftol);
    fprintf(out,"   Number of steps    = %12d\n",nsteps);
}

static void warn_step(FILE *fp,real ftol,gmx_bool bLastStep,gmx_bool bConstrain)
{
    if (bLastStep)
    {
        fprintf(fp,"\nReached the maximum number of steps before reaching Fmax < %g\n",ftol);
    }
    else
    {
        fprintf(fp,"\nStepsize too small, or no change in energy.\n"
                "Converged to machine precision,\n"
                "but not to the requested precision Fmax < %g\n",
                ftol);
        if (sizeof(real)<sizeof(double))
        {
            fprintf(fp,"\nDouble precision normally gives you higher accuracy.\n");
        }
        if (bConstrain)
        {
            fprintf(fp,"You might need to increase your constraint accuracy, or turn\n"
                    "off constraints alltogether (set constraints = none in mdp file)\n");
        }
    }
}



static void print_converged(FILE *fp,const char *alg,real ftol,
                            gmx_large_int_t count,gmx_bool bDone,gmx_large_int_t nsteps,
                            real epot,real fmax, int nfmax, real fnorm)
{
  char buf[STEPSTRSIZE];

  if (bDone)
    fprintf(fp,"\n%s converged to Fmax < %g in %s steps\n",
            alg,ftol,gmx_step_str(count,buf)); 
  else if(count<nsteps)
    fprintf(fp,"\n%s converged to machine precision in %s steps,\n"
               "but did not reach the requested Fmax < %g.\n",
            alg,gmx_step_str(count,buf),ftol);
  else 
    fprintf(fp,"\n%s did not converge to Fmax < %g in %s steps.\n",
            alg,ftol,gmx_step_str(count,buf));

#ifdef GMX_DOUBLE
  fprintf(fp,"Potential Energy  = %21.14e\n",epot); 
  fprintf(fp,"Maximum force     = %21.14e on atom %d\n",fmax,nfmax+1); 
  fprintf(fp,"Norm of force     = %21.14e\n",fnorm); 
#else
  fprintf(fp,"Potential Energy  = %14.7e\n",epot); 
  fprintf(fp,"Maximum force     = %14.7e on atom %d\n",fmax,nfmax+1); 
  fprintf(fp,"Norm of force     = %14.7e\n",fnorm); 
#endif
}

static void get_f_norm_max(t_commrec *cr,
                           t_grpopts *opts,t_mdatoms *mdatoms,rvec *f,
                           real *fnorm,real *fmax,int *a_fmax)
{
  double fnorm2,*sum;
  real fmax2,fmax2_0,fam;
  int  la_max,a_max,start,end,i,m,gf;

  /* This routine finds the largest force and returns it.
   * On parallel machines the global max is taken.
   */
  fnorm2 = 0;
  fmax2 = 0;
  la_max = -1;
  gf = 0;
  start = mdatoms->start;
  end   = mdatoms->homenr + start;
  if (mdatoms->cFREEZE) {
    for(i=start; i<end; i++) {
      gf = mdatoms->cFREEZE[i];
      fam = 0;
      for(m=0; m<DIM; m++)
        if (!opts->nFreeze[gf][m])
          fam += sqr(f[i][m]);
      fnorm2 += fam;
      if (fam > fmax2) {
        fmax2  = fam;
        la_max = i;
      }
    }
  } else {
    for(i=start; i<end; i++) {
      fam = norm2(f[i]);
      fnorm2 += fam;
      if (fam > fmax2) {
        fmax2  = fam;
        la_max = i;
      }
    }
  }

  if (la_max >= 0 && DOMAINDECOMP(cr)) {
    a_max = cr->dd->gatindex[la_max];
  } else {
    a_max = la_max;
  }
  if (PAR(cr)) {
    snew(sum,2*cr->nnodes+1);
    sum[2*cr->nodeid]   = fmax2;
    sum[2*cr->nodeid+1] = a_max;
    sum[2*cr->nnodes]   = fnorm2;
    gmx_sumd(2*cr->nnodes+1,sum,cr);
    fnorm2 = sum[2*cr->nnodes];
    /* Determine the global maximum */
    for(i=0; i<cr->nnodes; i++) {
      if (sum[2*i] > fmax2) {
        fmax2 = sum[2*i];
        a_max = (int)(sum[2*i+1] + 0.5);
      }
    }
    sfree(sum);
  }

  if (fnorm)
    *fnorm = sqrt(fnorm2);
  if (fmax)
    *fmax  = sqrt(fmax2);
  if (a_fmax)
    *a_fmax = a_max;
}

static void get_state_f_norm_max(t_commrec *cr,
                           t_grpopts *opts,t_mdatoms *mdatoms,
                           em_state_t *ems)
{
  get_f_norm_max(cr,opts,mdatoms,ems->f,&ems->fnorm,&ems->fmax,&ems->a_fmax);
}

void init_em(FILE *fplog,const char *title,
             t_commrec *cr,t_inputrec *ir,
             t_state *state_global,gmx_mtop_t *top_global,
             em_state_t *ems,gmx_localtop_t **top,
             rvec **f,rvec **f_global,
             t_nrnb *nrnb,rvec mu_tot,
             t_forcerec *fr,gmx_enerdata_t **enerd,
             t_graph **graph,t_mdatoms *mdatoms,gmx_global_stat_t *gstat,
             gmx_vsite_t *vsite,gmx_constr_t constr,
             int nfile,const t_filenm fnm[],
             gmx_mdoutf_t **outf,t_mdebin **mdebin)
{
    int  start,homenr,i;
    real dvdlambda;
    
    if (fplog)
    {
        fprintf(fplog,"Initiating %s\n",title);
    }
    
    state_global->ngtc = 0;
    
    /* Initiate some variables */
    if (ir->efep != efepNO)
    {
        state_global->lambda = ir->init_lambda;
    }
    else 
    {
        state_global->lambda = 0.0;
    }
    
    init_nrnb(nrnb);
    
    if (DOMAINDECOMP(cr))
    {
        *top = dd_init_local_top(top_global);
        
        dd_init_local_state(cr->dd,state_global,&ems->s);

        *f = NULL;
        
        /* Distribute the charge groups over the nodes from the master node */
        dd_partition_system(fplog,ir->init_step,cr,TRUE,1,
                            state_global,top_global,ir,
                            &ems->s,&ems->f,mdatoms,*top,
                            fr,vsite,NULL,constr,
                            nrnb,NULL,FALSE);
        dd_store_state(cr->dd,&ems->s);
        
        if (ir->nstfout)
        {
            snew(*f_global,top_global->natoms);
        }
        else
        {
            *f_global = NULL;
        }
        *graph = NULL;
    }
    else
    {
        snew(*f,top_global->natoms);

        /* Just copy the state */
        ems->s = *state_global;
        snew(ems->s.x,ems->s.nalloc);
        snew(ems->f,ems->s.nalloc);
        for(i=0; i<state_global->natoms; i++)
        {
            copy_rvec(state_global->x[i],ems->s.x[i]);
        }
        copy_mat(state_global->box,ems->s.box);
        
        if (PAR(cr) && ir->eI != eiNM)
        {
            /* Initialize the particle decomposition and split the topology */
            *top = split_system(fplog,top_global,ir,cr);
            
            pd_cg_range(cr,&fr->cg0,&fr->hcg);
        }
        else
        {
            *top = gmx_mtop_generate_local_top(top_global,ir);
        }
        *f_global = *f;
        
        if (ir->ePBC != epbcNONE && !ir->bPeriodicMols)
        {
            *graph = mk_graph(fplog,&((*top)->idef),0,top_global->natoms,FALSE,FALSE);
        }
        else
        {
            *graph = NULL;
        }

        if (PARTDECOMP(cr))
        {
            pd_at_range(cr,&start,&homenr);
            homenr -= start;
        }
        else
        {
            start  = 0;
            homenr = top_global->natoms;
        }
        atoms2md(top_global,ir,0,NULL,start,homenr,mdatoms);
        update_mdatoms(mdatoms,state_global->lambda);
    
        if (vsite)
        {
            set_vsite_top(vsite,*top,mdatoms,cr);
        }
    }
    
    if (constr)
    {
        if (ir->eConstrAlg == econtSHAKE &&
            gmx_mtop_ftype_count(top_global,F_CONSTR) > 0)
        {
            gmx_fatal(FARGS,"Can not do energy minimization with %s, use %s\n",
                      econstr_names[econtSHAKE],econstr_names[econtLINCS]);
        }
        
        if (!DOMAINDECOMP(cr))
        {
            set_constraints(constr,*top,ir,mdatoms,cr);
        }

        if (!ir->bContinuation)
        {
            /* Constrain the starting coordinates */
            dvdlambda=0;
            constrain(PAR(cr) ? NULL : fplog,TRUE,TRUE,constr,&(*top)->idef,
                      ir,NULL,cr,-1,0,mdatoms,
                      ems->s.x,ems->s.x,NULL,ems->s.box,
                      ems->s.lambda,&dvdlambda,
                      NULL,NULL,nrnb,econqCoord,FALSE,0,0);
        }
    }
    
    if (PAR(cr))
    {
        *gstat = global_stat_init(ir);
    }
    
    *outf = init_mdoutf(nfile,fnm,0,cr,ir,NULL);

    snew(*enerd,1);
    init_enerdata(top_global->groups.grps[egcENER].nr,ir->n_flambda,*enerd);

    if (mdebin != NULL)
    {
        /* Init bin for energy stuff */
        *mdebin = init_mdebin((*outf)->fp_ene,top_global,ir,NULL); 
    }

    clear_rvec(mu_tot);
    calc_shifts(ems->s.box,fr->shift_vec);
}

static void finish_em(FILE *fplog,t_commrec *cr,gmx_mdoutf_t *outf,
                      gmx_runtime_t *runtime,gmx_wallcycle_t wcycle)
{
  if (!(cr->duty & DUTY_PME)) {
    /* Tell the PME only node to finish */
    gmx_pme_finish(cr);
  }

  done_mdoutf(outf);

  em_time_end(fplog,cr,runtime,wcycle);
}

static void swap_em_state(em_state_t *ems1,em_state_t *ems2)
{
  em_state_t tmp;

  tmp   = *ems1;
  *ems1 = *ems2;
  *ems2 = tmp;
}

static void copy_em_coords_back(em_state_t *ems,t_state *state,rvec *f)
{
  int i;

  for(i=0; (i<state->natoms); i++)
    copy_rvec(ems->s.x[i],state->x[i]);
  if (f != NULL)
    copy_rvec(ems->f[i],f[i]);
}

static void write_em_traj(FILE *fplog,t_commrec *cr,
                          gmx_mdoutf_t *outf,
                          gmx_bool bX,gmx_bool bF,const char *confout,
                          gmx_mtop_t *top_global,
                          t_inputrec *ir,gmx_large_int_t step,
                          em_state_t *state,
                          t_state *state_global,rvec *f_global)
{
    int mdof_flags;

    if ((bX || bF || confout != NULL) && !DOMAINDECOMP(cr))
    {
        f_global = state->f;
        copy_em_coords_back(state,state_global,bF ? f_global : NULL);
    }
    
    mdof_flags = 0;
    if (bX) { mdof_flags |= MDOF_X; }
    if (bF) { mdof_flags |= MDOF_F; }
    write_traj(fplog,cr,outf,mdof_flags,
               top_global,step,(double)step,
               &state->s,state_global,state->f,f_global,NULL,NULL);
    
    if (confout != NULL && MASTER(cr))
    {
        if (ir->ePBC != epbcNONE && !ir->bPeriodicMols && DOMAINDECOMP(cr))
        {
            /* Make molecules whole only for confout writing */
            do_pbc_mtop(fplog,ir->ePBC,state_global->box,top_global,
                        state_global->x);
        }

        write_sto_conf_mtop(confout,
                            *top_global->name,top_global,
                            state_global->x,NULL,ir->ePBC,state_global->box);
    }
}

static void do_em_step(t_commrec *cr,t_inputrec *ir,t_mdatoms *md,
                       em_state_t *ems1,real a,rvec *f,em_state_t *ems2,
                       gmx_constr_t constr,gmx_localtop_t *top,
                       t_nrnb *nrnb,gmx_wallcycle_t wcycle,
                       gmx_large_int_t count)

{
  t_state *s1,*s2;
  int  start,end,gf,i,m;
  rvec *x1,*x2;
  real dvdlambda;

  s1 = &ems1->s;
  s2 = &ems2->s;

  if (DOMAINDECOMP(cr) && s1->ddp_count != cr->dd->ddp_count)
    gmx_incons("state mismatch in do_em_step");

  s2->flags = s1->flags;

  if (s2->nalloc != s1->nalloc) {
    s2->nalloc = s1->nalloc;
    srenew(s2->x,s1->nalloc);
    srenew(ems2->f,  s1->nalloc);
    if (s2->flags & (1<<estCGP))
      srenew(s2->cg_p,  s1->nalloc);
  }
  
  s2->natoms = s1->natoms;
  s2->lambda = s1->lambda;
  copy_mat(s1->box,s2->box);

  start = md->start;
  end   = md->start + md->homenr;

  x1 = s1->x;
  x2 = s2->x;
  gf = 0;
  for(i=start; i<end; i++) {
    if (md->cFREEZE)
      gf = md->cFREEZE[i];
    for(m=0; m<DIM; m++) {
      if (ir->opts.nFreeze[gf][m])
        x2[i][m] = x1[i][m];
      else
        x2[i][m] = x1[i][m] + a*f[i][m];
    }
  }

  if (s2->flags & (1<<estCGP)) {
    /* Copy the CG p vector */
    x1 = s1->cg_p;
    x2 = s2->cg_p;
    for(i=start; i<end; i++)
      copy_rvec(x1[i],x2[i]);
  }

  if (DOMAINDECOMP(cr)) {
    s2->ddp_count = s1->ddp_count;
    if (s2->cg_gl_nalloc < s1->cg_gl_nalloc) {
      s2->cg_gl_nalloc = s1->cg_gl_nalloc;
      srenew(s2->cg_gl,s2->cg_gl_nalloc);
    }
    s2->ncg_gl = s1->ncg_gl;
    for(i=0; i<s2->ncg_gl; i++)
      s2->cg_gl[i] = s1->cg_gl[i];
    s2->ddp_count_cg_gl = s1->ddp_count_cg_gl;
  }

  if (constr) {
    wallcycle_start(wcycle,ewcCONSTR);
    dvdlambda = 0;
    constrain(NULL,TRUE,TRUE,constr,&top->idef, 
              ir,NULL,cr,count,0,md,
              s1->x,s2->x,NULL,s2->box,s2->lambda,
              &dvdlambda,NULL,NULL,nrnb,econqCoord,FALSE,0,0);
    wallcycle_stop(wcycle,ewcCONSTR);
  }
}

static void do_x_step(t_commrec *cr,int n,rvec *x1,real a,rvec *f,rvec *x2)

{
  int  start,end,i,m;

  if (DOMAINDECOMP(cr)) {
    start = 0;
    end   = cr->dd->nat_home;
  } else if (PARTDECOMP(cr)) {
    pd_at_range(cr,&start,&end);
  } else {
    start = 0;
    end   = n;
  }

  for(i=start; i<end; i++) {
    for(m=0; m<DIM; m++) {
      x2[i][m] = x1[i][m] + a*f[i][m];
    }
  }
}

static void do_x_sub(t_commrec *cr,int n,rvec *x1,rvec *x2,real a,rvec *f)

{
  int  start,end,i,m;

  if (DOMAINDECOMP(cr)) {
    start = 0;
    end   = cr->dd->nat_home;
  } else if (PARTDECOMP(cr)) {
    pd_at_range(cr,&start,&end);
  } else {
    start = 0;
    end   = n;
  }

  for(i=start; i<end; i++) {
    for(m=0; m<DIM; m++) {
      f[i][m] = (x1[i][m] - x2[i][m])*a;
    }
  }
}

static void em_dd_partition_system(FILE *fplog,int step,t_commrec *cr,
                                   gmx_mtop_t *top_global,t_inputrec *ir,
                                   em_state_t *ems,gmx_localtop_t *top,
                                   t_mdatoms *mdatoms,t_forcerec *fr,
                                   gmx_vsite_t *vsite,gmx_constr_t constr,
                                   t_nrnb *nrnb,gmx_wallcycle_t wcycle)
{
    /* Repartition the domain decomposition */
    wallcycle_start(wcycle,ewcDOMDEC);
    dd_partition_system(fplog,step,cr,FALSE,1,
                        NULL,top_global,ir,
                        &ems->s,&ems->f,
                        mdatoms,top,fr,vsite,NULL,constr,
                        nrnb,wcycle,FALSE);
    dd_store_state(cr->dd,&ems->s);
    wallcycle_stop(wcycle,ewcDOMDEC);
}
    
static void evaluate_energy(FILE *fplog,gmx_bool bVerbose,t_commrec *cr,
                            t_state *state_global,gmx_mtop_t *top_global,
                            em_state_t *ems,gmx_localtop_t *top,
                            t_inputrec *inputrec,
                            t_nrnb *nrnb,gmx_wallcycle_t wcycle,
                            gmx_global_stat_t gstat,
                            gmx_vsite_t *vsite,gmx_constr_t constr,
                            t_fcdata *fcd,
                            t_graph *graph,t_mdatoms *mdatoms,
                            t_forcerec *fr,rvec mu_tot,
                            gmx_enerdata_t *enerd,tensor vir,tensor pres,
                            gmx_large_int_t count,gmx_bool bFirst)
{
  real t;
  gmx_bool bNS;
  int  nabnsb;
  tensor force_vir,shake_vir,ekin;
  real dvdl,prescorr,enercorr,dvdlcorr;
  real terminate=0;
  
  /* Set the time to the initial time, the time does not change during EM */
  t = inputrec->init_t;

  if (bFirst ||
      (DOMAINDECOMP(cr) && ems->s.ddp_count < cr->dd->ddp_count)) {
    /* This the first state or an old state used before the last ns */
    bNS = TRUE;
  } else {
    bNS = FALSE;
    if (inputrec->nstlist > 0) {
      bNS = TRUE;
    } else if (inputrec->nstlist == -1) {
      nabnsb = natoms_beyond_ns_buffer(inputrec,fr,&top->cgs,NULL,ems->s.x);
      if (PAR(cr))
        gmx_sumi(1,&nabnsb,cr);
      bNS = (nabnsb > 0);
    }
  }

  if (vsite)
    construct_vsites(fplog,vsite,ems->s.x,nrnb,1,NULL,
                     top->idef.iparams,top->idef.il,
                     fr->ePBC,fr->bMolPBC,graph,cr,ems->s.box);

  if (DOMAINDECOMP(cr)) {
    if (bNS) {
      /* Repartition the domain decomposition */
      em_dd_partition_system(fplog,count,cr,top_global,inputrec,
                             ems,top,mdatoms,fr,vsite,constr,
                             nrnb,wcycle);
    }
  }
      
    /* Calc force & energy on new trial position  */
    /* do_force always puts the charge groups in the box and shifts again
     * We do not unshift, so molecules are always whole in congrad.c
     */
    do_force(fplog,cr,inputrec,
             count,nrnb,wcycle,top,top_global,&top_global->groups,
             ems->s.box,ems->s.x,&ems->s.hist,
             ems->f,force_vir,mdatoms,enerd,fcd,
             ems->s.lambda,graph,fr,vsite,mu_tot,t,NULL,NULL,TRUE,
             GMX_FORCE_STATECHANGED | GMX_FORCE_ALLFORCES | GMX_FORCE_VIRIAL |
             (bNS ? GMX_FORCE_NS | GMX_FORCE_DOLR : 0));
        
  /* Clear the unused shake virial and pressure */
  clear_mat(shake_vir);
  clear_mat(pres);

  /* Calculate long range corrections to pressure and energy */
  calc_dispcorr(fplog,inputrec,fr,count,top_global->natoms,ems->s.box,ems->s.lambda,
                pres,force_vir,&prescorr,&enercorr,&dvdlcorr);
  /* don't think these next 4 lines  can be moved in for now, because we 
     don't always want to write it -- figure out how to clean this up MRS 8/4/2009 */
  enerd->term[F_DISPCORR] = enercorr;
  enerd->term[F_EPOT] += enercorr;
  enerd->term[F_PRES] += prescorr;
  enerd->term[F_DVDL] += dvdlcorr;

    /* Communicate stuff when parallel */
    if (PAR(cr) && inputrec->eI != eiNM)
    {
        wallcycle_start(wcycle,ewcMoveE);

        global_stat(fplog,gstat,cr,enerd,force_vir,shake_vir,mu_tot,
                    inputrec,NULL,NULL,NULL,1,&terminate,
                    top_global,&ems->s,FALSE,
                    CGLO_ENERGY | 
                    CGLO_PRESSURE | 
                    CGLO_CONSTRAINT | 
                    CGLO_FIRSTITERATE);

        wallcycle_stop(wcycle,ewcMoveE);
    }

  ems->epot = enerd->term[F_EPOT];
  
  if (constr) {
    /* Project out the constraint components of the force */
    wallcycle_start(wcycle,ewcCONSTR);
    dvdl = 0;
    constrain(NULL,FALSE,FALSE,constr,&top->idef,
              inputrec,NULL,cr,count,0,mdatoms,
              ems->s.x,ems->f,ems->f,ems->s.box,ems->s.lambda,&dvdl,
              NULL,&shake_vir,nrnb,econqForceDispl,FALSE,0,0);
    if (fr->bSepDVDL && fplog)
      fprintf(fplog,sepdvdlformat,"Constraints",t,dvdl);
    enerd->term[F_DHDL_CON] += dvdl;
    m_add(force_vir,shake_vir,vir);
    wallcycle_stop(wcycle,ewcCONSTR);
  } else {
    copy_mat(force_vir,vir);
  }

  clear_mat(ekin);
  enerd->term[F_PRES] =
    calc_pres(fr->ePBC,inputrec->nwall,ems->s.box,ekin,vir,pres,
              (fr->eeltype==eelPPPM)?enerd->term[F_COUL_RECIP]:0.0);

  sum_dhdl(enerd,ems->s.lambda,inputrec);

    if (EI_ENERGY_MINIMIZATION(inputrec->eI))
    {
        get_state_f_norm_max(cr,&(inputrec->opts),mdatoms,ems);
    }
}

static double reorder_partsum(t_commrec *cr,t_grpopts *opts,t_mdatoms *mdatoms,
                              gmx_mtop_t *mtop,
                              em_state_t *s_min,em_state_t *s_b)
{
  rvec *fm,*fb,*fmg;
  t_block *cgs_gl;
  int ncg,*cg_gl,*index,c,cg,i,a0,a1,a,gf,m;
  double partsum;
  unsigned char *grpnrFREEZE;

  if (debug)
    fprintf(debug,"Doing reorder_partsum\n");

  fm = s_min->f;
  fb = s_b->f;

  cgs_gl = dd_charge_groups_global(cr->dd);
  index = cgs_gl->index;

  /* Collect fm in a global vector fmg.
   * This conflicts with the spirit of domain decomposition,
   * but to fully optimize this a much more complicated algorithm is required.
   */
  snew(fmg,mtop->natoms);
  
  ncg   = s_min->s.ncg_gl;
  cg_gl = s_min->s.cg_gl;
  i = 0;
  for(c=0; c<ncg; c++) {
    cg = cg_gl[c];
    a0 = index[cg];
    a1 = index[cg+1];
    for(a=a0; a<a1; a++) {
      copy_rvec(fm[i],fmg[a]);
      i++;
    }
  }
  gmx_sum(mtop->natoms*3,fmg[0],cr);

  /* Now we will determine the part of the sum for the cgs in state s_b */
  ncg   = s_b->s.ncg_gl;
  cg_gl = s_b->s.cg_gl;
  partsum = 0;
  i = 0;
  gf = 0;
  grpnrFREEZE = mtop->groups.grpnr[egcFREEZE];
  for(c=0; c<ncg; c++) {
    cg = cg_gl[c];
    a0 = index[cg];
    a1 = index[cg+1];
    for(a=a0; a<a1; a++) {
      if (mdatoms->cFREEZE && grpnrFREEZE) {
        gf = grpnrFREEZE[i];
      }
      for(m=0; m<DIM; m++) {
        if (!opts->nFreeze[gf][m]) {
          partsum += (fb[i][m] - fmg[a][m])*fb[i][m];
        }
      }
      i++;
    }
  }
  
  sfree(fmg);

  return partsum;
}

static real pr_beta(t_commrec *cr,t_grpopts *opts,t_mdatoms *mdatoms,
                    gmx_mtop_t *mtop,
                    em_state_t *s_min,em_state_t *s_b)
{
  rvec *fm,*fb;
  double sum;
  int  gf,i,m;

  /* This is just the classical Polak-Ribiere calculation of beta;
   * it looks a bit complicated since we take freeze groups into account,
   * and might have to sum it in parallel runs.
   */
  
  if (!DOMAINDECOMP(cr) ||
      (s_min->s.ddp_count == cr->dd->ddp_count &&
       s_b->s.ddp_count   == cr->dd->ddp_count)) {
    fm = s_min->f;
    fb = s_b->f;
    sum = 0;
    gf = 0;
    /* This part of code can be incorrect with DD,
     * since the atom ordering in s_b and s_min might differ.
     */
    for(i=mdatoms->start; i<mdatoms->start+mdatoms->homenr; i++) {
      if (mdatoms->cFREEZE)
        gf = mdatoms->cFREEZE[i];
      for(m=0; m<DIM; m++)
        if (!opts->nFreeze[gf][m]) {
          sum += (fb[i][m] - fm[i][m])*fb[i][m];
        } 
    }
  } else {
    /* We need to reorder cgs while summing */
    sum = reorder_partsum(cr,opts,mdatoms,mtop,s_min,s_b);
  }
  if (PAR(cr))
    gmx_sumd(1,&sum,cr);

  return sum/sqr(s_min->fnorm);
}

double do_cg(FILE *fplog,t_commrec *cr,
             int nfile,const t_filenm fnm[],
             const output_env_t oenv, gmx_bool bVerbose,gmx_bool bCompact,
             int nstglobalcomm,
             gmx_vsite_t *vsite,gmx_constr_t constr,
             int stepout,
             t_inputrec *inputrec,
             gmx_mtop_t *top_global,t_fcdata *fcd,
             t_state *state_global,
             t_mdatoms *mdatoms,
             t_nrnb *nrnb,gmx_wallcycle_t wcycle,
             gmx_edsam_t ed,
             t_forcerec *fr,
             int repl_ex_nst,int repl_ex_seed,
             real cpt_period,real max_hours,
             const char *deviceOptions,
             unsigned long Flags,
             gmx_runtime_t *runtime)
{
  const char *CG="Polak-Ribiere Conjugate Gradients";

  em_state_t *s_min,*s_a,*s_b,*s_c;
  gmx_localtop_t *top;
  gmx_enerdata_t *enerd;
  rvec   *f;
  gmx_global_stat_t gstat;
  t_graph    *graph;
  rvec   *f_global,*p,*sf,*sfm;
  double gpa,gpb,gpc,tmp,sum[2],minstep;
  real   fnormn;
  real   stepsize;      
  real   a,b,c,beta=0.0;
  real   epot_repl=0;
  real   pnorm;
  t_mdebin   *mdebin;
  gmx_bool   converged,foundlower;
  rvec   mu_tot;
  gmx_bool   do_log=FALSE,do_ene=FALSE,do_x,do_f;
  tensor vir,pres;
  int    number_steps,neval=0,nstcg=inputrec->nstcgsteep;
  gmx_mdoutf_t *outf;
  int    i,m,gf,step,nminstep;
  real   terminate=0;  

  step=0;

  s_min = init_em_state();
  s_a   = init_em_state();
  s_b   = init_em_state();
  s_c   = init_em_state();

  /* Init em and store the local state in s_min */
  init_em(fplog,CG,cr,inputrec,
          state_global,top_global,s_min,&top,&f,&f_global,
          nrnb,mu_tot,fr,&enerd,&graph,mdatoms,&gstat,vsite,constr,
          nfile,fnm,&outf,&mdebin);
  
  /* Print to log file */
  print_em_start(fplog,cr,runtime,wcycle,CG);
  
  /* Max number of steps */
  number_steps=inputrec->nsteps;

  if (MASTER(cr))
    sp_header(stderr,CG,inputrec->em_tol,number_steps);
  if (fplog)
    sp_header(fplog,CG,inputrec->em_tol,number_steps);

  /* Call the force routine and some auxiliary (neighboursearching etc.) */
  /* do_force always puts the charge groups in the box and shifts again
   * We do not unshift, so molecules are always whole in congrad.c
   */
  evaluate_energy(fplog,bVerbose,cr,
                  state_global,top_global,s_min,top,
                  inputrec,nrnb,wcycle,gstat,
                  vsite,constr,fcd,graph,mdatoms,fr,
                  mu_tot,enerd,vir,pres,-1,TRUE);
  where();

  if (MASTER(cr)) {
    /* Copy stuff to the energy bin for easy printing etc. */
    upd_mdebin(mdebin,FALSE,FALSE,(double)step,
               mdatoms->tmass,enerd,&s_min->s,s_min->s.box,
               NULL,NULL,vir,pres,NULL,mu_tot,constr);
    
    print_ebin_header(fplog,step,step,s_min->s.lambda);
    print_ebin(outf->fp_ene,TRUE,FALSE,FALSE,fplog,step,step,eprNORMAL,
               TRUE,mdebin,fcd,&(top_global->groups),&(inputrec->opts));
  }
  where();

  /* Estimate/guess the initial stepsize */
  stepsize = inputrec->em_stepsize/s_min->fnorm;
 
  if (MASTER(cr)) {
    fprintf(stderr,"   F-max             = %12.5e on atom %d\n",
            s_min->fmax,s_min->a_fmax+1);
    fprintf(stderr,"   F-Norm            = %12.5e\n",
            s_min->fnorm/sqrt(state_global->natoms));
    fprintf(stderr,"\n");
    /* and copy to the log file too... */
    fprintf(fplog,"   F-max             = %12.5e on atom %d\n",
            s_min->fmax,s_min->a_fmax+1);
    fprintf(fplog,"   F-Norm            = %12.5e\n",
            s_min->fnorm/sqrt(state_global->natoms));
    fprintf(fplog,"\n");
  }  
  /* Start the loop over CG steps.              
   * Each successful step is counted, and we continue until
   * we either converge or reach the max number of steps.
   */
  converged = FALSE;
  for(step=0; (number_steps<0 || (number_steps>=0 && step<=number_steps)) && !converged;step++) {
    
    /* start taking steps in a new direction 
     * First time we enter the routine, beta=0, and the direction is 
     * simply the negative gradient.
     */

    /* Calculate the new direction in p, and the gradient in this direction, gpa */
    p  = s_min->s.cg_p;
    sf = s_min->f;
    gpa = 0;
    gf = 0;
    for(i=mdatoms->start; i<mdatoms->start+mdatoms->homenr; i++) {
      if (mdatoms->cFREEZE) 
        gf = mdatoms->cFREEZE[i];
      for(m=0; m<DIM; m++) {
        if (!inputrec->opts.nFreeze[gf][m]) {
          p[i][m] = sf[i][m] + beta*p[i][m];
          gpa -= p[i][m]*sf[i][m];
          /* f is negative gradient, thus the sign */
        } else {
          p[i][m] = 0;
        }
      }
    }
    
    /* Sum the gradient along the line across CPUs */
    if (PAR(cr))
      gmx_sumd(1,&gpa,cr);

    /* Calculate the norm of the search vector */
    get_f_norm_max(cr,&(inputrec->opts),mdatoms,p,&pnorm,NULL,NULL);
    
    /* Just in case stepsize reaches zero due to numerical precision... */
    if(stepsize<=0)       
      stepsize = inputrec->em_stepsize/pnorm;
    
    /* 
     * Double check the value of the derivative in the search direction.
     * If it is positive it must be due to the old information in the
     * CG formula, so just remove that and start over with beta=0.
     * This corresponds to a steepest descent step.
     */
    if(gpa>0) {
      beta = 0;
      step--; /* Don't count this step since we are restarting */
      continue; /* Go back to the beginning of the big for-loop */
    }

    /* Calculate minimum allowed stepsize, before the average (norm)
     * relative change in coordinate is smaller than precision
     */
    minstep=0;
    for (i=mdatoms->start; i<mdatoms->start+mdatoms->homenr; i++) {
      for(m=0; m<DIM; m++) {
        tmp = fabs(s_min->s.x[i][m]);
        if(tmp < 1.0)
          tmp = 1.0;
        tmp = p[i][m]/tmp;
        minstep += tmp*tmp;
      }
    }
    /* Add up from all CPUs */
    if(PAR(cr))
      gmx_sumd(1,&minstep,cr);

    minstep = GMX_REAL_EPS/sqrt(minstep/(3*state_global->natoms));

    if(stepsize<minstep) {
      converged=TRUE;
      break;
    }
    
    /* Write coordinates if necessary */
    do_x = do_per_step(step,inputrec->nstxout);
    do_f = do_per_step(step,inputrec->nstfout);
    
    write_em_traj(fplog,cr,outf,do_x,do_f,NULL,
                  top_global,inputrec,step,
                  s_min,state_global,f_global);
    
    /* Take a step downhill.
     * In theory, we should minimize the function along this direction.
     * That is quite possible, but it turns out to take 5-10 function evaluations
     * for each line. However, we dont really need to find the exact minimum -
     * it is much better to start a new CG step in a modified direction as soon
     * as we are close to it. This will save a lot of energy evaluations.
     *
     * In practice, we just try to take a single step.
     * If it worked (i.e. lowered the energy), we increase the stepsize but
     * the continue straight to the next CG step without trying to find any minimum.
     * If it didn't work (higher energy), there must be a minimum somewhere between
     * the old position and the new one.
     * 
     * Due to the finite numerical accuracy, it turns out that it is a good idea
     * to even accept a SMALL increase in energy, if the derivative is still downhill.
     * This leads to lower final energies in the tests I've done. / Erik 
     */
    s_a->epot = s_min->epot;
    a = 0.0;
    c = a + stepsize; /* reference position along line is zero */
    
    if (DOMAINDECOMP(cr) && s_min->s.ddp_count < cr->dd->ddp_count) {
      em_dd_partition_system(fplog,step,cr,top_global,inputrec,
                             s_min,top,mdatoms,fr,vsite,constr,
                             nrnb,wcycle);
    }

    /* Take a trial step (new coords in s_c) */
    do_em_step(cr,inputrec,mdatoms,s_min,c,s_min->s.cg_p,s_c,
               constr,top,nrnb,wcycle,-1);
    
    neval++;
    /* Calculate energy for the trial step */
    evaluate_energy(fplog,bVerbose,cr,
                    state_global,top_global,s_c,top,
                    inputrec,nrnb,wcycle,gstat,
                    vsite,constr,fcd,graph,mdatoms,fr,
                    mu_tot,enerd,vir,pres,-1,FALSE);
    
    /* Calc derivative along line */
    p  = s_c->s.cg_p;
    sf = s_c->f;
    gpc=0;
    for(i=mdatoms->start; i<mdatoms->start+mdatoms->homenr; i++) {
      for(m=0; m<DIM; m++) 
          gpc -= p[i][m]*sf[i][m];  /* f is negative gradient, thus the sign */
    }
    /* Sum the gradient along the line across CPUs */
    if (PAR(cr))
      gmx_sumd(1,&gpc,cr);

    /* This is the max amount of increase in energy we tolerate */
    tmp=sqrt(GMX_REAL_EPS)*fabs(s_a->epot);

    /* Accept the step if the energy is lower, or if it is not significantly higher
     * and the line derivative is still negative.
     */
    if (s_c->epot < s_a->epot || (gpc < 0 && s_c->epot < (s_a->epot + tmp))) {
      foundlower = TRUE;
      /* Great, we found a better energy. Increase step for next iteration
       * if we are still going down, decrease it otherwise
       */
      if(gpc<0)
        stepsize *= 1.618034;  /* The golden section */
      else
        stepsize *= 0.618034;  /* 1/golden section */
    } else {
      /* New energy is the same or higher. We will have to do some work
       * to find a smaller value in the interval. Take smaller step next time!
       */
      foundlower = FALSE;
      stepsize *= 0.618034;
    }    



    
    /* OK, if we didn't find a lower value we will have to locate one now - there must
     * be one in the interval [a=0,c].
     * The same thing is valid here, though: Don't spend dozens of iterations to find
     * the line minimum. We try to interpolate based on the derivative at the endpoints,
     * and only continue until we find a lower value. In most cases this means 1-2 iterations.
     *
     * I also have a safeguard for potentially really patological functions so we never
     * take more than 20 steps before we give up ...
     *
     * If we already found a lower value we just skip this step and continue to the update.
     */
    if (!foundlower) {
      nminstep=0;

      do {
        /* Select a new trial point.
         * If the derivatives at points a & c have different sign we interpolate to zero,
         * otherwise just do a bisection.
         */
        if(gpa<0 && gpc>0)
          b = a + gpa*(a-c)/(gpc-gpa);
        else
          b = 0.5*(a+c);                
        
        /* safeguard if interpolation close to machine accuracy causes errors:
         * never go outside the interval
         */
        if(b<=a || b>=c)
          b = 0.5*(a+c);
        
        if (DOMAINDECOMP(cr) && s_min->s.ddp_count != cr->dd->ddp_count) {
          /* Reload the old state */
          em_dd_partition_system(fplog,-1,cr,top_global,inputrec,
                                 s_min,top,mdatoms,fr,vsite,constr,
                                 nrnb,wcycle);
        }

        /* Take a trial step to this new point - new coords in s_b */
        do_em_step(cr,inputrec,mdatoms,s_min,b,s_min->s.cg_p,s_b,
                   constr,top,nrnb,wcycle,-1);
        
        neval++;
        /* Calculate energy for the trial step */
        evaluate_energy(fplog,bVerbose,cr,
                        state_global,top_global,s_b,top,
                        inputrec,nrnb,wcycle,gstat,
                        vsite,constr,fcd,graph,mdatoms,fr,
                        mu_tot,enerd,vir,pres,-1,FALSE);
        
        /* p does not change within a step, but since the domain decomposition
         * might change, we have to use cg_p of s_b here.
         */
        p  = s_b->s.cg_p;
        sf = s_b->f;
        gpb=0;
        for(i=mdatoms->start; i<mdatoms->start+mdatoms->homenr; i++) {
          for(m=0; m<DIM; m++)
              gpb -= p[i][m]*sf[i][m];   /* f is negative gradient, thus the sign */
        }
        /* Sum the gradient along the line across CPUs */
        if (PAR(cr))
          gmx_sumd(1,&gpb,cr);
        
        if (debug)
          fprintf(debug,"CGE: EpotA %f EpotB %f EpotC %f gpb %f\n",
                  s_a->epot,s_b->epot,s_c->epot,gpb);

        epot_repl = s_b->epot;
        
        /* Keep one of the intervals based on the value of the derivative at the new point */
        if (gpb > 0) {
          /* Replace c endpoint with b */
          swap_em_state(s_b,s_c);
          c = b;
          gpc = gpb;
        } else {
          /* Replace a endpoint with b */
          swap_em_state(s_b,s_a);
          a = b;
          gpa = gpb;
        }
        
        /* 
         * Stop search as soon as we find a value smaller than the endpoints.
         * Never run more than 20 steps, no matter what.
         */
        nminstep++;
      } while ((epot_repl > s_a->epot || epot_repl > s_c->epot) &&
               (nminstep < 20));     
      
      if (fabs(epot_repl - s_min->epot) < fabs(s_min->epot)*GMX_REAL_EPS ||
          nminstep >= 20) {
        /* OK. We couldn't find a significantly lower energy.
         * If beta==0 this was steepest descent, and then we give up.
         * If not, set beta=0 and restart with steepest descent before quitting.
         */
        if (beta == 0.0) {
          /* Converged */
          converged = TRUE;
          break;
        } else {
          /* Reset memory before giving up */
          beta = 0.0;
          continue;
        }
      }
      
      /* Select min energy state of A & C, put the best in B.
       */
      if (s_c->epot < s_a->epot) {
        if (debug)
          fprintf(debug,"CGE: C (%f) is lower than A (%f), moving C to B\n",
                  s_c->epot,s_a->epot);
        swap_em_state(s_b,s_c);
        gpb = gpc;
        b = c;
      } else {
        if (debug)
          fprintf(debug,"CGE: A (%f) is lower than C (%f), moving A to B\n",
                  s_a->epot,s_c->epot);
        swap_em_state(s_b,s_a);
        gpb = gpa;
        b = a;
      }
      
    } else {
      if (debug)
        fprintf(debug,"CGE: Found a lower energy %f, moving C to B\n",
                s_c->epot);
      swap_em_state(s_b,s_c);
      gpb = gpc;
      b = c;
    }
    
    /* new search direction */
    /* beta = 0 means forget all memory and restart with steepest descents. */
    if (nstcg && ((step % nstcg)==0)) 
      beta = 0.0;
    else {
      /* s_min->fnorm cannot be zero, because then we would have converged
       * and broken out.
       */

      /* Polak-Ribiere update.
       * Change to fnorm2/fnorm2_old for Fletcher-Reeves
       */
      beta = pr_beta(cr,&inputrec->opts,mdatoms,top_global,s_min,s_b);
    }
    /* Limit beta to prevent oscillations */
    if (fabs(beta) > 5.0)
      beta = 0.0;
    
    
    /* update positions */
    swap_em_state(s_min,s_b);
    gpa = gpb;
    
    /* Print it if necessary */
    if (MASTER(cr)) {
      if(bVerbose)
        fprintf(stderr,"\rStep %d, Epot=%12.6e, Fnorm=%9.3e, Fmax=%9.3e (atom %d)\n",
                step,s_min->epot,s_min->fnorm/sqrt(state_global->natoms),
                s_min->fmax,s_min->a_fmax+1);
      /* Store the new (lower) energies */
      upd_mdebin(mdebin,FALSE,FALSE,(double)step,
                 mdatoms->tmass,enerd,&s_min->s,s_min->s.box,
                 NULL,NULL,vir,pres,NULL,mu_tot,constr);
      do_log = do_per_step(step,inputrec->nstlog);
      do_ene = do_per_step(step,inputrec->nstenergy);
      if(do_log)
        print_ebin_header(fplog,step,step,s_min->s.lambda);
      print_ebin(outf->fp_ene,do_ene,FALSE,FALSE,
                 do_log ? fplog : NULL,step,step,eprNORMAL,
                 TRUE,mdebin,fcd,&(top_global->groups),&(inputrec->opts));
    }
    
    /* Stop when the maximum force lies below tolerance.
     * If we have reached machine precision, converged is already set to true.
     */ 
    converged = converged || (s_min->fmax < inputrec->em_tol);
    
  } /* End of the loop */
  
  if (converged)        
    step--; /* we never took that last step in this case */
  
    if (s_min->fmax > inputrec->em_tol)
    {
        if (MASTER(cr))
        {
            warn_step(stderr,inputrec->em_tol,step-1==number_steps,FALSE);
            warn_step(fplog ,inputrec->em_tol,step-1==number_steps,FALSE);
        }
        converged = FALSE; 
    }
  
  if (MASTER(cr)) {
    /* If we printed energy and/or logfile last step (which was the last step)
     * we don't have to do it again, but otherwise print the final values.
     */
    if(!do_log) {
      /* Write final value to log since we didn't do anything the last step */
      print_ebin_header(fplog,step,step,s_min->s.lambda);
    }
    if (!do_ene || !do_log) {
      /* Write final energy file entries */
      print_ebin(outf->fp_ene,!do_ene,FALSE,FALSE,
                 !do_log ? fplog : NULL,step,step,eprNORMAL,
                 TRUE,mdebin,fcd,&(top_global->groups),&(inputrec->opts));
    }
  }

  /* Print some stuff... */
  if (MASTER(cr))
    fprintf(stderr,"\nwriting lowest energy coordinates.\n");
  
  /* IMPORTANT!
   * For accurate normal mode calculation it is imperative that we
   * store the last conformation into the full precision binary trajectory.
   *
   * However, we should only do it if we did NOT already write this step
   * above (which we did if do_x or do_f was true).
   */  
  do_x = !do_per_step(step,inputrec->nstxout);
  do_f = (inputrec->nstfout > 0 && !do_per_step(step,inputrec->nstfout));
  
  write_em_traj(fplog,cr,outf,do_x,do_f,ftp2fn(efSTO,nfile,fnm),
                top_global,inputrec,step,
                s_min,state_global,f_global);
  
  fnormn = s_min->fnorm/sqrt(state_global->natoms);
  
  if (MASTER(cr)) {
    print_converged(stderr,CG,inputrec->em_tol,step,converged,number_steps,
                    s_min->epot,s_min->fmax,s_min->a_fmax,fnormn);
    print_converged(fplog,CG,inputrec->em_tol,step,converged,number_steps,
                    s_min->epot,s_min->fmax,s_min->a_fmax,fnormn);
    
    fprintf(fplog,"\nPerformed %d energy evaluations in total.\n",neval);
  }
  
  finish_em(fplog,cr,outf,runtime,wcycle);
  
  /* To print the actual number of steps we needed somewhere */
  runtime->nsteps_done = step;

  return 0;
} /* That's all folks */


double do_lbfgs(FILE *fplog,t_commrec *cr,
                int nfile,const t_filenm fnm[],
                const output_env_t oenv, gmx_bool bVerbose,gmx_bool bCompact,
                int nstglobalcomm,
                gmx_vsite_t *vsite,gmx_constr_t constr,
                int stepout,
                t_inputrec *inputrec,
                gmx_mtop_t *top_global,t_fcdata *fcd,
                t_state *state,
                t_mdatoms *mdatoms,
                t_nrnb *nrnb,gmx_wallcycle_t wcycle,
                gmx_edsam_t ed,
                t_forcerec *fr,
                int repl_ex_nst,int repl_ex_seed,
                real cpt_period,real max_hours,
                const char *deviceOptions,
                unsigned long Flags,
                gmx_runtime_t *runtime)
{
  static const char *LBFGS="Low-Memory BFGS Minimizer";
  em_state_t ems;
  gmx_localtop_t *top;
  gmx_enerdata_t *enerd;
  rvec   *f;
  gmx_global_stat_t gstat;
  t_graph    *graph;
  rvec   *f_global;
  int    ncorr,nmaxcorr,point,cp,neval,nminstep;
  double stepsize,gpa,gpb,gpc,tmp,minstep;
  real   *rho,*alpha,*ff,*xx,*p,*s,*lastx,*lastf,**dx,**dg;     
  real   *xa,*xb,*xc,*fa,*fb,*fc,*xtmp,*ftmp;
  real   a,b,c,maxdelta,delta;
  real   diag,Epot0,Epot,EpotA,EpotB,EpotC;
  real   dgdx,dgdg,sq,yr,beta;
  t_mdebin   *mdebin;
  gmx_bool   converged,first;
  rvec   mu_tot;
  real   fnorm,fmax;
  gmx_bool   do_log,do_ene,do_x,do_f,foundlower,*frozen;
  tensor vir,pres;
  int    start,end,number_steps;
  gmx_mdoutf_t *outf;
  int    i,k,m,n,nfmax,gf,step;
  /* not used */
  real   terminate;

  if (PAR(cr))
    gmx_fatal(FARGS,"Cannot do parallel L-BFGS Minimization - yet.\n");
  
  n = 3*state->natoms;
  nmaxcorr = inputrec->nbfgscorr;
  
  /* Allocate memory */
  /* Use pointers to real so we dont have to loop over both atoms and
   * dimensions all the time...
   * x/f are allocated as rvec *, so make new x0/f0 pointers-to-real
   * that point to the same memory.
   */
  snew(xa,n);
  snew(xb,n);
  snew(xc,n);
  snew(fa,n);
  snew(fb,n);
  snew(fc,n);
  snew(frozen,n);

  snew(p,n); 
  snew(lastx,n); 
  snew(lastf,n); 
  snew(rho,nmaxcorr);
  snew(alpha,nmaxcorr);
  
  snew(dx,nmaxcorr);
  for(i=0;i<nmaxcorr;i++)
    snew(dx[i],n);
  
  snew(dg,nmaxcorr);
  for(i=0;i<nmaxcorr;i++)
    snew(dg[i],n);

  step = 0;
  neval = 0; 

  /* Init em */
  init_em(fplog,LBFGS,cr,inputrec,
          state,top_global,&ems,&top,&f,&f_global,
          nrnb,mu_tot,fr,&enerd,&graph,mdatoms,&gstat,vsite,constr,
          nfile,fnm,&outf,&mdebin);
  /* Do_lbfgs is not completely updated like do_steep and do_cg,
   * so we free some memory again.
   */
  sfree(ems.s.x);
  sfree(ems.f);

  xx = (real *)state->x;
  ff = (real *)f;

  start = mdatoms->start;
  end   = mdatoms->homenr + start;
    
  /* Print to log file */
  print_em_start(fplog,cr,runtime,wcycle,LBFGS);
  
  do_log = do_ene = do_x = do_f = TRUE;
  
  /* Max number of steps */
  number_steps=inputrec->nsteps;

  /* Create a 3*natoms index to tell whether each degree of freedom is frozen */
  gf = 0;
  for(i=start; i<end; i++) {
    if (mdatoms->cFREEZE)
      gf = mdatoms->cFREEZE[i];
     for(m=0; m<DIM; m++) 
       frozen[3*i+m]=inputrec->opts.nFreeze[gf][m];  
  }
  if (MASTER(cr))
    sp_header(stderr,LBFGS,inputrec->em_tol,number_steps);
  if (fplog)
    sp_header(fplog,LBFGS,inputrec->em_tol,number_steps);
  
  if (vsite)
    construct_vsites(fplog,vsite,state->x,nrnb,1,NULL,
                     top->idef.iparams,top->idef.il,
                     fr->ePBC,fr->bMolPBC,graph,cr,state->box);
  
  /* Call the force routine and some auxiliary (neighboursearching etc.) */
  /* do_force always puts the charge groups in the box and shifts again
   * We do not unshift, so molecules are always whole
   */
  neval++;
  ems.s.x = state->x;
  ems.f = f;
  evaluate_energy(fplog,bVerbose,cr,
                  state,top_global,&ems,top,
                  inputrec,nrnb,wcycle,gstat,
                  vsite,constr,fcd,graph,mdatoms,fr,
                  mu_tot,enerd,vir,pres,-1,TRUE);
  where();
        
  if (MASTER(cr)) {
    /* Copy stuff to the energy bin for easy printing etc. */
    upd_mdebin(mdebin,FALSE,FALSE,(double)step,
               mdatoms->tmass,enerd,state,state->box,
               NULL,NULL,vir,pres,NULL,mu_tot,constr);
    
    print_ebin_header(fplog,step,step,state->lambda);
    print_ebin(outf->fp_ene,TRUE,FALSE,FALSE,fplog,step,step,eprNORMAL,
               TRUE,mdebin,fcd,&(top_global->groups),&(inputrec->opts));
  }
  where();
  
  /* This is the starting energy */
  Epot = enerd->term[F_EPOT];
  
  fnorm = ems.fnorm;
  fmax  = ems.fmax;
  nfmax = ems.a_fmax;
  
  /* Set the initial step.
   * since it will be multiplied by the non-normalized search direction 
   * vector (force vector the first time), we scale it by the
   * norm of the force.
   */
  
  if (MASTER(cr)) {
    fprintf(stderr,"Using %d BFGS correction steps.\n\n",nmaxcorr);
    fprintf(stderr,"   F-max             = %12.5e on atom %d\n",fmax,nfmax+1);
    fprintf(stderr,"   F-Norm            = %12.5e\n",fnorm/sqrt(state->natoms));
    fprintf(stderr,"\n");
    /* and copy to the log file too... */
    fprintf(fplog,"Using %d BFGS correction steps.\n\n",nmaxcorr);
    fprintf(fplog,"   F-max             = %12.5e on atom %d\n",fmax,nfmax+1);
    fprintf(fplog,"   F-Norm            = %12.5e\n",fnorm/sqrt(state->natoms));
    fprintf(fplog,"\n");
  }   
  
  point=0;
  for(i=0;i<n;i++)
    if(!frozen[i])
      dx[point][i] = ff[i];  /* Initial search direction */
    else
      dx[point][i] = 0;

  stepsize = 1.0/fnorm;
  converged = FALSE;
  
  /* Start the loop over BFGS steps.            
   * Each successful step is counted, and we continue until
   * we either converge or reach the max number of steps.
   */
  
  ncorr=0;

  /* Set the gradient from the force */
  converged = FALSE;
  for(step=0; (number_steps<0 || (number_steps>=0 && step<=number_steps)) && !converged; step++) {
    
    /* Write coordinates if necessary */
    do_x = do_per_step(step,inputrec->nstxout);
    do_f = do_per_step(step,inputrec->nstfout);
    
    write_traj(fplog,cr,outf,MDOF_X | MDOF_F,
               top_global,step,(real)step,state,state,f,f,NULL,NULL);

    /* Do the linesearching in the direction dx[point][0..(n-1)] */
    
    /* pointer to current direction - point=0 first time here */
    s=dx[point];
    
    /* calculate line gradient */
    for(gpa=0,i=0;i<n;i++) 
        gpa-=s[i]*ff[i];

    /* Calculate minimum allowed stepsize, before the average (norm) 
     * relative change in coordinate is smaller than precision 
     */
    for(minstep=0,i=0;i<n;i++) {
      tmp=fabs(xx[i]);
      if(tmp<1.0)
        tmp=1.0;
      tmp = s[i]/tmp;
      minstep += tmp*tmp;
    }
    minstep = GMX_REAL_EPS/sqrt(minstep/n);
    
    if(stepsize<minstep) {
      converged=TRUE;
      break;
    }
    
    /* Store old forces and coordinates */
    for(i=0;i<n;i++) {
      lastx[i]=xx[i];
      lastf[i]=ff[i];
    }
    Epot0=Epot;
    
    first=TRUE;
    
    for(i=0;i<n;i++)
      xa[i]=xx[i];
    
    /* Take a step downhill.
     * In theory, we should minimize the function along this direction.
     * That is quite possible, but it turns out to take 5-10 function evaluations
     * for each line. However, we dont really need to find the exact minimum -
     * it is much better to start a new BFGS step in a modified direction as soon
     * as we are close to it. This will save a lot of energy evaluations.
     *
     * In practice, we just try to take a single step.
     * If it worked (i.e. lowered the energy), we increase the stepsize but
     * the continue straight to the next BFGS step without trying to find any minimum.
     * If it didn't work (higher energy), there must be a minimum somewhere between
     * the old position and the new one.
     * 
     * Due to the finite numerical accuracy, it turns out that it is a good idea
     * to even accept a SMALL increase in energy, if the derivative is still downhill.
     * This leads to lower final energies in the tests I've done. / Erik 
     */
    foundlower=FALSE;
    EpotA = Epot0;
    a = 0.0;
    c = a + stepsize; /* reference position along line is zero */

    /* Check stepsize first. We do not allow displacements 
     * larger than emstep.
     */
    do {
      c = a + stepsize;
      maxdelta=0;
      for(i=0;i<n;i++) {
        delta=c*s[i];
        if(delta>maxdelta)
          maxdelta=delta;
      }
      if(maxdelta>inputrec->em_stepsize)
        stepsize*=0.1;
    } while(maxdelta>inputrec->em_stepsize);

    /* Take a trial step */
    for (i=0; i<n; i++)
      xc[i] = lastx[i] + c*s[i];
    
    neval++;
    /* Calculate energy for the trial step */
    ems.s.x = (rvec *)xc;
    ems.f   = (rvec *)fc;
    evaluate_energy(fplog,bVerbose,cr,
                    state,top_global,&ems,top,
                    inputrec,nrnb,wcycle,gstat,
                    vsite,constr,fcd,graph,mdatoms,fr,
                    mu_tot,enerd,vir,pres,step,FALSE);
    EpotC = ems.epot;
    
    /* Calc derivative along line */
    for(gpc=0,i=0; i<n; i++) {
        gpc -= s[i]*fc[i];   /* f is negative gradient, thus the sign */
    }
    /* Sum the gradient along the line across CPUs */
    if (PAR(cr))
      gmx_sumd(1,&gpc,cr);
    
     /* This is the max amount of increase in energy we tolerate */
   tmp=sqrt(GMX_REAL_EPS)*fabs(EpotA);
    
    /* Accept the step if the energy is lower, or if it is not significantly higher
     * and the line derivative is still negative.
     */
    if(EpotC<EpotA || (gpc<0 && EpotC<(EpotA+tmp))) {
      foundlower = TRUE;
      /* Great, we found a better energy. Increase step for next iteration
       * if we are still going down, decrease it otherwise
       */
      if(gpc<0)
        stepsize *= 1.618034;  /* The golden section */
      else
        stepsize *= 0.618034;  /* 1/golden section */
    } else {
      /* New energy is the same or higher. We will have to do some work
       * to find a smaller value in the interval. Take smaller step next time!
       */
      foundlower = FALSE;
      stepsize *= 0.618034;
    }    
    
    /* OK, if we didn't find a lower value we will have to locate one now - there must
     * be one in the interval [a=0,c].
     * The same thing is valid here, though: Don't spend dozens of iterations to find
     * the line minimum. We try to interpolate based on the derivative at the endpoints,
     * and only continue until we find a lower value. In most cases this means 1-2 iterations.
     *
     * I also have a safeguard for potentially really patological functions so we never
     * take more than 20 steps before we give up ...
     *
     * If we already found a lower value we just skip this step and continue to the update.
     */

    if(!foundlower) {
     
      nminstep=0;
      do {
        /* Select a new trial point.
         * If the derivatives at points a & c have different sign we interpolate to zero,
         * otherwise just do a bisection.
         */
        
        if(gpa<0 && gpc>0)
          b = a + gpa*(a-c)/(gpc-gpa);
        else
          b = 0.5*(a+c);                
        
        /* safeguard if interpolation close to machine accuracy causes errors:
         * never go outside the interval
         */
        if(b<=a || b>=c)
          b = 0.5*(a+c);
        
        /* Take a trial step */
        for (i=0; i<n; i++) 
          xb[i] = lastx[i] + b*s[i];
        
        neval++;
        /* Calculate energy for the trial step */
        ems.s.x = (rvec *)xb;
        ems.f   = (rvec *)fb;
        evaluate_energy(fplog,bVerbose,cr,
                        state,top_global,&ems,top,
                        inputrec,nrnb,wcycle,gstat,
                        vsite,constr,fcd,graph,mdatoms,fr,
                        mu_tot,enerd,vir,pres,step,FALSE);
        EpotB = ems.epot;
        
        fnorm = ems.fnorm;
        
        for(gpb=0,i=0; i<n; i++) 
          gpb -= s[i]*fb[i];   /* f is negative gradient, thus the sign */
        
        /* Sum the gradient along the line across CPUs */
        if (PAR(cr))
          gmx_sumd(1,&gpb,cr);
        
        /* Keep one of the intervals based on the value of the derivative at the new point */
        if(gpb>0) {
          /* Replace c endpoint with b */
          EpotC = EpotB;
          c = b;
          gpc = gpb;
          /* swap coord pointers b/c */
          xtmp = xb; 
          ftmp = fb;
          xb = xc; 
          fb = fc;
          xc = xtmp;
          fc = ftmp;
        } else {
          /* Replace a endpoint with b */
          EpotA = EpotB;
          a = b;
          gpa = gpb;
          /* swap coord pointers a/b */
          xtmp = xb; 
          ftmp = fb;
          xb = xa; 
          fb = fa;
          xa = xtmp; 
          fa = ftmp;
        }
        
        /* 
         * Stop search as soon as we find a value smaller than the endpoints,
         * or if the tolerance is below machine precision.
         * Never run more than 20 steps, no matter what.
         */
        nminstep++; 
      } while((EpotB>EpotA || EpotB>EpotC) && (nminstep<20));

      if(fabs(EpotB-Epot0)<GMX_REAL_EPS || nminstep>=20) {
        /* OK. We couldn't find a significantly lower energy.
         * If ncorr==0 this was steepest descent, and then we give up.
         * If not, reset memory to restart as steepest descent before quitting.
         */
        if(ncorr==0) {
        /* Converged */
          converged=TRUE;
          break;
        } else {
          /* Reset memory */
          ncorr=0;
          /* Search in gradient direction */
          for(i=0;i<n;i++)
            dx[point][i]=ff[i];
          /* Reset stepsize */
          stepsize = 1.0/fnorm;
          continue;
        }
      }
      
      /* Select min energy state of A & C, put the best in xx/ff/Epot
       */
      if(EpotC<EpotA) {
        Epot = EpotC;
        /* Use state C */
        for(i=0;i<n;i++) {
          xx[i]=xc[i];
          ff[i]=fc[i];
        }
        stepsize=c;
      } else {
        Epot = EpotA;
        /* Use state A */
        for(i=0;i<n;i++) {
          xx[i]=xa[i];
          ff[i]=fa[i];
        }
        stepsize=a;
      }
      
    } else {
      /* found lower */
      Epot = EpotC;
      /* Use state C */
      for(i=0;i<n;i++) {
        xx[i]=xc[i];
        ff[i]=fc[i];
      }
      stepsize=c;
    }

    /* Update the memory information, and calculate a new 
     * approximation of the inverse hessian 
     */
    
    /* Have new data in Epot, xx, ff */ 
    if(ncorr<nmaxcorr)
      ncorr++;

    for(i=0;i<n;i++) {
      dg[point][i]=lastf[i]-ff[i];
      dx[point][i]*=stepsize;
    }
    
    dgdg=0;
    dgdx=0;     
    for(i=0;i<n;i++) {
      dgdg+=dg[point][i]*dg[point][i];
      dgdx+=dg[point][i]*dx[point][i];
    }
    
    diag=dgdx/dgdg;
    
    rho[point]=1.0/dgdx;
    point++;
    
    if(point>=nmaxcorr)
      point=0;
    
    /* Update */
    for(i=0;i<n;i++)
      p[i]=ff[i];
    
    cp=point;
    
    /* Recursive update. First go back over the memory points */
    for(k=0;k<ncorr;k++) {
      cp--;
      if(cp<0) 
        cp=ncorr-1;
      
      sq=0;
      for(i=0;i<n;i++)
        sq+=dx[cp][i]*p[i];
      
      alpha[cp]=rho[cp]*sq;
      
      for(i=0;i<n;i++)
        p[i] -= alpha[cp]*dg[cp][i];            
    }
    
    for(i=0;i<n;i++)
      p[i] *= diag;
    
    /* And then go forward again */
    for(k=0;k<ncorr;k++) {
      yr = 0;
      for(i=0;i<n;i++)
        yr += p[i]*dg[cp][i];
      
      beta = rho[cp]*yr;            
      beta = alpha[cp]-beta;
      
      for(i=0;i<n;i++)
        p[i] += beta*dx[cp][i];
      
      cp++;     
      if(cp>=ncorr)
        cp=0;
    }
    
    for(i=0;i<n;i++)
      if(!frozen[i])
        dx[point][i] = p[i];
      else
        dx[point][i] = 0;

    stepsize=1.0;
    
    /* Test whether the convergence criterion is met */
    get_f_norm_max(cr,&(inputrec->opts),mdatoms,f,&fnorm,&fmax,&nfmax);
    
    /* Print it if necessary */
    if (MASTER(cr)) {
      if(bVerbose)
        fprintf(stderr,"\rStep %d, Epot=%12.6e, Fnorm=%9.3e, Fmax=%9.3e (atom %d)\n",
                step,Epot,fnorm/sqrt(state->natoms),fmax,nfmax+1);
      /* Store the new (lower) energies */
      upd_mdebin(mdebin,FALSE,FALSE,(double)step,
                 mdatoms->tmass,enerd,state,state->box,
                 NULL,NULL,vir,pres,NULL,mu_tot,constr);
      do_log = do_per_step(step,inputrec->nstlog);
      do_ene = do_per_step(step,inputrec->nstenergy);
      if(do_log)
        print_ebin_header(fplog,step,step,state->lambda);
      print_ebin(outf->fp_ene,do_ene,FALSE,FALSE,
                 do_log ? fplog : NULL,step,step,eprNORMAL,
                 TRUE,mdebin,fcd,&(top_global->groups),&(inputrec->opts));
    }
    
    /* Stop when the maximum force lies below tolerance.
     * If we have reached machine precision, converged is already set to true.
     */
    
    converged = converged || (fmax < inputrec->em_tol);
    
  } /* End of the loop */
  
  if(converged) 
    step--; /* we never took that last step in this case */
  
    if(fmax>inputrec->em_tol)
    {
        if (MASTER(cr))
        {
            warn_step(stderr,inputrec->em_tol,step-1==number_steps,FALSE);
            warn_step(fplog ,inputrec->em_tol,step-1==number_steps,FALSE);
        }
        converged = FALSE; 
    }
  
  /* If we printed energy and/or logfile last step (which was the last step)
   * we don't have to do it again, but otherwise print the final values.
   */
  if(!do_log) /* Write final value to log since we didn't do anythin last step */
    print_ebin_header(fplog,step,step,state->lambda);
  if(!do_ene || !do_log) /* Write final energy file entries */
    print_ebin(outf->fp_ene,!do_ene,FALSE,FALSE,
               !do_log ? fplog : NULL,step,step,eprNORMAL,
               TRUE,mdebin,fcd,&(top_global->groups),&(inputrec->opts));
  
  /* Print some stuff... */
  if (MASTER(cr))
    fprintf(stderr,"\nwriting lowest energy coordinates.\n");
  
  /* IMPORTANT!
   * For accurate normal mode calculation it is imperative that we
   * store the last conformation into the full precision binary trajectory.
   *
   * However, we should only do it if we did NOT already write this step
   * above (which we did if do_x or do_f was true).
   */  
  do_x = !do_per_step(step,inputrec->nstxout);
  do_f = !do_per_step(step,inputrec->nstfout);
  write_em_traj(fplog,cr,outf,do_x,do_f,ftp2fn(efSTO,nfile,fnm),
                top_global,inputrec,step,
                &ems,state,f);
  
  if (MASTER(cr)) {
    print_converged(stderr,LBFGS,inputrec->em_tol,step,converged,
                    number_steps,Epot,fmax,nfmax,fnorm/sqrt(state->natoms));
    print_converged(fplog,LBFGS,inputrec->em_tol,step,converged,
                    number_steps,Epot,fmax,nfmax,fnorm/sqrt(state->natoms));
    
    fprintf(fplog,"\nPerformed %d energy evaluations in total.\n",neval);
  }
  
  finish_em(fplog,cr,outf,runtime,wcycle);

  /* To print the actual number of steps we needed somewhere */
  runtime->nsteps_done = step;

  return 0;
} /* That's all folks */


double do_steep(FILE *fplog,t_commrec *cr,
                int nfile, const t_filenm fnm[],
                const output_env_t oenv, gmx_bool bVerbose,gmx_bool bCompact,
                int nstglobalcomm,
                gmx_vsite_t *vsite,gmx_constr_t constr,
                int stepout,
                t_inputrec *inputrec,
                gmx_mtop_t *top_global,t_fcdata *fcd,
                t_state *state_global,
                t_mdatoms *mdatoms,
                t_nrnb *nrnb,gmx_wallcycle_t wcycle,
                gmx_edsam_t ed,
                t_forcerec *fr,
                int repl_ex_nst,int repl_ex_seed,
                real cpt_period,real max_hours,
                const char *deviceOptions,
                unsigned long Flags,
                gmx_runtime_t *runtime)
{ 
  const char *SD="Steepest Descents";
  em_state_t *s_min,*s_try;
  rvec       *f_global;
  gmx_localtop_t *top;
  gmx_enerdata_t *enerd;
  rvec   *f;
  gmx_global_stat_t gstat;
  t_graph    *graph;
  real   stepsize,constepsize;
  real   ustep,dvdlambda,fnormn;
  gmx_mdoutf_t *outf;
  t_mdebin   *mdebin; 
  gmx_bool   bDone,bAbort,do_x,do_f; 
  tensor vir,pres; 
  rvec   mu_tot;
  int    nsteps;
  int    count=0; 
  int    steps_accepted=0; 
  /* not used */
  real   terminate=0;

  s_min = init_em_state();
  s_try = init_em_state();

  /* Init em and store the local state in s_try */
  init_em(fplog,SD,cr,inputrec,
          state_global,top_global,s_try,&top,&f,&f_global,
          nrnb,mu_tot,fr,&enerd,&graph,mdatoms,&gstat,vsite,constr,
          nfile,fnm,&outf,&mdebin);
        
  /* Print to log file  */
  print_em_start(fplog,cr,runtime,wcycle,SD);
    
  /* Set variables for stepsize (in nm). This is the largest  
   * step that we are going to make in any direction. 
   */
  ustep = inputrec->em_stepsize; 
  stepsize = 0;
  
  /* Max number of steps  */
  nsteps = inputrec->nsteps; 
  
  if (MASTER(cr)) 
    /* Print to the screen  */
    sp_header(stderr,SD,inputrec->em_tol,nsteps);
  if (fplog)
    sp_header(fplog,SD,inputrec->em_tol,nsteps);
    
  /**** HERE STARTS THE LOOP ****
   * count is the counter for the number of steps 
   * bDone will be TRUE when the minimization has converged
   * bAbort will be TRUE when nsteps steps have been performed or when
   * the stepsize becomes smaller than is reasonable for machine precision
   */
  count  = 0;
  bDone  = FALSE;
  bAbort = FALSE;
  while( !bDone && !bAbort ) {
    bAbort = (nsteps >= 0) && (count == nsteps);
    
    /* set new coordinates, except for first step */
    if (count > 0) {
      do_em_step(cr,inputrec,mdatoms,s_min,stepsize,s_min->f,s_try,
                 constr,top,nrnb,wcycle,count);
    }
    
    evaluate_energy(fplog,bVerbose,cr,
                    state_global,top_global,s_try,top,
                    inputrec,nrnb,wcycle,gstat,
                    vsite,constr,fcd,graph,mdatoms,fr,
                    mu_tot,enerd,vir,pres,count,count==0);
         
    if (MASTER(cr))
      print_ebin_header(fplog,count,count,s_try->s.lambda);

    if (count == 0)
      s_min->epot = s_try->epot + 1;
    
    /* Print it if necessary  */
    if (MASTER(cr)) {
      if (bVerbose) {
        fprintf(stderr,"Step=%5d, Dmax= %6.1e nm, Epot= %12.5e Fmax= %11.5e, atom= %d%c",
                count,ustep,s_try->epot,s_try->fmax,s_try->a_fmax+1,
                (s_try->epot < s_min->epot) ? '\n' : '\r');
      }
      
      if (s_try->epot < s_min->epot) {
        /* Store the new (lower) energies  */
        upd_mdebin(mdebin,FALSE,FALSE,(double)count,
                   mdatoms->tmass,enerd,&s_try->s,s_try->s.box,
                   NULL,NULL,vir,pres,NULL,mu_tot,constr);
        print_ebin(outf->fp_ene,TRUE,
                   do_per_step(steps_accepted,inputrec->nstdisreout),
                   do_per_step(steps_accepted,inputrec->nstorireout),
                   fplog,count,count,eprNORMAL,TRUE,
                   mdebin,fcd,&(top_global->groups),&(inputrec->opts));
        fflush(fplog);
      }
    } 
    
    /* Now if the new energy is smaller than the previous...  
     * or if this is the first step!
     * or if we did random steps! 
     */
    
    if ( (count==0) || (s_try->epot < s_min->epot) ) {
      steps_accepted++; 

      /* Test whether the convergence criterion is met...  */
      bDone = (s_try->fmax < inputrec->em_tol);
      
      /* Copy the arrays for force, positions and energy  */
      /* The 'Min' array always holds the coords and forces of the minimal 
         sampled energy  */
      swap_em_state(s_min,s_try);
      if (count > 0)
        ustep *= 1.2;

      /* Write to trn, if necessary */
      do_x = do_per_step(steps_accepted,inputrec->nstxout);
      do_f = do_per_step(steps_accepted,inputrec->nstfout);
      write_em_traj(fplog,cr,outf,do_x,do_f,NULL,
                    top_global,inputrec,count,
                    s_min,state_global,f_global);
    } 
    else {
      /* If energy is not smaller make the step smaller...  */
      ustep *= 0.5;

      if (DOMAINDECOMP(cr) && s_min->s.ddp_count != cr->dd->ddp_count) {
        /* Reload the old state */
        em_dd_partition_system(fplog,count,cr,top_global,inputrec,
                               s_min,top,mdatoms,fr,vsite,constr,
                               nrnb,wcycle);
      }
    }
    
    /* Determine new step  */
    stepsize = ustep/s_min->fmax;
    
    /* Check if stepsize is too small, with 1 nm as a characteristic length */
#ifdef GMX_DOUBLE
        if (count == nsteps || ustep < 1e-12)
#else
        if (count == nsteps || ustep < 1e-6)
#endif
        {
            if (MASTER(cr))
            {
                warn_step(stderr,inputrec->em_tol,count==nsteps,constr!=NULL);
                warn_step(fplog ,inputrec->em_tol,count==nsteps,constr!=NULL);
            }
            bAbort=TRUE;
        }
    
    count++;
  } /* End of the loop  */
  
    /* Print some shit...  */
  if (MASTER(cr)) 
    fprintf(stderr,"\nwriting lowest energy coordinates.\n"); 
  write_em_traj(fplog,cr,outf,TRUE,inputrec->nstfout,ftp2fn(efSTO,nfile,fnm),
                top_global,inputrec,count,
                s_min,state_global,f_global);

  fnormn = s_min->fnorm/sqrt(state_global->natoms);

  if (MASTER(cr)) {
    print_converged(stderr,SD,inputrec->em_tol,count,bDone,nsteps,
                    s_min->epot,s_min->fmax,s_min->a_fmax,fnormn);
    print_converged(fplog,SD,inputrec->em_tol,count,bDone,nsteps,
                    s_min->epot,s_min->fmax,s_min->a_fmax,fnormn);
  }

  finish_em(fplog,cr,outf,runtime,wcycle);
  
  /* To print the actual number of steps we needed somewhere */
  inputrec->nsteps=count;

  runtime->nsteps_done = count;
  
  return 0;
} /* That's all folks */


double do_nm(FILE *fplog,t_commrec *cr,
             int nfile,const t_filenm fnm[],
             const output_env_t oenv, gmx_bool bVerbose,gmx_bool bCompact,
             int nstglobalcomm,
             gmx_vsite_t *vsite,gmx_constr_t constr,
             int stepout,
             t_inputrec *inputrec,
             gmx_mtop_t *top_global,t_fcdata *fcd,
             t_state *state_global,
             t_mdatoms *mdatoms,
             t_nrnb *nrnb,gmx_wallcycle_t wcycle,
             gmx_edsam_t ed,
             t_forcerec *fr,
             int repl_ex_nst,int repl_ex_seed,
             real cpt_period,real max_hours,
             const char *deviceOptions,
             unsigned long Flags,
             gmx_runtime_t *runtime)
{
    const char *NM = "Normal Mode Analysis";
    gmx_mdoutf_t *outf;
    int        natoms,atom,d;
    int        nnodes,node;
    rvec       *f_global;
    gmx_localtop_t *top;
    gmx_enerdata_t *enerd;
    rvec       *f;
    gmx_global_stat_t gstat;
    t_graph    *graph;
    real       t,lambda;
    gmx_bool       bNS;
    tensor     vir,pres;
    rvec       mu_tot;
    rvec       *fneg,*dfdx;
    gmx_bool       bSparse; /* use sparse matrix storage format */
    size_t     sz;
    gmx_sparsematrix_t * sparse_matrix = NULL;
    real *     full_matrix             = NULL;
    em_state_t *   state_work;
        
    /* added with respect to mdrun */
    int        i,j,k,row,col;
    real       der_range=10.0*sqrt(GMX_REAL_EPS);
    real       x_min;
    real       fnorm,fmax;
    
    if (constr != NULL)
    {
        gmx_fatal(FARGS,"Constraints present with Normal Mode Analysis, this combination is not supported");
    }

    state_work = init_em_state();
    
    /* Init em and store the local state in state_minimum */
    init_em(fplog,NM,cr,inputrec,
            state_global,top_global,state_work,&top,
            &f,&f_global,
            nrnb,mu_tot,fr,&enerd,&graph,mdatoms,&gstat,vsite,constr,
            nfile,fnm,&outf,NULL);
    
    natoms = top_global->natoms;
    snew(fneg,natoms);
    snew(dfdx,natoms);
    
#ifndef GMX_DOUBLE
    if (MASTER(cr))
    {
        fprintf(stderr,
                "NOTE: This version of Gromacs has been compiled in single precision,\n"
                "      which MIGHT not be accurate enough for normal mode analysis.\n"
                "      Gromacs now uses sparse matrix storage, so the memory requirements\n"
                "      are fairly modest even if you recompile in double precision.\n\n");
    }
#endif
    
    /* Check if we can/should use sparse storage format.
     *
     * Sparse format is only useful when the Hessian itself is sparse, which it
      * will be when we use a cutoff.    
      * For small systems (n<1000) it is easier to always use full matrix format, though.
      */
    if(EEL_FULL(fr->eeltype) || fr->rlist==0.0)
    {
        fprintf(stderr,"Non-cutoff electrostatics used, forcing full Hessian format.\n");
        bSparse = FALSE;
    }
    else if(top_global->natoms < 1000)
    {
        fprintf(stderr,"Small system size (N=%d), using full Hessian format.\n",top_global->natoms);
        bSparse = FALSE;
    }
    else
    {
        fprintf(stderr,"Using compressed symmetric sparse Hessian format.\n");
        bSparse = TRUE;
    }
    
    sz = DIM*top_global->natoms;
    
    fprintf(stderr,"Allocating Hessian memory...\n\n");

    if(bSparse)
    {
        sparse_matrix=gmx_sparsematrix_init(sz);
        sparse_matrix->compressed_symmetric = TRUE;
    }
    else
    {
        snew(full_matrix,sz*sz);
    }
    
    /* Initial values */
    t      = inputrec->init_t;
    lambda = inputrec->init_lambda;
    
    init_nrnb(nrnb);
    
    where();
    
    /* Write start time and temperature */
    print_em_start(fplog,cr,runtime,wcycle,NM);

    /* fudge nr of steps to nr of atoms */
    inputrec->nsteps = natoms*2;

    if (MASTER(cr)) 
    {
        fprintf(stderr,"starting normal mode calculation '%s'\n%d steps.\n\n",
                *(top_global->name),(int)inputrec->nsteps);
    }

    nnodes = cr->nnodes;
   
    /* Make evaluate_energy do a single node force calculation */
    cr->nnodes = 1;
    evaluate_energy(fplog,bVerbose,cr,
                    state_global,top_global,state_work,top,
                    inputrec,nrnb,wcycle,gstat,
                    vsite,constr,fcd,graph,mdatoms,fr,
                    mu_tot,enerd,vir,pres,-1,TRUE);
    cr->nnodes = nnodes;

    /* if forces are not small, warn user */
    get_state_f_norm_max(cr,&(inputrec->opts),mdatoms,state_work);

    if (MASTER(cr))
    {
        fprintf(stderr,"Maximum force:%12.5e\n",state_work->fmax);
        if (state_work->fmax > 1.0e-3) 
        {
            fprintf(stderr,"Maximum force probably not small enough to");
            fprintf(stderr," ensure that you are in an \nenergy well. ");
            fprintf(stderr,"Be aware that negative eigenvalues may occur");
            fprintf(stderr," when the\nresulting matrix is diagonalized.\n");
        }
    }
    
    /***********************************************************
     *
     *      Loop over all pairs in matrix 
     * 
     *      do_force called twice. Once with positive and 
     *      once with negative displacement 
     *
     ************************************************************/

    /* Steps are divided one by one over the nodes */
    for(atom=cr->nodeid; atom<natoms; atom+=nnodes) 
    {
        
        for (d=0; d<DIM; d++) 
        {
            x_min = state_work->s.x[atom][d];

            state_work->s.x[atom][d] = x_min - der_range;
          
            /* Make evaluate_energy do a single node force calculation */
            cr->nnodes = 1;
            evaluate_energy(fplog,bVerbose,cr,
                            state_global,top_global,state_work,top,
                            inputrec,nrnb,wcycle,gstat,
                            vsite,constr,fcd,graph,mdatoms,fr,
                            mu_tot,enerd,vir,pres,atom*2,FALSE);
                        
            for(i=0; i<natoms; i++)
            {
                copy_rvec(state_work->f[i], fneg[i]);
            }
            
            state_work->s.x[atom][d] = x_min + der_range;
            
            evaluate_energy(fplog,bVerbose,cr,
                            state_global,top_global,state_work,top,
                            inputrec,nrnb,wcycle,gstat,
                            vsite,constr,fcd,graph,mdatoms,fr,
                            mu_tot,enerd,vir,pres,atom*2+1,FALSE);
            cr->nnodes = nnodes;

            /* x is restored to original */
            state_work->s.x[atom][d] = x_min;

            for(j=0; j<natoms; j++) 
            {
                for (k=0; (k<DIM); k++) 
                {
                    dfdx[j][k] =
                        -(state_work->f[j][k] - fneg[j][k])/(2*der_range);
                }
            }

            if (!MASTER(cr))
            {
#ifdef GMX_MPI
#ifdef GMX_DOUBLE
#define mpi_type MPI_DOUBLE
#else
#define mpi_type MPI_FLOAT
#endif
                MPI_Send(dfdx[0],natoms*DIM,mpi_type,MASTERNODE(cr),cr->nodeid,
                         cr->mpi_comm_mygroup);
#endif
            }
            else
            {
                for(node=0; (node<nnodes && atom+node<natoms); node++)
                {
                    if (node > 0)
                    {
#ifdef GMX_MPI
                        MPI_Status stat;
                        MPI_Recv(dfdx[0],natoms*DIM,mpi_type,node,node,
                                 cr->mpi_comm_mygroup,&stat);
#undef mpi_type
#endif
                    }

                    row = (atom + node)*DIM + d;

                    for(j=0; j<natoms; j++) 
                    {
                        for(k=0; k<DIM; k++) 
                        {
                            col = j*DIM + k;
                            
                            if (bSparse)
                            {
                                if (col >= row && dfdx[j][k] != 0.0)
                                {
                                    gmx_sparsematrix_increment_value(sparse_matrix,
                                                                     row,col,dfdx[j][k]);
                                }
                            }
                            else
                            {
                                full_matrix[row*sz+col] = dfdx[j][k];
                            }
                        }
                    }
                }
            }
            
            if (bVerbose && fplog)
            {
                fflush(fplog);            
            }
        }
        /* write progress */
        if (MASTER(cr) && bVerbose) 
        {
            fprintf(stderr,"\rFinished step %d out of %d",
                    min(atom+nnodes,natoms),natoms); 
            fflush(stderr);
        }
    }
    
    if (MASTER(cr)) 
    {
        fprintf(stderr,"\n\nWriting Hessian...\n");
        gmx_mtxio_write(ftp2fn(efMTX,nfile,fnm),sz,sz,full_matrix,sparse_matrix);
    }

    finish_em(fplog,cr,outf,runtime,wcycle);

    runtime->nsteps_done = natoms*2;
    
    return 0;
}