#include <CachingVertex.h>

Public Types
typedef ROOT::Math::SMatrix < double, N-2, N-2, ROOT::Math::MatRepStd< double, N-2, N-2 > >	AlgebraicMatrixMM
typedef ROOT::Math::SMatrix < double, N, N, ROOT::Math::MatRepSym< double, N > >	AlgebraicSymMatrixNN
typedef ReferenceCountingPointer < VertexTrack< N > >	RefCountedVertexTrack
typedef std::map < RefCountedVertexTrack, AlgebraicMatrixMM >	TrackMap
typedef std::map < RefCountedVertexTrack, TrackMap >	TrackToTrackMap
Public Member Functions
	CachingVertex (const GlobalPoint &pos, const GlobalError &posErr, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq)
	CachingVertex (const GlobalPoint &pos, const GlobalWeight &posWeight, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq)
	CachingVertex (const GlobalPoint &priorPos, const GlobalError &priorErr, const GlobalPoint &pos, const GlobalError &posErr, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq)
	CachingVertex (const VertexState &priorVertexState, const VertexState &aVertexState, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq)
	CachingVertex (const VertexState &aVertexState, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq, const TrackToTrackMap &covMap)
	CachingVertex (const GlobalPoint &priorPos, const GlobalError &priorErr, const GlobalPoint &pos, const GlobalWeight &posWeight, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq)
	CachingVertex (const VertexState &priorVertexState, const VertexState &aVertexState, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq, const TrackToTrackMap &covMap)
	CachingVertex ()
	CachingVertex (const AlgebraicVector3 &weightTimesPosition, const GlobalWeight &posWeight, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq)
	CachingVertex (const GlobalPoint &priorPos, const GlobalError &priorErr, const AlgebraicVector3 &weightTimesPosition, const GlobalWeight &posWeight, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq)
	CachingVertex (const VertexState &aVertexState, const std::vector< RefCountedVertexTrack > &tks, float totalChiSq)
float	degreesOfFreedom () const
GlobalError	error () const
bool	hasPrior () const
bool	isValid () const
	operator TransientVertex () const
GlobalPoint	position () const
GlobalError	priorError () const
GlobalPoint	priorPosition () const
VertexState	priorVertexState () const
AlgebraicMatrixMM	tkToTkCovariance (const RefCountedVertexTrack t1, const RefCountedVertexTrack t2) const
bool	tkToTkCovarianceIsAvailable () const
float	totalChiSquared () const
std::vector < RefCountedVertexTrack >	tracks () const
const std::vector < RefCountedVertexTrack > &	tracksRef () const
VertexState	vertexState () const
GlobalWeight	weight () const
AlgebraicVector3	weightTimesPosition () const
Private Member Functions
void	computeNDF () const
Private Attributes
float	theChiSquared
TrackToTrackMap	theCovMap
bool	theCovMapAvailable
float	theNDF
bool	theNDFAvailable
VertexState	thePriorVertexState
std::vector < RefCountedVertexTrack >	theTracks
bool	theValid
VertexState	theVertexState
bool	withPrior

Detailed Description

template<unsigned int N>
class CachingVertex< N >

Class for vertices fitted with Kalman and linear fit algorithms. Provides access to temporary data to speed up the vertex update.

Definition at line 25 of file CachingVertex.h.

Member Typedef Documentation

template<unsigned int N>

typedef ROOT::Math::SMatrix<double,N-2,N-2,ROOT::Math::MatRepStd<double,N-2,N-2> > CachingVertex< N >::AlgebraicMatrixMM

Definition at line 31 of file CachingVertex.h.

template<unsigned int N>

typedef ROOT::Math::SMatrix<double,N,N,ROOT::Math::MatRepSym<double,N> > CachingVertex< N >::AlgebraicSymMatrixNN

Definition at line 30 of file CachingVertex.h.

template<unsigned int N>

typedef ReferenceCountingPointer<VertexTrack<N> > CachingVertex< N >::RefCountedVertexTrack

Definition at line 29 of file CachingVertex.h.

template<unsigned int N>

typedef std::map<RefCountedVertexTrack, AlgebraicMatrixMM > CachingVertex< N >::TrackMap

Definition at line 32 of file CachingVertex.h.

template<unsigned int N>

typedef std::map<RefCountedVertexTrack, TrackMap > CachingVertex< N >::TrackToTrackMap

Definition at line 33 of file CachingVertex.h.

Constructor & Destructor Documentation

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const GlobalPoint &	pos,
		const GlobalError &	posErr,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq
	)

Constructors

Definition at line 10 of file CachingVertex.cc.

  : theVertexState(pos, posErr),
    theChiSquared(totalChiSq), theNDF(0), theNDFAvailable(false), 
    theTracks(tks), theCovMapAvailable(false), withPrior(false), 
    theValid(true)

{}

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const GlobalPoint &	pos,
		const GlobalWeight &	posWeight,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq
	)

Definition at line 24 of file CachingVertex.cc.

  : theVertexState(pos, posWeight),
    theChiSquared(totalChiSq), theNDF(0), theNDFAvailable(false), 
    theTracks(tks), theCovMapAvailable(false), withPrior(false), 
    theValid(true)
{}

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const AlgebraicVector3 &	weightTimesPosition,
		const GlobalWeight &	posWeight,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq
	)

Definition at line 37 of file CachingVertex.cc.

  : theVertexState(weightTimesPosition, posWeight),
    theChiSquared(totalChiSq), theNDF(0), theNDFAvailable(false), 
    theTracks(tks), theCovMapAvailable(false), withPrior(false), 
    theValid(true)
{}

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const GlobalPoint &	priorPos,
		const GlobalError &	priorErr,
		const GlobalPoint &	pos,
		const GlobalError &	posErr,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq
	)

Definition at line 84 of file CachingVertex.cc.

  : theVertexState(pos, posErr),
    theChiSquared(totalChiSq), theNDF(0), theNDFAvailable(false), 
    theTracks(tks), theCovMapAvailable(false), 
    thePriorVertexState(priorPos, priorErr), withPrior(true), theValid(true)
{}

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const GlobalPoint &	priorPos,
		const GlobalError &	priorErr,
		const GlobalPoint &	pos,
		const GlobalWeight &	posWeight,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq
	)

Definition at line 99 of file CachingVertex.cc.

  : theVertexState(pos, posWeight),
    theChiSquared(totalChiSq), theNDF(0), theNDFAvailable(false), 
    theTracks(tks), theCovMapAvailable(false), 
    thePriorVertexState(priorPos, priorErr), withPrior(true), theValid(true)
{}

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const GlobalPoint &	priorPos,
		const GlobalError &	priorErr,
		const AlgebraicVector3 &	weightTimesPosition,
		const GlobalWeight &	posWeight,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq
	)

Definition at line 114 of file CachingVertex.cc.

  : theVertexState(weightTimesPosition, posWeight),
    theChiSquared(totalChiSq), theNDF(0), theNDFAvailable(false), 
    theTracks(tks), theCovMapAvailable(false), 
    thePriorVertexState(priorPos, priorErr), withPrior(true), theValid(true)
{}

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const VertexState &	aVertexState,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq
	)

Definition at line 48 of file CachingVertex.cc.

  : theVertexState(aVertexState),
    theChiSquared(totalChiSq), theNDF(0), theNDFAvailable(false), 
    theTracks(tks), theCovMapAvailable(false), withPrior(false), 
    theValid(true)
{}

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const VertexState &	priorVertexState,
		const VertexState &	aVertexState,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq
	)

Definition at line 72 of file CachingVertex.cc.

  : theVertexState(aVertexState), theChiSquared(totalChiSq),
    theNDF(0), theNDFAvailable(false), theTracks(tks),
    theCovMapAvailable(false), thePriorVertexState(priorVertexState),
    withPrior(true), theValid(true)
{}

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const VertexState &	aVertexState,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq,
		const TrackToTrackMap &	covMap
	)

Definition at line 59 of file CachingVertex.cc.

References CachingVertex< N >::theCovMap, and CachingVertex< N >::theCovMapAvailable.

  : theVertexState(aVertexState),
    theChiSquared(totalChiSq), theNDF(0), theNDFAvailable(false),
    theTracks(tks), theCovMap(covMap), theCovMapAvailable(true), 
    withPrior(false), theValid(true)
{
  if (theCovMap.empty()) theCovMapAvailable = false;
}

template<unsigned int N>

CachingVertex< N >::CachingVertex	(	const VertexState &	priorVertexState,
		const VertexState &	aVertexState,
		const std::vector< RefCountedVertexTrack > &	tks,
		float	totalChiSq,
		const TrackToTrackMap &	covMap
	)

Definition at line 128 of file CachingVertex.cc.

References CachingVertex< N >::theCovMap, and CachingVertex< N >::theCovMapAvailable.

  : theVertexState(aVertexState), theChiSquared(totalChiSq),
    theNDF(0), theNDFAvailable(false), theTracks(tks),
    theCovMap(covMap), theCovMapAvailable(true), 
    thePriorVertexState(priorVertexState), withPrior(true), theValid(true)
{
  if (theCovMap.empty()) theCovMapAvailable = false;
}

template<unsigned int N>

CachingVertex< N >::CachingVertex ( )

Constructor for invalid CachingVertex

Definition at line 142 of file CachingVertex.cc.

  : theChiSquared(-1), theNDF(0), theNDFAvailable(false), theTracks(),
    theCovMapAvailable(false), withPrior(false), 
    theValid(false)
{}

Member Function Documentation

template<unsigned int N>

void CachingVertex< N >::computeNDF ( ) const [private]

Definition at line 185 of file CachingVertex.cc.

{
  theNDF = 0;
  for (typename std::vector<RefCountedVertexTrack>::const_iterator itk = theTracks.begin(); 
       itk != theTracks.end(); ++itk) {
    theNDF += (**itk).weight(); // adds up weights
  }
  theNDF *= 2.; // times 2df for each track
  if (!withPrior) theNDF -= 3.; // 3 position coordinates fitted
  theNDFAvailable = true;
}

template<unsigned int N>

float CachingVertex< N >::degreesOfFreedom ( ) const

Definition at line 177 of file CachingVertex.cc.

Referenced by FinalTreeBuilder::buildTree(), fitChi2(), and KinematicVertex::KinematicVertex().

{
  if (!theNDFAvailable) computeNDF();
  return theNDF;
}

template<unsigned int N>

GlobalError CachingVertex< N >::error ( ) const

Definition at line 156 of file CachingVertex.cc.

Referenced by KinematicVertex::KinematicVertex(), trackVertexCompat(), and reco::GhostTrackVertexFinder::vertexCompat().

{
  return theVertexState.error();
}

template<unsigned int N>

bool CachingVertex< N >::hasPrior ( ) const [inline]

Definition at line 95 of file CachingVertex.h.

Referenced by GsfVertexUpdator::add(), KalmanSmoothedVertexChi2Estimator< N >::estimate(), GsfVertexMerger::merge(), SequentialVertexSmoother< N >::smooth(), GsfVertexSmoother::smooth(), and KalmanVertexUpdator< N >::update().

{return withPrior;}

template<unsigned int N>

bool CachingVertex< N >::isValid ( void ) const [inline]

Definition at line 96 of file CachingVertex.h.

Referenced by SingleTrackVertexConstraint::constrain(), KalmanVertexTrackCompatibilityEstimator< N >::estimateNFittedTrack(), GsfVertexTrackCompatibilityEstimator::estimateNFittedTrack(), SequentialVertexFitter< N >::fit(), KinematicParticleVertexFitter::fit(), reco::GhostTrackVertexFinder::initialVertices(), reco::GhostTrackVertexFinder::mergeVertices(), reco::GhostTrackVertexFinder::reassignTracks(), reco::GhostTrackVertexFinder::recursiveMerge(), reco::GhostTrackVertexFinder::refitGhostTrack(), TrimmedVertexFinder::theWorst(), TrimmedVertexFinder::vertices(), and reco::GhostTrackVertexFinder::vertices().

{return theValid;}

template<unsigned int N>

CachingVertex< N >::operator TransientVertex ( ) const

Definition at line 238 of file CachingVertex.cc.

References i, j, TransientVertex::refittedTracks(), TransientVertex::tkToTkCovariance(), and TransientVertex::weightMap().

{
  //If the vertex is invalid, return an invalid TV !
  if (!isValid()) return TransientVertex();

  typedef std::map<reco::TransientTrack, float> TransientTrackToFloatMap;

// Construct Track vector
  std::vector<reco::TransientTrack> ttVect;
  ttVect.reserve(theTracks.size());
  std::vector<reco::TransientTrack> refTTVect;
  TransientTrackToFloatMap theWeightMap;
  TTtoTTmap ttCovMap;
  // float theMinWeight = 0.5;

  for (typename std::vector<RefCountedVertexTrack>::const_iterator i = theTracks.begin();
       i != theTracks.end(); ++i) {
    // discard tracks with too low weight
    // if ((**i).weight() < theMinWeight) continue;

    reco::TransientTrack t1((**i).linearizedTrack()->track());
    ttVect.push_back(t1);
    //Fill in the weight map
    theWeightMap[t1] = (**i).weight();

    //Fill in the tk-to-tk covariance map
    if (theCovMapAvailable) {
      for (typename std::vector<RefCountedVertexTrack>::const_iterator j = (i+1);
           j != theTracks.end(); ++j) {
        reco::TransientTrack t2((**j).linearizedTrack()->track());
        ttCovMap[t1][t2] = tkToTkCovariance(*i, *j);
      }
    }
    if ((**i).refittedStateAvailable()) {
      refTTVect.push_back( (**i).refittedState()->transientTrack()) ;
    }
  }
  TransientVertex tv;
  if (withPrior) {
    tv =  TransientVertex(priorVertexState(), vertexState(), ttVect, totalChiSquared(), degreesOfFreedom());
  } else {
    tv = TransientVertex(vertexState(), ttVect, totalChiSquared(), degreesOfFreedom());
  }
  tv.weightMap(theWeightMap);
  if (theCovMapAvailable) tv.tkToTkCovariance(ttCovMap);
  if (!refTTVect.empty()) tv.refittedTracks(refTTVect);
  return tv;
}

template<unsigned int N>

GlobalPoint CachingVertex< N >::position ( void ) const

Definition at line 149 of file CachingVertex.cc.

Referenced by FinalTreeBuilder::buildTree(), SingleTrackVertexConstraint::constrain(), SequentialVertexFitter< N >::fit(), KinematicVertex::KinematicVertex(), FinalTreeBuilder::momentumPart(), SequentialVertexSmoother< N >::smooth(), GsfVertexSmoother::smooth(), trackVertexCompat(), InvariantMassFromVertex::uncertainty(), MultiVertexFitter::updateSeeds(), MultiVertexFitter::updateWeights(), and reco::GhostTrackVertexFinder::vertexCompat().

{
  return theVertexState.position();
}

template<unsigned int N>

GlobalError CachingVertex< N >::priorError ( ) const [inline]

Definition at line 94 of file CachingVertex.h.

Referenced by GsfVertexUpdator::add(), GsfVertexMerger::merge(), and SequentialVertexSmoother< N >::smooth().

{return priorVertexState().error();}

template<unsigned int N>

GlobalPoint CachingVertex< N >::priorPosition ( ) const [inline]

Definition at line 93 of file CachingVertex.h.

Referenced by GsfVertexUpdator::add(), GsfVertexMerger::merge(), and SequentialVertexSmoother< N >::smooth().

{return priorVertexState().position();}

template<unsigned int N>

VertexState CachingVertex< N >::priorVertexState ( ) const [inline]

Definition at line 86 of file CachingVertex.h.

Referenced by KalmanSmoothedVertexChi2Estimator< N >::estimate(), CachingVertex< 5 >::priorError(), CachingVertex< 5 >::priorPosition(), SequentialVertexSmoother< N >::smooth(), GsfVertexSmoother::smooth(), and KalmanVertexUpdator< N >::update().

{return thePriorVertexState;}

template<unsigned int N>

CachingVertex< N >::AlgebraicMatrixMM CachingVertex< N >::tkToTkCovariance	(	const RefCountedVertexTrack	t1,
		const RefCountedVertexTrack	t2
	)		const

Track to track covariance

Definition at line 200 of file CachingVertex.cc.

Referenced by FinalTreeBuilder::momentumPart(), and InvariantMassFromVertex::uncertainty().

{
  if (!tkToTkCovarianceIsAvailable()) {
   throw VertexException("CachingVertex::TkTkCovariance requested before been calculated");
  } 
  else {
    RefCountedVertexTrack tr1;
    RefCountedVertexTrack tr2;
    bool transp = false;
    if(t1 < t2) {
      tr1 = t1;    
      tr2 = t2;
    }
    else {
      tr1 = t2;    
      tr2 = t1;
      transp = true;
    }
    typename TrackToTrackMap::const_iterator it = theCovMap.find(tr1);
    if (it !=  theCovMap.end()) {
      const TrackMap & tm = it->second;
      typename TrackMap::const_iterator nit = tm.find(tr2);
      if (nit != tm.end()) {
        if (transp) return( ROOT::Math::Transpose(nit->second) );
        else return( nit->second);
      }
      else {
        throw VertexException("CachingVertex::requested TkTkCovariance does not exist");
      }       
    }
    else {
      throw VertexException("CachingVertex::requested TkTkCovariance does not exist");
    }     
  }
}

template<unsigned int N>

bool CachingVertex< N >::tkToTkCovarianceIsAvailable ( ) const [inline]

Definition at line 107 of file CachingVertex.h.

Referenced by InvariantMassFromVertex::invariantMass(), InvariantMassFromVertex::momentum(), and InvariantMassFromVertex::p4().

{ return theCovMapAvailable; }

template<unsigned int N>

float CachingVertex< N >::totalChiSquared ( ) const [inline]

Chi2, degrees of freedom. The latter may not be integer.

Definition at line 100 of file CachingVertex.h.

Referenced by GsfVertexUpdator::add(), FinalTreeBuilder::buildTree(), KalmanVertexTrackCompatibilityEstimator< N >::estimateNFittedTrack(), GsfVertexTrackCompatibilityEstimator::estimateNFittedTrack(), fitChi2(), KinematicVertex::KinematicVertex(), GsfVertexMerger::merge(), SequentialVertexSmoother< N >::smooth(), and KalmanVertexUpdator< N >::update().

{ return theChiSquared; }

template<unsigned int N>

std::vector<RefCountedVertexTrack> CachingVertex< N >::tracks ( void ) const [inline]

Definition at line 91 of file CachingVertex.h.

Referenced by GsfVertexUpdator::add(), FinalTreeBuilder::buildTree(), KalmanSmoothedVertexChi2Estimator< N >::estimate(), GsfVertexTrackCompatibilityEstimator::estimate(), InvariantMassFromVertex::invariantMass(), GsfVertexMerger::merge(), reco::GhostTrackVertexFinder::mergeVertices(), InvariantMassFromVertex::momentum(), FinalTreeBuilder::momentumPart(), InvariantMassFromVertex::p4(), SequentialVertexSmoother< N >::smooth(), GsfVertexSmoother::smooth(), TrimmedVertexFinder::theWorst(), InvariantMassFromVertex::uncertainty(), KalmanVertexUpdator< N >::update(), and TrimmedVertexFinder::vertices().

{ return theTracks; }

template<unsigned int N>

const std::vector<RefCountedVertexTrack>& CachingVertex< N >::tracksRef ( ) const [inline]

Definition at line 92 of file CachingVertex.h.

Referenced by KalmanVertexTrackCompatibilityEstimator< N >::estimate().

{ return theTracks; }

template<unsigned int N>

VertexState CachingVertex< N >::vertexState ( ) const [inline]

Access methods

Definition at line 85 of file CachingVertex.h.

Referenced by GsfVertexUpdator::add(), KalmanVertexTrackCompatibilityEstimator< N >::estimate(), KalmanSmoothedVertexChi2Estimator< N >::estimate(), GsfVertexTrackCompatibilityEstimator::estimate(), SequentialVertexFitter< N >::fit(), GsfVertexMerger::merge(), reco::GhostTrackVertexFinder::mergeVertices(), SequentialVertexFitter< 5 >::reLinearizeTracks(), SequentialVertexSmoother< N >::smooth(), GsfVertexSmoother::smooth(), KalmanVertexTrackUpdator< N >::update(), KalmanVertexUpdator< N >::update(), and KVFHelper< N >::vertexChi2().

{return theVertexState;}

template<unsigned int N>

GlobalWeight CachingVertex< N >::weight ( void ) const

Definition at line 163 of file CachingVertex.cc.

Referenced by SequentialVertexSmoother< N >::smooth().

{
  return theVertexState.weight();
}

template<unsigned int N>

AlgebraicVector3 CachingVertex< N >::weightTimesPosition ( ) const

Definition at line 170 of file CachingVertex.cc.

{
  return theVertexState.weightTimesPosition();
}

Member Data Documentation

template<unsigned int N>

float CachingVertex< N >::theChiSquared [private]

Definition at line 116 of file CachingVertex.h.

Referenced by CachingVertex< 5 >::totalChiSquared().

template<unsigned int N>

TrackToTrackMap CachingVertex< N >::theCovMap [private]

Definition at line 120 of file CachingVertex.h.

Referenced by CachingVertex< N >::CachingVertex().

template<unsigned int N>

bool CachingVertex< N >::theCovMapAvailable [private]

Definition at line 121 of file CachingVertex.h.

Referenced by CachingVertex< N >::CachingVertex(), and CachingVertex< 5 >::tkToTkCovarianceIsAvailable().

template<unsigned int N>

float CachingVertex< N >::theNDF [mutable, private]

Definition at line 117 of file CachingVertex.h.

template<unsigned int N>

bool CachingVertex< N >::theNDFAvailable [mutable, private]

Definition at line 118 of file CachingVertex.h.

template<unsigned int N>

VertexState CachingVertex< N >::thePriorVertexState [mutable, private]

Definition at line 122 of file CachingVertex.h.

Referenced by CachingVertex< 5 >::priorVertexState().

template<unsigned int N>

std::vector<RefCountedVertexTrack> CachingVertex< N >::theTracks [private]

Definition at line 119 of file CachingVertex.h.

Referenced by CachingVertex< 5 >::tracks(), and CachingVertex< 5 >::tracksRef().

template<unsigned int N>

bool CachingVertex< N >::theValid [private]

Definition at line 125 of file CachingVertex.h.

Referenced by CachingVertex< 5 >::isValid().

template<unsigned int N>

VertexState CachingVertex< N >::theVertexState [mutable, private]

Definition at line 115 of file CachingVertex.h.

Referenced by CachingVertex< 5 >::vertexState().

template<unsigned int N>

bool CachingVertex< N >::withPrior [private]

Definition at line 123 of file CachingVertex.h.

Referenced by CachingVertex< 5 >::hasPrior().

CachingVertex< N > Class Template Reference

Public Types

Public Member Functions

Private Member Functions

Private Attributes

Detailed Description

template<unsigned int N> class CachingVertex< N >

Member Typedef Documentation

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation

template<unsigned int N>
class CachingVertex< N >