// Class: ReadMuon_Downstream_TMVA
// Automatically generated by MethodBase::MakeClass
//

/* configuration options =====================================================

#GEN -*-*-*-*-*-*-*-*-*-*-*- general info -*-*-*-*-*-*-*-*-*-*-*-

Method         : MLP::Muon_Downstream_TMVA
TMVA Release   : 4.2.0         [262656]
ROOT Release   : 5.34/18       [336402]
Creator        : jonesc
Date           : Fri Jun 13 17:22:10 2014
Host           : ec-slc6-x86-64-spi-9
Dir            : /var/pcfst/r03/lhcb/jonesc/ANNPID/results/MC12/TrainMixture/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Muon/Downstream
Training events: 1185091
Analysis type  : [Classification]


#OPT -*-*-*-*-*-*-*-*-*-*-*-*- options -*-*-*-*-*-*-*-*-*-*-*-*-

# Set by User:
NCycles: "750" [Number of training cycles]
HiddenLayers: "40" [Specification of hidden layer architecture]
NeuronType: "tanh" [Neuron activation function type]
EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood]
V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)]
VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"]
H: "True" [Print method-specific help message]
TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)]
EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)]
ConvergenceImprove: "1.000000e-16" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)]
ConvergenceTests: "15" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)]
UseRegulator: "False" [Use regulator to avoid over-training]
# Default:
RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')]
NeuronInputType: "sum" [Neuron input function type]
VerbosityLevel: "Verbose" [Verbosity level]
CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)]
IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)]
LearningRate: "2.000000e-02" [ANN learning rate parameter]
DecayRate: "1.000000e-02" [Decay rate for learning parameter]
TestRate: "10" [Test for overtraining performed at each #th epochs]
Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch]
SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training]
SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.]
SamplingTraining: "True" [The training sample is sampled]
SamplingTesting: "False" [The testing sample is sampled]
ResetStep: "50" [How often BFGS should reset history]
Tau: "3.000000e+00" [LineSearch "size step"]
BPMode: "sequential" [Back-propagation learning mode: sequential or batch]
BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events]
UpdateLimit: "10000" [Maximum times of regulator update]
CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value]
WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range]
##


#VAR -*-*-*-*-*-*-*-*-*-*-*-* variables *-*-*-*-*-*-*-*-*-*-*-*-

NVar 29
TrackP                        TrackP                        TrackP                        TrackP                                                          'F'    [2850.62011719,801994.9375]
TrackPt                       TrackPt                       TrackPt                       TrackPt                                                         'F'    [5.28465366364,66779.578125]
TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof                                                 'F'    [0.0109324483201,2.9999256134]
TrackNumDof                   TrackNumDof                   TrackNumDof                   TrackNumDof                                                     'I'    [4,28]
TrackLikelihood               TrackLikelihood               TrackLikelihood               TrackLikelihood                                                 'F'    [-94.4808578491,1.04387307167]
TrackGhostProbability         TrackGhostProbability         TrackGhostProbability         TrackGhostProbability                                           'F'    [-999,1]
TrackFitTChi2                 TrackFitTChi2                 TrackFitTChi2                 TrackFitTChi2                                                   'F'    [0.000658931559883,63.6123199463]
TrackFitTNDoF                 TrackFitTNDoF                 TrackFitTNDoF                 TrackFitTNDoF                                                   'I'    [1,22]
RichUsedAero                  RichUsedAero                  RichUsedAero                  RichUsedAero                                                    'I'    [0,1]
RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                                                   'I'    [0,1]
RichUsedR2Gas                 RichUsedR2Gas                 RichUsedR2Gas                 RichUsedR2Gas                                                   'I'    [0,1]
RichAboveMuThres              RichAboveMuThres              RichAboveMuThres              RichAboveMuThres                                                'I'    [0,1]
RichAboveKaThres              RichAboveKaThres              RichAboveKaThres              RichAboveKaThres                                                'I'    [0,1]
RichDLLe                      RichDLLe                      RichDLLe                      RichDLLe                                                        'F'    [-999,100.287597656]
RichDLLmu                     RichDLLmu                     RichDLLmu                     RichDLLmu                                                       'F'    [-999,95.532699585]
RichDLLk                      RichDLLk                      RichDLLk                      RichDLLk                                                        'F'    [-999,77.0382003784]
RichDLLp                      RichDLLp                      RichDLLp                      RichDLLp                                                        'F'    [-999,63.8046989441]
RichDLLbt                     RichDLLbt                     RichDLLbt                     RichDLLbt                                                       'F'    [-999,63.4244995117]
MuonBkgLL                     MuonBkgLL                     MuonBkgLL                     MuonBkgLL                                                       'F'    [-10.6127996445,0.0270000007004]
MuonMuLL                      MuonMuLL                      MuonMuLL                      MuonMuLL                                                        'F'    [-69.0775985718,0]
MuonNShared                   MuonNShared                   MuonNShared                   MuonNShared                                                     'I'    [1,117]
InAccEcal                     InAccEcal                     InAccEcal                     InAccEcal                                                       'I'    [0,1]
EcalPIDe                      EcalPIDe                      EcalPIDe                      EcalPIDe                                                        'F'    [-999,4.04088783264]
EcalPIDmu                     EcalPIDmu                     EcalPIDmu                     EcalPIDmu                                                       'F'    [-999,2.50609302521]
InAccHcal                     InAccHcal                     InAccHcal                     InAccHcal                                                       'I'    [0,1]
HcalPIDe                      HcalPIDe                      HcalPIDe                      HcalPIDe                                                        'F'    [-999,3.12796974182]
HcalPIDmu                     HcalPIDmu                     HcalPIDmu                     HcalPIDmu                                                       'F'    [-999,2.61016368866]
InAccPrs                      InAccPrs                      InAccPrs                      InAccPrs                                                        'I'    [0,1]
PrsPIDe                       PrsPIDe                       PrsPIDe                       PrsPIDe                                                         'F'    [-999,3.46313500404]
NSpec 0


============================================================================ */

#include <vector>
#include <cmath>
#include <string>
#include <iostream>

#ifndef IClassifierReader__def
#define IClassifierReader__def

class IClassifierReader {

 public:

   // constructor
   IClassifierReader() : fStatusIsClean( true ) {}
   virtual ~IClassifierReader() {}

   // return classifier response
   virtual double GetMvaValue( const std::vector<double>& inputValues ) const = 0;

   // returns classifier status
   bool IsStatusClean() const { return fStatusIsClean; }

 protected:

   bool fStatusIsClean;
};

#endif

class ReadMuon_Downstream_TMVA : public IClassifierReader {

 public:

   // constructor
   ReadMuon_Downstream_TMVA( std::vector<std::string>& theInputVars ) 
      : IClassifierReader(),
        fClassName( "ReadMuon_Downstream_TMVA" ),
        fNvars( 29 ),
        fIsNormalised( false )
   {      
      // the training input variables
      const char* inputVars[] = { "TrackP", "TrackPt", "TrackChi2PerDof", "TrackNumDof", "TrackLikelihood", "TrackGhostProbability", "TrackFitTChi2", "TrackFitTNDoF", "RichUsedAero", "RichUsedR1Gas", "RichUsedR2Gas", "RichAboveMuThres", "RichAboveKaThres", "RichDLLe", "RichDLLmu", "RichDLLk", "RichDLLp", "RichDLLbt", "MuonBkgLL", "MuonMuLL", "MuonNShared", "InAccEcal", "EcalPIDe", "EcalPIDmu", "InAccHcal", "HcalPIDe", "HcalPIDmu", "InAccPrs", "PrsPIDe" };

      // sanity checks
      if (theInputVars.size() <= 0) {
         std::cout << "Problem in class \"" << fClassName << "\": empty input vector" << std::endl;
         fStatusIsClean = false;
      }

      if (theInputVars.size() != fNvars) {
         std::cout << "Problem in class \"" << fClassName << "\": mismatch in number of input values: "
                   << theInputVars.size() << " != " << fNvars << std::endl;
         fStatusIsClean = false;
      }

      // validate input variables
      for (size_t ivar = 0; ivar < theInputVars.size(); ivar++) {
         if (theInputVars[ivar] != inputVars[ivar]) {
            std::cout << "Problem in class \"" << fClassName << "\": mismatch in input variable names" << std::endl
                      << " for variable [" << ivar << "]: " << theInputVars[ivar].c_str() << " != " << inputVars[ivar] << std::endl;
            fStatusIsClean = false;
         }
      }

      // initialize min and max vectors (for normalisation)
      fVmin[0] = -1;
      fVmax[0] = 0.99999988079071;
      fVmin[1] = -1;
      fVmax[1] = 1;
      fVmin[2] = -1;
      fVmax[2] = 1;
      fVmin[3] = -1;
      fVmax[3] = 1;
      fVmin[4] = -1;
      fVmax[4] = 1;
      fVmin[5] = -1;
      fVmax[5] = 1;
      fVmin[6] = -1;
      fVmax[6] = 1;
      fVmin[7] = -1;
      fVmax[7] = 1;
      fVmin[8] = -1;
      fVmax[8] = 1;
      fVmin[9] = -1;
      fVmax[9] = 1;
      fVmin[10] = -1;
      fVmax[10] = 1;
      fVmin[11] = -1;
      fVmax[11] = 1;
      fVmin[12] = -1;
      fVmax[12] = 1;
      fVmin[13] = -1;
      fVmax[13] = 1;
      fVmin[14] = -1;
      fVmax[14] = 1;
      fVmin[15] = -1;
      fVmax[15] = 1;
      fVmin[16] = -1;
      fVmax[16] = 1;
      fVmin[17] = -1;
      fVmax[17] = 1;
      fVmin[18] = -1;
      fVmax[18] = 1;
      fVmin[19] = -1;
      fVmax[19] = 1;
      fVmin[20] = -1;
      fVmax[20] = 1;
      fVmin[21] = -1;
      fVmax[21] = 1;
      fVmin[22] = -1;
      fVmax[22] = 1;
      fVmin[23] = -1;
      fVmax[23] = 1;
      fVmin[24] = -1;
      fVmax[24] = 1;
      fVmin[25] = -1;
      fVmax[25] = 1;
      fVmin[26] = -1;
      fVmax[26] = 1;
      fVmin[27] = -1;
      fVmax[27] = 1;
      fVmin[28] = -1;
      fVmax[28] = 0.99999988079071;

      // initialize input variable types
      fType[0] = 'F';
      fType[1] = 'F';
      fType[2] = 'F';
      fType[3] = 'I';
      fType[4] = 'F';
      fType[5] = 'F';
      fType[6] = 'F';
      fType[7] = 'I';
      fType[8] = 'I';
      fType[9] = 'I';
      fType[10] = 'I';
      fType[11] = 'I';
      fType[12] = 'I';
      fType[13] = 'F';
      fType[14] = 'F';
      fType[15] = 'F';
      fType[16] = 'F';
      fType[17] = 'F';
      fType[18] = 'F';
      fType[19] = 'F';
      fType[20] = 'I';
      fType[21] = 'I';
      fType[22] = 'F';
      fType[23] = 'F';
      fType[24] = 'I';
      fType[25] = 'F';
      fType[26] = 'F';
      fType[27] = 'I';
      fType[28] = 'F';

      // initialize constants
      Initialize();

      // initialize transformation
      InitTransform();
   }

   // destructor
   virtual ~ReadMuon_Downstream_TMVA() {
      Clear(); // method-specific
   }

   // the classifier response
   // "inputValues" is a vector of input values in the same order as the 
   // variables given to the constructor
   double GetMvaValue( const std::vector<double>& inputValues ) const;

 private:

   // method-specific destructor
   void Clear();

   // input variable transformation

   double fMin_1[3][29];
   double fMax_1[3][29];
   void InitTransform_1();
   void Transform_1( std::vector<double> & iv, int sigOrBgd ) const;
   void InitTransform();
   void Transform( std::vector<double> & iv, int sigOrBgd ) const;

   // common member variables
   const char* fClassName;

   const size_t fNvars;
   size_t GetNvar()           const { return fNvars; }
   char   GetType( int ivar ) const { return fType[ivar]; }

   // normalisation of input variables
   const bool fIsNormalised;
   bool IsNormalised() const { return fIsNormalised; }
   double fVmin[29];
   double fVmax[29];
   double NormVariable( double x, double xmin, double xmax ) const {
      // normalise to output range: [-1, 1]
      return 2*(x - xmin)/(xmax - xmin) - 1.0;
   }

   // type of input variable: 'F' or 'I'
   char   fType[29];

   // initialize internal variables
   void Initialize();
   double GetMvaValue__( const std::vector<double>& inputValues ) const;

   // private members (method specific)

   double ActivationFnc(double x) const;
   double OutputActivationFnc(double x) const;

   int fLayers;
   int fLayerSize[3];
   double fWeightMatrix0to1[41][30];   // weight matrix from layer 0 to 1
   double fWeightMatrix1to2[1][41];   // weight matrix from layer 1 to 2

   double * fWeights[3];
};

inline void ReadMuon_Downstream_TMVA::Initialize()
{
   // build network structure
   fLayers = 3;
   fLayerSize[0] = 30; fWeights[0] = new double[30]; 
   fLayerSize[1] = 41; fWeights[1] = new double[41]; 
   fLayerSize[2] = 1; fWeights[2] = new double[1]; 
   // weight matrix from layer 0 to 1
   fWeightMatrix0to1[0][0] = 0.00686729686620808;
   fWeightMatrix0to1[1][0] = -0.999305255737438;
   fWeightMatrix0to1[2][0] = -3.35955447084542;
   fWeightMatrix0to1[3][0] = 2.89683538652279;
   fWeightMatrix0to1[4][0] = -1.84230367736259;
   fWeightMatrix0to1[5][0] = -8.11085859605618;
   fWeightMatrix0to1[6][0] = -0.758507218882418;
   fWeightMatrix0to1[7][0] = 17.2963060679177;
   fWeightMatrix0to1[8][0] = 22.0462454855434;
   fWeightMatrix0to1[9][0] = 3.76280509066324;
   fWeightMatrix0to1[10][0] = -1.28869653480276;
   fWeightMatrix0to1[11][0] = -6.81501894529138;
   fWeightMatrix0to1[12][0] = -4.51881197988543;
   fWeightMatrix0to1[13][0] = -8.47423955235707;
   fWeightMatrix0to1[14][0] = 1.59390633271139;
   fWeightMatrix0to1[15][0] = 25.4680262106047;
   fWeightMatrix0to1[16][0] = -0.422041321928447;
   fWeightMatrix0to1[17][0] = 12.3462039461196;
   fWeightMatrix0to1[18][0] = 10.3870492336883;
   fWeightMatrix0to1[19][0] = 0.266471484683631;
   fWeightMatrix0to1[20][0] = 4.92439707673829;
   fWeightMatrix0to1[21][0] = -0.576413789938242;
   fWeightMatrix0to1[22][0] = 1.51290888744708;
   fWeightMatrix0to1[23][0] = 1.97248770753206;
   fWeightMatrix0to1[24][0] = -5.0307075656771;
   fWeightMatrix0to1[25][0] = 5.26285977922698;
   fWeightMatrix0to1[26][0] = 0.464557807053111;
   fWeightMatrix0to1[27][0] = -6.03442289529245;
   fWeightMatrix0to1[28][0] = -6.68818526751761;
   fWeightMatrix0to1[29][0] = -0.335915031858363;
   fWeightMatrix0to1[30][0] = 12.9419358960094;
   fWeightMatrix0to1[31][0] = 6.64623589277717;
   fWeightMatrix0to1[32][0] = 11.9215194355402;
   fWeightMatrix0to1[33][0] = 4.15045476720032;
   fWeightMatrix0to1[34][0] = 28.6750732420869;
   fWeightMatrix0to1[35][0] = 9.28767822853336;
   fWeightMatrix0to1[36][0] = -5.44681185582748;
   fWeightMatrix0to1[37][0] = 9.89395168638358;
   fWeightMatrix0to1[38][0] = 0.330492112442554;
   fWeightMatrix0to1[39][0] = 8.35015833108324;
   fWeightMatrix0to1[0][1] = -4.29763734229298;
   fWeightMatrix0to1[1][1] = 3.69562292611477;
   fWeightMatrix0to1[2][1] = 7.96795013337112;
   fWeightMatrix0to1[3][1] = 8.36309713149254;
   fWeightMatrix0to1[4][1] = -0.652530921887378;
   fWeightMatrix0to1[5][1] = -1.6539822307676;
   fWeightMatrix0to1[6][1] = 1.13178351768517;
   fWeightMatrix0to1[7][1] = -1.72489834300908;
   fWeightMatrix0to1[8][1] = 18.2485537588187;
   fWeightMatrix0to1[9][1] = -0.899465786583695;
   fWeightMatrix0to1[10][1] = 2.90269243383117;
   fWeightMatrix0to1[11][1] = 2.66308816445231;
   fWeightMatrix0to1[12][1] = -4.50045316068791;
   fWeightMatrix0to1[13][1] = 3.9339187213802;
   fWeightMatrix0to1[14][1] = -3.34034987307436;
   fWeightMatrix0to1[15][1] = 4.25205027861792;
   fWeightMatrix0to1[16][1] = -1.34552859622691;
   fWeightMatrix0to1[17][1] = 3.89576879494582;
   fWeightMatrix0to1[18][1] = 27.7450467481319;
   fWeightMatrix0to1[19][1] = 1.78941344301637;
   fWeightMatrix0to1[20][1] = -1.27754915721966;
   fWeightMatrix0to1[21][1] = 1.22365736131977;
   fWeightMatrix0to1[22][1] = 0.141856855853516;
   fWeightMatrix0to1[23][1] = -0.283281220488041;
   fWeightMatrix0to1[24][1] = -2.5222701676061;
   fWeightMatrix0to1[25][1] = -2.49468362508486;
   fWeightMatrix0to1[26][1] = -0.272811864824692;
   fWeightMatrix0to1[27][1] = -12.2493440363957;
   fWeightMatrix0to1[28][1] = -2.4729655367276;
   fWeightMatrix0to1[29][1] = -1.0825740326217;
   fWeightMatrix0to1[30][1] = 6.95415306882665;
   fWeightMatrix0to1[31][1] = -1.47582553491172;
   fWeightMatrix0to1[32][1] = 0.455552834296712;
   fWeightMatrix0to1[33][1] = -3.27240809166511;
   fWeightMatrix0to1[34][1] = 9.91664674019413;
   fWeightMatrix0to1[35][1] = -3.95852880786113;
   fWeightMatrix0to1[36][1] = -3.8588702751854;
   fWeightMatrix0to1[37][1] = 6.61317899863879;
   fWeightMatrix0to1[38][1] = -0.584016868406489;
   fWeightMatrix0to1[39][1] = 3.65530300200999;
   fWeightMatrix0to1[0][2] = 0.111052260283827;
   fWeightMatrix0to1[1][2] = -0.778010832164332;
   fWeightMatrix0to1[2][2] = 0.466699875620041;
   fWeightMatrix0to1[3][2] = -0.952609685613382;
   fWeightMatrix0to1[4][2] = 0.794580065165986;
   fWeightMatrix0to1[5][2] = 0.493186502783085;
   fWeightMatrix0to1[6][2] = 0.631679894465787;
   fWeightMatrix0to1[7][2] = 1.04843542350964;
   fWeightMatrix0to1[8][2] = -0.5573421805391;
   fWeightMatrix0to1[9][2] = 0.519809866749042;
   fWeightMatrix0to1[10][2] = 0.530613405172245;
   fWeightMatrix0to1[11][2] = -0.423470518695017;
   fWeightMatrix0to1[12][2] = -0.884336046830007;
   fWeightMatrix0to1[13][2] = -0.686818412985101;
   fWeightMatrix0to1[14][2] = 0.262409882734084;
   fWeightMatrix0to1[15][2] = 0.981538606794426;
   fWeightMatrix0to1[16][2] = -0.664430024081416;
   fWeightMatrix0to1[17][2] = -0.407300573096851;
   fWeightMatrix0to1[18][2] = -1.33962240139741;
   fWeightMatrix0to1[19][2] = 0.682461602678123;
   fWeightMatrix0to1[20][2] = -1.98608012420876;
   fWeightMatrix0to1[21][2] = -3.03152528887441;
   fWeightMatrix0to1[22][2] = -0.779141958936397;
   fWeightMatrix0to1[23][2] = -1.03598441073105;
   fWeightMatrix0to1[24][2] = 1.50412872410008;
   fWeightMatrix0to1[25][2] = 0.589469944596109;
   fWeightMatrix0to1[26][2] = -0.0347253326930753;
   fWeightMatrix0to1[27][2] = -1.06781860690908;
   fWeightMatrix0to1[28][2] = 0.406541824582058;
   fWeightMatrix0to1[29][2] = 0.480214685645267;
   fWeightMatrix0to1[30][2] = -0.839631189861529;
   fWeightMatrix0to1[31][2] = -0.585060789172163;
   fWeightMatrix0to1[32][2] = -0.96634784699968;
   fWeightMatrix0to1[33][2] = -1.18147005627906;
   fWeightMatrix0to1[34][2] = -0.741691201219462;
   fWeightMatrix0to1[35][2] = 2.44798920274162;
   fWeightMatrix0to1[36][2] = -0.637265084709505;
   fWeightMatrix0to1[37][2] = -4.23647179522981;
   fWeightMatrix0to1[38][2] = 0.210340312193675;
   fWeightMatrix0to1[39][2] = -1.07643231315747;
   fWeightMatrix0to1[0][3] = -14.9222930478607;
   fWeightMatrix0to1[1][3] = -0.400303642643608;
   fWeightMatrix0to1[2][3] = -9.25657218306844;
   fWeightMatrix0to1[3][3] = 2.8424068832922;
   fWeightMatrix0to1[4][3] = 0.250974732854711;
   fWeightMatrix0to1[5][3] = 3.09846475681481;
   fWeightMatrix0to1[6][3] = -3.84336474044731;
   fWeightMatrix0to1[7][3] = -3.11423914099131;
   fWeightMatrix0to1[8][3] = 1.39892322376771;
   fWeightMatrix0to1[9][3] = -0.811574173630587;
   fWeightMatrix0to1[10][3] = 0.707791241639095;
   fWeightMatrix0to1[11][3] = -0.651381259694044;
   fWeightMatrix0to1[12][3] = -0.496504320667654;
   fWeightMatrix0to1[13][3] = 2.27329572116517;
   fWeightMatrix0to1[14][3] = -0.110380154309501;
   fWeightMatrix0to1[15][3] = -6.01681167397428;
   fWeightMatrix0to1[16][3] = 1.62253770754556;
   fWeightMatrix0to1[17][3] = 0.496807711562792;
   fWeightMatrix0to1[18][3] = 1.95228638169781;
   fWeightMatrix0to1[19][3] = 1.46313184157862;
   fWeightMatrix0to1[20][3] = 5.99218320577724;
   fWeightMatrix0to1[21][3] = 6.83206390429417;
   fWeightMatrix0to1[22][3] = 0.0647515549624039;
   fWeightMatrix0to1[23][3] = -0.146470974507105;
   fWeightMatrix0to1[24][3] = -3.49311550150217;
   fWeightMatrix0to1[25][3] = 0.110584516266161;
   fWeightMatrix0to1[26][3] = 0.6071225307576;
   fWeightMatrix0to1[27][3] = 1.07921946176356;
   fWeightMatrix0to1[28][3] = -1.51757330196509;
   fWeightMatrix0to1[29][3] = 0.704197683047628;
   fWeightMatrix0to1[30][3] = 0.796361757538503;
   fWeightMatrix0to1[31][3] = 7.14453871533649;
   fWeightMatrix0to1[32][3] = 2.84685794540258;
   fWeightMatrix0to1[33][3] = -5.65068170927905;
   fWeightMatrix0to1[34][3] = 2.63243311415968;
   fWeightMatrix0to1[35][3] = -7.00051855949587;
   fWeightMatrix0to1[36][3] = -0.918599376251025;
   fWeightMatrix0to1[37][3] = 3.76848013360488;
   fWeightMatrix0to1[38][3] = -0.360302636762567;
   fWeightMatrix0to1[39][3] = 4.6793968863055;
   fWeightMatrix0to1[0][4] = 0.810918339487138;
   fWeightMatrix0to1[1][4] = 0.549860050611893;
   fWeightMatrix0to1[2][4] = 0.444189996314643;
   fWeightMatrix0to1[3][4] = 0.0595592117388119;
   fWeightMatrix0to1[4][4] = 0.868072388518079;
   fWeightMatrix0to1[5][4] = 0.768280496733373;
   fWeightMatrix0to1[6][4] = -3.70886077735265;
   fWeightMatrix0to1[7][4] = 0.541262351228893;
   fWeightMatrix0to1[8][4] = -0.0622686912204164;
   fWeightMatrix0to1[9][4] = 0.0119225257459923;
   fWeightMatrix0to1[10][4] = -0.209549477327674;
   fWeightMatrix0to1[11][4] = 0.594639340384749;
   fWeightMatrix0to1[12][4] = -3.47144253011408;
   fWeightMatrix0to1[13][4] = 0.0854701098227598;
   fWeightMatrix0to1[14][4] = 0.304965603344587;
   fWeightMatrix0to1[15][4] = -0.108631465878996;
   fWeightMatrix0to1[16][4] = 0.580208161134021;
   fWeightMatrix0to1[17][4] = 1.1580243079329;
   fWeightMatrix0to1[18][4] = 0.263318910557667;
   fWeightMatrix0to1[19][4] = -1.58116819982615;
   fWeightMatrix0to1[20][4] = 0.603703004408762;
   fWeightMatrix0to1[21][4] = -13.8456038420515;
   fWeightMatrix0to1[22][4] = -0.226948991578899;
   fWeightMatrix0to1[23][4] = 1.16043254762009;
   fWeightMatrix0to1[24][4] = -0.174595643425683;
   fWeightMatrix0to1[25][4] = -1.20138134739936;
   fWeightMatrix0to1[26][4] = -0.426195692123073;
   fWeightMatrix0to1[27][4] = -0.0455226152499838;
   fWeightMatrix0to1[28][4] = -0.373133039122306;
   fWeightMatrix0to1[29][4] = -0.147111458662728;
   fWeightMatrix0to1[30][4] = 0.916024711378127;
   fWeightMatrix0to1[31][4] = -0.0386337828659992;
   fWeightMatrix0to1[32][4] = 12.5205988328411;
   fWeightMatrix0to1[33][4] = -0.0226014736251546;
   fWeightMatrix0to1[34][4] = 0.601252280667585;
   fWeightMatrix0to1[35][4] = -10.5503554539867;
   fWeightMatrix0to1[36][4] = -5.96247621343129;
   fWeightMatrix0to1[37][4] = 3.02159737630487;
   fWeightMatrix0to1[38][4] = 0.00418058700206525;
   fWeightMatrix0to1[39][4] = 1.59256398988762;
   fWeightMatrix0to1[0][5] = -4.06081315562556;
   fWeightMatrix0to1[1][5] = 0.776328286872462;
   fWeightMatrix0to1[2][5] = -15.7810886838787;
   fWeightMatrix0to1[3][5] = -9.72717094676941;
   fWeightMatrix0to1[4][5] = 3.54833906812353;
   fWeightMatrix0to1[5][5] = 1.29283794943761;
   fWeightMatrix0to1[6][5] = -1.36700326349039;
   fWeightMatrix0to1[7][5] = -0.217992313620068;
   fWeightMatrix0to1[8][5] = 15.0809075861179;
   fWeightMatrix0to1[9][5] = 4.44260130580589;
   fWeightMatrix0to1[10][5] = 0.429897436774031;
   fWeightMatrix0to1[11][5] = -1.74270326513677;
   fWeightMatrix0to1[12][5] = -5.60361254049033;
   fWeightMatrix0to1[13][5] = -2.52023979069184;
   fWeightMatrix0to1[14][5] = 2.44599877362084;
   fWeightMatrix0to1[15][5] = 15.7836965494796;
   fWeightMatrix0to1[16][5] = 0.786650069954518;
   fWeightMatrix0to1[17][5] = 0.40265305829884;
   fWeightMatrix0to1[18][5] = 0.197617483677339;
   fWeightMatrix0to1[19][5] = -2.20162636448329;
   fWeightMatrix0to1[20][5] = -14.0361245855674;
   fWeightMatrix0to1[21][5] = 7.92297859668553;
   fWeightMatrix0to1[22][5] = -2.26962613810127;
   fWeightMatrix0to1[23][5] = 3.67115642936795;
   fWeightMatrix0to1[24][5] = 1.18368271210482;
   fWeightMatrix0to1[25][5] = -1.45560692656388;
   fWeightMatrix0to1[26][5] = 1.11453519673528;
   fWeightMatrix0to1[27][5] = -0.343226510833748;
   fWeightMatrix0to1[28][5] = -2.29489654618786;
   fWeightMatrix0to1[29][5] = -0.636531284297993;
   fWeightMatrix0to1[30][5] = 5.90310835151487;
   fWeightMatrix0to1[31][5] = 0.0166087993324004;
   fWeightMatrix0to1[32][5] = 3.82724899131381;
   fWeightMatrix0to1[33][5] = -0.870206144598594;
   fWeightMatrix0to1[34][5] = 14.2449718405364;
   fWeightMatrix0to1[35][5] = -0.906280538315975;
   fWeightMatrix0to1[36][5] = 0.442249687653384;
   fWeightMatrix0to1[37][5] = 6.29590232461872;
   fWeightMatrix0to1[38][5] = -0.222644398394005;
   fWeightMatrix0to1[39][5] = 0.0516708865756643;
   fWeightMatrix0to1[0][6] = -1.89719818402527;
   fWeightMatrix0to1[1][6] = 1.24008010010946;
   fWeightMatrix0to1[2][6] = -0.297326092929298;
   fWeightMatrix0to1[3][6] = 1.17173128609629;
   fWeightMatrix0to1[4][6] = -0.649132835676445;
   fWeightMatrix0to1[5][6] = -0.898222574582646;
   fWeightMatrix0to1[6][6] = -2.19648842440301;
   fWeightMatrix0to1[7][6] = -0.891123833938687;
   fWeightMatrix0to1[8][6] = 0.460334611737437;
   fWeightMatrix0to1[9][6] = 0.772350810083328;
   fWeightMatrix0to1[10][6] = -0.339365547361551;
   fWeightMatrix0to1[11][6] = 0.203575884219671;
   fWeightMatrix0to1[12][6] = 0.33012384868251;
   fWeightMatrix0to1[13][6] = 0.807827068744104;
   fWeightMatrix0to1[14][6] = -0.222510303088244;
   fWeightMatrix0to1[15][6] = -1.07720087400853;
   fWeightMatrix0to1[16][6] = -1.46937593717827;
   fWeightMatrix0to1[17][6] = -0.199334165442331;
   fWeightMatrix0to1[18][6] = 1.26007411477482;
   fWeightMatrix0to1[19][6] = 0.0017421614016369;
   fWeightMatrix0to1[20][6] = 1.98806695786001;
   fWeightMatrix0to1[21][6] = 2.35974494999753;
   fWeightMatrix0to1[22][6] = 0.342794881485957;
   fWeightMatrix0to1[23][6] = 0.849511659353456;
   fWeightMatrix0to1[24][6] = -1.61048364067994;
   fWeightMatrix0to1[25][6] = -0.440449750821403;
   fWeightMatrix0to1[26][6] = 0.159590051410537;
   fWeightMatrix0to1[27][6] = -0.132980949266556;
   fWeightMatrix0to1[28][6] = -0.271160747321204;
   fWeightMatrix0to1[29][6] = -0.00651409289415577;
   fWeightMatrix0to1[30][6] = 0.703518864101572;
   fWeightMatrix0to1[31][6] = 0.590159877787665;
   fWeightMatrix0to1[32][6] = 0.797109896250198;
   fWeightMatrix0to1[33][6] = 1.92747954542633;
   fWeightMatrix0to1[34][6] = 0.771356685211099;
   fWeightMatrix0to1[35][6] = -2.78659321837504;
   fWeightMatrix0to1[36][6] = -0.354567591280219;
   fWeightMatrix0to1[37][6] = 4.32607549916008;
   fWeightMatrix0to1[38][6] = -0.342056890015485;
   fWeightMatrix0to1[39][6] = 1.29150487282659;
   fWeightMatrix0to1[0][7] = 11.635624748591;
   fWeightMatrix0to1[1][7] = -0.714538767558775;
   fWeightMatrix0to1[2][7] = 7.9546843158511;
   fWeightMatrix0to1[3][7] = -2.76919935622683;
   fWeightMatrix0to1[4][7] = -1.92051600090365;
   fWeightMatrix0to1[5][7] = -2.60863984800551;
   fWeightMatrix0to1[6][7] = 1.32025145198889;
   fWeightMatrix0to1[7][7] = 3.07894836614627;
   fWeightMatrix0to1[8][7] = -1.51591860071988;
   fWeightMatrix0to1[9][7] = 0.783676234198526;
   fWeightMatrix0to1[10][7] = -0.557833046405863;
   fWeightMatrix0to1[11][7] = 0.409570608536372;
   fWeightMatrix0to1[12][7] = 0.197780282512677;
   fWeightMatrix0to1[13][7] = -1.06791607588172;
   fWeightMatrix0to1[14][7] = -0.0268450354541329;
   fWeightMatrix0to1[15][7] = 5.90387025723185;
   fWeightMatrix0to1[16][7] = 0.100105108619796;
   fWeightMatrix0to1[17][7] = -2.61280243776731;
   fWeightMatrix0to1[18][7] = -2.27835107338761;
   fWeightMatrix0to1[19][7] = -1.35460997053157;
   fWeightMatrix0to1[20][7] = -6.30946289513757;
   fWeightMatrix0to1[21][7] = -8.39199373974339;
   fWeightMatrix0to1[22][7] = 1.30789947474869;
   fWeightMatrix0to1[23][7] = 0.0806369042105718;
   fWeightMatrix0to1[24][7] = 3.32330196571841;
   fWeightMatrix0to1[25][7] = -0.575238444910868;
   fWeightMatrix0to1[26][7] = -1.58686831062769;
   fWeightMatrix0to1[27][7] = -5.68819114675561;
   fWeightMatrix0to1[28][7] = 1.39292191505983;
   fWeightMatrix0to1[29][7] = -0.259481041830879;
   fWeightMatrix0to1[30][7] = -1.03532820672993;
   fWeightMatrix0to1[31][7] = -5.66650064212723;
   fWeightMatrix0to1[32][7] = -1.82781598925289;
   fWeightMatrix0to1[33][7] = 3.6767798703982;
   fWeightMatrix0to1[34][7] = -2.34906900675792;
   fWeightMatrix0to1[35][7] = 8.06206258040644;
   fWeightMatrix0to1[36][7] = 1.25894408363926;
   fWeightMatrix0to1[37][7] = -5.48022261427564;
   fWeightMatrix0to1[38][7] = 0.666239977575188;
   fWeightMatrix0to1[39][7] = -4.83012312638913;
   fWeightMatrix0to1[0][8] = -0.807173535519461;
   fWeightMatrix0to1[1][8] = -0.372391242044725;
   fWeightMatrix0to1[2][8] = -0.166601424640935;
   fWeightMatrix0to1[3][8] = -0.551107650738147;
   fWeightMatrix0to1[4][8] = 0.527299332109211;
   fWeightMatrix0to1[5][8] = 0.0596075674812668;
   fWeightMatrix0to1[6][8] = 6.01193612229248;
   fWeightMatrix0to1[7][8] = 0.157928172630365;
   fWeightMatrix0to1[8][8] = 0.00444736270106101;
   fWeightMatrix0to1[9][8] = -0.194812946145501;
   fWeightMatrix0to1[10][8] = 0.103206284434257;
   fWeightMatrix0to1[11][8] = 1.98574556456475;
   fWeightMatrix0to1[12][8] = -3.18395684784446;
   fWeightMatrix0to1[13][8] = 0.286213823433423;
   fWeightMatrix0to1[14][8] = -1.61243087859827;
   fWeightMatrix0to1[15][8] = 9.26093259525449;
   fWeightMatrix0to1[16][8] = 0.557738511520168;
   fWeightMatrix0to1[17][8] = 0.130519849991761;
   fWeightMatrix0to1[18][8] = 0.190429433655707;
   fWeightMatrix0to1[19][8] = 0.338909172983901;
   fWeightMatrix0to1[20][8] = -0.112079043975381;
   fWeightMatrix0to1[21][8] = -0.0186106993048663;
   fWeightMatrix0to1[22][8] = 1.14799041984111;
   fWeightMatrix0to1[23][8] = -1.14318548777422;
   fWeightMatrix0to1[24][8] = 0.350109681400837;
   fWeightMatrix0to1[25][8] = -6.67248948923247;
   fWeightMatrix0to1[26][8] = 0.00091758294323952;
   fWeightMatrix0to1[27][8] = 0.141418403393677;
   fWeightMatrix0to1[28][8] = 0.00966915339872297;
   fWeightMatrix0to1[29][8] = -0.115791684407763;
   fWeightMatrix0to1[30][8] = 3.39953776933726;
   fWeightMatrix0to1[31][8] = 3.68700633831132;
   fWeightMatrix0to1[32][8] = 0.0427083502771933;
   fWeightMatrix0to1[33][8] = 0.522468585911443;
   fWeightMatrix0to1[34][8] = -1.35258508416579;
   fWeightMatrix0to1[35][8] = -0.238808719039282;
   fWeightMatrix0to1[36][8] = -1.17149249493166;
   fWeightMatrix0to1[37][8] = 6.52864582576034;
   fWeightMatrix0to1[38][8] = -0.133882450523803;
   fWeightMatrix0to1[39][8] = -2.50007517621825;
   fWeightMatrix0to1[0][9] = -0.576854240209316;
   fWeightMatrix0to1[1][9] = -2.27288378096212;
   fWeightMatrix0to1[2][9] = -0.0358521247364086;
   fWeightMatrix0to1[3][9] = 0.0390099824191342;
   fWeightMatrix0to1[4][9] = 1.03062901578098;
   fWeightMatrix0to1[5][9] = -1.72657214177559;
   fWeightMatrix0to1[6][9] = -1.60657061487442;
   fWeightMatrix0to1[7][9] = 0.135514682905779;
   fWeightMatrix0to1[8][9] = 0.0286342076905733;
   fWeightMatrix0to1[9][9] = 0.380720970213333;
   fWeightMatrix0to1[10][9] = 0.0615718221767711;
   fWeightMatrix0to1[11][9] = -4.60912213405946;
   fWeightMatrix0to1[12][9] = -1.08598466571504;
   fWeightMatrix0to1[13][9] = 2.43776465527938;
   fWeightMatrix0to1[14][9] = -0.277964283743843;
   fWeightMatrix0to1[15][9] = 0.283265027758864;
   fWeightMatrix0to1[16][9] = 0.66625190673725;
   fWeightMatrix0to1[17][9] = 0.939360016182879;
   fWeightMatrix0to1[18][9] = -0.5448216251461;
   fWeightMatrix0to1[19][9] = -0.0892537103037288;
   fWeightMatrix0to1[20][9] = -0.0124396056134173;
   fWeightMatrix0to1[21][9] = 0.287848969327699;
   fWeightMatrix0to1[22][9] = -2.31254588385217;
   fWeightMatrix0to1[23][9] = -0.830820574737759;
   fWeightMatrix0to1[24][9] = 0.0733245047517196;
   fWeightMatrix0to1[25][9] = 0.243352585010196;
   fWeightMatrix0to1[26][9] = 0.438466450912874;
   fWeightMatrix0to1[27][9] = 0.00240522396992975;
   fWeightMatrix0to1[28][9] = 0.00962223843776716;
   fWeightMatrix0to1[29][9] = -0.285338754076346;
   fWeightMatrix0to1[30][9] = -0.134021810204624;
   fWeightMatrix0to1[31][9] = -1.52183834416519;
   fWeightMatrix0to1[32][9] = 0.115573999174465;
   fWeightMatrix0to1[33][9] = 0.868787851562964;
   fWeightMatrix0to1[34][9] = -8.6237969735075;
   fWeightMatrix0to1[35][9] = 0.103334911134929;
   fWeightMatrix0to1[36][9] = -0.523098974891896;
   fWeightMatrix0to1[37][9] = 6.72690260163106;
   fWeightMatrix0to1[38][9] = 1.50881468963324;
   fWeightMatrix0to1[39][9] = 0.145897842894501;
   fWeightMatrix0to1[0][10] = -0.0926851821191616;
   fWeightMatrix0to1[1][10] = -0.516955629946817;
   fWeightMatrix0to1[2][10] = 0.081372382729906;
   fWeightMatrix0to1[3][10] = -0.208384406223972;
   fWeightMatrix0to1[4][10] = 1.91602328623734;
   fWeightMatrix0to1[5][10] = -0.771636219692388;
   fWeightMatrix0to1[6][10] = 0.0605929414735538;
   fWeightMatrix0to1[7][10] = -0.25677787633822;
   fWeightMatrix0to1[8][10] = -0.0226855084204351;
   fWeightMatrix0to1[9][10] = -0.576548697211959;
   fWeightMatrix0to1[10][10] = -0.0469653833316591;
   fWeightMatrix0to1[11][10] = 2.41612025729952;
   fWeightMatrix0to1[12][10] = 1.5926823682723;
   fWeightMatrix0to1[13][10] = 3.71151754351191;
   fWeightMatrix0to1[14][10] = 0.609626954522283;
   fWeightMatrix0to1[15][10] = -0.381368765105945;
   fWeightMatrix0to1[16][10] = 1.69151554543618;
   fWeightMatrix0to1[17][10] = -0.488948785053317;
   fWeightMatrix0to1[18][10] = 0.218761191893544;
   fWeightMatrix0to1[19][10] = -0.139078478204874;
   fWeightMatrix0to1[20][10] = -0.0566054622482451;
   fWeightMatrix0to1[21][10] = 0.0463126986722159;
   fWeightMatrix0to1[22][10] = -0.168122305143042;
   fWeightMatrix0to1[23][10] = 0.0496249996267233;
   fWeightMatrix0to1[24][10] = -1.43051569265203;
   fWeightMatrix0to1[25][10] = 0.784789550986586;
   fWeightMatrix0to1[26][10] = 0.464836876885996;
   fWeightMatrix0to1[27][10] = -2.99904033915017;
   fWeightMatrix0to1[28][10] = -0.187522483230877;
   fWeightMatrix0to1[29][10] = -0.391587020236448;
   fWeightMatrix0to1[30][10] = -0.121531992149999;
   fWeightMatrix0to1[31][10] = -4.02197365848477;
   fWeightMatrix0to1[32][10] = 0.0150152100373381;
   fWeightMatrix0to1[33][10] = -0.127071825232315;
   fWeightMatrix0to1[34][10] = 3.48179695154098;
   fWeightMatrix0to1[35][10] = 0.24124381649175;
   fWeightMatrix0to1[36][10] = -0.0190631600997311;
   fWeightMatrix0to1[37][10] = -0.493770601359931;
   fWeightMatrix0to1[38][10] = 0.0877778842418322;
   fWeightMatrix0to1[39][10] = -0.521542136091068;
   fWeightMatrix0to1[0][11] = 4.05481043112995;
   fWeightMatrix0to1[1][11] = -1.85446926978286;
   fWeightMatrix0to1[2][11] = -17.0301767340066;
   fWeightMatrix0to1[3][11] = -8.44003620515367;
   fWeightMatrix0to1[4][11] = -1.34028737018519;
   fWeightMatrix0to1[5][11] = 2.53361462142563;
   fWeightMatrix0to1[6][11] = 2.50679594887742;
   fWeightMatrix0to1[7][11] = 5.21570773923056;
   fWeightMatrix0to1[8][11] = -3.87046225540191;
   fWeightMatrix0to1[9][11] = 2.97823534109986;
   fWeightMatrix0to1[10][11] = 1.2086801324199;
   fWeightMatrix0to1[11][11] = -3.27040154108221;
   fWeightMatrix0to1[12][11] = 1.97733209456229;
   fWeightMatrix0to1[13][11] = 0.050937305000384;
   fWeightMatrix0to1[14][11] = 0.779428896894105;
   fWeightMatrix0to1[15][11] = 14.589301283209;
   fWeightMatrix0to1[16][11] = 1.95992253934939;
   fWeightMatrix0to1[17][11] = -3.54436893064865;
   fWeightMatrix0to1[18][11] = -1.69288748584658;
   fWeightMatrix0to1[19][11] = 2.49261497139477;
   fWeightMatrix0to1[20][11] = -14.5740740615531;
   fWeightMatrix0to1[21][11] = 0.774938345859759;
   fWeightMatrix0to1[22][11] = -0.422371976759869;
   fWeightMatrix0to1[23][11] = 2.01166692054879;
   fWeightMatrix0to1[24][11] = -8.05526977882094;
   fWeightMatrix0to1[25][11] = 1.84795151644561;
   fWeightMatrix0to1[26][11] = 0.0273526578345285;
   fWeightMatrix0to1[27][11] = -0.707662253745157;
   fWeightMatrix0to1[28][11] = 2.43235317337609;
   fWeightMatrix0to1[29][11] = 0.888966245647387;
   fWeightMatrix0to1[30][11] = -3.93213544631318;
   fWeightMatrix0to1[31][11] = 0.0195090184473832;
   fWeightMatrix0to1[32][11] = 1.67899033562339;
   fWeightMatrix0to1[33][11] = 2.46446361006074;
   fWeightMatrix0to1[34][11] = 0.237094353031033;
   fWeightMatrix0to1[35][11] = 7.13204714322025;
   fWeightMatrix0to1[36][11] = -0.97017529769245;
   fWeightMatrix0to1[37][11] = 4.55964471584686;
   fWeightMatrix0to1[38][11] = 1.86853382641094;
   fWeightMatrix0to1[39][11] = 3.61652926495839;
   fWeightMatrix0to1[0][12] = 0.429820066074435;
   fWeightMatrix0to1[1][12] = 0.0371171633066903;
   fWeightMatrix0to1[2][12] = 0.236620088554699;
   fWeightMatrix0to1[3][12] = 0.565501106980413;
   fWeightMatrix0to1[4][12] = 0.471064982590972;
   fWeightMatrix0to1[5][12] = 1.08575407394837;
   fWeightMatrix0to1[6][12] = -0.0947994767425418;
   fWeightMatrix0to1[7][12] = 0.526127430652202;
   fWeightMatrix0to1[8][12] = 0.0241435828178938;
   fWeightMatrix0to1[9][12] = -0.617490807670585;
   fWeightMatrix0to1[10][12] = 0.525660293547773;
   fWeightMatrix0to1[11][12] = -2.19681006833656;
   fWeightMatrix0to1[12][12] = -1.50972691310788;
   fWeightMatrix0to1[13][12] = -0.575076609328175;
   fWeightMatrix0to1[14][12] = 0.580751914812398;
   fWeightMatrix0to1[15][12] = -9.32351751872546;
   fWeightMatrix0to1[16][12] = 0.844612516961258;
   fWeightMatrix0to1[17][12] = -0.190776181919821;
   fWeightMatrix0to1[18][12] = -0.294937004504785;
   fWeightMatrix0to1[19][12] = -0.46925189626665;
   fWeightMatrix0to1[20][12] = -16.1888903539243;
   fWeightMatrix0to1[21][12] = -0.0842228355834439;
   fWeightMatrix0to1[22][12] = -1.28362987464235;
   fWeightMatrix0to1[23][12] = 0.991989489544335;
   fWeightMatrix0to1[24][12] = -0.0522557362082822;
   fWeightMatrix0to1[25][12] = -0.28343761333607;
   fWeightMatrix0to1[26][12] = 0.315585649537374;
   fWeightMatrix0to1[27][12] = 0.0160741509290235;
   fWeightMatrix0to1[28][12] = -0.099794537501918;
   fWeightMatrix0to1[29][12] = -0.276074605591862;
   fWeightMatrix0to1[30][12] = -1.26438005679462;
   fWeightMatrix0to1[31][12] = -3.12302470615219;
   fWeightMatrix0to1[32][12] = 0.224465057887009;
   fWeightMatrix0to1[33][12] = -0.394716573424543;
   fWeightMatrix0to1[34][12] = 1.1017193080046;
   fWeightMatrix0to1[35][12] = 0.173738918898385;
   fWeightMatrix0to1[36][12] = 0.405672701978052;
   fWeightMatrix0to1[37][12] = 6.42176151466569;
   fWeightMatrix0to1[38][12] = 0.0581929141348729;
   fWeightMatrix0to1[39][12] = 2.64551776269235;
   fWeightMatrix0to1[0][13] = 0.927069839383074;
   fWeightMatrix0to1[1][13] = -3.91347099784551;
   fWeightMatrix0to1[2][13] = 8.16496393158799;
   fWeightMatrix0to1[3][13] = -2.23825015087545;
   fWeightMatrix0to1[4][13] = 1.15677692553948;
   fWeightMatrix0to1[5][13] = -2.31249575900791;
   fWeightMatrix0to1[6][13] = 0.625761032106219;
   fWeightMatrix0to1[7][13] = 4.38333180746628;
   fWeightMatrix0to1[8][13] = 7.10586430221025;
   fWeightMatrix0to1[9][13] = -2.93144960676722;
   fWeightMatrix0to1[10][13] = -0.764783956038378;
   fWeightMatrix0to1[11][13] = -2.59372342357125;
   fWeightMatrix0to1[12][13] = 2.43435316807985;
   fWeightMatrix0to1[13][13] = -1.06388364893955;
   fWeightMatrix0to1[14][13] = 0.0567329051464924;
   fWeightMatrix0to1[15][13] = 28.89418549311;
   fWeightMatrix0to1[16][13] = 0.0462804530226935;
   fWeightMatrix0to1[17][13] = 2.45813010684738;
   fWeightMatrix0to1[18][13] = 14.5299566392137;
   fWeightMatrix0to1[19][13] = -1.7517737600384;
   fWeightMatrix0to1[20][13] = 2.74432791592108;
   fWeightMatrix0to1[21][13] = -1.16822992376173;
   fWeightMatrix0to1[22][13] = -1.59304593429873;
   fWeightMatrix0to1[23][13] = -0.909119340138636;
   fWeightMatrix0to1[24][13] = -4.74564813489171;
   fWeightMatrix0to1[25][13] = 2.87242482307586;
   fWeightMatrix0to1[26][13] = 0.318265721677967;
   fWeightMatrix0to1[27][13] = -2.3662475449252;
   fWeightMatrix0to1[28][13] = -0.0496979784258492;
   fWeightMatrix0to1[29][13] = -1.00151712187245;
   fWeightMatrix0to1[30][13] = 10.1544428844171;
   fWeightMatrix0to1[31][13] = 2.67809402764461;
   fWeightMatrix0to1[32][13] = 3.21034053625277;
   fWeightMatrix0to1[33][13] = 0.618219699692766;
   fWeightMatrix0to1[34][13] = 2.34271524857054;
   fWeightMatrix0to1[35][13] = -5.2711304412095;
   fWeightMatrix0to1[36][13] = -2.47460514764929;
   fWeightMatrix0to1[37][13] = -7.07623555589988;
   fWeightMatrix0to1[38][13] = 2.37361891752408;
   fWeightMatrix0to1[39][13] = 1.30176029896583;
   fWeightMatrix0to1[0][14] = -2.22969627564166;
   fWeightMatrix0to1[1][14] = 3.33473347416679;
   fWeightMatrix0to1[2][14] = 41.1947043389887;
   fWeightMatrix0to1[3][14] = 12.8217447639675;
   fWeightMatrix0to1[4][14] = 0.783818875847807;
   fWeightMatrix0to1[5][14] = -0.546093466475499;
   fWeightMatrix0to1[6][14] = -1.71430781197733;
   fWeightMatrix0to1[7][14] = -10.8861486674062;
   fWeightMatrix0to1[8][14] = -9.15184775817845;
   fWeightMatrix0to1[9][14] = -13.159859472652;
   fWeightMatrix0to1[10][14] = 2.63300231631017;
   fWeightMatrix0to1[11][14] = 6.6127044695256;
   fWeightMatrix0to1[12][14] = 6.69323092680282;
   fWeightMatrix0to1[13][14] = 3.23729746857352;
   fWeightMatrix0to1[14][14] = 3.84472691553083;
   fWeightMatrix0to1[15][14] = -84.8807407604154;
   fWeightMatrix0to1[16][14] = 0.806532485497387;
   fWeightMatrix0to1[17][14] = -10.3226888260012;
   fWeightMatrix0to1[18][14] = 21.5585249512413;
   fWeightMatrix0to1[19][14] = -2.57308809802504;
   fWeightMatrix0to1[20][14] = 83.7796668549278;
   fWeightMatrix0to1[21][14] = -3.58758785952048;
   fWeightMatrix0to1[22][14] = 4.49220925139109;
   fWeightMatrix0to1[23][14] = -12.3240707167643;
   fWeightMatrix0to1[24][14] = 22.2717580428251;
   fWeightMatrix0to1[25][14] = -0.223303220393762;
   fWeightMatrix0to1[26][14] = -0.748681554320949;
   fWeightMatrix0to1[27][14] = -2.14568920024405;
   fWeightMatrix0to1[28][14] = -4.90290195652405;
   fWeightMatrix0to1[29][14] = 0.385826090409503;
   fWeightMatrix0to1[30][14] = 3.77900427649808;
   fWeightMatrix0to1[31][14] = -5.31106347408869;
   fWeightMatrix0to1[32][14] = -11.123602513344;
   fWeightMatrix0to1[33][14] = 0.405262425937488;
   fWeightMatrix0to1[34][14] = 3.87729400532417;
   fWeightMatrix0to1[35][14] = -27.1531826232902;
   fWeightMatrix0to1[36][14] = 8.72323651811632;
   fWeightMatrix0to1[37][14] = -24.8667407876668;
   fWeightMatrix0to1[38][14] = -5.90574579080141;
   fWeightMatrix0to1[39][14] = 1.87068105109721;
   fWeightMatrix0to1[0][15] = 0.304032899183166;
   fWeightMatrix0to1[1][15] = 2.34858458229996;
   fWeightMatrix0to1[2][15] = 10.0397956723558;
   fWeightMatrix0to1[3][15] = -3.83521198544959;
   fWeightMatrix0to1[4][15] = 0.893781957037402;
   fWeightMatrix0to1[5][15] = 0.621153711737052;
   fWeightMatrix0to1[6][15] = 0.47955460798462;
   fWeightMatrix0to1[7][15] = -1.8842185516513;
   fWeightMatrix0to1[8][15] = 1.48463954011242;
   fWeightMatrix0to1[9][15] = 0.41206700656812;
   fWeightMatrix0to1[10][15] = -0.143653910154343;
   fWeightMatrix0to1[11][15] = 1.74115483626562;
   fWeightMatrix0to1[12][15] = -2.38445692131002;
   fWeightMatrix0to1[13][15] = -2.48667295070664;
   fWeightMatrix0to1[14][15] = -2.39776876018316;
   fWeightMatrix0to1[15][15] = 0.45648633689262;
   fWeightMatrix0to1[16][15] = 0.907919024280808;
   fWeightMatrix0to1[17][15] = 6.31682595460537;
   fWeightMatrix0to1[18][15] = -8.9027818328941;
   fWeightMatrix0to1[19][15] = -0.538581499838879;
   fWeightMatrix0to1[20][15] = -10.5911270095815;
   fWeightMatrix0to1[21][15] = 0.175964139043923;
   fWeightMatrix0to1[22][15] = 2.48230932344632;
   fWeightMatrix0to1[23][15] = -0.0899168986825229;
   fWeightMatrix0to1[24][15] = -2.9878007854585;
   fWeightMatrix0to1[25][15] = -1.78220502942066;
   fWeightMatrix0to1[26][15] = -0.432982782276469;
   fWeightMatrix0to1[27][15] = -1.88538701673007;
   fWeightMatrix0to1[28][15] = 0.672484365512239;
   fWeightMatrix0to1[29][15] = -0.683720276862299;
   fWeightMatrix0to1[30][15] = -4.24460369390626;
   fWeightMatrix0to1[31][15] = 2.16550375318342;
   fWeightMatrix0to1[32][15] = 2.18929379170287;
   fWeightMatrix0to1[33][15] = -2.66493199731024;
   fWeightMatrix0to1[34][15] = 3.23484929245126;
   fWeightMatrix0to1[35][15] = 2.84012165999184;
   fWeightMatrix0to1[36][15] = -3.8361938840475;
   fWeightMatrix0to1[37][15] = 2.75475652874094;
   fWeightMatrix0to1[38][15] = 1.08978043483772;
   fWeightMatrix0to1[39][15] = -3.49217299272479;
   fWeightMatrix0to1[0][16] = -0.939114856849217;
   fWeightMatrix0to1[1][16] = 1.53324455927584;
   fWeightMatrix0to1[2][16] = 17.8805289596695;
   fWeightMatrix0to1[3][16] = 4.91207968690247;
   fWeightMatrix0to1[4][16] = -0.924996467542478;
   fWeightMatrix0to1[5][16] = 1.75838981888723;
   fWeightMatrix0to1[6][16] = -1.54876249719113;
   fWeightMatrix0to1[7][16] = -5.66554740782493;
   fWeightMatrix0to1[8][16] = -19.4659500727339;
   fWeightMatrix0to1[9][16] = -3.32949107219182;
   fWeightMatrix0to1[10][16] = -0.122441937127903;
   fWeightMatrix0to1[11][16] = 2.02638933429709;
   fWeightMatrix0to1[12][16] = 1.16419360323154;
   fWeightMatrix0to1[13][16] = -0.201734148573883;
   fWeightMatrix0to1[14][16] = -0.538530047412016;
   fWeightMatrix0to1[15][16] = -17.0571693127152;
   fWeightMatrix0to1[16][16] = 0.720880886412634;
   fWeightMatrix0to1[17][16] = -5.15096745669452;
   fWeightMatrix0to1[18][16] = -5.47920093368134;
   fWeightMatrix0to1[19][16] = 0.766049735282649;
   fWeightMatrix0to1[20][16] = -1.56414638412675;
   fWeightMatrix0to1[21][16] = 0.871760350999573;
   fWeightMatrix0to1[22][16] = 2.38595744168597;
   fWeightMatrix0to1[23][16] = -6.24819017535125;
   fWeightMatrix0to1[24][16] = -0.609314900348015;
   fWeightMatrix0to1[25][16] = -1.62852373906555;
   fWeightMatrix0to1[26][16] = 0.82613835422645;
   fWeightMatrix0to1[27][16] = 2.60542376220634;
   fWeightMatrix0to1[28][16] = 3.90623211773518;
   fWeightMatrix0to1[29][16] = 0.262036941585805;
   fWeightMatrix0to1[30][16] = -6.85524614186642;
   fWeightMatrix0to1[31][16] = 1.69656943519292;
   fWeightMatrix0to1[32][16] = -5.58621956442818;
   fWeightMatrix0to1[33][16] = -2.14537563674806;
   fWeightMatrix0to1[34][16] = -12.7383572480341;
   fWeightMatrix0to1[35][16] = -9.26936610056168;
   fWeightMatrix0to1[36][16] = 2.84438529317409;
   fWeightMatrix0to1[37][16] = -9.90863742831926;
   fWeightMatrix0to1[38][16] = -2.67656549294626;
   fWeightMatrix0to1[39][16] = -6.02294031917863;
   fWeightMatrix0to1[0][17] = -1.38684373820906;
   fWeightMatrix0to1[1][17] = 1.40402283497591;
   fWeightMatrix0to1[2][17] = -10.3129218689809;
   fWeightMatrix0to1[3][17] = -2.7627236566558;
   fWeightMatrix0to1[4][17] = 1.4454243551306;
   fWeightMatrix0to1[5][17] = -1.21509482270124;
   fWeightMatrix0to1[6][17] = 3.59471705632492;
   fWeightMatrix0to1[7][17] = -0.180606012693669;
   fWeightMatrix0to1[8][17] = 13.2958369511245;
   fWeightMatrix0to1[9][17] = -0.90658331785951;
   fWeightMatrix0to1[10][17] = 0.827949245879836;
   fWeightMatrix0to1[11][17] = 0.432548484114236;
   fWeightMatrix0to1[12][17] = -4.06362037408587;
   fWeightMatrix0to1[13][17] = -2.31302598190513;
   fWeightMatrix0to1[14][17] = -1.01138650854523;
   fWeightMatrix0to1[15][17] = 9.33244605688628;
   fWeightMatrix0to1[16][17] = 1.74475848538922;
   fWeightMatrix0to1[17][17] = 9.22024187586841;
   fWeightMatrix0to1[18][17] = -0.200668456637925;
   fWeightMatrix0to1[19][17] = 1.2083889310051;
   fWeightMatrix0to1[20][17] = -0.614962198822042;
   fWeightMatrix0to1[21][17] = 2.35969528864961;
   fWeightMatrix0to1[22][17] = 1.61002245685754;
   fWeightMatrix0to1[23][17] = -0.255362049715447;
   fWeightMatrix0to1[24][17] = -4.41292786317639;
   fWeightMatrix0to1[25][17] = -1.63426936118244;
   fWeightMatrix0to1[26][17] = 0.31058748111988;
   fWeightMatrix0to1[27][17] = -2.87800686688676;
   fWeightMatrix0to1[28][17] = 1.49317495273666;
   fWeightMatrix0to1[29][17] = 0.090682153088657;
   fWeightMatrix0to1[30][17] = -0.0847877203420923;
   fWeightMatrix0to1[31][17] = 3.31418640937826;
   fWeightMatrix0to1[32][17] = 2.99278508405164;
   fWeightMatrix0to1[33][17] = 0.139471005190893;
   fWeightMatrix0to1[34][17] = 12.3542156460203;
   fWeightMatrix0to1[35][17] = 2.20343029007585;
   fWeightMatrix0to1[36][17] = -3.50995511030295;
   fWeightMatrix0to1[37][17] = 6.01631131194027;
   fWeightMatrix0to1[38][17] = 2.13477862625211;
   fWeightMatrix0to1[39][17] = -1.63683506188657;
   fWeightMatrix0to1[0][18] = -0.813519675705622;
   fWeightMatrix0to1[1][18] = 1.3706632580495;
   fWeightMatrix0to1[2][18] = -0.661047191529079;
   fWeightMatrix0to1[3][18] = 1.26610305870402;
   fWeightMatrix0to1[4][18] = 1.7422264879959;
   fWeightMatrix0to1[5][18] = -2.84086773916421;
   fWeightMatrix0to1[6][18] = 4.58766736195245;
   fWeightMatrix0to1[7][18] = -1.42937912616004;
   fWeightMatrix0to1[8][18] = 12.3287794095369;
   fWeightMatrix0to1[9][18] = 0.871668331606697;
   fWeightMatrix0to1[10][18] = -0.231221917489669;
   fWeightMatrix0to1[11][18] = 2.35738516361243;
   fWeightMatrix0to1[12][18] = 6.12748965398934;
   fWeightMatrix0to1[13][18] = 4.01445987844392;
   fWeightMatrix0to1[14][18] = -0.321120111615211;
   fWeightMatrix0to1[15][18] = 1.20164361624271;
   fWeightMatrix0to1[16][18] = 0.369762861030284;
   fWeightMatrix0to1[17][18] = 1.20691876878078;
   fWeightMatrix0to1[18][18] = -0.0287237426363479;
   fWeightMatrix0to1[19][18] = 0.399583458791966;
   fWeightMatrix0to1[20][18] = -0.948238111351867;
   fWeightMatrix0to1[21][18] = -0.239945329623994;
   fWeightMatrix0to1[22][18] = -0.5582858249238;
   fWeightMatrix0to1[23][18] = 0.23646640306711;
   fWeightMatrix0to1[24][18] = -1.86559541371776;
   fWeightMatrix0to1[25][18] = 8.81361365592168;
   fWeightMatrix0to1[26][18] = -0.540292342448056;
   fWeightMatrix0to1[27][18] = 0.35463036706624;
   fWeightMatrix0to1[28][18] = 1.17025500756738;
   fWeightMatrix0to1[29][18] = -0.0756210081992301;
   fWeightMatrix0to1[30][18] = -2.39619277565696;
   fWeightMatrix0to1[31][18] = 1.45746346520718;
   fWeightMatrix0to1[32][18] = -0.202716426168537;
   fWeightMatrix0to1[33][18] = 1.5716204005133;
   fWeightMatrix0to1[34][18] = 2.81277635204358;
   fWeightMatrix0to1[35][18] = 0.188527464707848;
   fWeightMatrix0to1[36][18] = 0.863015588081464;
   fWeightMatrix0to1[37][18] = 0.422826552134178;
   fWeightMatrix0to1[38][18] = -0.232241057615975;
   fWeightMatrix0to1[39][18] = -0.665026276040222;
   fWeightMatrix0to1[0][19] = 3.64140351676138;
   fWeightMatrix0to1[1][19] = 0.140727503551464;
   fWeightMatrix0to1[2][19] = -1.89783567763317;
   fWeightMatrix0to1[3][19] = -0.14424186851601;
   fWeightMatrix0to1[4][19] = 1.63957651526965;
   fWeightMatrix0to1[5][19] = -1.29446166047391;
   fWeightMatrix0to1[6][19] = -2.05895171325131;
   fWeightMatrix0to1[7][19] = 2.19567268772591;
   fWeightMatrix0to1[8][19] = 8.46015983746956;
   fWeightMatrix0to1[9][19] = -0.32141511086231;
   fWeightMatrix0to1[10][19] = -1.25308906405902;
   fWeightMatrix0to1[11][19] = -0.111246941001915;
   fWeightMatrix0to1[12][19] = -0.167167924414404;
   fWeightMatrix0to1[13][19] = 1.36999965388956;
   fWeightMatrix0to1[14][19] = 0.225990276939669;
   fWeightMatrix0to1[15][19] = -4.38919337509157;
   fWeightMatrix0to1[16][19] = -1.74196921808603;
   fWeightMatrix0to1[17][19] = 4.62088684801799;
   fWeightMatrix0to1[18][19] = 3.91152408860009;
   fWeightMatrix0to1[19][19] = -0.636081109943274;
   fWeightMatrix0to1[20][19] = 3.08467392311592;
   fWeightMatrix0to1[21][19] = 3.72078082746785;
   fWeightMatrix0to1[22][19] = 0.208183590223049;
   fWeightMatrix0to1[23][19] = 1.1559018129888;
   fWeightMatrix0to1[24][19] = -15.8966127850377;
   fWeightMatrix0to1[25][19] = -1.61182463011359;
   fWeightMatrix0to1[26][19] = -1.60243657041177;
   fWeightMatrix0to1[27][19] = 0.640759739008019;
   fWeightMatrix0to1[28][19] = -5.5219854496764;
   fWeightMatrix0to1[29][19] = -1.12028186867241;
   fWeightMatrix0to1[30][19] = 13.5007753757375;
   fWeightMatrix0to1[31][19] = -0.314334951857605;
   fWeightMatrix0to1[32][19] = 1.22348613416892;
   fWeightMatrix0to1[33][19] = 1.15636172359175;
   fWeightMatrix0to1[34][19] = 6.9632955709405;
   fWeightMatrix0to1[35][19] = 0.55723857641122;
   fWeightMatrix0to1[36][19] = 0.241204389693407;
   fWeightMatrix0to1[37][19] = -1.32547101919915;
   fWeightMatrix0to1[38][19] = 0.568944109335108;
   fWeightMatrix0to1[39][19] = 3.7750130101865;
   fWeightMatrix0to1[0][20] = -0.924385315325958;
   fWeightMatrix0to1[1][20] = 2.59630080303334;
   fWeightMatrix0to1[2][20] = -1.10206496140537;
   fWeightMatrix0to1[3][20] = -30.6838930734944;
   fWeightMatrix0to1[4][20] = -1.57880858335722;
   fWeightMatrix0to1[5][20] = -0.0571925650457834;
   fWeightMatrix0to1[6][20] = 1.73185398249792;
   fWeightMatrix0to1[7][20] = -1.03889251444375;
   fWeightMatrix0to1[8][20] = 0.109096670143992;
   fWeightMatrix0to1[9][20] = -0.308734985707367;
   fWeightMatrix0to1[10][20] = -0.0182191581292222;
   fWeightMatrix0to1[11][20] = -1.25103697414267;
   fWeightMatrix0to1[12][20] = 0.407181800966143;
   fWeightMatrix0to1[13][20] = 1.11380594738322;
   fWeightMatrix0to1[14][20] = -0.617096107486179;
   fWeightMatrix0to1[15][20] = -0.576919056727981;
   fWeightMatrix0to1[16][20] = -1.60130707909719;
   fWeightMatrix0to1[17][20] = 1.69291259156557;
   fWeightMatrix0to1[18][20] = -19.4729594060785;
   fWeightMatrix0to1[19][20] = -1.56109202781923;
   fWeightMatrix0to1[20][20] = -0.289804859884099;
   fWeightMatrix0to1[21][20] = 1.87262511047048;
   fWeightMatrix0to1[22][20] = -0.501696836206427;
   fWeightMatrix0to1[23][20] = -0.266740428984771;
   fWeightMatrix0to1[24][20] = -0.472243883861486;
   fWeightMatrix0to1[25][20] = 3.75090334506992;
   fWeightMatrix0to1[26][20] = 0.173848979643511;
   fWeightMatrix0to1[27][20] = 4.53471745085638;
   fWeightMatrix0to1[28][20] = -0.253435779802011;
   fWeightMatrix0to1[29][20] = -0.14291492964987;
   fWeightMatrix0to1[30][20] = -0.994045943220988;
   fWeightMatrix0to1[31][20] = -2.01380089090512;
   fWeightMatrix0to1[32][20] = 1.12677651147701;
   fWeightMatrix0to1[33][20] = 0.526560912561499;
   fWeightMatrix0to1[34][20] = -0.514193143406846;
   fWeightMatrix0to1[35][20] = 0.111412730657785;
   fWeightMatrix0to1[36][20] = 0.207355628717863;
   fWeightMatrix0to1[37][20] = 1.96869277663397;
   fWeightMatrix0to1[38][20] = -0.344342621738215;
   fWeightMatrix0to1[39][20] = -1.78704103374216;
   fWeightMatrix0to1[0][21] = -2.23993502477313;
   fWeightMatrix0to1[1][21] = -1.58535457445641;
   fWeightMatrix0to1[2][21] = -28.1456003748104;
   fWeightMatrix0to1[3][21] = -9.98705805369536;
   fWeightMatrix0to1[4][21] = -2.06651324277799;
   fWeightMatrix0to1[5][21] = -3.94557760830793;
   fWeightMatrix0to1[6][21] = -1.62416420382957;
   fWeightMatrix0to1[7][21] = 7.97962402495858;
   fWeightMatrix0to1[8][21] = 8.76669425057001;
   fWeightMatrix0to1[9][21] = 4.38626975503997;
   fWeightMatrix0to1[10][21] = -1.38667465237934;
   fWeightMatrix0to1[11][21] = -5.03362954193785;
   fWeightMatrix0to1[12][21] = -5.84058476807061;
   fWeightMatrix0to1[13][21] = -2.51208330406187;
   fWeightMatrix0to1[14][21] = 2.65375660828622;
   fWeightMatrix0to1[15][21] = 20.0362436713818;
   fWeightMatrix0to1[16][21] = -0.314529226628219;
   fWeightMatrix0to1[17][21] = 11.681622312089;
   fWeightMatrix0to1[18][21] = 1.72199964939792;
   fWeightMatrix0to1[19][21] = 0.66418475712409;
   fWeightMatrix0to1[20][21] = -10.3764985207462;
   fWeightMatrix0to1[21][21] = 0.735057908469428;
   fWeightMatrix0to1[22][21] = 0.407560022948745;
   fWeightMatrix0to1[23][21] = 2.9674215308254;
   fWeightMatrix0to1[24][21] = -4.47458789987589;
   fWeightMatrix0to1[25][21] = 4.03314947882069;
   fWeightMatrix0to1[26][21] = -1.12126526901184;
   fWeightMatrix0to1[27][21] = -0.0602161862289598;
   fWeightMatrix0to1[28][21] = 0.915453987614581;
   fWeightMatrix0to1[29][21] = 1.88623292453652;
   fWeightMatrix0to1[30][21] = -1.37161290210904;
   fWeightMatrix0to1[31][21] = 3.74358697197847;
   fWeightMatrix0to1[32][21] = 7.25206815482089;
   fWeightMatrix0to1[33][21] = 5.32937376464993;
   fWeightMatrix0to1[34][21] = 15.9337865543401;
   fWeightMatrix0to1[35][21] = 12.6688133737415;
   fWeightMatrix0to1[36][21] = -1.92085642758396;
   fWeightMatrix0to1[37][21] = 4.86491619087042;
   fWeightMatrix0to1[38][21] = 0.745919130053548;
   fWeightMatrix0to1[39][21] = -0.930378574252977;
   fWeightMatrix0to1[0][22] = -0.160571127462641;
   fWeightMatrix0to1[1][22] = -1.51276480366037;
   fWeightMatrix0to1[2][22] = -32.4966678546402;
   fWeightMatrix0to1[3][22] = -12.3850163957594;
   fWeightMatrix0to1[4][22] = 0.0418543635208318;
   fWeightMatrix0to1[5][22] = -5.72489812311639;
   fWeightMatrix0to1[6][22] = -1.57126673551047;
   fWeightMatrix0to1[7][22] = 5.5480822778156;
   fWeightMatrix0to1[8][22] = 12.346804831578;
   fWeightMatrix0to1[9][22] = 6.73792964610367;
   fWeightMatrix0to1[10][22] = 1.84045796442103;
   fWeightMatrix0to1[11][22] = -2.68402279359818;
   fWeightMatrix0to1[12][22] = -3.38757765950575;
   fWeightMatrix0to1[13][22] = -3.59830242379818;
   fWeightMatrix0to1[14][22] = 2.04558597183117;
   fWeightMatrix0to1[15][22] = 22.884024505893;
   fWeightMatrix0to1[16][22] = -1.30701595676521;
   fWeightMatrix0to1[17][22] = 11.2913736740688;
   fWeightMatrix0to1[18][22] = -2.72800032322886;
   fWeightMatrix0to1[19][22] = 0.098847290091981;
   fWeightMatrix0to1[20][22] = -15.8102190785304;
   fWeightMatrix0to1[21][22] = 0.963581168028408;
   fWeightMatrix0to1[22][22] = -0.475833266301718;
   fWeightMatrix0to1[23][22] = 6.72317952107946;
   fWeightMatrix0to1[24][22] = -5.93547517089061;
   fWeightMatrix0to1[25][22] = 3.5100216427126;
   fWeightMatrix0to1[26][22] = 1.43843122792889;
   fWeightMatrix0to1[27][22] = 3.91497361731038;
   fWeightMatrix0to1[28][22] = 0.585119665610706;
   fWeightMatrix0to1[29][22] = 1.01982969132542;
   fWeightMatrix0to1[30][22] = -0.221170898131698;
   fWeightMatrix0to1[31][22] = 2.71723086509191;
   fWeightMatrix0to1[32][22] = 8.38991087852577;
   fWeightMatrix0to1[33][22] = 4.19198531021931;
   fWeightMatrix0to1[34][22] = 11.0778497490646;
   fWeightMatrix0to1[35][22] = 12.6350389379787;
   fWeightMatrix0to1[36][22] = -4.9267528324596;
   fWeightMatrix0to1[37][22] = 9.14003708526882;
   fWeightMatrix0to1[38][22] = 2.16607670599615;
   fWeightMatrix0to1[39][22] = -2.94997223226288;
   fWeightMatrix0to1[0][23] = -4.23116869027379;
   fWeightMatrix0to1[1][23] = 8.82922106468511;
   fWeightMatrix0to1[2][23] = 60.6188964906244;
   fWeightMatrix0to1[3][23] = 22.155306110409;
   fWeightMatrix0to1[4][23] = -1.62800154083014;
   fWeightMatrix0to1[5][23] = 10.768307750387;
   fWeightMatrix0to1[6][23] = -3.01869250431066;
   fWeightMatrix0to1[7][23] = -13.4472522549499;
   fWeightMatrix0to1[8][23] = -21.4470004701479;
   fWeightMatrix0to1[9][23] = -11.0586533272317;
   fWeightMatrix0to1[10][23] = -0.141123810611191;
   fWeightMatrix0to1[11][23] = 7.31899518357801;
   fWeightMatrix0to1[12][23] = 8.17481980510951;
   fWeightMatrix0to1[13][23] = 11.6949027521938;
   fWeightMatrix0to1[14][23] = -2.42890548310275;
   fWeightMatrix0to1[15][23] = -39.0859112384203;
   fWeightMatrix0to1[16][23] = 0.224029319903397;
   fWeightMatrix0to1[17][23] = -22.808376468793;
   fWeightMatrix0to1[18][23] = 10.1425728097939;
   fWeightMatrix0to1[19][23] = 3.17071265688759;
   fWeightMatrix0to1[20][23] = 26.0435657502479;
   fWeightMatrix0to1[21][23] = -1.45122768487636;
   fWeightMatrix0to1[22][23] = 0.438777007172974;
   fWeightMatrix0to1[23][23] = -3.31100573331038;
   fWeightMatrix0to1[24][23] = 25.7549702105352;
   fWeightMatrix0to1[25][23] = -4.63806686994169;
   fWeightMatrix0to1[26][23] = -0.34129632028121;
   fWeightMatrix0to1[27][23] = -4.17525996110935;
   fWeightMatrix0to1[28][23] = 0.813222396572914;
   fWeightMatrix0to1[29][23] = 1.52932640040112;
   fWeightMatrix0to1[30][23] = 1.01482906672071;
   fWeightMatrix0to1[31][23] = -5.06278914890361;
   fWeightMatrix0to1[32][23] = -15.3999345604617;
   fWeightMatrix0to1[33][23] = -9.02988569362826;
   fWeightMatrix0to1[34][23] = -26.994356634351;
   fWeightMatrix0to1[35][23] = -20.0075236160821;
   fWeightMatrix0to1[36][23] = 4.53972438474401;
   fWeightMatrix0to1[37][23] = -13.9315064212502;
   fWeightMatrix0to1[38][23] = -4.79085006423738;
   fWeightMatrix0to1[39][23] = 3.52917596891017;
   fWeightMatrix0to1[0][24] = -0.110615444832824;
   fWeightMatrix0to1[1][24] = -0.727586505714411;
   fWeightMatrix0to1[2][24] = -20.876815287186;
   fWeightMatrix0to1[3][24] = -5.86028419667156;
   fWeightMatrix0to1[4][24] = 0.524675603415809;
   fWeightMatrix0to1[5][24] = -3.37178244222946;
   fWeightMatrix0to1[6][24] = 1.17450313086827;
   fWeightMatrix0to1[7][24] = 4.25353136428976;
   fWeightMatrix0to1[8][24] = 9.57225420820373;
   fWeightMatrix0to1[9][24] = 5.13742397407651;
   fWeightMatrix0to1[10][24] = 1.04253672377397;
   fWeightMatrix0to1[11][24] = -4.19991288556818;
   fWeightMatrix0to1[12][24] = -3.48818264079229;
   fWeightMatrix0to1[13][24] = -5.58032662679732;
   fWeightMatrix0to1[14][24] = -1.55636531470278;
   fWeightMatrix0to1[15][24] = 15.5918414751838;
   fWeightMatrix0to1[16][24] = 0.255620553781628;
   fWeightMatrix0to1[17][24] = 8.82016055854777;
   fWeightMatrix0to1[18][24] = -4.72343048604058;
   fWeightMatrix0to1[19][24] = 0.804776847903739;
   fWeightMatrix0to1[20][24] = -9.47044137452256;
   fWeightMatrix0to1[21][24] = 0.548947696567528;
   fWeightMatrix0to1[22][24] = 1.64999158338286;
   fWeightMatrix0to1[23][24] = 2.76262411019032;
   fWeightMatrix0to1[24][24] = -6.65492825068075;
   fWeightMatrix0to1[25][24] = -0.750786997607339;
   fWeightMatrix0to1[26][24] = -1.59118014355565;
   fWeightMatrix0to1[27][24] = 2.79426318219933;
   fWeightMatrix0to1[28][24] = -0.642952155640153;
   fWeightMatrix0to1[29][24] = -1.84750313940272;
   fWeightMatrix0to1[30][24] = 0.427833324551658;
   fWeightMatrix0to1[31][24] = 1.78138493859767;
   fWeightMatrix0to1[32][24] = 6.57999751501723;
   fWeightMatrix0to1[33][24] = 3.60881479022141;
   fWeightMatrix0to1[34][24] = 16.8334529043641;
   fWeightMatrix0to1[35][24] = 8.01726399336037;
   fWeightMatrix0to1[36][24] = -0.931584193161231;
   fWeightMatrix0to1[37][24] = 7.70807602914915;
   fWeightMatrix0to1[38][24] = 0.409609135889499;
   fWeightMatrix0to1[39][24] = -1.90054522659496;
   fWeightMatrix0to1[0][25] = -0.824394729024744;
   fWeightMatrix0to1[1][25] = -4.65626911457827;
   fWeightMatrix0to1[2][25] = -40.5901125004832;
   fWeightMatrix0to1[3][25] = -13.7229802584562;
   fWeightMatrix0to1[4][25] = -0.44118650192991;
   fWeightMatrix0to1[5][25] = -7.72111381833876;
   fWeightMatrix0to1[6][25] = -0.580478546226197;
   fWeightMatrix0to1[7][25] = 11.0679417415488;
   fWeightMatrix0to1[8][25] = 16.8480397121626;
   fWeightMatrix0to1[9][25] = 5.0147725682393;
   fWeightMatrix0to1[10][25] = 0.113014984119892;
   fWeightMatrix0to1[11][25] = -4.71783818491786;
   fWeightMatrix0to1[12][25] = -3.28171371005134;
   fWeightMatrix0to1[13][25] = -8.84858085460149;
   fWeightMatrix0to1[14][25] = -0.14661571727083;
   fWeightMatrix0to1[15][25] = 27.1220525678474;
   fWeightMatrix0to1[16][25] = 0.759382403744319;
   fWeightMatrix0to1[17][25] = 15.565373106056;
   fWeightMatrix0to1[18][25] = -6.37483470335084;
   fWeightMatrix0to1[19][25] = 0.449755651121328;
   fWeightMatrix0to1[20][25] = -14.9056393858701;
   fWeightMatrix0to1[21][25] = -1.42394012413555;
   fWeightMatrix0to1[22][25] = -0.708914535102175;
   fWeightMatrix0to1[23][25] = 3.65778731681943;
   fWeightMatrix0to1[24][25] = -14.9651242157554;
   fWeightMatrix0to1[25][25] = 1.17677418837607;
   fWeightMatrix0to1[26][25] = -1.83369811471652;
   fWeightMatrix0to1[27][25] = 0.0307812990184549;
   fWeightMatrix0to1[28][25] = 0.667984931687469;
   fWeightMatrix0to1[29][25] = -1.58314975473166;
   fWeightMatrix0to1[30][25] = -1.10206493811159;
   fWeightMatrix0to1[31][25] = 2.91313482407913;
   fWeightMatrix0to1[32][25] = 9.46171944829507;
   fWeightMatrix0to1[33][25] = 4.52193422157547;
   fWeightMatrix0to1[34][25] = 24.6679055261003;
   fWeightMatrix0to1[35][25] = 15.6117033125497;
   fWeightMatrix0to1[36][25] = -4.18879553598947;
   fWeightMatrix0to1[37][25] = 12.7921635388945;
   fWeightMatrix0to1[38][25] = 4.84725248212086;
   fWeightMatrix0to1[39][25] = -2.96678986980129;
   fWeightMatrix0to1[0][26] = 1.03493983531813;
   fWeightMatrix0to1[1][26] = 6.98077472456931;
   fWeightMatrix0to1[2][26] = 61.3292094335181;
   fWeightMatrix0to1[3][26] = 19.4566434662172;
   fWeightMatrix0to1[4][26] = 2.14816060896008;
   fWeightMatrix0to1[5][26] = 9.86049236344534;
   fWeightMatrix0to1[6][26] = -0.522781347267748;
   fWeightMatrix0to1[7][26] = -15.308925514495;
   fWeightMatrix0to1[8][26] = -26.4752629451193;
   fWeightMatrix0to1[9][26] = -10.4000917590735;
   fWeightMatrix0to1[10][26] = -1.0548376163682;
   fWeightMatrix0to1[11][26] = 9.07982640799587;
   fWeightMatrix0to1[12][26] = 6.65361349696119;
   fWeightMatrix0to1[13][26] = 8.58629791983629;
   fWeightMatrix0to1[14][26] = -4.55504699376155;
   fWeightMatrix0to1[15][26] = -42.6756699597836;
   fWeightMatrix0to1[16][26] = -0.25621759486179;
   fWeightMatrix0to1[17][26] = -24.3700927751084;
   fWeightMatrix0to1[18][26] = 2.30246386362829;
   fWeightMatrix0to1[19][26] = 1.34994719915251;
   fWeightMatrix0to1[20][26] = 24.3512161152174;
   fWeightMatrix0to1[21][26] = 0.833356041212851;
   fWeightMatrix0to1[22][26] = -1.61542966840632;
   fWeightMatrix0to1[23][26] = -2.09802616794976;
   fWeightMatrix0to1[24][26] = 21.4829963332922;
   fWeightMatrix0to1[25][26] = -5.24127594730508;
   fWeightMatrix0to1[26][26] = 1.11085881217261;
   fWeightMatrix0to1[27][26] = -2.99562528760492;
   fWeightMatrix0to1[28][26] = 0.867804117629161;
   fWeightMatrix0to1[29][26] = -1.17360076737978;
   fWeightMatrix0to1[30][26] = 3.03647441674243;
   fWeightMatrix0to1[31][26] = -3.6044972245535;
   fWeightMatrix0to1[32][26] = -15.7381649297448;
   fWeightMatrix0to1[33][26] = -10.79157503157;
   fWeightMatrix0to1[34][26] = -41.2980884712631;
   fWeightMatrix0to1[35][26] = -23.6688069636508;
   fWeightMatrix0to1[36][26] = 4.87823781567573;
   fWeightMatrix0to1[37][26] = -12.0497468924686;
   fWeightMatrix0to1[38][26] = -5.72212240652865;
   fWeightMatrix0to1[39][26] = 4.97180495302684;
   fWeightMatrix0to1[0][27] = -2.28068025356088;
   fWeightMatrix0to1[1][27] = -0.388219669736061;
   fWeightMatrix0to1[2][27] = 5.55433355192401;
   fWeightMatrix0to1[3][27] = 1.54351480973514;
   fWeightMatrix0to1[4][27] = -0.295491159974392;
   fWeightMatrix0to1[5][27] = -2.01430766436711;
   fWeightMatrix0to1[6][27] = 0.515426937545687;
   fWeightMatrix0to1[7][27] = 5.56602083385443;
   fWeightMatrix0to1[8][27] = -3.75447289753524;
   fWeightMatrix0to1[9][27] = 2.72870865722276;
   fWeightMatrix0to1[10][27] = -1.0601497967486;
   fWeightMatrix0to1[11][27] = -0.476476792494622;
   fWeightMatrix0to1[12][27] = 1.82512884462313;
   fWeightMatrix0to1[13][27] = 0.478580520092415;
   fWeightMatrix0to1[14][27] = -1.7386574234269;
   fWeightMatrix0to1[15][27] = 17.066019912899;
   fWeightMatrix0to1[16][27] = 1.49120267528757;
   fWeightMatrix0to1[17][27] = -3.49980226010488;
   fWeightMatrix0to1[18][27] = 1.50927525454954;
   fWeightMatrix0to1[19][27] = 0.0333520022776515;
   fWeightMatrix0to1[20][27] = 2.93624350693525;
   fWeightMatrix0to1[21][27] = 0.564516144912843;
   fWeightMatrix0to1[22][27] = -1.5254114533811;
   fWeightMatrix0to1[23][27] = -1.51608191893116;
   fWeightMatrix0to1[24][27] = 2.37788896675949;
   fWeightMatrix0to1[25][27] = -1.10539834135082;
   fWeightMatrix0to1[26][27] = 0.74830870180603;
   fWeightMatrix0to1[27][27] = -0.830327796750679;
   fWeightMatrix0to1[28][27] = -1.2021510985288;
   fWeightMatrix0to1[29][27] = -1.28932303782262;
   fWeightMatrix0to1[30][27] = -0.0705634546260362;
   fWeightMatrix0to1[31][27] = -1.20361371208756;
   fWeightMatrix0to1[32][27] = -0.924874738342388;
   fWeightMatrix0to1[33][27] = -0.320789958347157;
   fWeightMatrix0to1[34][27] = -1.62370618644034;
   fWeightMatrix0to1[35][27] = 9.72857838070865;
   fWeightMatrix0to1[36][27] = 1.33539978759116;
   fWeightMatrix0to1[37][27] = -1.80864717895312;
   fWeightMatrix0to1[38][27] = -1.04519314236906;
   fWeightMatrix0to1[39][27] = 0.752242119454489;
   fWeightMatrix0to1[0][28] = -3.94803104292875;
   fWeightMatrix0to1[1][28] = 1.1432829989884;
   fWeightMatrix0to1[2][28] = -5.4929495797095;
   fWeightMatrix0to1[3][28] = -1.27816778535754;
   fWeightMatrix0to1[4][28] = 1.08488637961232;
   fWeightMatrix0to1[5][28] = -3.6661098572172;
   fWeightMatrix0to1[6][28] = -0.74311890863579;
   fWeightMatrix0to1[7][28] = 9.66364493982224;
   fWeightMatrix0to1[8][28] = 4.08977160107212;
   fWeightMatrix0to1[9][28] = 6.24544010811527;
   fWeightMatrix0to1[10][28] = 1.57251580919479;
   fWeightMatrix0to1[11][28] = 0.489018929559705;
   fWeightMatrix0to1[12][28] = -0.934350678258386;
   fWeightMatrix0to1[13][28] = -0.101661950076676;
   fWeightMatrix0to1[14][28] = 0.816537700701919;
   fWeightMatrix0to1[15][28] = 21.3899161266766;
   fWeightMatrix0to1[16][28] = 0.136345664818393;
   fWeightMatrix0to1[17][28] = 3.501350644121;
   fWeightMatrix0to1[18][28] = -1.45123439878972;
   fWeightMatrix0to1[19][28] = -1.69078718797366;
   fWeightMatrix0to1[20][28] = -3.00175664303216;
   fWeightMatrix0to1[21][28] = -0.599772115406006;
   fWeightMatrix0to1[22][28] = -0.351065170559662;
   fWeightMatrix0to1[23][28] = 1.82335399417513;
   fWeightMatrix0to1[24][28] = -2.50677052767121;
   fWeightMatrix0to1[25][28] = 1.12551845635234;
   fWeightMatrix0to1[26][28] = 1.4542939497799;
   fWeightMatrix0to1[27][28] = -1.48850631309508;
   fWeightMatrix0to1[28][28] = 1.07861729137838;
   fWeightMatrix0to1[29][28] = 1.37669881533583;
   fWeightMatrix0to1[30][28] = 0.531362295464879;
   fWeightMatrix0to1[31][28] = 1.13548672964523;
   fWeightMatrix0to1[32][28] = 0.871118405072878;
   fWeightMatrix0to1[33][28] = -0.030329274706168;
   fWeightMatrix0to1[34][28] = 1.66809396739396;
   fWeightMatrix0to1[35][28] = 13.082167239426;
   fWeightMatrix0to1[36][28] = -0.278769595629345;
   fWeightMatrix0to1[37][28] = 1.51623374853259;
   fWeightMatrix0to1[38][28] = 0.803351604481453;
   fWeightMatrix0to1[39][28] = -0.845234675782564;
   fWeightMatrix0to1[0][29] = 2.31989628063994;
   fWeightMatrix0to1[1][29] = -4.47222885165469;
   fWeightMatrix0to1[2][29] = -17.5782810480446;
   fWeightMatrix0to1[3][29] = -10.1036200360427;
   fWeightMatrix0to1[4][29] = 0.848575109636431;
   fWeightMatrix0to1[5][29] = -3.1829636402968;
   fWeightMatrix0to1[6][29] = 0.422579263096682;
   fWeightMatrix0to1[7][29] = 5.51971505047462;
   fWeightMatrix0to1[8][29] = 14.4977635726543;
   fWeightMatrix0to1[9][29] = 2.90006229427741;
   fWeightMatrix0to1[10][29] = -0.838169670352416;
   fWeightMatrix0to1[11][29] = -3.05431174003456;
   fWeightMatrix0to1[12][29] = -2.75919915392178;
   fWeightMatrix0to1[13][29] = -3.00535351985279;
   fWeightMatrix0to1[14][29] = -0.196549708877515;
   fWeightMatrix0to1[15][29] = 13.2716008599084;
   fWeightMatrix0to1[16][29] = -1.12242669750638;
   fWeightMatrix0to1[17][29] = 10.8395445083041;
   fWeightMatrix0to1[18][29] = -2.2163612881062;
   fWeightMatrix0to1[19][29] = -0.877882480275935;
   fWeightMatrix0to1[20][29] = -14.671246938607;
   fWeightMatrix0to1[21][29] = 6.81480590496432;
   fWeightMatrix0to1[22][29] = 0.328816897795395;
   fWeightMatrix0to1[23][29] = 0.848295838688405;
   fWeightMatrix0to1[24][29] = -4.86624331507123;
   fWeightMatrix0to1[25][29] = -2.88822307467642;
   fWeightMatrix0to1[26][29] = -0.700101106775779;
   fWeightMatrix0to1[27][29] = -0.485470687393566;
   fWeightMatrix0to1[28][29] = -4.94696755002247;
   fWeightMatrix0to1[29][29] = 0.499705014323426;
   fWeightMatrix0to1[30][29] = 1.70573520713847;
   fWeightMatrix0to1[31][29] = 0.264982507470575;
   fWeightMatrix0to1[32][29] = 2.14706433049734;
   fWeightMatrix0to1[33][29] = 2.97880354532562;
   fWeightMatrix0to1[34][29] = 17.5917953241834;
   fWeightMatrix0to1[35][29] = 9.20069215701525;
   fWeightMatrix0to1[36][29] = -4.22537563314546;
   fWeightMatrix0to1[37][29] = 5.83679863342075;
   fWeightMatrix0to1[38][29] = 0.41068087959256;
   fWeightMatrix0to1[39][29] = 1.97391725953366;
   // weight matrix from layer 1 to 2
   fWeightMatrix1to2[0][0] = -0.958288938010163;
   fWeightMatrix1to2[0][1] = 0.716162955733917;
   fWeightMatrix1to2[0][2] = 1.10941033798998;
   fWeightMatrix1to2[0][3] = 0.864838777241179;
   fWeightMatrix1to2[0][4] = -2.63720014905693;
   fWeightMatrix1to2[0][5] = 0.383430541102537;
   fWeightMatrix1to2[0][6] = -0.43235318019255;
   fWeightMatrix1to2[0][7] = -1.82328667655982;
   fWeightMatrix1to2[0][8] = -1.41065280047646;
   fWeightMatrix1to2[0][9] = -0.281536955658502;
   fWeightMatrix1to2[0][10] = 1.09270924384766;
   fWeightMatrix1to2[0][11] = 1.24131631670023;
   fWeightMatrix1to2[0][12] = 0.363379376867363;
   fWeightMatrix1to2[0][13] = 0.698110390761791;
   fWeightMatrix1to2[0][14] = -1.08141041575599;
   fWeightMatrix1to2[0][15] = -0.743368999092273;
   fWeightMatrix1to2[0][16] = 0.668533087652032;
   fWeightMatrix1to2[0][17] = -0.725806913531828;
   fWeightMatrix1to2[0][18] = 0.851509857238438;
   fWeightMatrix1to2[0][19] = 0.19584293261198;
   fWeightMatrix1to2[0][20] = 1.22917992680715;
   fWeightMatrix1to2[0][21] = 1.09519795645689;
   fWeightMatrix1to2[0][22] = -0.72411323916645;
   fWeightMatrix1to2[0][23] = 1.30171470031466;
   fWeightMatrix1to2[0][24] = 2.47105939898443;
   fWeightMatrix1to2[0][25] = -0.589620438492637;
   fWeightMatrix1to2[0][26] = 1.14419363263385;
   fWeightMatrix1to2[0][27] = -0.456745896052801;
   fWeightMatrix1to2[0][28] = -3.36133404789283;
   fWeightMatrix1to2[0][29] = 0.456100052088211;
   fWeightMatrix1to2[0][30] = 0.850111590632572;
   fWeightMatrix1to2[0][31] = -1.2095515307336;
   fWeightMatrix1to2[0][32] = -0.295751944110513;
   fWeightMatrix1to2[0][33] = -0.75374121130876;
   fWeightMatrix1to2[0][34] = -3.32428813538553;
   fWeightMatrix1to2[0][35] = -0.479435035701212;
   fWeightMatrix1to2[0][36] = 0.312638488736169;
   fWeightMatrix1to2[0][37] = -0.658424041369997;
   fWeightMatrix1to2[0][38] = 1.12593376235693;
   fWeightMatrix1to2[0][39] = 1.5410127128742;
   fWeightMatrix1to2[0][40] = 2.62875303463284;
}

inline double ReadMuon_Downstream_TMVA::GetMvaValue__( const std::vector<double>& inputValues ) const
{
   if (inputValues.size() != (unsigned int)fLayerSize[0]-1) {
      std::cout << "Input vector needs to be of size " << fLayerSize[0]-1 << std::endl;
      return 0;
   }

   for (int l=0; l<fLayers; l++)
      for (int i=0; i<fLayerSize[l]; i++) fWeights[l][i]=0;

   for (int l=0; l<fLayers-1; l++)
      fWeights[l][fLayerSize[l]-1]=1;

   for (int i=0; i<fLayerSize[0]-1; i++)
      fWeights[0][i]=inputValues[i];

   // layer 0 to 1
   for (int o=0; o<fLayerSize[1]-1; o++) {
      for (int i=0; i<fLayerSize[0]; i++) {
         double inputVal = fWeightMatrix0to1[o][i] * fWeights[0][i];
         fWeights[1][o] += inputVal;
      }
      fWeights[1][o] = ActivationFnc(fWeights[1][o]);
   }
   // layer 1 to 2
   for (int o=0; o<fLayerSize[2]; o++) {
      for (int i=0; i<fLayerSize[1]; i++) {
         double inputVal = fWeightMatrix1to2[o][i] * fWeights[1][i];
         fWeights[2][o] += inputVal;
      }
      fWeights[2][o] = OutputActivationFnc(fWeights[2][o]);
   }

   return fWeights[2][0];
}

double ReadMuon_Downstream_TMVA::ActivationFnc(double x) const {
   // hyperbolic tan
   return tanh(x);
}
double ReadMuon_Downstream_TMVA::OutputActivationFnc(double x) const {
   // sigmoid
   return 1.0/(1.0+exp(-x));
}
   
// Clean up
inline void ReadMuon_Downstream_TMVA::Clear() 
{
   // clean up the arrays
   for (int lIdx = 0; lIdx < 3; lIdx++) {
      delete[] fWeights[lIdx];
   }
}
   inline double ReadMuon_Downstream_TMVA::GetMvaValue( const std::vector<double>& inputValues ) const
   {
      // classifier response value
      double retval = 0;

      // classifier response, sanity check first
      if (!IsStatusClean()) {
         std::cout << "Problem in class \"" << fClassName << "\": cannot return classifier response"
                   << " because status is dirty" << std::endl;
         retval = 0;
      }
      else {
         if (IsNormalised()) {
            // normalise variables
            std::vector<double> iV;
            iV.reserve(inputValues.size());
            int ivar = 0;
            for (std::vector<double>::const_iterator varIt = inputValues.begin();
                 varIt != inputValues.end(); varIt++, ivar++) {
               iV.push_back(NormVariable( *varIt, fVmin[ivar], fVmax[ivar] ));
            }
            Transform( iV, -1 );
            retval = GetMvaValue__( iV );
         }
         else {
            std::vector<double> iV;
            int ivar = 0;
            for (std::vector<double>::const_iterator varIt = inputValues.begin();
                 varIt != inputValues.end(); varIt++, ivar++) {
               iV.push_back(*varIt);
            }
            Transform( iV, -1 );
            retval = GetMvaValue__( iV );
         }
      }

      return retval;
   }

//_______________________________________________________________________
inline void ReadMuon_Downstream_TMVA::InitTransform_1()
{
   // Normalization transformation, initialisation
   fMin_1[0][0] = 2882.93994141;
   fMax_1[0][0] = 669105.6875;
   fMin_1[1][0] = 2850.62011719;
   fMax_1[1][0] = 801994.9375;
   fMin_1[2][0] = 2850.62011719;
   fMax_1[2][0] = 801994.9375;
   fMin_1[0][1] = 5.28465366364;
   fMax_1[0][1] = 22771.9453125;
   fMin_1[1][1] = 6.18795681;
   fMax_1[1][1] = 66779.578125;
   fMin_1[2][1] = 5.28465366364;
   fMax_1[2][1] = 66779.578125;
   fMin_1[0][2] = 0.0109324483201;
   fMax_1[0][2] = 2.9999256134;
   fMin_1[1][2] = 0.0480612590909;
   fMax_1[1][2] = 2.99985814095;
   fMin_1[2][2] = 0.0109324483201;
   fMax_1[2][2] = 2.9999256134;
   fMin_1[0][3] = 4;
   fMax_1[0][3] = 27;
   fMin_1[1][3] = 4;
   fMax_1[1][3] = 28;
   fMin_1[2][3] = 4;
   fMax_1[2][3] = 28;
   fMin_1[0][4] = -91.0081100464;
   fMax_1[0][4] = 1.04387307167;
   fMin_1[1][4] = -94.4808578491;
   fMax_1[1][4] = 0.532238423824;
   fMin_1[2][4] = -94.4808578491;
   fMax_1[2][4] = 1.04387307167;
   fMin_1[0][5] = -999;
   fMax_1[0][5] = 1;
   fMin_1[1][5] = -999;
   fMax_1[1][5] = 1;
   fMin_1[2][5] = -999;
   fMax_1[2][5] = 1;
   fMin_1[0][6] = 0.000658931559883;
   fMax_1[0][6] = 63.6123199463;
   fMin_1[1][6] = 0.00116360886022;
   fMax_1[1][6] = 61.7472953796;
   fMin_1[2][6] = 0.000658931559883;
   fMax_1[2][6] = 63.6123199463;
   fMin_1[0][7] = 1;
   fMax_1[0][7] = 22;
   fMin_1[1][7] = 1;
   fMax_1[1][7] = 22;
   fMin_1[2][7] = 1;
   fMax_1[2][7] = 22;
   fMin_1[0][8] = 0;
   fMax_1[0][8] = 1;
   fMin_1[1][8] = 0;
   fMax_1[1][8] = 1;
   fMin_1[2][8] = 0;
   fMax_1[2][8] = 1;
   fMin_1[0][9] = 0;
   fMax_1[0][9] = 1;
   fMin_1[1][9] = 0;
   fMax_1[1][9] = 1;
   fMin_1[2][9] = 0;
   fMax_1[2][9] = 1;
   fMin_1[0][10] = 0;
   fMax_1[0][10] = 1;
   fMin_1[1][10] = 0;
   fMax_1[1][10] = 1;
   fMin_1[2][10] = 0;
   fMax_1[2][10] = 1;
   fMin_1[0][11] = 0;
   fMax_1[0][11] = 1;
   fMin_1[1][11] = 0;
   fMax_1[1][11] = 1;
   fMin_1[2][11] = 0;
   fMax_1[2][11] = 1;
   fMin_1[0][12] = 0;
   fMax_1[0][12] = 1;
   fMin_1[1][12] = 0;
   fMax_1[1][12] = 1;
   fMin_1[2][12] = 0;
   fMax_1[2][12] = 1;
   fMin_1[0][13] = -999;
   fMax_1[0][13] = 100.287597656;
   fMin_1[1][13] = -999;
   fMax_1[1][13] = 58.1520996094;
   fMin_1[2][13] = -999;
   fMax_1[2][13] = 100.287597656;
   fMin_1[0][14] = -999;
   fMax_1[0][14] = 53.6850013733;
   fMin_1[1][14] = -999;
   fMax_1[1][14] = 95.532699585;
   fMin_1[2][14] = -999;
   fMax_1[2][14] = 95.532699585;
   fMin_1[0][15] = -999;
   fMax_1[0][15] = 77.0382003784;
   fMin_1[1][15] = -999;
   fMax_1[1][15] = 57.5722999573;
   fMin_1[2][15] = -999;
   fMax_1[2][15] = 77.0382003784;
   fMin_1[0][16] = -999;
   fMax_1[0][16] = 63.8046989441;
   fMin_1[1][16] = -999;
   fMax_1[1][16] = 53.198299408;
   fMin_1[2][16] = -999;
   fMax_1[2][16] = 63.8046989441;
   fMin_1[0][17] = -999;
   fMax_1[0][17] = 63.4244995117;
   fMin_1[1][17] = -999;
   fMax_1[1][17] = 58.3754005432;
   fMin_1[2][17] = -999;
   fMax_1[2][17] = 63.4244995117;
   fMin_1[0][18] = -9.92049980164;
   fMax_1[0][18] = 0.0270000007004;
   fMin_1[1][18] = -10.6127996445;
   fMax_1[1][18] = 0.0215000007302;
   fMin_1[2][18] = -10.6127996445;
   fMax_1[2][18] = 0.0270000007004;
   fMin_1[0][19] = -69.0775985718;
   fMax_1[0][19] = 0;
   fMin_1[1][19] = -69.0775985718;
   fMax_1[1][19] = 0;
   fMin_1[2][19] = -69.0775985718;
   fMax_1[2][19] = 0;
   fMin_1[0][20] = 1;
   fMax_1[0][20] = 117;
   fMin_1[1][20] = 1;
   fMax_1[1][20] = 91;
   fMin_1[2][20] = 1;
   fMax_1[2][20] = 117;
   fMin_1[0][21] = 0;
   fMax_1[0][21] = 1;
   fMin_1[1][21] = 0;
   fMax_1[1][21] = 1;
   fMin_1[2][21] = 0;
   fMax_1[2][21] = 1;
   fMin_1[0][22] = -999;
   fMax_1[0][22] = 4.04088783264;
   fMin_1[1][22] = -999;
   fMax_1[1][22] = 3.87696838379;
   fMin_1[2][22] = -999;
   fMax_1[2][22] = 4.04088783264;
   fMin_1[0][23] = -999;
   fMax_1[0][23] = 2.50609302521;
   fMin_1[1][23] = -999;
   fMax_1[1][23] = 2.50609302521;
   fMin_1[2][23] = -999;
   fMax_1[2][23] = 2.50609302521;
   fMin_1[0][24] = 0;
   fMax_1[0][24] = 1;
   fMin_1[1][24] = 0;
   fMax_1[1][24] = 1;
   fMin_1[2][24] = 0;
   fMax_1[2][24] = 1;
   fMin_1[0][25] = -999;
   fMax_1[0][25] = 2.48420715332;
   fMin_1[1][25] = -999;
   fMax_1[1][25] = 3.12796974182;
   fMin_1[2][25] = -999;
   fMax_1[2][25] = 3.12796974182;
   fMin_1[0][26] = -999;
   fMax_1[0][26] = 2.61016368866;
   fMin_1[1][26] = -999;
   fMax_1[1][26] = 2.61016368866;
   fMin_1[2][26] = -999;
   fMax_1[2][26] = 2.61016368866;
   fMin_1[0][27] = 0;
   fMax_1[0][27] = 1;
   fMin_1[1][27] = 0;
   fMax_1[1][27] = 1;
   fMin_1[2][27] = 0;
   fMax_1[2][27] = 1;
   fMin_1[0][28] = -999;
   fMax_1[0][28] = 3.46313500404;
   fMin_1[1][28] = -999;
   fMax_1[1][28] = 3.46313500404;
   fMin_1[2][28] = -999;
   fMax_1[2][28] = 3.46313500404;
}

//_______________________________________________________________________
inline void ReadMuon_Downstream_TMVA::Transform_1( std::vector<double>& iv, int cls) const
{
   // Normalization transformation
   if (cls < 0 || cls > 2) {
   if (2 > 1 ) cls = 2;
      else cls = 2;
   }
   const int nVar = 29;

   // get indices of used variables

   // define the indices of the variables which are transformed by this transformation
   static std::vector<int> indicesGet;
   static std::vector<int> indicesPut;

   if ( indicesGet.empty() ) { 
      indicesGet.reserve(fNvars);
      indicesGet.push_back( 0);
      indicesGet.push_back( 1);
      indicesGet.push_back( 2);
      indicesGet.push_back( 3);
      indicesGet.push_back( 4);
      indicesGet.push_back( 5);
      indicesGet.push_back( 6);
      indicesGet.push_back( 7);
      indicesGet.push_back( 8);
      indicesGet.push_back( 9);
      indicesGet.push_back( 10);
      indicesGet.push_back( 11);
      indicesGet.push_back( 12);
      indicesGet.push_back( 13);
      indicesGet.push_back( 14);
      indicesGet.push_back( 15);
      indicesGet.push_back( 16);
      indicesGet.push_back( 17);
      indicesGet.push_back( 18);
      indicesGet.push_back( 19);
      indicesGet.push_back( 20);
      indicesGet.push_back( 21);
      indicesGet.push_back( 22);
      indicesGet.push_back( 23);
      indicesGet.push_back( 24);
      indicesGet.push_back( 25);
      indicesGet.push_back( 26);
      indicesGet.push_back( 27);
      indicesGet.push_back( 28);
   } 
   if ( indicesPut.empty() ) { 
      indicesPut.reserve(fNvars);
      indicesPut.push_back( 0);
      indicesPut.push_back( 1);
      indicesPut.push_back( 2);
      indicesPut.push_back( 3);
      indicesPut.push_back( 4);
      indicesPut.push_back( 5);
      indicesPut.push_back( 6);
      indicesPut.push_back( 7);
      indicesPut.push_back( 8);
      indicesPut.push_back( 9);
      indicesPut.push_back( 10);
      indicesPut.push_back( 11);
      indicesPut.push_back( 12);
      indicesPut.push_back( 13);
      indicesPut.push_back( 14);
      indicesPut.push_back( 15);
      indicesPut.push_back( 16);
      indicesPut.push_back( 17);
      indicesPut.push_back( 18);
      indicesPut.push_back( 19);
      indicesPut.push_back( 20);
      indicesPut.push_back( 21);
      indicesPut.push_back( 22);
      indicesPut.push_back( 23);
      indicesPut.push_back( 24);
      indicesPut.push_back( 25);
      indicesPut.push_back( 26);
      indicesPut.push_back( 27);
      indicesPut.push_back( 28);
   } 

   static std::vector<double> dv;
   dv.resize(nVar);
   for (int ivar=0; ivar<nVar; ivar++) dv[ivar] = iv[indicesGet.at(ivar)];
   for (int ivar=0;ivar<29;ivar++) {
      double offset = fMin_1[cls][ivar];
      double scale  = 1.0/(fMax_1[cls][ivar]-fMin_1[cls][ivar]);
      iv[indicesPut.at(ivar)] = (dv[ivar]-offset)*scale * 2 - 1;
   }
}

//_______________________________________________________________________
inline void ReadMuon_Downstream_TMVA::InitTransform()
{
   InitTransform_1();
}

//_______________________________________________________________________
inline void ReadMuon_Downstream_TMVA::Transform( std::vector<double>& iv, int sigOrBgd ) const
{
   Transform_1( iv, sigOrBgd );
}