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

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

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

Method         : MLP::Pion_Long_TMVA
TMVA Release   : 4.2.0         [262656]
ROOT Release   : 5.34/18       [336402]
Creator        : jonesc
Date           : Wed Jun 18 12:03:04 2014
Host           : ec-slc6-x86-64-spi-9
Dir            : /var/pcfst/r03/lhcb/jonesc/ANNPID/results/MC12/TrainHeavy/TrainPhysTksNoGhosts-EvalPhysTks-ReweightRICH2/TMVA-NoPreSels-NoGECs/MLP/Norm/ScaleF1.2/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Pion/Long
Training events: 1200000
Analysis type  : [Classification]


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

# Set by User:
NCycles: "750" [Number of training cycles]
HiddenLayers: "42" [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 35
TrackP                        TrackP                        TrackP                        TrackP                                                          'F'    [1150.77001953,842176.25]
TrackPt                       TrackPt                       TrackPt                       TrackPt                                                         'F'    [7.51574277878,47949.4414062]
TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof               TrackChi2PerDof                                                 'F'    [0.163504257798,2.9999332428]
TrackNumDof                   TrackNumDof                   TrackNumDof                   TrackNumDof                                                     'I'    [7,55]
TrackLikelihood               TrackLikelihood               TrackLikelihood               TrackLikelihood                                                 'F'    [-95.4537811279,0.395034939051]
TrackGhostProbability         TrackGhostProbability         TrackGhostProbability         TrackGhostProbability                                           'F'    [-999,1]
TrackFitMatchChi2             TrackFitMatchChi2             TrackFitMatchChi2             TrackFitMatchChi2                                               'F'    [0.0157487764955,93.4395751953]
TrackFitVeloChi2              TrackFitVeloChi2              TrackFitVeloChi2              TrackFitVeloChi2                                                'F'    [5.44405020264e-06,88.541053772]
TrackFitVeloNDoF              TrackFitVeloNDoF              TrackFitVeloNDoF              TrackFitVeloNDoF                                                'I'    [1,27]
TrackFitTChi2                 TrackFitTChi2                 TrackFitTChi2                 TrackFitTChi2                                                   'F'    [0.00352973071858,100.877975464]
TrackFitTNDoF                 TrackFitTNDoF                 TrackFitTNDoF                 TrackFitTNDoF                                                   'I'    [1,30]
RichUsedAero                  RichUsedAero                  RichUsedAero                  RichUsedAero                                                    'I'    [0,1]
RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                 RichUsedR1Gas                                                   'I'    [0,1]
RichUsedR2Gas                 RichUsedR2Gas                 RichUsedR2Gas                 RichUsedR2Gas                                                   'I'    [0,1]
RichAbovePiThres              RichAbovePiThres              RichAbovePiThres              RichAbovePiThres                                                'I'    [0,1]
RichAboveKaThres              RichAboveKaThres              RichAboveKaThres              RichAboveKaThres                                                'I'    [0,1]
RichDLLe                      RichDLLe                      RichDLLe                      RichDLLe                                                        'F'    [-999,140.706497192]
RichDLLmu                     RichDLLmu                     RichDLLmu                     RichDLLmu                                                       'F'    [-999,82.7229003906]
RichDLLk                      RichDLLk                      RichDLLk                      RichDLLk                                                        'F'    [-999,120.016403198]
RichDLLp                      RichDLLp                      RichDLLp                      RichDLLp                                                        'F'    [-999,100.399597168]
RichDLLbt                     RichDLLbt                     RichDLLbt                     RichDLLbt                                                       'F'    [-999,66.1866989136]
MuonBkgLL                     MuonBkgLL                     MuonBkgLL                     MuonBkgLL                                                       'F'    [-999,0.0204000007361]
MuonMuLL                      MuonMuLL                      MuonMuLL                      MuonMuLL                                                        'F'    [-999,0]
MuonIsMuon                    MuonIsMuon                    MuonIsMuon                    MuonIsMuon                                                      'I'    [0,1]
MuonNShared                   MuonNShared                   MuonNShared                   MuonNShared                                                     'I'    [0,70]
InAccMuon                     InAccMuon                     InAccMuon                     InAccMuon                                                       'I'    [0,1]
MuonIsLooseMuon               MuonIsLooseMuon               MuonIsLooseMuon               MuonIsLooseMuon                                                 'I'    [0,1]
EcalPIDe                      EcalPIDe                      EcalPIDe                      EcalPIDe                                                        'F'    [-999,4.34127378464]
EcalPIDmu                     EcalPIDmu                     EcalPIDmu                     EcalPIDmu                                                       'F'    [-999,2.15297603607]
HcalPIDe                      HcalPIDe                      HcalPIDe                      HcalPIDe                                                        'F'    [-999,3.12796974182]
HcalPIDmu                     HcalPIDmu                     HcalPIDmu                     HcalPIDmu                                                       'F'    [-999,2.87338900566]
PrsPIDe                       PrsPIDe                       PrsPIDe                       PrsPIDe                                                         'F'    [-999,3.46313500404]
InAccBrem                     InAccBrem                     InAccBrem                     InAccBrem                                                       'I'    [0,1]
BremPIDe                      BremPIDe                      BremPIDe                      BremPIDe                                                        'F'    [-999,4.79148387909]
VeloCharge                    VeloCharge                    VeloCharge                    VeloCharge                                                      'F'    [0.547752797604,3.20224714279]
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 ReadPion_Long_TMVA : public IClassifierReader {

 public:

   // constructor
   ReadPion_Long_TMVA( std::vector<std::string>& theInputVars ) 
      : IClassifierReader(),
        fClassName( "ReadPion_Long_TMVA" ),
        fNvars( 35 ),
        fIsNormalised( false )
   {      
      // the training input variables
      const char* inputVars[] = { "TrackP", "TrackPt", "TrackChi2PerDof", "TrackNumDof", "TrackLikelihood", "TrackGhostProbability", "TrackFitMatchChi2", "TrackFitVeloChi2", "TrackFitVeloNDoF", "TrackFitTChi2", "TrackFitTNDoF", "RichUsedAero", "RichUsedR1Gas", "RichUsedR2Gas", "RichAbovePiThres", "RichAboveKaThres", "RichDLLe", "RichDLLmu", "RichDLLk", "RichDLLp", "RichDLLbt", "MuonBkgLL", "MuonMuLL", "MuonIsMuon", "MuonNShared", "InAccMuon", "MuonIsLooseMuon", "EcalPIDe", "EcalPIDmu", "HcalPIDe", "HcalPIDmu", "PrsPIDe", "InAccBrem", "BremPIDe", "VeloCharge" };

      // 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] = 1;
      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] = 0.99999988079071;
      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] = 1;
      fVmin[29] = -1;
      fVmax[29] = 1;
      fVmin[30] = -1;
      fVmax[30] = 1;
      fVmin[31] = -1;
      fVmax[31] = 0.99999988079071;
      fVmin[32] = -1;
      fVmax[32] = 1;
      fVmin[33] = -1;
      fVmax[33] = 1;
      fVmin[34] = -1;
      fVmax[34] = 1;

      // 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] = 'F';
      fType[8] = 'I';
      fType[9] = 'F';
      fType[10] = 'I';
      fType[11] = 'I';
      fType[12] = 'I';
      fType[13] = 'I';
      fType[14] = 'I';
      fType[15] = 'I';
      fType[16] = 'F';
      fType[17] = 'F';
      fType[18] = 'F';
      fType[19] = 'F';
      fType[20] = 'F';
      fType[21] = 'F';
      fType[22] = 'F';
      fType[23] = 'I';
      fType[24] = 'I';
      fType[25] = 'I';
      fType[26] = 'I';
      fType[27] = 'F';
      fType[28] = 'F';
      fType[29] = 'F';
      fType[30] = 'F';
      fType[31] = 'F';
      fType[32] = 'I';
      fType[33] = 'F';
      fType[34] = 'F';

      // initialize constants
      Initialize();

      // initialize transformation
      InitTransform();
   }

   // destructor
   virtual ~ReadPion_Long_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][35];
   double fMax_1[3][35];
   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[35];
   double fVmax[35];
   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[35];

   // 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[43][36];   // weight matrix from layer 0 to 1
   double fWeightMatrix1to2[1][43];   // weight matrix from layer 1 to 2

   double * fWeights[3];
};

inline void ReadPion_Long_TMVA::Initialize()
{
   // build network structure
   fLayers = 3;
   fLayerSize[0] = 36; fWeights[0] = new double[36]; 
   fLayerSize[1] = 43; fWeights[1] = new double[43]; 
   fLayerSize[2] = 1; fWeights[2] = new double[1]; 
   // weight matrix from layer 0 to 1
   fWeightMatrix0to1[0][0] = 0.217401261752832;
   fWeightMatrix0to1[1][0] = 12.6600979222595;
   fWeightMatrix0to1[2][0] = 0.864607921350047;
   fWeightMatrix0to1[3][0] = 2.37337160147483;
   fWeightMatrix0to1[4][0] = -2.21873663324816;
   fWeightMatrix0to1[5][0] = -3.0841022405436;
   fWeightMatrix0to1[6][0] = -4.91386677062544;
   fWeightMatrix0to1[7][0] = 3.6387168974721;
   fWeightMatrix0to1[8][0] = -4.34725288045555;
   fWeightMatrix0to1[9][0] = -3.13569349310202;
   fWeightMatrix0to1[10][0] = -16.7579313805237;
   fWeightMatrix0to1[11][0] = 2.52975199951604;
   fWeightMatrix0to1[12][0] = -3.44575879639088;
   fWeightMatrix0to1[13][0] = -1.09633835464213;
   fWeightMatrix0to1[14][0] = -1.05917005135983;
   fWeightMatrix0to1[15][0] = -2.30642900561961;
   fWeightMatrix0to1[16][0] = -1.0129698358935;
   fWeightMatrix0to1[17][0] = 1.90671665621611;
   fWeightMatrix0to1[18][0] = -1.3391403925038;
   fWeightMatrix0to1[19][0] = 10.168400906939;
   fWeightMatrix0to1[20][0] = -8.03148961382971;
   fWeightMatrix0to1[21][0] = 0.147124409544969;
   fWeightMatrix0to1[22][0] = -0.464534840841629;
   fWeightMatrix0to1[23][0] = -6.25346359100277;
   fWeightMatrix0to1[24][0] = -1.06262736502044;
   fWeightMatrix0to1[25][0] = -2.83613054994661;
   fWeightMatrix0to1[26][0] = 6.20806706994872;
   fWeightMatrix0to1[27][0] = -1.5839104878582;
   fWeightMatrix0to1[28][0] = -5.89476713297815;
   fWeightMatrix0to1[29][0] = 0.133335487135565;
   fWeightMatrix0to1[30][0] = 0.210860905504124;
   fWeightMatrix0to1[31][0] = -3.06681304498373;
   fWeightMatrix0to1[32][0] = 3.52457489409307;
   fWeightMatrix0to1[33][0] = -0.196634624808185;
   fWeightMatrix0to1[34][0] = -4.35820598067531;
   fWeightMatrix0to1[35][0] = -10.7815641048838;
   fWeightMatrix0to1[36][0] = 0.111253012852675;
   fWeightMatrix0to1[37][0] = 1.66587373002476;
   fWeightMatrix0to1[38][0] = 4.37364518116448;
   fWeightMatrix0to1[39][0] = 1.62710013990187;
   fWeightMatrix0to1[40][0] = -3.24095820671234;
   fWeightMatrix0to1[41][0] = -5.18181320135661;
   fWeightMatrix0to1[0][1] = 1.65206125738076;
   fWeightMatrix0to1[1][1] = 18.1978709348918;
   fWeightMatrix0to1[2][1] = -0.820095175424845;
   fWeightMatrix0to1[3][1] = -1.54866272404372;
   fWeightMatrix0to1[4][1] = -2.120212218844;
   fWeightMatrix0to1[5][1] = 0.649004533809005;
   fWeightMatrix0to1[6][1] = -4.96472262110153;
   fWeightMatrix0to1[7][1] = 10.6901628597976;
   fWeightMatrix0to1[8][1] = 12.0953898808346;
   fWeightMatrix0to1[9][1] = -1.31740370184616;
   fWeightMatrix0to1[10][1] = -23.3610384815698;
   fWeightMatrix0to1[11][1] = -8.9286364718459;
   fWeightMatrix0to1[12][1] = -11.3735381493293;
   fWeightMatrix0to1[13][1] = 1.14309971407672;
   fWeightMatrix0to1[14][1] = -1.75696528821761;
   fWeightMatrix0to1[15][1] = -33.2026041186274;
   fWeightMatrix0to1[16][1] = 1.81415867923666;
   fWeightMatrix0to1[17][1] = 0.374115486834736;
   fWeightMatrix0to1[18][1] = -0.238962269654566;
   fWeightMatrix0to1[19][1] = 23.9982542136316;
   fWeightMatrix0to1[20][1] = -40.4060748227699;
   fWeightMatrix0to1[21][1] = 19.9959140082461;
   fWeightMatrix0to1[22][1] = 0.951476324876696;
   fWeightMatrix0to1[23][1] = -2.12313136534064;
   fWeightMatrix0to1[24][1] = 3.34367384296115;
   fWeightMatrix0to1[25][1] = -1.97726774721259;
   fWeightMatrix0to1[26][1] = 9.61979993365631;
   fWeightMatrix0to1[27][1] = -1.8142996187345;
   fWeightMatrix0to1[28][1] = 0.39744158997766;
   fWeightMatrix0to1[29][1] = -1.43355399789267;
   fWeightMatrix0to1[30][1] = -2.36955826486561;
   fWeightMatrix0to1[31][1] = 11.2226010327781;
   fWeightMatrix0to1[32][1] = 7.04322650673515;
   fWeightMatrix0to1[33][1] = 0.958277883622056;
   fWeightMatrix0to1[34][1] = -2.64325143994898;
   fWeightMatrix0to1[35][1] = -10.0211258537789;
   fWeightMatrix0to1[36][1] = -12.449046794322;
   fWeightMatrix0to1[37][1] = 10.3341799262586;
   fWeightMatrix0to1[38][1] = 40.4873901787019;
   fWeightMatrix0to1[39][1] = 1.16120719183388;
   fWeightMatrix0to1[40][1] = -5.12619261392214;
   fWeightMatrix0to1[41][1] = -8.60411352073898;
   fWeightMatrix0to1[0][2] = 1.1453613083291;
   fWeightMatrix0to1[1][2] = -0.178747911527849;
   fWeightMatrix0to1[2][2] = 0.197626273544181;
   fWeightMatrix0to1[3][2] = 0.0936769257613574;
   fWeightMatrix0to1[4][2] = 0.46488728191521;
   fWeightMatrix0to1[5][2] = 0.0825126393980654;
   fWeightMatrix0to1[6][2] = -1.09432800373837;
   fWeightMatrix0to1[7][2] = 0.475292163416759;
   fWeightMatrix0to1[8][2] = 0.322044577804287;
   fWeightMatrix0to1[9][2] = 0.737868674102651;
   fWeightMatrix0to1[10][2] = 0.295091724714605;
   fWeightMatrix0to1[11][2] = 1.5139573333021;
   fWeightMatrix0to1[12][2] = 0.476238803661753;
   fWeightMatrix0to1[13][2] = -0.430651332610978;
   fWeightMatrix0to1[14][2] = -1.18408038271157;
   fWeightMatrix0to1[15][2] = 0.215075775227706;
   fWeightMatrix0to1[16][2] = -0.627574637513557;
   fWeightMatrix0to1[17][2] = 0.0845164981462064;
   fWeightMatrix0to1[18][2] = -0.546580843264819;
   fWeightMatrix0to1[19][2] = -0.224295887673898;
   fWeightMatrix0to1[20][2] = -0.0989366323038577;
   fWeightMatrix0to1[21][2] = 0.781835236116713;
   fWeightMatrix0to1[22][2] = -0.470634515508552;
   fWeightMatrix0to1[23][2] = -0.63808328137345;
   fWeightMatrix0to1[24][2] = -0.0847171447202484;
   fWeightMatrix0to1[25][2] = 0.787977508307987;
   fWeightMatrix0to1[26][2] = -0.205635437542688;
   fWeightMatrix0to1[27][2] = 0.238767806316448;
   fWeightMatrix0to1[28][2] = -0.613366164693522;
   fWeightMatrix0to1[29][2] = -0.826511256987805;
   fWeightMatrix0to1[30][2] = 0.589741869893822;
   fWeightMatrix0to1[31][2] = -0.0600124950692733;
   fWeightMatrix0to1[32][2] = 0.401029109930313;
   fWeightMatrix0to1[33][2] = 0.374053276988172;
   fWeightMatrix0to1[34][2] = -1.01605535104333;
   fWeightMatrix0to1[35][2] = -0.0721684437140456;
   fWeightMatrix0to1[36][2] = -1.12105962047874;
   fWeightMatrix0to1[37][2] = 0.391795395511784;
   fWeightMatrix0to1[38][2] = 0.221874822559444;
   fWeightMatrix0to1[39][2] = 2.5656873937943;
   fWeightMatrix0to1[40][2] = -0.203667219113114;
   fWeightMatrix0to1[41][2] = 0.269210665354639;
   fWeightMatrix0to1[0][3] = -1.71217847320182;
   fWeightMatrix0to1[1][3] = 2.3078248072673;
   fWeightMatrix0to1[2][3] = -1.68168027449275;
   fWeightMatrix0to1[3][3] = 0.249049240014616;
   fWeightMatrix0to1[4][3] = 0.788429969663548;
   fWeightMatrix0to1[5][3] = -1.31009508907414;
   fWeightMatrix0to1[6][3] = 1.25594498891196;
   fWeightMatrix0to1[7][3] = 1.25455116380661;
   fWeightMatrix0to1[8][3] = -0.111903621274557;
   fWeightMatrix0to1[9][3] = 0.885885806277531;
   fWeightMatrix0to1[10][3] = -0.200286686044697;
   fWeightMatrix0to1[11][3] = -2.4395152482519;
   fWeightMatrix0to1[12][3] = -1.87626635756517;
   fWeightMatrix0to1[13][3] = -0.0404120088663845;
   fWeightMatrix0to1[14][3] = 1.4680784851691;
   fWeightMatrix0to1[15][3] = -1.08769292292662;
   fWeightMatrix0to1[16][3] = -1.45165307585252;
   fWeightMatrix0to1[17][3] = -0.0826495192317109;
   fWeightMatrix0to1[18][3] = 0.344638437713739;
   fWeightMatrix0to1[19][3] = 3.59086964687548;
   fWeightMatrix0to1[20][3] = -2.15070170198738;
   fWeightMatrix0to1[21][3] = -1.07774114906326;
   fWeightMatrix0to1[22][3] = 0.0113746758221548;
   fWeightMatrix0to1[23][3] = -0.241510500995298;
   fWeightMatrix0to1[24][3] = -1.36547584536563;
   fWeightMatrix0to1[25][3] = 0.931179805704898;
   fWeightMatrix0to1[26][3] = -2.03218713060104;
   fWeightMatrix0to1[27][3] = -0.265457850070849;
   fWeightMatrix0to1[28][3] = -0.339971413816071;
   fWeightMatrix0to1[29][3] = 0.295498710847977;
   fWeightMatrix0to1[30][3] = 2.18307514848385;
   fWeightMatrix0to1[31][3] = 0.322319213574443;
   fWeightMatrix0to1[32][3] = -4.6545339360971;
   fWeightMatrix0to1[33][3] = -0.501254329924989;
   fWeightMatrix0to1[34][3] = 2.25442461043672;
   fWeightMatrix0to1[35][3] = 0.0543654432235217;
   fWeightMatrix0to1[36][3] = 4.42352290522369;
   fWeightMatrix0to1[37][3] = -2.52090676003916;
   fWeightMatrix0to1[38][3] = 1.80931812228427;
   fWeightMatrix0to1[39][3] = -0.611117452950601;
   fWeightMatrix0to1[40][3] = 0.0984262833167222;
   fWeightMatrix0to1[41][3] = 0.752052841267972;
   fWeightMatrix0to1[0][4] = 0.810083183780095;
   fWeightMatrix0to1[1][4] = -1.46539038321746;
   fWeightMatrix0to1[2][4] = 0.30468790981893;
   fWeightMatrix0to1[3][4] = 0.703310664074428;
   fWeightMatrix0to1[4][4] = 0.858075386395012;
   fWeightMatrix0to1[5][4] = 0.0406410408164835;
   fWeightMatrix0to1[6][4] = -1.40044475174881;
   fWeightMatrix0to1[7][4] = -2.33110733391673;
   fWeightMatrix0to1[8][4] = -0.360116560409217;
   fWeightMatrix0to1[9][4] = 0.0769727994702522;
   fWeightMatrix0to1[10][4] = 1.43818485572869;
   fWeightMatrix0to1[11][4] = 2.43014785749731;
   fWeightMatrix0to1[12][4] = -1.20114914276789;
   fWeightMatrix0to1[13][4] = 1.6473623949428;
   fWeightMatrix0to1[14][4] = 2.01518739777716;
   fWeightMatrix0to1[15][4] = -0.682825169529545;
   fWeightMatrix0to1[16][4] = 0.0163970397608985;
   fWeightMatrix0to1[17][4] = -0.00287971322381802;
   fWeightMatrix0to1[18][4] = 0.148774662895486;
   fWeightMatrix0to1[19][4] = 1.74733467044312;
   fWeightMatrix0to1[20][4] = 0.0681558098757804;
   fWeightMatrix0to1[21][4] = 1.4333085763984;
   fWeightMatrix0to1[22][4] = -0.201328220506194;
   fWeightMatrix0to1[23][4] = -0.214864890556841;
   fWeightMatrix0to1[24][4] = -1.28519947339429;
   fWeightMatrix0to1[25][4] = -1.88451347302986;
   fWeightMatrix0to1[26][4] = 2.39675788472018;
   fWeightMatrix0to1[27][4] = 0.624786985534621;
   fWeightMatrix0to1[28][4] = -0.75912543505655;
   fWeightMatrix0to1[29][4] = 1.29417135869074;
   fWeightMatrix0to1[30][4] = -1.53346801154967;
   fWeightMatrix0to1[31][4] = -0.0590862599202906;
   fWeightMatrix0to1[32][4] = 2.10481490917678;
   fWeightMatrix0to1[33][4] = 0.311307064066669;
   fWeightMatrix0to1[34][4] = -3.53698039877227;
   fWeightMatrix0to1[35][4] = -0.282505185824555;
   fWeightMatrix0to1[36][4] = -3.43998860004937;
   fWeightMatrix0to1[37][4] = 1.29963182070718;
   fWeightMatrix0to1[38][4] = -0.801887600195827;
   fWeightMatrix0to1[39][4] = -0.656007026922403;
   fWeightMatrix0to1[40][4] = -1.96809274089869;
   fWeightMatrix0to1[41][4] = -1.64146309945975;
   fWeightMatrix0to1[0][5] = 0.282526267971686;
   fWeightMatrix0to1[1][5] = -4.86900730549776;
   fWeightMatrix0to1[2][5] = -1.80618645263109;
   fWeightMatrix0to1[3][5] = -6.54285258969297;
   fWeightMatrix0to1[4][5] = -0.204476600499256;
   fWeightMatrix0to1[5][5] = 1.14202603021212;
   fWeightMatrix0to1[6][5] = 10.3797302100741;
   fWeightMatrix0to1[7][5] = 7.16502571732852;
   fWeightMatrix0to1[8][5] = -12.5560864827287;
   fWeightMatrix0to1[9][5] = -6.0843435234347;
   fWeightMatrix0to1[10][5] = 0.143680965606674;
   fWeightMatrix0to1[11][5] = -1.32796113483335;
   fWeightMatrix0to1[12][5] = -1.81775978069287;
   fWeightMatrix0to1[13][5] = 2.2784505687441;
   fWeightMatrix0to1[14][5] = 2.15906172582976;
   fWeightMatrix0to1[15][5] = -23.6894535334613;
   fWeightMatrix0to1[16][5] = 0.876886072112357;
   fWeightMatrix0to1[17][5] = -0.412175285345234;
   fWeightMatrix0to1[18][5] = -3.99188878260982;
   fWeightMatrix0to1[19][5] = -6.8183507648041;
   fWeightMatrix0to1[20][5] = 4.20502230672483;
   fWeightMatrix0to1[21][5] = 1.63205010928109;
   fWeightMatrix0to1[22][5] = 1.30541243430745;
   fWeightMatrix0to1[23][5] = -5.26145553119645;
   fWeightMatrix0to1[24][5] = 1.86035246610988;
   fWeightMatrix0to1[25][5] = -1.50166200128275;
   fWeightMatrix0to1[26][5] = -9.37117400871642;
   fWeightMatrix0to1[27][5] = -0.5101021676395;
   fWeightMatrix0to1[28][5] = -5.622176730161;
   fWeightMatrix0to1[29][5] = -1.16840272849473;
   fWeightMatrix0to1[30][5] = -5.35251238686803;
   fWeightMatrix0to1[31][5] = 0.204573593985436;
   fWeightMatrix0to1[32][5] = -4.45376484208551;
   fWeightMatrix0to1[33][5] = -1.78387340610139;
   fWeightMatrix0to1[34][5] = -1.82845634625761;
   fWeightMatrix0to1[35][5] = 17.368863334619;
   fWeightMatrix0to1[36][5] = -8.61949051143091;
   fWeightMatrix0to1[37][5] = -5.20990338755422;
   fWeightMatrix0to1[38][5] = 6.78445912623703;
   fWeightMatrix0to1[39][5] = -1.44742471924653;
   fWeightMatrix0to1[40][5] = -15.8371933822446;
   fWeightMatrix0to1[41][5] = 0.737808458392985;
   fWeightMatrix0to1[0][6] = -1.3784844578627;
   fWeightMatrix0to1[1][6] = 0.451815006580618;
   fWeightMatrix0to1[2][6] = -0.0827331990330678;
   fWeightMatrix0to1[3][6] = -1.48747631137627;
   fWeightMatrix0to1[4][6] = -1.11792028898092;
   fWeightMatrix0to1[5][6] = 0.4032110287065;
   fWeightMatrix0to1[6][6] = 1.09995631403792;
   fWeightMatrix0to1[7][6] = -0.163050388895945;
   fWeightMatrix0to1[8][6] = -0.54012006955524;
   fWeightMatrix0to1[9][6] = -1.51338070900687;
   fWeightMatrix0to1[10][6] = 0.380626682949673;
   fWeightMatrix0to1[11][6] = -1.66280291780718;
   fWeightMatrix0to1[12][6] = -1.46859608948174;
   fWeightMatrix0to1[13][6] = 0.105782836219167;
   fWeightMatrix0to1[14][6] = -2.05277252287436;
   fWeightMatrix0to1[15][6] = -0.502294263614939;
   fWeightMatrix0to1[16][6] = 0.654056770934931;
   fWeightMatrix0to1[17][6] = 0.134617983482315;
   fWeightMatrix0to1[18][6] = 0.371318056424804;
   fWeightMatrix0to1[19][6] = -0.410589383762201;
   fWeightMatrix0to1[20][6] = -0.0240468817642998;
   fWeightMatrix0to1[21][6] = -0.887870383064294;
   fWeightMatrix0to1[22][6] = 0.938551746432855;
   fWeightMatrix0to1[23][6] = 0.924945384682677;
   fWeightMatrix0to1[24][6] = 1.16099066324082;
   fWeightMatrix0to1[25][6] = 2.98885110823475;
   fWeightMatrix0to1[26][6] = 0.572071172818999;
   fWeightMatrix0to1[27][6] = -0.661284474963693;
   fWeightMatrix0to1[28][6] = -0.680159727061421;
   fWeightMatrix0to1[29][6] = -0.684410720225263;
   fWeightMatrix0to1[30][6] = -0.903430890519718;
   fWeightMatrix0to1[31][6] = -1.45757136747644;
   fWeightMatrix0to1[32][6] = -0.42054454129084;
   fWeightMatrix0to1[33][6] = -0.378525976815265;
   fWeightMatrix0to1[34][6] = 0.587827658261093;
   fWeightMatrix0to1[35][6] = 1.06792331421144;
   fWeightMatrix0to1[36][6] = -1.5361278598484;
   fWeightMatrix0to1[37][6] = 3.10870323523452;
   fWeightMatrix0to1[38][6] = -1.33760175355128;
   fWeightMatrix0to1[39][6] = 1.82067455918511;
   fWeightMatrix0to1[40][6] = 2.14667045906228;
   fWeightMatrix0to1[41][6] = 1.9161336278241;
   fWeightMatrix0to1[0][7] = -0.242087081598058;
   fWeightMatrix0to1[1][7] = -0.0911006448385852;
   fWeightMatrix0to1[2][7] = -0.0518414697026796;
   fWeightMatrix0to1[3][7] = -0.704018375120549;
   fWeightMatrix0to1[4][7] = 0.142277242959277;
   fWeightMatrix0to1[5][7] = 0.697446816758792;
   fWeightMatrix0to1[6][7] = 1.16332754141276;
   fWeightMatrix0to1[7][7] = -0.705015535846864;
   fWeightMatrix0to1[8][7] = -0.428264324586672;
   fWeightMatrix0to1[9][7] = 0.156362233081407;
   fWeightMatrix0to1[10][7] = 0.219950661565657;
   fWeightMatrix0to1[11][7] = -0.896120195811675;
   fWeightMatrix0to1[12][7] = -0.049692029068244;
   fWeightMatrix0to1[13][7] = -0.611859092837204;
   fWeightMatrix0to1[14][7] = -1.35872413490304;
   fWeightMatrix0to1[15][7] = -0.328656597473237;
   fWeightMatrix0to1[16][7] = 0.843635462335239;
   fWeightMatrix0to1[17][7] = -0.305849248576695;
   fWeightMatrix0to1[18][7] = -0.0772886490840203;
   fWeightMatrix0to1[19][7] = 0.683945360886453;
   fWeightMatrix0to1[20][7] = -0.0839910058029718;
   fWeightMatrix0to1[21][7] = -0.260045245853634;
   fWeightMatrix0to1[22][7] = 1.15084147404935;
   fWeightMatrix0to1[23][7] = 0.620597513426059;
   fWeightMatrix0to1[24][7] = 0.0805035593688813;
   fWeightMatrix0to1[25][7] = -0.577270170110529;
   fWeightMatrix0to1[26][7] = -1.93168647015189;
   fWeightMatrix0to1[27][7] = -0.389968684685033;
   fWeightMatrix0to1[28][7] = 1.56882517545769;
   fWeightMatrix0to1[29][7] = -0.467345629054558;
   fWeightMatrix0to1[30][7] = -0.304159493195747;
   fWeightMatrix0to1[31][7] = 0.670501599113745;
   fWeightMatrix0to1[32][7] = -0.406011330405467;
   fWeightMatrix0to1[33][7] = 0.335496214424308;
   fWeightMatrix0to1[34][7] = -0.885906248446377;
   fWeightMatrix0to1[35][7] = -0.0830395104862054;
   fWeightMatrix0to1[36][7] = 0.108620528818466;
   fWeightMatrix0to1[37][7] = 0.22165558199134;
   fWeightMatrix0to1[38][7] = -0.204404795432756;
   fWeightMatrix0to1[39][7] = -1.10753357188855;
   fWeightMatrix0to1[40][7] = -0.462338773347619;
   fWeightMatrix0to1[41][7] = 0.229859812811505;
   fWeightMatrix0to1[0][8] = 2.48056249393429;
   fWeightMatrix0to1[1][8] = -2.36397242478365;
   fWeightMatrix0to1[2][8] = 0.935226606859986;
   fWeightMatrix0to1[3][8] = 0.0181543176868313;
   fWeightMatrix0to1[4][8] = -1.10227197367938;
   fWeightMatrix0to1[5][8] = -2.5973747310208;
   fWeightMatrix0to1[6][8] = -2.27491104426848;
   fWeightMatrix0to1[7][8] = -2.65628030627801;
   fWeightMatrix0to1[8][8] = 0.424081885803349;
   fWeightMatrix0to1[9][8] = -0.391994717404541;
   fWeightMatrix0to1[10][8] = -1.03026624270511;
   fWeightMatrix0to1[11][8] = 0.134694629949538;
   fWeightMatrix0to1[12][8] = 1.8799780726859;
   fWeightMatrix0to1[13][8] = -1.02374233821943;
   fWeightMatrix0to1[14][8] = 0.689935469793981;
   fWeightMatrix0to1[15][8] = 0.807607967988375;
   fWeightMatrix0to1[16][8] = 0.502016192214737;
   fWeightMatrix0to1[17][8] = -0.319229148717195;
   fWeightMatrix0to1[18][8] = -0.583107977786303;
   fWeightMatrix0to1[19][8] = -1.21424408049616;
   fWeightMatrix0to1[20][8] = 1.37248262728997;
   fWeightMatrix0to1[21][8] = 0.728050478527572;
   fWeightMatrix0to1[22][8] = -0.543268865939373;
   fWeightMatrix0to1[23][8] = -0.307262870427087;
   fWeightMatrix0to1[24][8] = -0.776776065203798;
   fWeightMatrix0to1[25][8] = -0.775424124020424;
   fWeightMatrix0to1[26][8] = 3.03642467571992;
   fWeightMatrix0to1[27][8] = -0.119540445939365;
   fWeightMatrix0to1[28][8] = -1.34344354348972;
   fWeightMatrix0to1[29][8] = -1.15225896881508;
   fWeightMatrix0to1[30][8] = -1.11771957400471;
   fWeightMatrix0to1[31][8] = 0.0612375844691416;
   fWeightMatrix0to1[32][8] = 2.22234471773668;
   fWeightMatrix0to1[33][8] = 0.330327894658078;
   fWeightMatrix0to1[34][8] = -0.133760352655877;
   fWeightMatrix0to1[35][8] = -0.0396222416969514;
   fWeightMatrix0to1[36][8] = -4.11631861087217;
   fWeightMatrix0to1[37][8] = 1.97873266630945;
   fWeightMatrix0to1[38][8] = -1.61541993559518;
   fWeightMatrix0to1[39][8] = 0.643916009765184;
   fWeightMatrix0to1[40][8] = -0.224646906006468;
   fWeightMatrix0to1[41][8] = -0.580972379931435;
   fWeightMatrix0to1[0][9] = 1.48830579611692;
   fWeightMatrix0to1[1][9] = 0.0398789150729117;
   fWeightMatrix0to1[2][9] = -0.0936047611231901;
   fWeightMatrix0to1[3][9] = -0.524129652992619;
   fWeightMatrix0to1[4][9] = -1.11466217786942;
   fWeightMatrix0to1[5][9] = -0.50009462859681;
   fWeightMatrix0to1[6][9] = 1.57011097120394;
   fWeightMatrix0to1[7][9] = 0.323461365854271;
   fWeightMatrix0to1[8][9] = -0.681397151162588;
   fWeightMatrix0to1[9][9] = -0.831338845834806;
   fWeightMatrix0to1[10][9] = -0.492229675994026;
   fWeightMatrix0to1[11][9] = -0.524331335669336;
   fWeightMatrix0to1[12][9] = -0.033719902225239;
   fWeightMatrix0to1[13][9] = 0.75837601710437;
   fWeightMatrix0to1[14][9] = -2.26178650145033;
   fWeightMatrix0to1[15][9] = -0.520355186428822;
   fWeightMatrix0to1[16][9] = 0.62513900759001;
   fWeightMatrix0to1[17][9] = -0.313531152074355;
   fWeightMatrix0to1[18][9] = 0.276065184698291;
   fWeightMatrix0to1[19][9] = -0.6651773109765;
   fWeightMatrix0to1[20][9] = 0.646901947227011;
   fWeightMatrix0to1[21][9] = -0.0824948678925766;
   fWeightMatrix0to1[22][9] = 0.761597437773273;
   fWeightMatrix0to1[23][9] = 1.36528211050912;
   fWeightMatrix0to1[24][9] = 0.00449109052603179;
   fWeightMatrix0to1[25][9] = 1.12001940175417;
   fWeightMatrix0to1[26][9] = -0.547956227075654;
   fWeightMatrix0to1[27][9] = -0.378423052091138;
   fWeightMatrix0to1[28][9] = 0.928022326191872;
   fWeightMatrix0to1[29][9] = 0.712398938820717;
   fWeightMatrix0to1[30][9] = -1.51082245526568;
   fWeightMatrix0to1[31][9] = -0.231765788598606;
   fWeightMatrix0to1[32][9] = -0.195075167401173;
   fWeightMatrix0to1[33][9] = -0.0950011664984429;
   fWeightMatrix0to1[34][9] = 0.785060791136077;
   fWeightMatrix0to1[35][9] = 0.619611509458171;
   fWeightMatrix0to1[36][9] = -1.01964537740978;
   fWeightMatrix0to1[37][9] = 3.24470127990586;
   fWeightMatrix0to1[38][9] = -0.643743184159088;
   fWeightMatrix0to1[39][9] = 1.1278835872113;
   fWeightMatrix0to1[40][9] = -0.257402951273269;
   fWeightMatrix0to1[41][9] = 0.0392519216370817;
   fWeightMatrix0to1[0][10] = -0.513650545231748;
   fWeightMatrix0to1[1][10] = -0.748574228799716;
   fWeightMatrix0to1[2][10] = 1.14144947366356;
   fWeightMatrix0to1[3][10] = 0.144610532108445;
   fWeightMatrix0to1[4][10] = 0.341011585608384;
   fWeightMatrix0to1[5][10] = 0.822680162079401;
   fWeightMatrix0to1[6][10] = 1.71769536790544;
   fWeightMatrix0to1[7][10] = 0.724808648412253;
   fWeightMatrix0to1[8][10] = -0.347203744106394;
   fWeightMatrix0to1[9][10] = -0.147940574864568;
   fWeightMatrix0to1[10][10] = -0.820799645621396;
   fWeightMatrix0to1[11][10] = -1.38816052780312;
   fWeightMatrix0to1[12][10] = 1.49873359676211;
   fWeightMatrix0to1[13][10] = -1.98068158354087;
   fWeightMatrix0to1[14][10] = 1.65441790974688;
   fWeightMatrix0to1[15][10] = 1.01187892011478;
   fWeightMatrix0to1[16][10] = 0.652763006505745;
   fWeightMatrix0to1[17][10] = -0.00397503415273727;
   fWeightMatrix0to1[18][10] = -0.254090909745553;
   fWeightMatrix0to1[19][10] = -1.53455594939825;
   fWeightMatrix0to1[20][10] = 0.63149516504556;
   fWeightMatrix0to1[21][10] = -1.31958588059379;
   fWeightMatrix0to1[22][10] = -0.111385972768088;
   fWeightMatrix0to1[23][10] = -0.221536897264856;
   fWeightMatrix0to1[24][10] = 1.45639080890031;
   fWeightMatrix0to1[25][10] = -0.626236155967277;
   fWeightMatrix0to1[26][10] = 2.0389330928365;
   fWeightMatrix0to1[27][10] = -0.394532074958447;
   fWeightMatrix0to1[28][10] = 4.0464821134729;
   fWeightMatrix0to1[29][10] = -0.95952075646027;
   fWeightMatrix0to1[30][10] = 2.10940005594584;
   fWeightMatrix0to1[31][10] = 0.128336451346785;
   fWeightMatrix0to1[32][10] = -4.36329923569685;
   fWeightMatrix0to1[33][10] = 0.535757470765977;
   fWeightMatrix0to1[34][10] = 1.14371521480071;
   fWeightMatrix0to1[35][10] = -0.729267701648625;
   fWeightMatrix0to1[36][10] = 0.522284580429061;
   fWeightMatrix0to1[37][10] = -2.97717465823537;
   fWeightMatrix0to1[38][10] = 1.21352681335427;
   fWeightMatrix0to1[39][10] = 1.56839677515262;
   fWeightMatrix0to1[40][10] = -0.493854638632297;
   fWeightMatrix0to1[41][10] = -0.545128456327028;
   fWeightMatrix0to1[0][11] = 1.02809769465127;
   fWeightMatrix0to1[1][11] = 1.25669882340814;
   fWeightMatrix0to1[2][11] = -0.117698310015235;
   fWeightMatrix0to1[3][11] = -0.315232142664982;
   fWeightMatrix0to1[4][11] = -0.0546441467133573;
   fWeightMatrix0to1[5][11] = 0.0361760391741685;
   fWeightMatrix0to1[6][11] = 0.190890519078836;
   fWeightMatrix0to1[7][11] = 0.587589297868558;
   fWeightMatrix0to1[8][11] = -0.230644341705539;
   fWeightMatrix0to1[9][11] = 0.487763854502501;
   fWeightMatrix0to1[10][11] = -8.92227740077203;
   fWeightMatrix0to1[11][11] = 2.36064303213899;
   fWeightMatrix0to1[12][11] = -0.0493886815990928;
   fWeightMatrix0to1[13][11] = 1.91184106401812;
   fWeightMatrix0to1[14][11] = -0.365014146406398;
   fWeightMatrix0to1[15][11] = -0.686074920397859;
   fWeightMatrix0to1[16][11] = -0.0703903039065646;
   fWeightMatrix0to1[17][11] = 0.78051720211244;
   fWeightMatrix0to1[18][11] = -0.186697041733969;
   fWeightMatrix0to1[19][11] = 0.511684827073856;
   fWeightMatrix0to1[20][11] = 0.0401460961584228;
   fWeightMatrix0to1[21][11] = 3.64623827386462;
   fWeightMatrix0to1[22][11] = 0.00756224210209874;
   fWeightMatrix0to1[23][11] = -0.899181766721231;
   fWeightMatrix0to1[24][11] = -2.71608038961632;
   fWeightMatrix0to1[25][11] = -0.625186952173936;
   fWeightMatrix0to1[26][11] = 0.53859869721998;
   fWeightMatrix0to1[27][11] = 0.323007389697799;
   fWeightMatrix0to1[28][11] = 0.0678159831375614;
   fWeightMatrix0to1[29][11] = -1.52229590688963;
   fWeightMatrix0to1[30][11] = -0.544194702902578;
   fWeightMatrix0to1[31][11] = 0.110946229649928;
   fWeightMatrix0to1[32][11] = -0.923493644007915;
   fWeightMatrix0to1[33][11] = -0.0433392951578259;
   fWeightMatrix0to1[34][11] = 0.882690285468313;
   fWeightMatrix0to1[35][11] = -0.110322582973968;
   fWeightMatrix0to1[36][11] = 1.79064481517211;
   fWeightMatrix0to1[37][11] = 0.655790143282117;
   fWeightMatrix0to1[38][11] = -8.60797049567845;
   fWeightMatrix0to1[39][11] = 1.28072470554935;
   fWeightMatrix0to1[40][11] = 0.156763753401401;
   fWeightMatrix0to1[41][11] = -0.0560363738877296;
   fWeightMatrix0to1[0][12] = 0.46956784975673;
   fWeightMatrix0to1[1][12] = -5.66251536441033;
   fWeightMatrix0to1[2][12] = -0.15335387791765;
   fWeightMatrix0to1[3][12] = -2.88657553566699;
   fWeightMatrix0to1[4][12] = -0.163539408160377;
   fWeightMatrix0to1[5][12] = -0.111609756038161;
   fWeightMatrix0to1[6][12] = 1.10727552739798;
   fWeightMatrix0to1[7][12] = -0.385554485784738;
   fWeightMatrix0to1[8][12] = -0.227781670266107;
   fWeightMatrix0to1[9][12] = -0.889955058663453;
   fWeightMatrix0to1[10][12] = 0.735852961698081;
   fWeightMatrix0to1[11][12] = -3.7140269483162;
   fWeightMatrix0to1[12][12] = 0.176220918712272;
   fWeightMatrix0to1[13][12] = 0.530843910053108;
   fWeightMatrix0to1[14][12] = 0.245293407250418;
   fWeightMatrix0to1[15][12] = 0.151054863005033;
   fWeightMatrix0to1[16][12] = 0.0429858680170842;
   fWeightMatrix0to1[17][12] = -0.482662360169395;
   fWeightMatrix0to1[18][12] = -0.306837970582858;
   fWeightMatrix0to1[19][12] = -6.29542790399076;
   fWeightMatrix0to1[20][12] = 4.34958480807292;
   fWeightMatrix0to1[21][12] = 1.87670838738898;
   fWeightMatrix0to1[22][12] = -0.355729008065764;
   fWeightMatrix0to1[23][12] = 1.3999472263251;
   fWeightMatrix0to1[24][12] = -0.103295494505182;
   fWeightMatrix0to1[25][12] = -1.93989020652199;
   fWeightMatrix0to1[26][12] = -0.420079381084571;
   fWeightMatrix0to1[27][12] = -0.799792380673818;
   fWeightMatrix0to1[28][12] = -1.51754451514938;
   fWeightMatrix0to1[29][12] = 0.476720386392624;
   fWeightMatrix0to1[30][12] = 0.377369306623169;
   fWeightMatrix0to1[31][12] = -0.396558482788037;
   fWeightMatrix0to1[32][12] = 0.940169607396692;
   fWeightMatrix0to1[33][12] = -2.01577162431049;
   fWeightMatrix0to1[34][12] = 0.0216850463378766;
   fWeightMatrix0to1[35][12] = 0.23279192524993;
   fWeightMatrix0to1[36][12] = -4.12833463534503;
   fWeightMatrix0to1[37][12] = -1.06534276750823;
   fWeightMatrix0to1[38][12] = 4.07525652141563;
   fWeightMatrix0to1[39][12] = -1.93406630168084;
   fWeightMatrix0to1[40][12] = 0.547353165768689;
   fWeightMatrix0to1[41][12] = 0.392124149192262;
   fWeightMatrix0to1[0][13] = -1.8755265189756;
   fWeightMatrix0to1[1][13] = -0.849320950585665;
   fWeightMatrix0to1[2][13] = 0.00812693726747185;
   fWeightMatrix0to1[3][13] = 0.170751304711499;
   fWeightMatrix0to1[4][13] = 0.407298203927738;
   fWeightMatrix0to1[5][13] = -0.291760994225265;
   fWeightMatrix0to1[6][13] = 0.940042598501101;
   fWeightMatrix0to1[7][13] = 1.10695578007586;
   fWeightMatrix0to1[8][13] = 0.275969028773413;
   fWeightMatrix0to1[9][13] = -0.236535647758585;
   fWeightMatrix0to1[10][13] = 0.172922711218679;
   fWeightMatrix0to1[11][13] = -4.97160837631109;
   fWeightMatrix0to1[12][13] = 0.0233514166655926;
   fWeightMatrix0to1[13][13] = -0.174359640536897;
   fWeightMatrix0to1[14][13] = 1.08067122336246;
   fWeightMatrix0to1[15][13] = -0.35127984647708;
   fWeightMatrix0to1[16][13] = 0.126639301298808;
   fWeightMatrix0to1[17][13] = -0.556715120571591;
   fWeightMatrix0to1[18][13] = 0.560337703929783;
   fWeightMatrix0to1[19][13] = 0.190548811573295;
   fWeightMatrix0to1[20][13] = 0.0898204144053127;
   fWeightMatrix0to1[21][13] = -3.66984966478139;
   fWeightMatrix0to1[22][13] = -0.434028439898413;
   fWeightMatrix0to1[23][13] = 0.251891873644494;
   fWeightMatrix0to1[24][13] = 1.5776897704926;
   fWeightMatrix0to1[25][13] = -0.340187133800635;
   fWeightMatrix0to1[26][13] = 0.414910639962383;
   fWeightMatrix0to1[27][13] = 0.146385773646653;
   fWeightMatrix0to1[28][13] = -0.348085036310971;
   fWeightMatrix0to1[29][13] = -1.07546378360785;
   fWeightMatrix0to1[30][13] = -0.0889513418231269;
   fWeightMatrix0to1[31][13] = 0.0235027600540028;
   fWeightMatrix0to1[32][13] = -0.169202584203456;
   fWeightMatrix0to1[33][13] = -0.0387465154777499;
   fWeightMatrix0to1[34][13] = 0.732674591201602;
   fWeightMatrix0to1[35][13] = -0.340095012643894;
   fWeightMatrix0to1[36][13] = -1.02062937838133;
   fWeightMatrix0to1[37][13] = -0.467369782195604;
   fWeightMatrix0to1[38][13] = -3.18296882315287;
   fWeightMatrix0to1[39][13] = -1.36982495478103;
   fWeightMatrix0to1[40][13] = -0.201151812026638;
   fWeightMatrix0to1[41][13] = -0.161635210620408;
   fWeightMatrix0to1[0][14] = 0.376013421949166;
   fWeightMatrix0to1[1][14] = -0.332061790715124;
   fWeightMatrix0to1[2][14] = -1.43357256393633;
   fWeightMatrix0to1[3][14] = 1.93289690426181;
   fWeightMatrix0to1[4][14] = -5.13514692455511;
   fWeightMatrix0to1[5][14] = -1.4363426751264;
   fWeightMatrix0to1[6][14] = 4.90880627467757;
   fWeightMatrix0to1[7][14] = -0.727235229355265;
   fWeightMatrix0to1[8][14] = -1.00662429245719;
   fWeightMatrix0to1[9][14] = -1.70794955326592;
   fWeightMatrix0to1[10][14] = -0.799011923428149;
   fWeightMatrix0to1[11][14] = -1.74552666421516;
   fWeightMatrix0to1[12][14] = 6.60922893094084;
   fWeightMatrix0to1[13][14] = 3.42641853345744;
   fWeightMatrix0to1[14][14] = 1.39769550071296;
   fWeightMatrix0to1[15][14] = -24.469662066099;
   fWeightMatrix0to1[16][14] = 0.0686550492452642;
   fWeightMatrix0to1[17][14] = -0.323248596779195;
   fWeightMatrix0to1[18][14] = 0.119386654025937;
   fWeightMatrix0to1[19][14] = -8.08140309043741;
   fWeightMatrix0to1[20][14] = -5.00123206189398;
   fWeightMatrix0to1[21][14] = -2.68785402380312;
   fWeightMatrix0to1[22][14] = -0.236491204024183;
   fWeightMatrix0to1[23][14] = -2.48139348113365;
   fWeightMatrix0to1[24][14] = -0.183250423453564;
   fWeightMatrix0to1[25][14] = 0.0483972530397366;
   fWeightMatrix0to1[26][14] = -12.7220713698506;
   fWeightMatrix0to1[27][14] = 1.83930298012471;
   fWeightMatrix0to1[28][14] = 0.702006451995424;
   fWeightMatrix0to1[29][14] = 1.67761858264198;
   fWeightMatrix0to1[30][14] = -4.28942791565315;
   fWeightMatrix0to1[31][14] = -6.82058772616735;
   fWeightMatrix0to1[32][14] = 4.92908562575149;
   fWeightMatrix0to1[33][14] = -0.768120683874773;
   fWeightMatrix0to1[34][14] = 1.26064528213066;
   fWeightMatrix0to1[35][14] = 1.28394758536188;
   fWeightMatrix0to1[36][14] = -1.2316086754411;
   fWeightMatrix0to1[37][14] = -0.67510872309023;
   fWeightMatrix0to1[38][14] = -11.0991781039852;
   fWeightMatrix0to1[39][14] = -0.672351126086552;
   fWeightMatrix0to1[40][14] = -17.4099088410398;
   fWeightMatrix0to1[41][14] = 0.447373251577379;
   fWeightMatrix0to1[0][15] = -2.90581981045404;
   fWeightMatrix0to1[1][15] = -0.702068713877996;
   fWeightMatrix0to1[2][15] = 0.118186156525072;
   fWeightMatrix0to1[3][15] = -0.997799238096136;
   fWeightMatrix0to1[4][15] = 0.246092555696042;
   fWeightMatrix0to1[5][15] = 0.456057359794592;
   fWeightMatrix0to1[6][15] = 0.170664604970221;
   fWeightMatrix0to1[7][15] = 0.687306081053411;
   fWeightMatrix0to1[8][15] = 0.239539786697151;
   fWeightMatrix0to1[9][15] = -4.4836677920899;
   fWeightMatrix0to1[10][15] = 0.649126546333415;
   fWeightMatrix0to1[11][15] = -2.85100626519338;
   fWeightMatrix0to1[12][15] = -0.122378946301633;
   fWeightMatrix0to1[13][15] = 0.00519163372247544;
   fWeightMatrix0to1[14][15] = -1.16760410518508;
   fWeightMatrix0to1[15][15] = -0.197564753231223;
   fWeightMatrix0to1[16][15] = -0.0458878894176541;
   fWeightMatrix0to1[17][15] = 0.217375596121814;
   fWeightMatrix0to1[18][15] = -0.297753002062229;
   fWeightMatrix0to1[19][15] = -0.00489528463860832;
   fWeightMatrix0to1[20][15] = -0.375241340947351;
   fWeightMatrix0to1[21][15] = -0.714943823727861;
   fWeightMatrix0to1[22][15] = -0.0230992022089325;
   fWeightMatrix0to1[23][15] = -0.646524159535109;
   fWeightMatrix0to1[24][15] = 0.509660345059912;
   fWeightMatrix0to1[25][15] = -0.116477662881322;
   fWeightMatrix0to1[26][15] = -0.162632996729585;
   fWeightMatrix0to1[27][15] = -0.252346273687973;
   fWeightMatrix0to1[28][15] = 0.334076410842275;
   fWeightMatrix0to1[29][15] = 0.307434916448864;
   fWeightMatrix0to1[30][15] = 0.857026629443958;
   fWeightMatrix0to1[31][15] = 0.136848211665591;
   fWeightMatrix0to1[32][15] = 0.681430544177423;
   fWeightMatrix0to1[33][15] = -2.46081794330656;
   fWeightMatrix0to1[34][15] = -0.802975430450521;
   fWeightMatrix0to1[35][15] = -0.348978021855172;
   fWeightMatrix0to1[36][15] = 0.0683339922961198;
   fWeightMatrix0to1[37][15] = 0.20049666503032;
   fWeightMatrix0to1[38][15] = 0.712390476851822;
   fWeightMatrix0to1[39][15] = 0.688019666873271;
   fWeightMatrix0to1[40][15] = -0.00184297273670419;
   fWeightMatrix0to1[41][15] = -0.0492210244844894;
   fWeightMatrix0to1[0][16] = 1.05649948069338;
   fWeightMatrix0to1[1][16] = 26.3801864579565;
   fWeightMatrix0to1[2][16] = 1.27639138361673;
   fWeightMatrix0to1[3][16] = -1.63879344790414;
   fWeightMatrix0to1[4][16] = 19.3320946642827;
   fWeightMatrix0to1[5][16] = 4.7437673613842;
   fWeightMatrix0to1[6][16] = -10.5402756186578;
   fWeightMatrix0to1[7][16] = 2.46207214825542;
   fWeightMatrix0to1[8][16] = 26.0221062062019;
   fWeightMatrix0to1[9][16] = -2.12263048203949;
   fWeightMatrix0to1[10][16] = -4.88529715095478;
   fWeightMatrix0to1[11][16] = 2.98827541445812;
   fWeightMatrix0to1[12][16] = -5.0569454084024;
   fWeightMatrix0to1[13][16] = 1.58118117852007;
   fWeightMatrix0to1[14][16] = 1.27255765826825;
   fWeightMatrix0to1[15][16] = 10.4984344381307;
   fWeightMatrix0to1[16][16] = -1.00832870637942;
   fWeightMatrix0to1[17][16] = -2.77610433270985;
   fWeightMatrix0to1[18][16] = 3.10590993393363;
   fWeightMatrix0to1[19][16] = 23.3957997042227;
   fWeightMatrix0to1[20][16] = -8.69300652612691;
   fWeightMatrix0to1[21][16] = -3.3597401484333;
   fWeightMatrix0to1[22][16] = 0.676677816075873;
   fWeightMatrix0to1[23][16] = 3.30321171898108;
   fWeightMatrix0to1[24][16] = -7.73041020130591;
   fWeightMatrix0to1[25][16] = 5.43500289130503;
   fWeightMatrix0to1[26][16] = 5.5812949689761;
   fWeightMatrix0to1[27][16] = -1.1599814057963;
   fWeightMatrix0to1[28][16] = 7.78527316599359;
   fWeightMatrix0to1[29][16] = 2.41223602708502;
   fWeightMatrix0to1[30][16] = 2.15528459442921;
   fWeightMatrix0to1[31][16] = 6.68494960300456;
   fWeightMatrix0to1[32][16] = -3.6436228471321;
   fWeightMatrix0to1[33][16] = 0.444179836207936;
   fWeightMatrix0to1[34][16] = -1.7551289001664;
   fWeightMatrix0to1[35][16] = -15.0779339485039;
   fWeightMatrix0to1[36][16] = 3.71709694211434;
   fWeightMatrix0to1[37][16] = 9.11241174083617;
   fWeightMatrix0to1[38][16] = -6.99790399942332;
   fWeightMatrix0to1[39][16] = 0.715013879949623;
   fWeightMatrix0to1[40][16] = 30.9894180016721;
   fWeightMatrix0to1[41][16] = -6.68004569842538;
   fWeightMatrix0to1[0][17] = -0.83695252427734;
   fWeightMatrix0to1[1][17] = 24.0376639760248;
   fWeightMatrix0to1[2][17] = 0.865481789904211;
   fWeightMatrix0to1[3][17] = -1.37206017253385;
   fWeightMatrix0to1[4][17] = 4.24042172470481;
   fWeightMatrix0to1[5][17] = 4.8162672531792;
   fWeightMatrix0to1[6][17] = -4.55302155020397;
   fWeightMatrix0to1[7][17] = 6.10693006857457;
   fWeightMatrix0to1[8][17] = -9.5438800248321;
   fWeightMatrix0to1[9][17] = -2.92225773231448;
   fWeightMatrix0to1[10][17] = 1.64249193615839;
   fWeightMatrix0to1[11][17] = -3.12013458723258;
   fWeightMatrix0to1[12][17] = -4.36017407866391;
   fWeightMatrix0to1[13][17] = -0.33045430173826;
   fWeightMatrix0to1[14][17] = 1.77132055278578;
   fWeightMatrix0to1[15][17] = 7.26944297860004;
   fWeightMatrix0to1[16][17] = 0.859950529101093;
   fWeightMatrix0to1[17][17] = -1.5429178122489;
   fWeightMatrix0to1[18][17] = 3.80248706298771;
   fWeightMatrix0to1[19][17] = 17.2677128802846;
   fWeightMatrix0to1[20][17] = -30.4329983612861;
   fWeightMatrix0to1[21][17] = 4.80034155412404;
   fWeightMatrix0to1[22][17] = 0.401537811326457;
   fWeightMatrix0to1[23][17] = 3.42610051004125;
   fWeightMatrix0to1[24][17] = -1.24347605923419;
   fWeightMatrix0to1[25][17] = 4.7086955731535;
   fWeightMatrix0to1[26][17] = -3.67928340429495;
   fWeightMatrix0to1[27][17] = 0.0367842574099692;
   fWeightMatrix0to1[28][17] = 0.468735294096401;
   fWeightMatrix0to1[29][17] = 0.719913941783823;
   fWeightMatrix0to1[30][17] = -2.03770786863609;
   fWeightMatrix0to1[31][17] = 29.0848309160922;
   fWeightMatrix0to1[32][17] = 2.65722503975433;
   fWeightMatrix0to1[33][17] = 3.52531396650158;
   fWeightMatrix0to1[34][17] = -0.744931589807997;
   fWeightMatrix0to1[35][17] = 1.02039618272691;
   fWeightMatrix0to1[36][17] = -3.46886345343238;
   fWeightMatrix0to1[37][17] = 10.2830548714494;
   fWeightMatrix0to1[38][17] = 8.31636087099278;
   fWeightMatrix0to1[39][17] = 0.790807912729221;
   fWeightMatrix0to1[40][17] = 23.866055422861;
   fWeightMatrix0to1[41][17] = -21.0847682130138;
   fWeightMatrix0to1[0][18] = -0.163442290808245;
   fWeightMatrix0to1[1][18] = 11.3557544188569;
   fWeightMatrix0to1[2][18] = -1.48164289549652;
   fWeightMatrix0to1[3][18] = 0.452146345573831;
   fWeightMatrix0to1[4][18] = 11.9940022948959;
   fWeightMatrix0to1[5][18] = 1.55765600473535;
   fWeightMatrix0to1[6][18] = -33.6537694190099;
   fWeightMatrix0to1[7][18] = 1.84409281425529;
   fWeightMatrix0to1[8][18] = 78.4071412775675;
   fWeightMatrix0to1[9][18] = 2.49625990746181;
   fWeightMatrix0to1[10][18] = -25.0243455411869;
   fWeightMatrix0to1[11][18] = -5.82301153969855;
   fWeightMatrix0to1[12][18] = -3.72685544267741;
   fWeightMatrix0to1[13][18] = -1.42874976971063;
   fWeightMatrix0to1[14][18] = -1.08475062205577;
   fWeightMatrix0to1[15][18] = 53.716175949044;
   fWeightMatrix0to1[16][18] = 1.9401597475955;
   fWeightMatrix0to1[17][18] = 2.60207543952418;
   fWeightMatrix0to1[18][18] = 2.52045888950632;
   fWeightMatrix0to1[19][18] = 15.7200550451093;
   fWeightMatrix0to1[20][18] = -7.58485432700536;
   fWeightMatrix0to1[21][18] = 8.28640134975355;
   fWeightMatrix0to1[22][18] = 0.0137979899683909;
   fWeightMatrix0to1[23][18] = 5.9333305465285;
   fWeightMatrix0to1[24][18] = -1.74584420127153;
   fWeightMatrix0to1[25][18] = 3.06211974818455;
   fWeightMatrix0to1[26][18] = 43.8384697330365;
   fWeightMatrix0to1[27][18] = -3.41930956654485;
   fWeightMatrix0to1[28][18] = 7.45405573317332;
   fWeightMatrix0to1[29][18] = 0.499106934641858;
   fWeightMatrix0to1[30][18] = -0.453429066735939;
   fWeightMatrix0to1[31][18] = -17.6085959248647;
   fWeightMatrix0to1[32][18] = -2.84405141852801;
   fWeightMatrix0to1[33][18] = 1.71549911258267;
   fWeightMatrix0to1[34][18] = 2.45122624157994;
   fWeightMatrix0to1[35][18] = -47.568882843991;
   fWeightMatrix0to1[36][18] = -13.0936562892162;
   fWeightMatrix0to1[37][18] = 6.58527083506489;
   fWeightMatrix0to1[38][18] = 24.3766572559588;
   fWeightMatrix0to1[39][18] = 0.862226992672532;
   fWeightMatrix0to1[40][18] = 41.2561413687373;
   fWeightMatrix0to1[41][18] = 4.78489071709677;
   fWeightMatrix0to1[0][19] = -0.774545356263463;
   fWeightMatrix0to1[1][19] = -3.12251652577368;
   fWeightMatrix0to1[2][19] = 1.95391916538737;
   fWeightMatrix0to1[3][19] = 0.486763397337582;
   fWeightMatrix0to1[4][19] = 0.522353594645522;
   fWeightMatrix0to1[5][19] = -1.48512562242648;
   fWeightMatrix0to1[6][19] = -17.3647143508227;
   fWeightMatrix0to1[7][19] = 0.0803369637011497;
   fWeightMatrix0to1[8][19] = 25.7848814974835;
   fWeightMatrix0to1[9][19] = 1.81572053990796;
   fWeightMatrix0to1[10][19] = -15.1199052007548;
   fWeightMatrix0to1[11][19] = -4.62171761839733;
   fWeightMatrix0to1[12][19] = 3.65108380977845;
   fWeightMatrix0to1[13][19] = -2.12467572003547;
   fWeightMatrix0to1[14][19] = -1.24205366598134;
   fWeightMatrix0to1[15][19] = 27.2029939135579;
   fWeightMatrix0to1[16][19] = -0.996507733166554;
   fWeightMatrix0to1[17][19] = 0.981715888176625;
   fWeightMatrix0to1[18][19] = -1.64149611729305;
   fWeightMatrix0to1[19][19] = -0.980050918974485;
   fWeightMatrix0to1[20][19] = -5.04111301840569;
   fWeightMatrix0to1[21][19] = 7.13195552335221;
   fWeightMatrix0to1[22][19] = -1.31701240544141;
   fWeightMatrix0to1[23][19] = 3.02502093539755;
   fWeightMatrix0to1[24][19] = 4.95595752315706;
   fWeightMatrix0to1[25][19] = -2.92268733616001;
   fWeightMatrix0to1[26][19] = 15.8834772616331;
   fWeightMatrix0to1[27][19] = -0.840226902295285;
   fWeightMatrix0to1[28][19] = 2.36604398791684;
   fWeightMatrix0to1[29][19] = 0.390737748089084;
   fWeightMatrix0to1[30][19] = 1.36429186078045;
   fWeightMatrix0to1[31][19] = -9.65758467100438;
   fWeightMatrix0to1[32][19] = 1.15891241969427;
   fWeightMatrix0to1[33][19] = 2.23742380119622;
   fWeightMatrix0to1[34][19] = 0.47495877551937;
   fWeightMatrix0to1[35][19] = -13.9289580022819;
   fWeightMatrix0to1[36][19] = -12.5841809086887;
   fWeightMatrix0to1[37][19] = 3.70859637157216;
   fWeightMatrix0to1[38][19] = 18.2181420514614;
   fWeightMatrix0to1[39][19] = 0.332413892911591;
   fWeightMatrix0to1[40][19] = 15.3078191843222;
   fWeightMatrix0to1[41][19] = -0.49549996457322;
   fWeightMatrix0to1[0][20] = -2.42684269759422;
   fWeightMatrix0to1[1][20] = -3.69497400986623;
   fWeightMatrix0to1[2][20] = -1.46492380422594;
   fWeightMatrix0to1[3][20] = 0.834765058973352;
   fWeightMatrix0to1[4][20] = -5.02825519998028;
   fWeightMatrix0to1[5][20] = -0.503379883460441;
   fWeightMatrix0to1[6][20] = -19.1113560444496;
   fWeightMatrix0to1[7][20] = 1.68066209196688;
   fWeightMatrix0to1[8][20] = 20.3064025243124;
   fWeightMatrix0to1[9][20] = 4.90564702818445;
   fWeightMatrix0to1[10][20] = -16.0360527044682;
   fWeightMatrix0to1[11][20] = -4.89699604424747;
   fWeightMatrix0to1[12][20] = 1.52471384377065;
   fWeightMatrix0to1[13][20] = 0.673390317817934;
   fWeightMatrix0to1[14][20] = 0.904372049199655;
   fWeightMatrix0to1[15][20] = -12.0446039967512;
   fWeightMatrix0to1[16][20] = -0.835173403487966;
   fWeightMatrix0to1[17][20] = 0.00624203277413223;
   fWeightMatrix0to1[18][20] = 0.0170909469302422;
   fWeightMatrix0to1[19][20] = 4.53389096720709;
   fWeightMatrix0to1[20][20] = -10.3465306295473;
   fWeightMatrix0to1[21][20] = 12.8792001575821;
   fWeightMatrix0to1[22][20] = -0.19874020591946;
   fWeightMatrix0to1[23][20] = -0.0172656276306769;
   fWeightMatrix0to1[24][20] = 6.56078073926405;
   fWeightMatrix0to1[25][20] = -1.23889007910821;
   fWeightMatrix0to1[26][20] = 10.8183098460405;
   fWeightMatrix0to1[27][20] = -1.82015459582672;
   fWeightMatrix0to1[28][20] = -0.110652482748811;
   fWeightMatrix0to1[29][20] = 2.54095868101357;
   fWeightMatrix0to1[30][20] = -0.0693606531457645;
   fWeightMatrix0to1[31][20] = -8.23115100875122;
   fWeightMatrix0to1[32][20] = 7.45460199309483;
   fWeightMatrix0to1[33][20] = 2.65514557952748;
   fWeightMatrix0to1[34][20] = -4.93500231187028;
   fWeightMatrix0to1[35][20] = 2.38676474320107;
   fWeightMatrix0to1[36][20] = -12.017862863147;
   fWeightMatrix0to1[37][20] = 1.5917963466867;
   fWeightMatrix0to1[38][20] = 20.5132792193887;
   fWeightMatrix0to1[39][20] = 0.536783767238918;
   fWeightMatrix0to1[40][20] = 4.31336641791227;
   fWeightMatrix0to1[41][20] = 1.64452170100857;
   fWeightMatrix0to1[0][21] = -1.88865862005901;
   fWeightMatrix0to1[1][21] = -2.00366984522448;
   fWeightMatrix0to1[2][21] = 0.535999573720992;
   fWeightMatrix0to1[3][21] = -0.974051597036962;
   fWeightMatrix0to1[4][21] = -0.921245607869166;
   fWeightMatrix0to1[5][21] = -0.967466723531204;
   fWeightMatrix0to1[6][21] = 1.87505367339244;
   fWeightMatrix0to1[7][21] = 2.73472090204094;
   fWeightMatrix0to1[8][21] = 16.446558226951;
   fWeightMatrix0to1[9][21] = 2.27471952304247;
   fWeightMatrix0to1[10][21] = 1.40736333244169;
   fWeightMatrix0to1[11][21] = 0.235313485122242;
   fWeightMatrix0to1[12][21] = 1.20206443529248;
   fWeightMatrix0to1[13][21] = 1.01898764131831;
   fWeightMatrix0to1[14][21] = -1.30969232526384;
   fWeightMatrix0to1[15][21] = -2.29630571072416;
   fWeightMatrix0to1[16][21] = -1.05671476637385;
   fWeightMatrix0to1[17][21] = 0.591910280192768;
   fWeightMatrix0to1[18][21] = -0.545554188157801;
   fWeightMatrix0to1[19][21] = -0.598529435033513;
   fWeightMatrix0to1[20][21] = 4.78850587227937;
   fWeightMatrix0to1[21][21] = 0.384813878427548;
   fWeightMatrix0to1[22][21] = 0.52576030371826;
   fWeightMatrix0to1[23][21] = -0.606604375180963;
   fWeightMatrix0to1[24][21] = 2.39738170424562;
   fWeightMatrix0to1[25][21] = 0.0813003827809401;
   fWeightMatrix0to1[26][21] = 1.74686376219802;
   fWeightMatrix0to1[27][21] = 1.14767778435605;
   fWeightMatrix0to1[28][21] = 0.887544454343561;
   fWeightMatrix0to1[29][21] = -1.41405024421253;
   fWeightMatrix0to1[30][21] = 1.65785296136593;
   fWeightMatrix0to1[31][21] = -3.82680669055282;
   fWeightMatrix0to1[32][21] = -0.0649031946389416;
   fWeightMatrix0to1[33][21] = 0.462444098161185;
   fWeightMatrix0to1[34][21] = -2.41717660060319;
   fWeightMatrix0to1[35][21] = 0.81579514011028;
   fWeightMatrix0to1[36][21] = -5.01439943821199;
   fWeightMatrix0to1[37][21] = -2.04732082161666;
   fWeightMatrix0to1[38][21] = -2.69900350172974;
   fWeightMatrix0to1[39][21] = 1.08943463441942;
   fWeightMatrix0to1[40][21] = -0.996842270615687;
   fWeightMatrix0to1[41][21] = 10.0252073180165;
   fWeightMatrix0to1[0][22] = -1.34279849255255;
   fWeightMatrix0to1[1][22] = 1.4251322302575;
   fWeightMatrix0to1[2][22] = -0.590189753719348;
   fWeightMatrix0to1[3][22] = 0.958071972470889;
   fWeightMatrix0to1[4][22] = 2.36798643559863;
   fWeightMatrix0to1[5][22] = 0.895961862839115;
   fWeightMatrix0to1[6][22] = -0.651044140287434;
   fWeightMatrix0to1[7][22] = 0.870521196747076;
   fWeightMatrix0to1[8][22] = 16.7566711993722;
   fWeightMatrix0to1[9][22] = 2.1963497464279;
   fWeightMatrix0to1[10][22] = -1.02264448372309;
   fWeightMatrix0to1[11][22] = 1.3761903246328;
   fWeightMatrix0to1[12][22] = -1.07602027217495;
   fWeightMatrix0to1[13][22] = 0.189378691751388;
   fWeightMatrix0to1[14][22] = -0.633231499065063;
   fWeightMatrix0to1[15][22] = 0.708984771428223;
   fWeightMatrix0to1[16][22] = 2.05094655370914;
   fWeightMatrix0to1[17][22] = -1.43420571836836;
   fWeightMatrix0to1[18][22] = 0.492784897983959;
   fWeightMatrix0to1[19][22] = 1.43250918173843;
   fWeightMatrix0to1[20][22] = 0.389254375050677;
   fWeightMatrix0to1[21][22] = -1.91033314310539;
   fWeightMatrix0to1[22][22] = -0.994922516464968;
   fWeightMatrix0to1[23][22] = -1.19390914338662;
   fWeightMatrix0to1[24][22] = 2.19403467529961;
   fWeightMatrix0to1[25][22] = 0.613364322753784;
   fWeightMatrix0to1[26][22] = -0.994102038934581;
   fWeightMatrix0to1[27][22] = -0.681691359183356;
   fWeightMatrix0to1[28][22] = 0.886627882392588;
   fWeightMatrix0to1[29][22] = -0.539492244565407;
   fWeightMatrix0to1[30][22] = 0.878565646181173;
   fWeightMatrix0to1[31][22] = 2.39564018091333;
   fWeightMatrix0to1[32][22] = -1.57211784240977;
   fWeightMatrix0to1[33][22] = -1.11647664307342;
   fWeightMatrix0to1[34][22] = -0.913976427613307;
   fWeightMatrix0to1[35][22] = -1.32412057247564;
   fWeightMatrix0to1[36][22] = -4.40740264687333;
   fWeightMatrix0to1[37][22] = 0.670580364557384;
   fWeightMatrix0to1[38][22] = 1.29168366036781;
   fWeightMatrix0to1[39][22] = 1.0654067842816;
   fWeightMatrix0to1[40][22] = -0.082195875913523;
   fWeightMatrix0to1[41][22] = 4.29905221137377;
   fWeightMatrix0to1[0][23] = 0.192426842277958;
   fWeightMatrix0to1[1][23] = 0.207595139450831;
   fWeightMatrix0to1[2][23] = -0.0491774961702598;
   fWeightMatrix0to1[3][23] = -0.0881886999591666;
   fWeightMatrix0to1[4][23] = 3.52479767613282;
   fWeightMatrix0to1[5][23] = 0.297003771131279;
   fWeightMatrix0to1[6][23] = -11.0218316378825;
   fWeightMatrix0to1[7][23] = 2.22096724497604;
   fWeightMatrix0to1[8][23] = 12.8850560649914;
   fWeightMatrix0to1[9][23] = 0.33619084879787;
   fWeightMatrix0to1[10][23] = 0.179138140803162;
   fWeightMatrix0to1[11][23] = -6.20782730962704;
   fWeightMatrix0to1[12][23] = -0.698607519986924;
   fWeightMatrix0to1[13][23] = 1.83955490011831;
   fWeightMatrix0to1[14][23] = 0.00383953665291141;
   fWeightMatrix0to1[15][23] = 22.6603670909064;
   fWeightMatrix0to1[16][23] = -0.0838520500877767;
   fWeightMatrix0to1[17][23] = 0.236254781920841;
   fWeightMatrix0to1[18][23] = -0.022207660054066;
   fWeightMatrix0to1[19][23] = 0.0405754268696076;
   fWeightMatrix0to1[20][23] = 0.0607541708656229;
   fWeightMatrix0to1[21][23] = 0.0532186769004505;
   fWeightMatrix0to1[22][23] = -0.00468476453958204;
   fWeightMatrix0to1[23][23] = -0.102368078601667;
   fWeightMatrix0to1[24][23] = 1.00482103458362;
   fWeightMatrix0to1[25][23] = -0.43587299550489;
   fWeightMatrix0to1[26][23] = 9.16482121794415;
   fWeightMatrix0to1[27][23] = 0.440984650787501;
   fWeightMatrix0to1[28][23] = 5.49661269291338;
   fWeightMatrix0to1[29][23] = -0.945357873606152;
   fWeightMatrix0to1[30][23] = -0.203393623624156;
   fWeightMatrix0to1[31][23] = 0.171769037126215;
   fWeightMatrix0to1[32][23] = -2.45752064212782;
   fWeightMatrix0to1[33][23] = -0.348514412288105;
   fWeightMatrix0to1[34][23] = -2.21039455371638;
   fWeightMatrix0to1[35][23] = -0.11491075195184;
   fWeightMatrix0to1[36][23] = -5.37509473564463;
   fWeightMatrix0to1[37][23] = 0.599817104067472;
   fWeightMatrix0to1[38][23] = -0.028253171324047;
   fWeightMatrix0to1[39][23] = 0.157619143110685;
   fWeightMatrix0to1[40][23] = -0.0697227620116996;
   fWeightMatrix0to1[41][23] = 6.57205471330141;
   fWeightMatrix0to1[0][24] = -0.11448208895299;
   fWeightMatrix0to1[1][24] = -2.94326808286855;
   fWeightMatrix0to1[2][24] = -0.0785471583299776;
   fWeightMatrix0to1[3][24] = 1.73522790542859;
   fWeightMatrix0to1[4][24] = 4.48876012103063;
   fWeightMatrix0to1[5][24] = -2.9999205298841;
   fWeightMatrix0to1[6][24] = -2.46189011007428;
   fWeightMatrix0to1[7][24] = 0.0328842407779454;
   fWeightMatrix0to1[8][24] = 15.7550778091382;
   fWeightMatrix0to1[9][24] = -2.28670370490177;
   fWeightMatrix0to1[10][24] = -0.455880043892337;
   fWeightMatrix0to1[11][24] = -0.638009670821162;
   fWeightMatrix0to1[12][24] = 3.69481438760251;
   fWeightMatrix0to1[13][24] = 0.211750171259422;
   fWeightMatrix0to1[14][24] = -0.971182229429716;
   fWeightMatrix0to1[15][24] = 8.11167984549109;
   fWeightMatrix0to1[16][24] = -1.02676543838415;
   fWeightMatrix0to1[17][24] = -0.864355761075371;
   fWeightMatrix0to1[18][24] = -0.155122912700558;
   fWeightMatrix0to1[19][24] = 0.397720045408971;
   fWeightMatrix0to1[20][24] = 1.26454108028862;
   fWeightMatrix0to1[21][24] = -0.430274190769913;
   fWeightMatrix0to1[22][24] = 0.0844292329842755;
   fWeightMatrix0to1[23][24] = 0.174000022499583;
   fWeightMatrix0to1[24][24] = -1.13572694368957;
   fWeightMatrix0to1[25][24] = -3.14527788517174;
   fWeightMatrix0to1[26][24] = -1.64335677255857;
   fWeightMatrix0to1[27][24] = 0.689147268191543;
   fWeightMatrix0to1[28][24] = 2.03787048084146;
   fWeightMatrix0to1[29][24] = 1.3496003757676;
   fWeightMatrix0to1[30][24] = 1.16564186551732;
   fWeightMatrix0to1[31][24] = -13.4386139782265;
   fWeightMatrix0to1[32][24] = -2.33719130349293;
   fWeightMatrix0to1[33][24] = -0.54658726525794;
   fWeightMatrix0to1[34][24] = -0.369768917497997;
   fWeightMatrix0to1[35][24] = -2.82498403197721;
   fWeightMatrix0to1[36][24] = -2.1445213275294;
   fWeightMatrix0to1[37][24] = -2.7491268797795;
   fWeightMatrix0to1[38][24] = -0.366008901517556;
   fWeightMatrix0to1[39][24] = 1.41175722232627;
   fWeightMatrix0to1[40][24] = 0.877019406554696;
   fWeightMatrix0to1[41][24] = 13.533115621244;
   fWeightMatrix0to1[0][25] = -4.61680357498278;
   fWeightMatrix0to1[1][25] = -0.691500069692234;
   fWeightMatrix0to1[2][25] = 0.0239249281763524;
   fWeightMatrix0to1[3][25] = -1.96567817989668;
   fWeightMatrix0to1[4][25] = -7.43963263425257;
   fWeightMatrix0to1[5][25] = -3.62430994098366;
   fWeightMatrix0to1[6][25] = -0.503903262790925;
   fWeightMatrix0to1[7][25] = -0.033243798917657;
   fWeightMatrix0to1[8][25] = 0.541767637776453;
   fWeightMatrix0to1[9][25] = 1.18547882837529;
   fWeightMatrix0to1[10][25] = -0.899470347605091;
   fWeightMatrix0to1[11][25] = 1.12299601490104;
   fWeightMatrix0to1[12][25] = -3.57370034658756;
   fWeightMatrix0to1[13][25] = 1.54460837009601;
   fWeightMatrix0to1[14][25] = 1.99851314906214;
   fWeightMatrix0to1[15][25] = 0.00784654050141474;
   fWeightMatrix0to1[16][25] = 0.0812417827760219;
   fWeightMatrix0to1[17][25] = -0.0440212919008913;
   fWeightMatrix0to1[18][25] = 0.372813153468982;
   fWeightMatrix0to1[19][25] = 0.300477660575279;
   fWeightMatrix0to1[20][25] = -3.95062517451985;
   fWeightMatrix0to1[21][25] = 0.633830862641834;
   fWeightMatrix0to1[22][25] = 0.362818504813912;
   fWeightMatrix0to1[23][25] = -5.8263428115116;
   fWeightMatrix0to1[24][25] = 0.591211104652724;
   fWeightMatrix0to1[25][25] = 0.671479881155917;
   fWeightMatrix0to1[26][25] = -13.6100791661402;
   fWeightMatrix0to1[27][25] = 1.25424657611771;
   fWeightMatrix0to1[28][25] = 0.0409429316064985;
   fWeightMatrix0to1[29][25] = 1.01467943273028;
   fWeightMatrix0to1[30][25] = -1.79668574712847;
   fWeightMatrix0to1[31][25] = -0.780646287753683;
   fWeightMatrix0to1[32][25] = -0.666350307173466;
   fWeightMatrix0to1[33][25] = 0.186603497779962;
   fWeightMatrix0to1[34][25] = 1.21173075912641;
   fWeightMatrix0to1[35][25] = -0.381820309644317;
   fWeightMatrix0to1[36][25] = -0.117312264132017;
   fWeightMatrix0to1[37][25] = -0.00466447298100115;
   fWeightMatrix0to1[38][25] = 0.426530997109879;
   fWeightMatrix0to1[39][25] = -1.16697314509813;
   fWeightMatrix0to1[40][25] = -18.0449704123172;
   fWeightMatrix0to1[41][25] = -2.58799846526956;
   fWeightMatrix0to1[0][26] = 1.10316957079898;
   fWeightMatrix0to1[1][26] = 0.947057220122402;
   fWeightMatrix0to1[2][26] = -0.388037929658916;
   fWeightMatrix0to1[3][26] = 2.15601056433565;
   fWeightMatrix0to1[4][26] = 3.04873502748858;
   fWeightMatrix0to1[5][26] = -0.33494602278777;
   fWeightMatrix0to1[6][26] = -1.04069648187269;
   fWeightMatrix0to1[7][26] = 1.68927039812855;
   fWeightMatrix0to1[8][26] = 14.1828801828471;
   fWeightMatrix0to1[9][26] = 0.42781232684783;
   fWeightMatrix0to1[10][26] = -0.330620033662004;
   fWeightMatrix0to1[11][26] = -1.70248202450805;
   fWeightMatrix0to1[12][26] = -0.721135348314313;
   fWeightMatrix0to1[13][26] = -0.781029941751287;
   fWeightMatrix0to1[14][26] = -0.0352058601164932;
   fWeightMatrix0to1[15][26] = 1.28956617226031;
   fWeightMatrix0to1[16][26] = -1.01949092548692;
   fWeightMatrix0to1[17][26] = -1.43222571275351;
   fWeightMatrix0to1[18][26] = 0.521010409939601;
   fWeightMatrix0to1[19][26] = -0.991572084639976;
   fWeightMatrix0to1[20][26] = -1.86763198752591;
   fWeightMatrix0to1[21][26] = 0.946650928854193;
   fWeightMatrix0to1[22][26] = -0.297133244632534;
   fWeightMatrix0to1[23][26] = 1.92173135282209;
   fWeightMatrix0to1[24][26] = 1.51752265843585;
   fWeightMatrix0to1[25][26] = -0.902844794641516;
   fWeightMatrix0to1[26][26] = -0.513981051969054;
   fWeightMatrix0to1[27][26] = -0.348441096815743;
   fWeightMatrix0to1[28][26] = -1.83158969883428;
   fWeightMatrix0to1[29][26] = 0.972188242596752;
   fWeightMatrix0to1[30][26] = -1.17464502479483;
   fWeightMatrix0to1[31][26] = 8.95590605899982;
   fWeightMatrix0to1[32][26] = 1.50966923959349;
   fWeightMatrix0to1[33][26] = 0.202392503877674;
   fWeightMatrix0to1[34][26] = -2.61660287765507;
   fWeightMatrix0to1[35][26] = 0.238224261476048;
   fWeightMatrix0to1[36][26] = -3.022820583434;
   fWeightMatrix0to1[37][26] = 0.703121103992387;
   fWeightMatrix0to1[38][26] = 1.39165719948611;
   fWeightMatrix0to1[39][26] = 0.526927338600156;
   fWeightMatrix0to1[40][26] = 0.875465043437403;
   fWeightMatrix0to1[41][26] = 1.48717658100024;
   fWeightMatrix0to1[0][27] = 1.42083502447304;
   fWeightMatrix0to1[1][27] = -3.63769927979887;
   fWeightMatrix0to1[2][27] = -0.327600665311704;
   fWeightMatrix0to1[3][27] = 0.789055565555616;
   fWeightMatrix0to1[4][27] = -0.398214869776092;
   fWeightMatrix0to1[5][27] = -2.99386512944016;
   fWeightMatrix0to1[6][27] = 0.903743400822427;
   fWeightMatrix0to1[7][27] = 0.0517540511863616;
   fWeightMatrix0to1[8][27] = -0.967083371212983;
   fWeightMatrix0to1[9][27] = 2.07159811644243;
   fWeightMatrix0to1[10][27] = 0.839750795033088;
   fWeightMatrix0to1[11][27] = 1.91706270220533;
   fWeightMatrix0to1[12][27] = 0.602885575919034;
   fWeightMatrix0to1[13][27] = -1.37110542212023;
   fWeightMatrix0to1[14][27] = 0.80495582532498;
   fWeightMatrix0to1[15][27] = 2.5784035692754;
   fWeightMatrix0to1[16][27] = 0.805283249333274;
   fWeightMatrix0to1[17][27] = -0.941154705769738;
   fWeightMatrix0to1[18][27] = -0.689014541493825;
   fWeightMatrix0to1[19][27] = -1.85260169541145;
   fWeightMatrix0to1[20][27] = 5.24191782274402;
   fWeightMatrix0to1[21][27] = -0.0967012904786868;
   fWeightMatrix0to1[22][27] = 1.02865834648347;
   fWeightMatrix0to1[23][27] = -0.981791374962058;
   fWeightMatrix0to1[24][27] = -2.52294898745203;
   fWeightMatrix0to1[25][27] = -2.94510472239436;
   fWeightMatrix0to1[26][27] = 2.94289460889591;
   fWeightMatrix0to1[27][27] = -0.781384315616975;
   fWeightMatrix0to1[28][27] = 0.225319434816789;
   fWeightMatrix0to1[29][27] = -0.753168672278064;
   fWeightMatrix0to1[30][27] = 2.64235495331706;
   fWeightMatrix0to1[31][27] = -7.08912324142247;
   fWeightMatrix0to1[32][27] = -2.69772170885754;
   fWeightMatrix0to1[33][27] = -0.199335142445157;
   fWeightMatrix0to1[34][27] = 2.10735427096207;
   fWeightMatrix0to1[35][27] = -0.490708576783439;
   fWeightMatrix0to1[36][27] = 0.0130202206318578;
   fWeightMatrix0to1[37][27] = -0.622830901471592;
   fWeightMatrix0to1[38][27] = -1.9669710369241;
   fWeightMatrix0to1[39][27] = -0.42779654008303;
   fWeightMatrix0to1[40][27] = -12.8340799526181;
   fWeightMatrix0to1[41][27] = 3.03191599707519;
   fWeightMatrix0to1[0][28] = -1.53193153083996;
   fWeightMatrix0to1[1][28] = 3.42837631330229;
   fWeightMatrix0to1[2][28] = 0.135116769718571;
   fWeightMatrix0to1[3][28] = -0.809340122223056;
   fWeightMatrix0to1[4][28] = -3.51289512369187;
   fWeightMatrix0to1[5][28] = 0.779748682791829;
   fWeightMatrix0to1[6][28] = -0.515021572027825;
   fWeightMatrix0to1[7][28] = -0.131642638086747;
   fWeightMatrix0to1[8][28] = 0.973156833347801;
   fWeightMatrix0to1[9][28] = -0.200744833762996;
   fWeightMatrix0to1[10][28] = -0.542988505818101;
   fWeightMatrix0to1[11][28] = -1.6610719423173;
   fWeightMatrix0to1[12][28] = -1.08191459691223;
   fWeightMatrix0to1[13][28] = -1.76414334816094;
   fWeightMatrix0to1[14][28] = -1.09336483339351;
   fWeightMatrix0to1[15][28] = -2.58146351329538;
   fWeightMatrix0to1[16][28] = -0.872577132095904;
   fWeightMatrix0to1[17][28] = 0.464220676341074;
   fWeightMatrix0to1[18][28] = -0.0981636537312552;
   fWeightMatrix0to1[19][28] = 1.86181820036193;
   fWeightMatrix0to1[20][28] = -5.15870644220475;
   fWeightMatrix0to1[21][28] = -0.0668647491726874;
   fWeightMatrix0to1[22][28] = -1.26648516300994;
   fWeightMatrix0to1[23][28] = 0.764774075488726;
   fWeightMatrix0to1[24][28] = 1.25578302062413;
   fWeightMatrix0to1[25][28] = -0.415811693899693;
   fWeightMatrix0to1[26][28] = 5.41993138421906;
   fWeightMatrix0to1[27][28] = 1.7620655978939;
   fWeightMatrix0to1[28][28] = -1.11430791331429;
   fWeightMatrix0to1[29][28] = -0.909794191120979;
   fWeightMatrix0to1[30][28] = -1.18945672260049;
   fWeightMatrix0to1[31][28] = 7.36931899732871;
   fWeightMatrix0to1[32][28] = -2.29207034396501;
   fWeightMatrix0to1[33][28] = 0.0618991806190058;
   fWeightMatrix0to1[34][28] = 3.71949532645252;
   fWeightMatrix0to1[35][28] = 0.603721090167285;
   fWeightMatrix0to1[36][28] = -0.087210656637407;
   fWeightMatrix0to1[37][28] = 0.579898731508881;
   fWeightMatrix0to1[38][28] = 2.05903513728195;
   fWeightMatrix0to1[39][28] = -1.67294032313814;
   fWeightMatrix0to1[40][28] = -10.8184003637175;
   fWeightMatrix0to1[41][28] = -2.96972425503461;
   fWeightMatrix0to1[0][29] = 1.09855107023299;
   fWeightMatrix0to1[1][29] = 1.3376853916077;
   fWeightMatrix0to1[2][29] = -0.442893477104741;
   fWeightMatrix0to1[3][29] = 0.478019103244281;
   fWeightMatrix0to1[4][29] = 2.76724205940778;
   fWeightMatrix0to1[5][29] = -2.90489553906412;
   fWeightMatrix0to1[6][29] = -1.38892250759036;
   fWeightMatrix0to1[7][29] = -1.00642705523223;
   fWeightMatrix0to1[8][29] = 2.83858697830843;
   fWeightMatrix0to1[9][29] = -2.3751604400212;
   fWeightMatrix0to1[10][29] = -3.75894130914644;
   fWeightMatrix0to1[11][29] = -2.62718496843599;
   fWeightMatrix0to1[12][29] = 3.54642368827715;
   fWeightMatrix0to1[13][29] = 0.617182941080818;
   fWeightMatrix0to1[14][29] = -0.939029167218105;
   fWeightMatrix0to1[15][29] = 0.0421892361747059;
   fWeightMatrix0to1[16][29] = -0.444996628879146;
   fWeightMatrix0to1[17][29] = 1.84779217602879;
   fWeightMatrix0to1[18][29] = 0.0547609382958381;
   fWeightMatrix0to1[19][29] = 1.50233291063337;
   fWeightMatrix0to1[20][29] = 1.8470480716096;
   fWeightMatrix0to1[21][29] = 1.67405845617146;
   fWeightMatrix0to1[22][29] = -1.3564243788927;
   fWeightMatrix0to1[23][29] = -0.54974951450165;
   fWeightMatrix0to1[24][29] = 1.18894075047226;
   fWeightMatrix0to1[25][29] = 1.70420867531729;
   fWeightMatrix0to1[26][29] = -3.29880888780202;
   fWeightMatrix0to1[27][29] = -1.71979901899722;
   fWeightMatrix0to1[28][29] = 1.22044505427419;
   fWeightMatrix0to1[29][29] = -0.06861587945665;
   fWeightMatrix0to1[30][29] = 1.65709886627975;
   fWeightMatrix0to1[31][29] = -1.73897641803979;
   fWeightMatrix0to1[32][29] = 0.026361877242068;
   fWeightMatrix0to1[33][29] = 0.318753408153879;
   fWeightMatrix0to1[34][29] = -0.455271778047588;
   fWeightMatrix0to1[35][29] = -0.788014484578558;
   fWeightMatrix0to1[36][29] = -1.07949095751867;
   fWeightMatrix0to1[37][29] = 0.966504133223889;
   fWeightMatrix0to1[38][29] = 2.74112824587252;
   fWeightMatrix0to1[39][29] = -0.829279461227375;
   fWeightMatrix0to1[40][29] = 0.441507847124502;
   fWeightMatrix0to1[41][29] = 1.83126837747868;
   fWeightMatrix0to1[0][30] = -1.07835611888013;
   fWeightMatrix0to1[1][30] = -0.136141065830836;
   fWeightMatrix0to1[2][30] = 0.758209272212399;
   fWeightMatrix0to1[3][30] = -0.657918096851526;
   fWeightMatrix0to1[4][30] = 0.934782936068516;
   fWeightMatrix0to1[5][30] = -3.28206024292412;
   fWeightMatrix0to1[6][30] = 1.2672822911241;
   fWeightMatrix0to1[7][30] = 0.960056172761014;
   fWeightMatrix0to1[8][30] = -2.78954999487624;
   fWeightMatrix0to1[9][30] = -1.2216798346962;
   fWeightMatrix0to1[10][30] = -4.03043393272599;
   fWeightMatrix0to1[11][30] = 1.96499774604784;
   fWeightMatrix0to1[12][30] = 4.26452734722473;
   fWeightMatrix0to1[13][30] = 0.43749253832741;
   fWeightMatrix0to1[14][30] = -0.808194858404972;
   fWeightMatrix0to1[15][30] = -0.0189137531222831;
   fWeightMatrix0to1[16][30] = 0.243807103012954;
   fWeightMatrix0to1[17][30] = -1.38139569733021;
   fWeightMatrix0to1[18][30] = -0.740768694737654;
   fWeightMatrix0to1[19][30] = -1.70777193465675;
   fWeightMatrix0to1[20][30] = -1.77742938809826;
   fWeightMatrix0to1[21][30] = -2.22761253322436;
   fWeightMatrix0to1[22][30] = 1.60073573956049;
   fWeightMatrix0to1[23][30] = 0.941087794983502;
   fWeightMatrix0to1[24][30] = -0.481264182376118;
   fWeightMatrix0to1[25][30] = 2.70611522604047;
   fWeightMatrix0to1[26][30] = -5.33825467604661;
   fWeightMatrix0to1[27][30] = -0.283744112713932;
   fWeightMatrix0to1[28][30] = -0.885450125634701;
   fWeightMatrix0to1[29][30] = 0.467932019585149;
   fWeightMatrix0to1[30][30] = -1.38138576714487;
   fWeightMatrix0to1[31][30] = 1.81913993809471;
   fWeightMatrix0to1[32][30] = 0.254563798584181;
   fWeightMatrix0to1[33][30] = -0.459808507434939;
   fWeightMatrix0to1[34][30] = -2.13789852581375;
   fWeightMatrix0to1[35][30] = 0.743682193899014;
   fWeightMatrix0to1[36][30] = 1.16433233310709;
   fWeightMatrix0to1[37][30] = -0.93444394129386;
   fWeightMatrix0to1[38][30] = -3.11130720216226;
   fWeightMatrix0to1[39][30] = 0.371336336496018;
   fWeightMatrix0to1[40][30] = -0.320508502300856;
   fWeightMatrix0to1[41][30] = -1.73207684772202;
   fWeightMatrix0to1[0][31] = 0.178579729200401;
   fWeightMatrix0to1[1][31] = -0.530607507439721;
   fWeightMatrix0to1[2][31] = -0.0874532873436433;
   fWeightMatrix0to1[3][31] = -0.0181867588192447;
   fWeightMatrix0to1[4][31] = 0.201323501102852;
   fWeightMatrix0to1[5][31] = -0.0705335594949597;
   fWeightMatrix0to1[6][31] = 7.74732710740076;
   fWeightMatrix0to1[7][31] = -0.271396898868314;
   fWeightMatrix0to1[8][31] = -0.208994465633561;
   fWeightMatrix0to1[9][31] = 0.141997169802472;
   fWeightMatrix0to1[10][31] = -0.0137513087086876;
   fWeightMatrix0to1[11][31] = -0.0884857103703133;
   fWeightMatrix0to1[12][31] = -4.40891002342185;
   fWeightMatrix0to1[13][31] = 3.02813146428635;
   fWeightMatrix0to1[14][31] = 1.26375664952611;
   fWeightMatrix0to1[15][31] = 0.0979393907459079;
   fWeightMatrix0to1[16][31] = 0.0158672150880319;
   fWeightMatrix0to1[17][31] = 0.121120230126886;
   fWeightMatrix0to1[18][31] = 0.0445529280483502;
   fWeightMatrix0to1[19][31] = 0.18374928365101;
   fWeightMatrix0to1[20][31] = -0.138005700775052;
   fWeightMatrix0to1[21][31] = -0.0840882159630328;
   fWeightMatrix0to1[22][31] = 0.023079672893375;
   fWeightMatrix0to1[23][31] = -0.0261670997169875;
   fWeightMatrix0to1[24][31] = 0.105532504638105;
   fWeightMatrix0to1[25][31] = -0.575937076677848;
   fWeightMatrix0to1[26][31] = 0.203262347740181;
   fWeightMatrix0to1[27][31] = -0.443189829698346;
   fWeightMatrix0to1[28][31] = 0.0208894725760859;
   fWeightMatrix0to1[29][31] = 1.67847860615923;
   fWeightMatrix0to1[30][31] = 3.13116157034786;
   fWeightMatrix0to1[31][31] = -0.0314120243996152;
   fWeightMatrix0to1[32][31] = -3.71822178728945;
   fWeightMatrix0to1[33][31] = -0.0288146702753215;
   fWeightMatrix0to1[34][31] = 3.23361056540827;
   fWeightMatrix0to1[35][31] = 0.114026380485404;
   fWeightMatrix0to1[36][31] = -0.0778310235854992;
   fWeightMatrix0to1[37][31] = 0.437868141072688;
   fWeightMatrix0to1[38][31] = -0.0739688294623268;
   fWeightMatrix0to1[39][31] = 0.306920384317861;
   fWeightMatrix0to1[40][31] = -7.26964351404655;
   fWeightMatrix0to1[41][31] = -0.274496709389558;
   fWeightMatrix0to1[0][32] = 0.111109693283082;
   fWeightMatrix0to1[1][32] = -0.11256083132627;
   fWeightMatrix0to1[2][32] = 1.13014140792281;
   fWeightMatrix0to1[3][32] = 0.295443049596286;
   fWeightMatrix0to1[4][32] = 0.681575074299897;
   fWeightMatrix0to1[5][32] = 1.19392260043766;
   fWeightMatrix0to1[6][32] = 10.4489091829194;
   fWeightMatrix0to1[7][32] = 3.57804979468008;
   fWeightMatrix0to1[8][32] = -1.43448683070158;
   fWeightMatrix0to1[9][32] = -0.309852357017706;
   fWeightMatrix0to1[10][32] = -0.785849115275787;
   fWeightMatrix0to1[11][32] = -1.67548275984305;
   fWeightMatrix0to1[12][32] = 1.42165848344276;
   fWeightMatrix0to1[13][32] = -0.709682417001751;
   fWeightMatrix0to1[14][32] = 1.40417591558349;
   fWeightMatrix0to1[15][32] = -0.578040168594447;
   fWeightMatrix0to1[16][32] = 0.7982653999135;
   fWeightMatrix0to1[17][32] = 0.00122438450948139;
   fWeightMatrix0to1[18][32] = -0.165540084387736;
   fWeightMatrix0to1[19][32] = 0.940953935482839;
   fWeightMatrix0to1[20][32] = 0.775359931342622;
   fWeightMatrix0to1[21][32] = -4.53637673513136;
   fWeightMatrix0to1[22][32] = 0.551684134326475;
   fWeightMatrix0to1[23][32] = 0.290589048437635;
   fWeightMatrix0to1[24][32] = 0.166784032068913;
   fWeightMatrix0to1[25][32] = -2.34297600391109;
   fWeightMatrix0to1[26][32] = -0.524566299330888;
   fWeightMatrix0to1[27][32] = -0.858416984854186;
   fWeightMatrix0to1[28][32] = 0.287832073721528;
   fWeightMatrix0to1[29][32] = 0.390763890549846;
   fWeightMatrix0to1[30][32] = 0.208365038245424;
   fWeightMatrix0to1[31][32] = 0.44796264300774;
   fWeightMatrix0to1[32][32] = 0.360624429597072;
   fWeightMatrix0to1[33][32] = -1.93770062009418;
   fWeightMatrix0to1[34][32] = 0.595812316980677;
   fWeightMatrix0to1[35][32] = -0.169162917590711;
   fWeightMatrix0to1[36][32] = -0.903805981368244;
   fWeightMatrix0to1[37][32] = -0.122932722028937;
   fWeightMatrix0to1[38][32] = 0.734529897178096;
   fWeightMatrix0to1[39][32] = -1.20078702387373;
   fWeightMatrix0to1[40][32] = -0.0256920251574447;
   fWeightMatrix0to1[41][32] = -0.157151935264803;
   fWeightMatrix0to1[0][33] = -0.476247201115934;
   fWeightMatrix0to1[1][33] = 0.0553552157475506;
   fWeightMatrix0to1[2][33] = -1.42652840967009;
   fWeightMatrix0to1[3][33] = -0.171292610066487;
   fWeightMatrix0to1[4][33] = -0.661923547109584;
   fWeightMatrix0to1[5][33] = -0.0925036162089274;
   fWeightMatrix0to1[6][33] = 7.35793248269284;
   fWeightMatrix0to1[7][33] = 3.56137349088373;
   fWeightMatrix0to1[8][33] = 1.35501402032014;
   fWeightMatrix0to1[9][33] = -1.34408943969583;
   fWeightMatrix0to1[10][33] = 1.27079065619056;
   fWeightMatrix0to1[11][33] = -1.49415909339505;
   fWeightMatrix0to1[12][33] = -1.61705706818376;
   fWeightMatrix0to1[13][33] = -0.888672859650316;
   fWeightMatrix0to1[14][33] = -1.47608739712328;
   fWeightMatrix0to1[15][33] = 0.634455679588395;
   fWeightMatrix0to1[16][33] = -0.915755846432056;
   fWeightMatrix0to1[17][33] = -0.902237088301518;
   fWeightMatrix0to1[18][33] = 0.372200909079264;
   fWeightMatrix0to1[19][33] = 3.2978795191766;
   fWeightMatrix0to1[20][33] = -0.695544826763295;
   fWeightMatrix0to1[21][33] = -4.37919034878682;
   fWeightMatrix0to1[22][33] = -0.699056429131735;
   fWeightMatrix0to1[23][33] = -0.485579417603917;
   fWeightMatrix0to1[24][33] = 0.156588783271267;
   fWeightMatrix0to1[25][33] = -3.48717943294121;
   fWeightMatrix0to1[26][33] = -0.073746741749446;
   fWeightMatrix0to1[27][33] = 0.837781538835913;
   fWeightMatrix0to1[28][33] = -0.582750105783258;
   fWeightMatrix0to1[29][33] = -0.0519332416404713;
   fWeightMatrix0to1[30][33] = -0.849576061964016;
   fWeightMatrix0to1[31][33] = -0.561857669274962;
   fWeightMatrix0to1[32][33] = 1.24087255510039;
   fWeightMatrix0to1[33][33] = -1.95680645935423;
   fWeightMatrix0to1[34][33] = -1.29529842753955;
   fWeightMatrix0to1[35][33] = 0.192260756294786;
   fWeightMatrix0to1[36][33] = 0.726884443521725;
   fWeightMatrix0to1[37][33] = 1.00212085988518;
   fWeightMatrix0to1[38][33] = -0.827617146250749;
   fWeightMatrix0to1[39][33] = -1.00755784412858;
   fWeightMatrix0to1[40][33] = 0.0093982881097731;
   fWeightMatrix0to1[41][33] = -0.189362031569956;
   fWeightMatrix0to1[0][34] = 12.8533651731148;
   fWeightMatrix0to1[1][34] = -2.87105691711538;
   fWeightMatrix0to1[2][34] = 0.0906847156577824;
   fWeightMatrix0to1[3][34] = -0.184714612128968;
   fWeightMatrix0to1[4][34] = 3.5986381445183;
   fWeightMatrix0to1[5][34] = -0.18065487634162;
   fWeightMatrix0to1[6][34] = 3.40365624486976;
   fWeightMatrix0to1[7][34] = -1.35062883249382;
   fWeightMatrix0to1[8][34] = 0.349080659228609;
   fWeightMatrix0to1[9][34] = 5.12980081466423;
   fWeightMatrix0to1[10][34] = 1.37271999947012;
   fWeightMatrix0to1[11][34] = 3.02601489431187;
   fWeightMatrix0to1[12][34] = 14.6197320397643;
   fWeightMatrix0to1[13][34] = 0.629680544324686;
   fWeightMatrix0to1[14][34] = 1.32487203834236;
   fWeightMatrix0to1[15][34] = -0.733698241043366;
   fWeightMatrix0to1[16][34] = 0.335159716316313;
   fWeightMatrix0to1[17][34] = 0.0442055434171095;
   fWeightMatrix0to1[18][34] = 0.818235063854161;
   fWeightMatrix0to1[19][34] = -10.1074615366275;
   fWeightMatrix0to1[20][34] = 1.97787016921614;
   fWeightMatrix0to1[21][34] = 1.80868567550572;
   fWeightMatrix0to1[22][34] = -0.030242446614373;
   fWeightMatrix0to1[23][34] = 0.809588068988571;
   fWeightMatrix0to1[24][34] = -1.16497737478895;
   fWeightMatrix0to1[25][34] = 0.317096930919476;
   fWeightMatrix0to1[26][34] = -14.1020178544486;
   fWeightMatrix0to1[27][34] = 0.809184460258823;
   fWeightMatrix0to1[28][34] = 0.819889240312571;
   fWeightMatrix0to1[29][34] = 1.10131332691999;
   fWeightMatrix0to1[30][34] = -0.367108140921598;
   fWeightMatrix0to1[31][34] = 2.5922917904954;
   fWeightMatrix0to1[32][34] = -1.14028310758071;
   fWeightMatrix0to1[33][34] = -1.11668906328862;
   fWeightMatrix0to1[34][34] = -1.14061353644096;
   fWeightMatrix0to1[35][34] = -0.347869089498705;
   fWeightMatrix0to1[36][34] = -4.20207861873857;
   fWeightMatrix0to1[37][34] = -0.223689136756827;
   fWeightMatrix0to1[38][34] = -1.18771022239786;
   fWeightMatrix0to1[39][34] = 1.95586970904719;
   fWeightMatrix0to1[40][34] = -0.975532451951369;
   fWeightMatrix0to1[41][34] = 0.46512585550197;
   fWeightMatrix0to1[0][35] = 0.721964915863925;
   fWeightMatrix0to1[1][35] = -3.09513636844142;
   fWeightMatrix0to1[2][35] = 1.92194123829229;
   fWeightMatrix0to1[3][35] = 2.76309014707751;
   fWeightMatrix0to1[4][35] = -3.81697475000082;
   fWeightMatrix0to1[5][35] = -1.08736683935472;
   fWeightMatrix0to1[6][35] = 10.865276303997;
   fWeightMatrix0to1[7][35] = -1.82470082029577;
   fWeightMatrix0to1[8][35] = -16.9778411678281;
   fWeightMatrix0to1[9][35] = 4.33870697230699;
   fWeightMatrix0to1[10][35] = 9.08660073456595;
   fWeightMatrix0to1[11][35] = 3.67461988137165;
   fWeightMatrix0to1[12][35] = 1.22914360558749;
   fWeightMatrix0to1[13][35] = -1.97455239570087;
   fWeightMatrix0to1[14][35] = -0.270807842447426;
   fWeightMatrix0to1[15][35] = -22.8996449375191;
   fWeightMatrix0to1[16][35] = 0.944575294189792;
   fWeightMatrix0to1[17][35] = 1.56077733572289;
   fWeightMatrix0to1[18][35] = -4.23127178413939;
   fWeightMatrix0to1[19][35] = -7.90188805569882;
   fWeightMatrix0to1[20][35] = 4.57784623226971;
   fWeightMatrix0to1[21][35] = -5.18545387443789;
   fWeightMatrix0to1[22][35] = 1.687918119693;
   fWeightMatrix0to1[23][35] = -4.62583816397402;
   fWeightMatrix0to1[24][35] = 1.26167532075982;
   fWeightMatrix0to1[25][35] = -0.592846811695531;
   fWeightMatrix0to1[26][35] = -12.9336268889086;
   fWeightMatrix0to1[27][35] = 2.33172989697125;
   fWeightMatrix0to1[28][35] = -2.96299411050537;
   fWeightMatrix0to1[29][35] = 0.459012607229751;
   fWeightMatrix0to1[30][35] = 1.25775042636724;
   fWeightMatrix0to1[31][35] = -6.25346164557592;
   fWeightMatrix0to1[32][35] = 1.34106436031062;
   fWeightMatrix0to1[33][35] = 0.893256379448252;
   fWeightMatrix0to1[34][35] = 1.64922506748159;
   fWeightMatrix0to1[35][35] = 18.9403892930816;
   fWeightMatrix0to1[36][35] = 5.80753258680978;
   fWeightMatrix0to1[37][35] = -4.63997083715019;
   fWeightMatrix0to1[38][35] = -9.52523273049676;
   fWeightMatrix0to1[39][35] = -1.52864137688876;
   fWeightMatrix0to1[40][35] = -14.7709261047358;
   fWeightMatrix0to1[41][35] = 1.11684715392855;
   // weight matrix from layer 1 to 2
   fWeightMatrix1to2[0][0] = -0.967031004715072;
   fWeightMatrix1to2[0][1] = -0.743433076656354;
   fWeightMatrix1to2[0][2] = -0.355752693285821;
   fWeightMatrix1to2[0][3] = 1.0613845894976;
   fWeightMatrix1to2[0][4] = -0.789816048910867;
   fWeightMatrix1to2[0][5] = -0.300415641564645;
   fWeightMatrix1to2[0][6] = 0.317547613627228;
   fWeightMatrix1to2[0][7] = -0.404099946688562;
   fWeightMatrix1to2[0][8] = -0.663994073226926;
   fWeightMatrix1to2[0][9] = 0.557429552865126;
   fWeightMatrix1to2[0][10] = 0.638327621644399;
   fWeightMatrix1to2[0][11] = 0.398467044784506;
   fWeightMatrix1to2[0][12] = 0.347534801213019;
   fWeightMatrix1to2[0][13] = -0.304822823314565;
   fWeightMatrix1to2[0][14] = -0.85435024312017;
   fWeightMatrix1to2[0][15] = -1.26327607234368;
   fWeightMatrix1to2[0][16] = 0.242851676768018;
   fWeightMatrix1to2[0][17] = 0.810406161622179;
   fWeightMatrix1to2[0][18] = -0.412384307634768;
   fWeightMatrix1to2[0][19] = -0.340758196960904;
   fWeightMatrix1to2[0][20] = 0.905746174486119;
   fWeightMatrix1to2[0][21] = -0.585927621582339;
   fWeightMatrix1to2[0][22] = -0.529083574280002;
   fWeightMatrix1to2[0][23] = -0.93114387054408;
   fWeightMatrix1to2[0][24] = 0.780161185855049;
   fWeightMatrix1to2[0][25] = -0.233449999539104;
   fWeightMatrix1to2[0][26] = -0.470879811103621;
   fWeightMatrix1to2[0][27] = -0.631613221655982;
   fWeightMatrix1to2[0][28] = -0.248924466179983;
   fWeightMatrix1to2[0][29] = 6.89226080474112;
   fWeightMatrix1to2[0][30] = 0.57365897892624;
   fWeightMatrix1to2[0][31] = -1.97129867000154;
   fWeightMatrix1to2[0][32] = 0.472807479628238;
   fWeightMatrix1to2[0][33] = 0.272526967329474;
   fWeightMatrix1to2[0][34] = -0.446199578010377;
   fWeightMatrix1to2[0][35] = 1.42769526229227;
   fWeightMatrix1to2[0][36] = 0.373508530675978;
   fWeightMatrix1to2[0][37] = -0.230467484116437;
   fWeightMatrix1to2[0][38] = -0.68955533920542;
   fWeightMatrix1to2[0][39] = 1.01511777429032;
   fWeightMatrix1to2[0][40] = -0.631851818904257;
   fWeightMatrix1to2[0][41] = 1.18317511470192;
   fWeightMatrix1to2[0][42] = -1.34214009463214;
}

inline double ReadPion_Long_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 ReadPion_Long_TMVA::ActivationFnc(double x) const {
   // hyperbolic tan
   return tanh(x);
}
double ReadPion_Long_TMVA::OutputActivationFnc(double x) const {
   // sigmoid
   return 1.0/(1.0+exp(-x));
}
   
// Clean up
inline void ReadPion_Long_TMVA::Clear() 
{
   // clean up the arrays
   for (int lIdx = 0; lIdx < 3; lIdx++) {
      delete[] fWeights[lIdx];
   }
}
   inline double ReadPion_Long_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 ReadPion_Long_TMVA::InitTransform_1()
{
   // Normalization transformation, initialisation
   fMin_1[0][0] = 1153.25;
   fMax_1[0][0] = 701473.5625;
   fMin_1[1][0] = 1150.77001953;
   fMax_1[1][0] = 842176.25;
   fMin_1[2][0] = 1150.77001953;
   fMax_1[2][0] = 842176.25;
   fMin_1[0][1] = 7.51574277878;
   fMax_1[0][1] = 47949.4414062;
   fMin_1[1][1] = 21.6844463348;
   fMax_1[1][1] = 37112.75;
   fMin_1[2][1] = 7.51574277878;
   fMax_1[2][1] = 47949.4414062;
   fMin_1[0][2] = 0.163504257798;
   fMax_1[0][2] = 2.9999332428;
   fMin_1[1][2] = 0.188763022423;
   fMax_1[1][2] = 2.99963831902;
   fMin_1[2][2] = 0.163504257798;
   fMax_1[2][2] = 2.9999332428;
   fMin_1[0][3] = 7;
   fMax_1[0][3] = 53;
   fMin_1[1][3] = 7;
   fMax_1[1][3] = 55;
   fMin_1[2][3] = 7;
   fMax_1[2][3] = 55;
   fMin_1[0][4] = -95.4537811279;
   fMax_1[0][4] = 0.395034939051;
   fMin_1[1][4] = -84.196472168;
   fMax_1[1][4] = -0.180793493986;
   fMin_1[2][4] = -95.4537811279;
   fMax_1[2][4] = 0.395034939051;
   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] = 0.0157487764955;
   fMax_1[0][6] = 92.9307785034;
   fMin_1[1][6] = 0.0220590438694;
   fMax_1[1][6] = 93.4395751953;
   fMin_1[2][6] = 0.0157487764955;
   fMax_1[2][6] = 93.4395751953;
   fMin_1[0][7] = 5.44405020264e-06;
   fMax_1[0][7] = 88.541053772;
   fMin_1[1][7] = 4.5983993914e-05;
   fMax_1[1][7] = 80.7085189819;
   fMin_1[2][7] = 5.44405020264e-06;
   fMax_1[2][7] = 88.541053772;
   fMin_1[0][8] = 1;
   fMax_1[0][8] = 27;
   fMin_1[1][8] = 1;
   fMax_1[1][8] = 27;
   fMin_1[2][8] = 1;
   fMax_1[2][8] = 27;
   fMin_1[0][9] = 0.00352973071858;
   fMax_1[0][9] = 100.877975464;
   fMin_1[1][9] = 0.00851008854806;
   fMax_1[1][9] = 84.5964508057;
   fMin_1[2][9] = 0.00352973071858;
   fMax_1[2][9] = 100.877975464;
   fMin_1[0][10] = 1;
   fMax_1[0][10] = 30;
   fMin_1[1][10] = 1;
   fMax_1[1][10] = 28;
   fMin_1[2][10] = 1;
   fMax_1[2][10] = 30;
   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] = 0;
   fMax_1[0][13] = 1;
   fMin_1[1][13] = 0;
   fMax_1[1][13] = 1;
   fMin_1[2][13] = 0;
   fMax_1[2][13] = 1;
   fMin_1[0][14] = 0;
   fMax_1[0][14] = 1;
   fMin_1[1][14] = 0;
   fMax_1[1][14] = 1;
   fMin_1[2][14] = 0;
   fMax_1[2][14] = 1;
   fMin_1[0][15] = 0;
   fMax_1[0][15] = 1;
   fMin_1[1][15] = 0;
   fMax_1[1][15] = 1;
   fMin_1[2][15] = 0;
   fMax_1[2][15] = 1;
   fMin_1[0][16] = -999;
   fMax_1[0][16] = 70.7034988403;
   fMin_1[1][16] = -999;
   fMax_1[1][16] = 140.706497192;
   fMin_1[2][16] = -999;
   fMax_1[2][16] = 140.706497192;
   fMin_1[0][17] = -999;
   fMax_1[0][17] = 59.4836006165;
   fMin_1[1][17] = -999;
   fMax_1[1][17] = 82.7229003906;
   fMin_1[2][17] = -999;
   fMax_1[2][17] = 82.7229003906;
   fMin_1[0][18] = -999;
   fMax_1[0][18] = 51.4865989685;
   fMin_1[1][18] = -999;
   fMax_1[1][18] = 120.016403198;
   fMin_1[2][18] = -999;
   fMax_1[2][18] = 120.016403198;
   fMin_1[0][19] = -999;
   fMax_1[0][19] = 43.0344009399;
   fMin_1[1][19] = -999;
   fMax_1[1][19] = 100.399597168;
   fMin_1[2][19] = -999;
   fMax_1[2][19] = 100.399597168;
   fMin_1[0][20] = -999;
   fMax_1[0][20] = 50.4510993958;
   fMin_1[1][20] = -999;
   fMax_1[1][20] = 66.1866989136;
   fMin_1[2][20] = -999;
   fMax_1[2][20] = 66.1866989136;
   fMin_1[0][21] = -999;
   fMax_1[0][21] = 0.0204000007361;
   fMin_1[1][21] = -999;
   fMax_1[1][21] = 0.0198999997228;
   fMin_1[2][21] = -999;
   fMax_1[2][21] = 0.0204000007361;
   fMin_1[0][22] = -999;
   fMax_1[0][22] = 0;
   fMin_1[1][22] = -999;
   fMax_1[1][22] = 0;
   fMin_1[2][22] = -999;
   fMax_1[2][22] = 0;
   fMin_1[0][23] = 0;
   fMax_1[0][23] = 1;
   fMin_1[1][23] = 0;
   fMax_1[1][23] = 1;
   fMin_1[2][23] = 0;
   fMax_1[2][23] = 1;
   fMin_1[0][24] = 0;
   fMax_1[0][24] = 70;
   fMin_1[1][24] = 0;
   fMax_1[1][24] = 62;
   fMin_1[2][24] = 0;
   fMax_1[2][24] = 70;
   fMin_1[0][25] = 0;
   fMax_1[0][25] = 1;
   fMin_1[1][25] = 0;
   fMax_1[1][25] = 1;
   fMin_1[2][25] = 0;
   fMax_1[2][25] = 1;
   fMin_1[0][26] = 0;
   fMax_1[0][26] = 1;
   fMin_1[1][26] = 0;
   fMax_1[1][26] = 1;
   fMin_1[2][26] = 0;
   fMax_1[2][26] = 1;
   fMin_1[0][27] = -999;
   fMax_1[0][27] = 4.34127378464;
   fMin_1[1][27] = -999;
   fMax_1[1][27] = 4.05479049683;
   fMin_1[2][27] = -999;
   fMax_1[2][27] = 4.34127378464;
   fMin_1[0][28] = -999;
   fMax_1[0][28] = 2.15297603607;
   fMin_1[1][28] = -999;
   fMax_1[1][28] = 2.15297603607;
   fMin_1[2][28] = -999;
   fMax_1[2][28] = 2.15297603607;
   fMin_1[0][29] = -999;
   fMax_1[0][29] = 3.00366544724;
   fMin_1[1][29] = -999;
   fMax_1[1][29] = 3.12796974182;
   fMin_1[2][29] = -999;
   fMax_1[2][29] = 3.12796974182;
   fMin_1[0][30] = -999;
   fMax_1[0][30] = 2.87338900566;
   fMin_1[1][30] = -999;
   fMax_1[1][30] = 2.87338900566;
   fMin_1[2][30] = -999;
   fMax_1[2][30] = 2.87338900566;
   fMin_1[0][31] = -999;
   fMax_1[0][31] = 3.46313500404;
   fMin_1[1][31] = -999;
   fMax_1[1][31] = 3.46313500404;
   fMin_1[2][31] = -999;
   fMax_1[2][31] = 3.46313500404;
   fMin_1[0][32] = 0;
   fMax_1[0][32] = 1;
   fMin_1[1][32] = 0;
   fMax_1[1][32] = 1;
   fMin_1[2][32] = 0;
   fMax_1[2][32] = 1;
   fMin_1[0][33] = -999;
   fMax_1[0][33] = 4.79148387909;
   fMin_1[1][33] = -999;
   fMax_1[1][33] = 4.79148387909;
   fMin_1[2][33] = -999;
   fMax_1[2][33] = 4.79148387909;
   fMin_1[0][34] = 0.547752797604;
   fMax_1[0][34] = 2.75842690468;
   fMin_1[1][34] = 0.585205972195;
   fMax_1[1][34] = 3.20224714279;
   fMin_1[2][34] = 0.547752797604;
   fMax_1[2][34] = 3.20224714279;
}

//_______________________________________________________________________
inline void ReadPion_Long_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 = 35;

   // 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);
      indicesGet.push_back( 29);
      indicesGet.push_back( 30);
      indicesGet.push_back( 31);
      indicesGet.push_back( 32);
      indicesGet.push_back( 33);
      indicesGet.push_back( 34);
   } 
   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);
      indicesPut.push_back( 29);
      indicesPut.push_back( 30);
      indicesPut.push_back( 31);
      indicesPut.push_back( 32);
      indicesPut.push_back( 33);
      indicesPut.push_back( 34);
   } 

   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<35;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 ReadPion_Long_TMVA::InitTransform()
{
   InitTransform_1();
}

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