DeepTauIdBase< Producer >::IDOutput Struct Reference

#include <DeepTauIdBase.h>

Public Member Functions
template<typename PredType >
std::unique_ptr< TauDiscriminator >	get_value (const edm::Handle< TauCollection > &taus, const PredType &pred, const WPList *working_points, bool is_online) const
	IDOutput (const std::vector< size_t > &num, const std::vector< size_t > &den)
float	read_value (const tensorflow::Tensor &pred, size_t tau_index, size_t elem) const
float	read_value (const std::vector< std::vector< float >> &pred, size_t tau_index, size_t elem) const

Public Attributes
std::vector< size_t >	den_
std::vector< size_t >	num_

Detailed Description

template<class Producer>
struct DeepTauIdBase< Producer >::IDOutput

Definition at line 856 of file DeepTauIdBase.h.

Constructor & Destructor Documentation

IDOutput()

template<class Producer>

DeepTauIdBase< Producer >::IDOutput::IDOutput ( const std::vector< size_t > &  num, const std::vector< size_t > &  den  )

inline

Definition at line 859 of file DeepTauIdBase.h.

: num_(num), den_(den) {}

Member Function Documentation

get_value()

template<class Producer>

template<typename PredType >

std::unique_ptr<TauDiscriminator> DeepTauIdBase< Producer >::IDOutput::get_value ( const edm::Handle< TauCollection > &  taus, const PredType &  pred, const WPList *  working_points, bool  is_online  ) const

inline

Definition at line 871 of file DeepTauIdBase.h.

References DeepTauIdBase< Producer >::IDOutput::den_, trigObjTnPSource_cfi::filler, HLT_2024v12_cff::is_online, SiStripPI::max, DeepTauIdBase< Producer >::IDOutput::num_, convertSQLitetoXML_cfg::output, DeepTauIdBase< Producer >::IDOutput::read_value(), Tau3MuMonitor_cff::taus, FWLite::working_points, pfClustersFromHGC3DClusters_cfi::wp, and x.

                                                                      {
      std::vector<reco::SingleTauDiscriminatorContainer> outputbuffer(taus->size());

      for (size_t tau_index = 0; tau_index < taus->size(); ++tau_index) {
        float x = 0;
        for (size_t num_elem : num_)
          x += read_value(pred, tau_index, num_elem);
        if (x != 0 && !den_.empty()) {
          float den_val = 0;
          for (size_t den_elem : den_)
            den_val += read_value(pred, tau_index, den_elem);
          x = den_val != 0 ? x / den_val : std::numeric_limits<float>::max();
        }
        outputbuffer[tau_index].rawValues.push_back(x);
        if (working_points) {
          for (const auto& wp : *working_points) {
            const bool pass = x > (*wp)(taus->at(tau_index), is_online);
            outputbuffer[tau_index].workingPoints.push_back(pass);
          }
        }
      }
      std::unique_ptr<TauDiscriminator> output = std::make_unique<TauDiscriminator>();
      reco::TauDiscriminatorContainer::Filler filler(*output);
      filler.insert(taus, outputbuffer.begin(), outputbuffer.end());
      filler.fill();
      return output;
    }

read_value() [1/2]

template<class Producer>

float DeepTauIdBase< Producer >::IDOutput::read_value ( const tensorflow::Tensor &  pred, size_t  tau_index, size_t  elem  ) const

inline

Definition at line 862 of file DeepTauIdBase.h.

Referenced by DeepTauIdBase< Producer >::IDOutput::get_value().

                                                                                        {
      return pred.matrix<float>()(tau_index, elem);
    }

read_value() [2/2]

template<class Producer>

float DeepTauIdBase< Producer >::IDOutput::read_value ( const std::vector< std::vector< float >> &  pred, size_t  tau_index, size_t  elem  ) const

inline

Definition at line 866 of file DeepTauIdBase.h.

                                                                                                   {
      return pred.at(tau_index).at(elem);
    }

Member Data Documentation

den_

template<class Producer>

std::vector<size_t> DeepTauIdBase< Producer >::IDOutput::den_

Definition at line 857 of file DeepTauIdBase.h.

Referenced by DeepTauIdBase< Producer >::IDOutput::get_value().

num_

template<class Producer>

std::vector<size_t> DeepTauIdBase< Producer >::IDOutput::num_

Definition at line 857 of file DeepTauIdBase.h.

Referenced by DeepTauIdBase< Producer >::IDOutput::get_value().