#include <JetDNNCalibStep.h>

Inheritance diagram for JetDNNCalibStep:

Collaboration diagram for JetDNNCalibStep:

Public Member Functions
virtual StatusCode	initialize () override
	Dummy implementation of the initialisation function.
virtual StatusCode	calibrate (xAOD::JetContainer &) const override
	Apply calibration to a jet container.
	AsgTool (const std::string &name)
	Constructor specifying the tool instance's name.
	AsgTool (const AsgTool &)=delete
virtual void	print () const
	Print the state of the tool.
ServiceHandle< StoreGateSvc > &	evtStore ()
	The standard `StoreGateSvc` (event store) Returns (kind of) a pointer to the `StoreGateSvc`.
const ServiceHandle< StoreGateSvc > &	detStore () const
	The standard `StoreGateSvc/DetectorStore` Returns (kind of) a pointer to the `StoreGateSvc`.
virtual StatusCode	sysInitialize () override
	Perform system initialization for an algorithm.
virtual StatusCode	sysStart () override
	Handle START transition.
virtual std::vector< Gaudi::DataHandle * >	inputHandles () const override
	Return this algorithm's input handles.
virtual std::vector< Gaudi::DataHandle * >	outputHandles () const override
	Return this algorithm's output handles.
Gaudi::Details::PropertyBase &	declareProperty (Gaudi::Property< T, V, H > &t)
void	updateVHKA (Gaudi::Details::PropertyBase &)
MsgStream &	msg () const
bool	msgLvl (const MSG::Level lvl) const
virtual StatusCode	getNominalResolutionData (const xAOD::Jet &, const JetHelper::JetContext &, double &) const
virtual StatusCode	getNominalResolutionMC (const xAOD::Jet &, const JetHelper::JetContext &, double &) const
Additional helper functions, not directly mimicking Athena
template<class T>
const T *	getProperty (const std::string &name) const
	Get one of the tool's properties.
const std::string &	msg_level_name () const __attribute__((deprecated))
	A deprecated function for getting the message level's name.
const std::string &	getName (const void *ptr) const
	Get the name of an object that is / should be in the event store.
SG::sgkey_t	getKey (const void *ptr) const
	Get the (hashed) key of an object that is in the event store.

Protected Member Functions
void	renounceArray (SG::VarHandleKeyArray &handlesArray)
	remove all handles from I/O resolution
std::enable_if_t< std::is_void_v< std::result_of_t< decltype(&T::renounce)(T)> > &&!std::is_base_of_v< SG::VarHandleKeyArray, T > &&std::is_base_of_v< Gaudi::DataHandle, T >, void >	renounce (T &h)
void	extraDeps_update_handler (Gaudi::Details::PropertyBase &ExtraDeps)
	Add StoreName to extra input/output deps as needed.

Private Types
typedef ServiceHandle< StoreGateSvc >	StoreGateSvc_t

Private Member Functions
Gaudi::Details::PropertyBase &	declareGaudiProperty (Gaudi::Property< T, V, H > &hndl, const SG::VarHandleKeyType &)
	specialization for handling Gaudi::Property<SG::VarHandleKey>

Private Attributes
Gaudi::Property< std::string >	m_jetInScale {this, "InScale", "JetConstitScaleMomentum", "Starting jet scale"}
Gaudi::Property< std::string >	m_jetOutScale {this, "OutScale", "JetDNNScaleMomentum", "Ending jet scale"}
Gaudi::Property< int >	m_onnxInputShape {this, "onnxInputShape", -1}
Gaudi::Property< int >	m_onnxOutputShape {this, "onnxOutputShape", -1}
ToolHandleArray< JetHelper::IVarTool >	m_inputVariables {this, "InputVarTool", {}, "Instance of VarTool for accessing input variables"}
Gaudi::Property< std::vector< float > >	m_eScales {this, "EScales", {}, "Vector of E scales for each input variable"}
Gaudi::Property< std::vector< float > >	m_normOffsets {this, "NormOffsets", {}, "Vector of normalisation offsets for each input variable"}
Gaudi::Property< std::vector< float > >	m_normScales {this, "NormScales", {}, "Vector of normalisation scales for each input variable"}
ToolHandle< AthInfer::IAthInferenceTool >	m_onnxTool {this, "ORTInferenceTool", "AthOnnx::OnnxRuntimeInferenceTool"}
SG::ReadDecorHandleKey< xAOD::EventInfo >	m_muKey {this, "actualInteractionsPerCrossing", "EventInfo.actualInteractionsPerCrossing", "Decoration for Actual Number of Interactions Per Crossing"}
SG::ReadHandleKey< xAOD::VertexContainer >	m_npvKey {this, "VertexContainer", "PrimaryVertices"}
StoreGateSvc_t	m_evtStore
	Pointer to StoreGate (event store by default).
StoreGateSvc_t	m_detStore
	Pointer to StoreGate (detector store by default).
std::vector< SG::VarHandleKeyArray * >	m_vhka
bool	m_varHandleArraysDeclared

Detailed Description

Definition at line 20 of file JetDNNCalibStep.h.

Member Typedef Documentation

◆ StoreGateSvc_t

typedef ServiceHandle<StoreGateSvc> AthCommonDataStore< AthCommonMsg< AlgTool > >::StoreGateSvc_t

privateinherited

Definition at line 388 of file AthCommonDataStore.h.

Member Function Documentation

◆ AsgTool() [1/2]

asg::AsgTool::AsgTool ( const AsgTool & )

delete

◆ AsgTool() [2/2]

asg::AsgTool::AsgTool ( const std::string & name )

Constructor specifying the tool instance's name.

Definition at line 51 of file AsgTool.cxx.

      : AsgToolBase(
#ifndef XAOD_STANDALONE
                    ::getType(name), ::getName(name), ::getParent(name)
#else // not XAOD_STANDALONE
                    name
#endif // not XAOD_STANDALONE
                    )
#ifdef XAOD_STANDALONE
      , m_event()
#endif // XAOD_STANDALONE
   {
      ToolStore::put( this ).ignore(); // Register the tool in the ToolStore
   }

◆ calibrate()

StatusCode JetDNNCalibStep::calibrate ( xAOD::JetContainer & jets ) const

overridevirtual

Apply calibration to a jet container.

Implements IJetCalibStep.

Definition at line 28 of file JetDNNCalibStep.cxx.

                                                                  {
 
  JetHelper::JetContext jc;
 
  SG::ReadHandle<xAOD::VertexContainer> primaryVertexContainer(m_npvKey);
  float NPV = JetCalibUtils::countNPV(*primaryVertexContainer);
  jc.setValue("NPV" , NPV);
 
  SG::ReadDecorHandle<xAOD::EventInfo,float> eventInfoDecor(m_muKey);
  float mu = eventInfoDecor(0); 
  jc.setValue("mu", mu);
 
  // Pass 1: compute normalized input features per jet, resolving degenerate/invalid jets
  // immediately (they never reach the DNN). Surviving jets are batched into a single ONNX
  // inference call below, instead of one call per jet, since the model has a dynamic batch
  // dimension ([-1, 21] in, [-1, 3] out).
  std::vector<xAOD::Jet*> batchJets;
  std::vector<xAOD::JetFourMom_t> batchStartP4;
  std::vector<float> batchInputValues;
  batchJets.reserve(jets.size());
  batchStartP4.reserve(jets.size());
  batchInputValues.reserve(jets.size() * m_inputVariables.size());
 
  for (xAOD::Jet* jet : jets){
 
    const xAOD::JetFourMom_t jetStartP4 = jet->getAttribute<xAOD::JetFourMom_t>(m_jetInScale);
 
    // Sync the jet's active 4-vector to InScale, so any variable reading jet.e()/jet.m()/etc.
    // directly (e.g. log_e/log_m below) sees the same values as jetStartP4, matching
    // GlobalLargeRDNNCalibration's setStartP4() convention.
    jet->setJetP4(jetStartP4);
 
    // Don't apply calibration for jets with negative or null mass or for one constituent jets
    if (jetStartP4.mass() <= 0 || jet->numConstituents() == 1) {
      jet->setAttribute<xAOD::JetFourMom_t>(m_jetOutScale, jetStartP4);
      continue;
    }
 
    std::vector<float> inputTensorValues;
    inputTensorValues.reserve(m_inputVariables.size());
 
    for (long unsigned int i=0; i < m_inputVariables.size(); i++) {
 
      // log_e/log_m/log_m_cap40: InputVariable.cpp already returns log(x*scale) for these, with
      // eScale folded in via the VarTool's own Scale property (see JetCalibStepsConfig.py), so
      // eScale must NOT be re-applied below for them, or it would be double-counted.
      static const std::vector<std::string> logScaledVars = {"log_e", "log_m", "log_m_cap40"};
      const std::string& varName = m_inputVariables[i].name();
      bool eScaleAlreadyApplied = std::any_of(logScaledVars.begin(), logScaledVars.end(),
        [&varName](const std::string& n) { return varName.find(n) != std::string::npos; });
 
      float inputVar = m_inputVariables[i]->getValue(*jet, jc);
      float eScale = m_eScales[i];
      float normOffset = m_normOffsets[i];
      float normScale = m_normScales[i];
      float normalisedVar;
 
      if (eScaleAlreadyApplied) {
        normalisedVar = inputVar*normScale + normOffset;
      } else {
        normalisedVar = inputVar*eScale*normScale + normOffset;
      }
 
      ATH_MSG_DEBUG(m_inputVariables[i].name() << ": raw=" << inputVar << " eScale=" << eScale
                    << " normOffset=" << normOffset << " normScale=" << normScale << " normalised=" << normalisedVar);
 
      inputTensorValues.push_back(normalisedVar);
    }
 
    int nNan = std::count_if(inputTensorValues.begin(), inputTensorValues.end(),
                              [](float f){ return std::isnan(f) || std::isinf(f); });
    if (nNan > 0) {
      ATH_MSG_WARNING("Encountered NaN or inf value in input features, will not apply calibration to this jet");
      jet->setJetP4(jetStartP4);
      jet->setAttribute<xAOD::JetFourMom_t>(m_jetOutScale, jetStartP4);
      continue;
    }
 
    batchJets.push_back(jet);
    batchStartP4.push_back(jetStartP4);
    batchInputValues.insert(batchInputValues.end(), inputTensorValues.begin(), inputTensorValues.end());
  }
 
  if (batchJets.empty()) {
    return StatusCode::SUCCESS;
  }
 
  const int64_t nBatch = static_cast<int64_t>(batchJets.size());
 
  AthInfer::InputDataMap inputData;
  inputData["input_1"] = std::make_pair(
    std::vector<int64_t>{nBatch, m_onnxInputShape}, std::move(batchInputValues)
  );
 
  AthInfer::OutputDataMap outputData;
  outputData["outputE"] = std::make_pair(std::vector<int64_t>{nBatch, m_onnxOutputShape}, std::vector<float>{});
  outputData["outputM"] = std::make_pair(std::vector<int64_t>{nBatch, m_onnxOutputShape}, std::vector<float>{});
 
  ATH_CHECK( m_onnxTool->inference(inputData, outputData) );
 
  const std::vector<float>& outputE = std::get<std::vector<float>>(outputData["outputE"].second);
  const std::vector<float>& outputM = std::get<std::vector<float>>(outputData["outputM"].second);
 
  // Pass 2: combine each jet's response and rescale, in the same order the batch was filled
  for (int64_t idx = 0; idx < nBatch; idx++) {
 
    xAOD::Jet* jet = batchJets[idx];
    const xAOD::JetFourMom_t& jetStartP4 = batchStartP4[idx];
 
    // First element of each jet's output is the predicted response; remaining elements are unused here
    float predRespE = outputE.at(idx * m_onnxOutputShape);
    float predRespM = outputM.at(idx * m_onnxOutputShape);
 
    ATH_MSG_DEBUG("jetStartP4: pt=" << jetStartP4.pt() << " eta=" << jetStartP4.eta()
                  << " e=" << jetStartP4.e() << " m=" << jetStartP4.mass());
    ATH_MSG_DEBUG("Predicted response: E=" << predRespE << " M=" << predRespM);
 
    if (predRespE == 0 || predRespM == 0) {
      ATH_MSG_WARNING("DNN predictions give 0 values, will not apply calibration to this jet");
      jet->setJetP4(jetStartP4);
      jet->setAttribute<xAOD::JetFourMom_t>(m_jetOutScale, jetStartP4);
      continue;
    }
 
    // Combine the energy and mass response predictions, following the same approach as GlobalLargeRDNNCalibration
    float calibE = jetStartP4.e() / predRespE;
 
    // Calibrate the mass at all mass values (log_m_cap40 protects the DNN input from extreme
    // log(mass) values for very light jets, so no output-side mass cutoff is needed here).
    float calibM = jetStartP4.mass() / predRespM;
 
    // Propagate energy and mass calibration to jet pT
    float calibpT = std::sqrt(calibE*calibE - calibM*calibM) / std::cosh(jetStartP4.eta());
 
    TLorentzVector TLVjet;
    TLVjet.SetPtEtaPhiM(calibpT, jetStartP4.eta(), jetStartP4.phi(), calibM);
    xAOD::JetFourMom_t calibP4;
    calibP4.SetPxPyPzE(TLVjet.Px(), TLVjet.Py(), TLVjet.Pz(), TLVjet.E());
 
    jet->setJetP4(calibP4);
 
    // Set the output scale
    jet->setAttribute<xAOD::JetFourMom_t>(m_jetOutScale,calibP4);
  }
  return StatusCode::SUCCESS;
}

◆ declareGaudiProperty()

Gaudi::Details::PropertyBase & AthCommonDataStore< AthCommonMsg< AlgTool > >::declareGaudiProperty	(	Gaudi::Property< T, V, H > &	hndl,
		const SG::VarHandleKeyType &	)

inlineprivateinherited

specialization for handling Gaudi::Property<SG::VarHandleKey>

Definition at line 156 of file AthCommonDataStore.h.

  {
    return *AthCommonDataStore<PBASE>::declareProperty(hndl.name(),
                                                       hndl.value(), 
                                                       hndl.documentation());
 
  }

◆ declareProperty()

Gaudi::Details::PropertyBase & AthCommonDataStore< AthCommonMsg< AlgTool > >::declareProperty ( Gaudi::Property< T, V, H > & t )

inlineinherited

Definition at line 145 of file AthCommonDataStore.h.

                                                                     {
    typedef typename SG::HandleClassifier<T>::type htype;
    return AthCommonDataStore<PBASE>::declareGaudiProperty(t, htype());
  }

◆ detStore()

const ServiceHandle< StoreGateSvc > & AthCommonDataStore< AthCommonMsg< AlgTool > >::detStore ( ) const

inlineinherited

The standard StoreGateSvc/DetectorStore Returns (kind of) a pointer to the StoreGateSvc.

Definition at line 95 of file AthCommonDataStore.h.

95{ return m_detStore; }

AthCommonDataStore< AthCommonMsg< AlgTool > >::m_detStore

StoreGateSvc_t m_detStore

Definition AthCommonDataStore.h:393

◆ evtStore()

ServiceHandle< StoreGateSvc > & AthCommonDataStore< AthCommonMsg< AlgTool > >::evtStore ( )

inlineinherited

The standard StoreGateSvc (event store) Returns (kind of) a pointer to the StoreGateSvc.

Definition at line 85 of file AthCommonDataStore.h.

85{ return m_evtStore; }

AthCommonDataStore< AthCommonMsg< AlgTool > >::m_evtStore

StoreGateSvc_t m_evtStore

Definition AthCommonDataStore.h:390

◆ extraDeps_update_handler()

void AthCommonDataStore< AthCommonMsg< AlgTool > >::extraDeps_update_handler ( Gaudi::Details::PropertyBase & ExtraDeps )

protectedinherited

Add StoreName to extra input/output deps as needed.

use the logic of the VarHandleKey to parse the DataObjID keys supplied via the ExtraInputs and ExtraOuputs Properties to add the StoreName if it's not explicitly given

◆ getKey()

SG::sgkey_t asg::AsgTool::getKey ( const void * ptr ) const

inherited

Get the (hashed) key of an object that is in the event store.

This is a bit of a special one. StoreGateSvc and xAOD::Event both provide ways for getting the SG::sgkey_t key for an object that is in the store, based on a bare pointer. But they provide different interfaces for doing so.

In order to allow tools to efficiently perform this operation, they can use this helper function.

See also: asg::AsgTool::getName

Parameters

ptr	The bare pointer to the object that the event store should know about

Returns: The hashed key of the object in the store. If not found, an invalid (zero) key.

Definition at line 119 of file AsgTool.cxx.

                                                    {
 
#ifdef XAOD_STANDALONE
      // In case we use @c xAOD::Event, we have a direct function call
      // for this.
      return evtStore()->event()->getKey( ptr );
#else
      const SG::DataProxy* proxy = evtStore()->proxy( ptr );
      return ( proxy == nullptr ? 0 : proxy->sgkey() );
#endif // XAOD_STANDALONE
   }

◆ getName()

const std::string & asg::AsgTool::getName ( const void * ptr ) const

inherited

Get the name of an object that is / should be in the event store.

This is a bit of a special one. StoreGateSvc and xAOD::Event both provide ways for getting the std::string name for an object that is in the store, based on a bare pointer. But they provide different interfaces for doing so.

In order to allow tools to efficiently perform this operation, they can use this helper function.

See also: asg::AsgTool::getKey

Parameters

ptr	The bare pointer to the object that the event store should know about

Returns: The string name of the object in the store. If not found, an empty string.

Definition at line 106 of file AsgTool.cxx.

                                                            {
 
#ifdef XAOD_STANDALONE
      // In case we use @c xAOD::Event, we have a direct function call
      // for this.
      return evtStore()->event()->getName( ptr );
#else
      const SG::DataProxy* proxy = evtStore()->proxy( ptr );
      static const std::string dummy = "";
      return ( proxy == nullptr ? dummy : proxy->name() );
#endif // XAOD_STANDALONE
   }

◆ getNominalResolutionData()

virtual StatusCode IJetCalibStep::getNominalResolutionData	(	const xAOD::Jet &	,
		const JetHelper::JetContext &	,
		double &	) const

inlinevirtualinherited

Reimplemented in SmearingCalibStep.

Definition at line 38 of file IJetCalibStep.h.

38{ return StatusCode::FAILURE; }

◆ getNominalResolutionMC()

virtual StatusCode IJetCalibStep::getNominalResolutionMC	(	const xAOD::Jet &	,
		const JetHelper::JetContext &	,
		double &	) const

inlinevirtualinherited

Reimplemented in SmearingCalibStep.

Definition at line 39 of file IJetCalibStep.h.

39{ return StatusCode::FAILURE; }

◆ getProperty()

template<class T>

const T * asg::AsgTool::getProperty ( const std::string & name ) const

inherited

Get one of the tool's properties.

◆ initialize()

StatusCode JetDNNCalibStep::initialize ( void )

overridevirtual

Dummy implementation of the initialisation function.

It's here to allow the dual-use tools to skip defining an initialisation function. Since many are doing so...

Reimplemented from asg::AsgTool.

Definition at line 13 of file JetDNNCalibStep.cxx.

                                       {
 
  ATH_CHECK( m_inputVariables.retrieve() );
  ATH_CHECK( m_npvKey.initialize() );
  ATH_CHECK( m_muKey.initialize() );
  ATH_CHECK( m_onnxTool.retrieve() );
 
  if (static_cast<int>(m_inputVariables.size()) != m_onnxInputShape) {
    ATH_MSG_FATAL("Number of input variables (" << m_inputVariables.size() << ") does not match onnxInputShape (" << m_onnxInputShape << ")");
    return StatusCode::FAILURE;
  }
 
  return StatusCode::SUCCESS;
}

◆ inputHandles()

virtual std::vector< Gaudi::DataHandle * > AthCommonDataStore< AthCommonMsg< AlgTool > >::inputHandles ( ) const

overridevirtualinherited

Return this algorithm's input handles.

We override this to include handle instances from key arrays if they have not yet been declared. See comments on updateVHKA.

◆ msg()

MsgStream & AthCommonMsg< AlgTool >::msg ( ) const

inlineinherited

Definition at line 24 of file AthCommonMsg.h.

                                {
    return this->msgStream();
  }

◆ msg_level_name()

const std::string & asg::AsgTool::msg_level_name ( ) const

inherited

A deprecated function for getting the message level's name.

Instead of using this, weirdly named function, user code should get the string name of the current minimum message level (in case they really need it...), with:

MSG::name( msg().level() )

This function's name doesn't follow the ATLAS coding rules, and as such will be removed in the not too distant future.

Returns: The string name of the current minimum message level that's printed

Definition at line 101 of file AsgTool.cxx.

                                                  {
 
      return MSG::name( msg().level() );
   }

◆ msgLvl()

bool AthCommonMsg< AlgTool >::msgLvl ( const MSG::Level lvl ) const

inlineinherited

Definition at line 30 of file AthCommonMsg.h.

                                               {
    return this->msgLevel(lvl);
  }

◆ outputHandles()

virtual std::vector< Gaudi::DataHandle * > AthCommonDataStore< AthCommonMsg< AlgTool > >::outputHandles ( ) const

overridevirtualinherited

Return this algorithm's output handles.

We override this to include handle instances from key arrays if they have not yet been declared. See comments on updateVHKA.

◆ print()

void asg::AsgTool::print ( ) const

virtualinherited

Print the state of the tool.

Implements asg::IAsgTool.

Reimplemented in AsgHelloTool, HI::HIPileupTool, JetBottomUpSoftDrop, JetConstituentsRetriever, JetDumper, JetFinder, JetFromPseudojet, JetModifiedMassDrop, JetPileupLabelingTool, JetPruner, JetPseudojetRetriever, JetReclusterer, JetReclusteringTool, JetRecTool, JetRecursiveSoftDrop, JetSoftDrop, JetSplitter, JetSubStructureMomentToolsBase, JetToolRunner, JetTrimmer, JetTruthLabelingTool, and KtDeltaRTool.

Definition at line 131 of file AsgTool.cxx.

                             {
 
      ATH_MSG_INFO( "AsgTool " << name() << " @ " << this );
      return;
   }

◆ renounce()

std::enable_if_t< std::is_void_v< std::result_of_t< decltype(&T::renounce)(T)> > &&!std::is_base_of_v< SG::VarHandleKeyArray, T > &&std::is_base_of_v< Gaudi::DataHandle, T >, void > AthCommonDataStore< AthCommonMsg< AlgTool > >::renounce ( T & h )

inlineprotectedinherited

Definition at line 380 of file AthCommonDataStore.h.

  {
    h.renounce();
    PBASE::renounce (h);
  }

◆ renounceArray()

void AthCommonDataStore< AthCommonMsg< AlgTool > >::renounceArray ( SG::VarHandleKeyArray & handlesArray )

inlineprotectedinherited

remove all handles from I/O resolution

Definition at line 364 of file AthCommonDataStore.h.

                                                          {
    handlesArray.renounce();
  }

◆ sysInitialize()

virtual StatusCode AthCommonDataStore< AthCommonMsg< AlgTool > >::sysInitialize ( )

overridevirtualinherited

Perform system initialization for an algorithm.

We override this to declare all the elements of handle key arrays at the end of initialization. See comments on updateVHKA.

Reimplemented in asg::AsgMetadataTool, AthCheckedComponent< AthAlgTool >, and AthCheckedComponent<::AthAlgTool >.

◆ sysStart()

virtual StatusCode AthCommonDataStore< AthCommonMsg< AlgTool > >::sysStart ( )

overridevirtualinherited

Handle START transition.

We override this in order to make sure that conditions handle keys can cache a pointer to the conditions container.

◆ updateVHKA()

void AthCommonDataStore< AthCommonMsg< AlgTool > >::updateVHKA ( Gaudi::Details::PropertyBase & )

inlineinherited

Definition at line 308 of file AthCommonDataStore.h.

                                               {
    // debug() << "updateVHKA for property " << p.name() << " " << p.toString() 
    //         << "  size: " << m_vhka.size() << endmsg;
    for (auto &a : m_vhka) {
      std::vector<SG::VarHandleKey*> keys = a->keys();
      for (auto k : keys) {
        k->setOwner(this);
      }
    }
  }

Member Data Documentation

◆ m_detStore

StoreGateSvc_t AthCommonDataStore< AthCommonMsg< AlgTool > >::m_detStore

privateinherited

Pointer to StoreGate (detector store by default).

Definition at line 393 of file AthCommonDataStore.h.

◆ m_eScales

Gaudi::Property<std::vector<float> > JetDNNCalibStep::m_eScales {this, "EScales", {}, "Vector of E scales for each input variable"}

private

Definition at line 43 of file JetDNNCalibStep.h.

43{this, "EScales", {}, "Vector of E scales for each input variable"};

◆ m_evtStore

StoreGateSvc_t AthCommonDataStore< AthCommonMsg< AlgTool > >::m_evtStore

privateinherited

Pointer to StoreGate (event store by default).

Definition at line 390 of file AthCommonDataStore.h.

◆ m_inputVariables

ToolHandleArray<JetHelper::IVarTool> JetDNNCalibStep::m_inputVariables {this, "InputVarTool", {}, "Instance of VarTool for accessing input variables"}

private

Definition at line 42 of file JetDNNCalibStep.h.

42{this, "InputVarTool", {}, "Instance of VarTool for accessing input variables"};

◆ m_jetInScale

Gaudi::Property<std::string> JetDNNCalibStep::m_jetInScale {this, "InScale", "JetConstitScaleMomentum", "Starting jet scale"}

private

Definition at line 34 of file JetDNNCalibStep.h.

34{this, "InScale", "JetConstitScaleMomentum", "Starting jet scale"};

◆ m_jetOutScale

Gaudi::Property<std::string> JetDNNCalibStep::m_jetOutScale {this, "OutScale", "JetDNNScaleMomentum", "Ending jet scale"}

private

Definition at line 35 of file JetDNNCalibStep.h.

35{this, "OutScale", "JetDNNScaleMomentum", "Ending jet scale"};

◆ m_muKey

SG::ReadDecorHandleKey<xAOD::EventInfo> JetDNNCalibStep::m_muKey {this, "actualInteractionsPerCrossing", "EventInfo.actualInteractionsPerCrossing", "Decoration for Actual Number of Interactions Per Crossing"}

private

Definition at line 53 of file JetDNNCalibStep.h.

53{this, "actualInteractionsPerCrossing", "EventInfo.actualInteractionsPerCrossing", "Decoration for Actual Number of Interactions Per Crossing"};

◆ m_normOffsets

Gaudi::Property<std::vector<float> > JetDNNCalibStep::m_normOffsets {this, "NormOffsets", {}, "Vector of normalisation offsets for each input variable"}

private

Definition at line 44 of file JetDNNCalibStep.h.

44{this, "NormOffsets", {}, "Vector of normalisation offsets for each input variable"};

◆ m_normScales

Gaudi::Property<std::vector<float> > JetDNNCalibStep::m_normScales {this, "NormScales", {}, "Vector of normalisation scales for each input variable"}

private

Definition at line 45 of file JetDNNCalibStep.h.

45{this, "NormScales", {}, "Vector of normalisation scales for each input variable"};

◆ m_npvKey

SG::ReadHandleKey<xAOD::VertexContainer> JetDNNCalibStep::m_npvKey {this, "VertexContainer", "PrimaryVertices"}

private

Definition at line 54 of file JetDNNCalibStep.h.

54{this, "VertexContainer", "PrimaryVertices"};

◆ m_onnxInputShape

Gaudi::Property<int> JetDNNCalibStep::m_onnxInputShape {this, "onnxInputShape", -1}

private

Definition at line 38 of file JetDNNCalibStep.h.

38{this, "onnxInputShape", -1}; //Value -1 is just a default value

◆ m_onnxOutputShape

Gaudi::Property<int> JetDNNCalibStep::m_onnxOutputShape {this, "onnxOutputShape", -1}

private

Definition at line 39 of file JetDNNCalibStep.h.

39{this, "onnxOutputShape", -1};

◆ m_onnxTool

ToolHandle<AthInfer::IAthInferenceTool> JetDNNCalibStep::m_onnxTool {this, "ORTInferenceTool", "AthOnnx::OnnxRuntimeInferenceTool"}

private

Definition at line 48 of file JetDNNCalibStep.h.

48{this, "ORTInferenceTool", "AthOnnx::OnnxRuntimeInferenceTool"};

◆ m_varHandleArraysDeclared

bool AthCommonDataStore< AthCommonMsg< AlgTool > >::m_varHandleArraysDeclared

privateinherited

Definition at line 399 of file AthCommonDataStore.h.

◆ m_vhka

std::vector<SG::VarHandleKeyArray*> AthCommonDataStore< AthCommonMsg< AlgTool > >::m_vhka

privateinherited

Definition at line 398 of file AthCommonDataStore.h.

The documentation for this class was generated from the following files:

Public Member Functions

Protected Member Functions

Private Types

Private Member Functions

Private Attributes

Detailed Description

Member Typedef Documentation

◆ StoreGateSvc_t

Member Function Documentation

◆ AsgTool() [1/2]

◆ AsgTool() [2/2]

◆ calibrate()

◆ declareGaudiProperty()

◆ declareProperty()

◆ detStore()

◆ evtStore()

◆ extraDeps_update_handler()

◆ getKey()

◆ getName()

◆ getNominalResolutionData()

◆ getNominalResolutionMC()

◆ getProperty()

◆ initialize()

◆ inputHandles()

◆ msg()

◆ msg_level_name()

◆ msgLvl()

◆ outputHandles()

◆ print()

◆ renounce()

◆ renounceArray()

◆ sysInitialize()

◆ sysStart()

◆ updateVHKA()

Member Data Documentation

◆ m_detStore

◆ m_eScales

◆ m_evtStore

◆ m_inputVariables

◆ m_jetInScale

◆ m_jetOutScale

◆ m_muKey

◆ m_normOffsets

◆ m_normScales

◆ m_npvKey

◆ m_onnxInputShape

◆ m_onnxOutputShape

◆ m_onnxTool

◆ m_varHandleArraysDeclared

◆ m_vhka