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Merge pull request #42822 from swkim95/forPR_backportTo_CMSSW_13_1_X
BackPort(#42745) Phase2 MuonHLTSeed MVA Classifier to CMSSW_13_1_X for AR
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...figuration/python/HLT_75e33/modules/hltIter2Phase2L3FromL1TkMuonPixelSeedsFiltered_cfi.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,19 @@ | ||
| import FWCore.ParameterSet.Config as cms | ||
|
|
||
| hltIter2Phase2L3FromL1TkMuonPixelSeedsFiltered = cms.EDProducer("MuonHLTSeedMVAClassifierPhase2", | ||
| src = cms.InputTag("hltIter2Phase2L3FromL1TkMuonPixelSeeds"), | ||
| L1TkMu = cms.InputTag("l1tTkMuonsGmt"), | ||
| mvaFile_B_0 = cms.FileInPath("RecoMuon/TrackerSeedGenerator/data/xgb_Phase2_Iter2FromL1_barrel_v0.xml"), | ||
| mvaFile_E_0 = cms.FileInPath("RecoMuon/TrackerSeedGenerator/data/xgb_Phase2_Iter2FromL1_endcap_v0.xml"), | ||
| mvaScaleMean_B = cms.vdouble(0.00033113700731766336, 1.6825601468762878e-06, 1.790932122524803e-06, 0.010534608406382916, 0.005969459957330139, 0.0009605022254971113, 0.04384189672781466, 7.846741237608237e-05, 0.40725050850004824, 0.41125151617410227, 0.39815551065544846), | ||
| mvaScaleStd_B = cms.vdouble(0.0006042948363798624, 2.445644111872427e-06, 3.454992543447134e-06, 0.09401581628887255, 0.7978806947573766, 0.4932933044535928, 0.04180518265631776, 0.058296511682094855, 0.4071857009373577, 0.41337782307392973, 0.4101160349549534), | ||
| mvaScaleMean_E = cms.vdouble(0.00022658482374555603, 5.358921973784045e-07, 1.010003713549798e-06, 0.0007886873612224615, 0.001197730548842408, -0.0030252353426003594, 0.07151944804171254, -0.0006940626775109026, 0.20535152195939896, 0.2966816533783824, 0.28798220230180455), | ||
| mvaScaleStd_E = cms.vdouble(0.0003857726789049956, 1.4853721474087994e-06, 6.982997036736564e-06, 0.04071340757666084, 0.5897606560095399, 0.33052121398064654, 0.05589386786541949, 0.08806273533388546, 0.3254586902665612, 0.3293354496231377, 0.3179899794578072), | ||
| doSort = cms.bool(True), | ||
| nSeedsMax_B = cms.int32(20), | ||
| nSeedsMax_E = cms.int32(20), | ||
| etaEdge = cms.double(1.2), | ||
| mvaCut_B = cms.double(0.), | ||
| mvaCut_E = cms.double(0.), | ||
| baseScore = cms.double(0.5) | ||
| ) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,32 +1,60 @@ | ||
| <use name="CommonTools/MVAUtils"/> | ||
| <use name="CommonTools/Utils"/> | ||
| <use name="CommonTools/UtilAlgos"/> | ||
| <use name="DataFormats/BeamSpot"/> | ||
| <use name="DataFormats/Common"/> | ||
| <use name="DataFormats/GeometryCommonDetAlgo"/> | ||
| <use name="DataFormats/GeometryVector"/> | ||
| <use name="DataFormats/L1Trigger"/> | ||
| <use name="DataFormats/L1GlobalMuonTrigger"/> | ||
| <use name="DataFormats/MuonReco"/> | ||
| <use name="DataFormats/TrackReco"/> | ||
| <use name="DataFormats/TrackerRecHit2D"/> | ||
| <use name="DataFormats/TrackingRecHit"/> | ||
| <use name="DataFormats/TrajectorySeed"/> | ||
| <use name="DataFormats/TrajectoryState"/> | ||
| <use name="DataFormats/TrackerCommon"/> | ||
| <use name="DataFormats/RecoCandidate"/> | ||
| <use name="DataFormats/SiPixelDetId"/> | ||
| <use name="DataFormats/Phase2TrackerDigi"/> | ||
| <use name="DataFormats/L1TrackTrigger"/> | ||
| <use name="DataFormats/L1TCorrelator"/> | ||
| <use name="DataFormats/L1TMuonPhase2"/> | ||
| <use name="FWCore/Framework"/> | ||
| <use name="FWCore/Utilities"/> | ||
| <use name="FWCore/MessageLogger"/> | ||
| <use name="FWCore/ParameterSet"/> | ||
| <use name="FWCore/PluginManager"/> | ||
| <use name="Geometry/Records"/> | ||
| <use name="Geometry/TrackerGeometryBuilder"/> | ||
| <use name="Geometry/TrackerNumberingBuilder"/> | ||
| <use name="Geometry/CommonDetUnit"/> | ||
| <use name="Geometry/CommonTopologies"/> | ||
| <use name="MagneticField/Engine"/> | ||
| <use name="MagneticField/Records"/> | ||
| <use name="RecoMuon/DetLayers"/> | ||
| <use name="RecoMuon/TrackingTools"/> | ||
| <use name="RecoMuon/Records"/> | ||
| <use name="RecoTracker/PixelTrackFitting"/> | ||
| <use name="RecoTracker/TkMSParametrization"/> | ||
| <use name="RecoTracker/TkDetLayers"/> | ||
| <use name="RecoTracker/TkSeedingLayers"/> | ||
| <use name="RecoTracker/TkTrackingRegions"/> | ||
| <use name="RecoTracker/TransientTrackingRecHit"/> | ||
| <use name="SimTracker/Common"/> | ||
| <use name="SimTracker/TrackAssociation"/> | ||
| <use name="SimTracker/TrackerHitAssociation"/> | ||
| <use name="SimTracker/TrackTriggerAssociation"/> | ||
| <use name="SimDataFormats/Associations"/> | ||
| <use name="SimDataFormats/TrackingAnalysis"/> | ||
| <use name="SimGeneral/TrackingAnalysis"/> | ||
| <use name="TrackingTools/GeomPropagators"/> | ||
| <use name="TrackingTools/PatternTools"/> | ||
| <use name="TrackingTools/Records"/> | ||
| <use name="TrackingTools/TrajectoryState"/> | ||
| <use name="TrackingTools/TransientTrackingRecHit"/> | ||
| <use name="TrackingTools/TrackAssociator"/> | ||
| <use name="TrackPropagation/SteppingHelixPropagator"/> | ||
| <export> | ||
| <lib name="1"/> | ||
| </export> |
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88
RecoMuon/TrackerSeedGenerator/interface/SeedMvaEstimatorPhase2.h
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,88 @@ | ||
| #ifndef RecoMuon_TrackerSeedGenerator_SeedMvaEstimatorPhase2_h | ||
| #define RecoMuon_TrackerSeedGenerator_SeedMvaEstimatorPhase2_h | ||
|
|
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| #include "FWCore/Framework/interface/ConsumesCollector.h" | ||
| #include "FWCore/Framework/interface/ESHandle.h" | ||
| #include "FWCore/Framework/interface/EventSetup.h" | ||
| #include "FWCore/Utilities/interface/ESGetToken.h" | ||
| #include "FWCore/Utilities/interface/ESInputTag.h" | ||
| #include "DataFormats/Common/interface/Handle.h" | ||
| #include "DataFormats/TrackerCommon/interface/TrackerTopology.h" | ||
| #include "DataFormats/TrajectorySeed/interface/TrajectorySeed.h" | ||
| #include "DataFormats/TrajectorySeed/interface/TrajectorySeedCollection.h" | ||
| #include "DataFormats/TrajectorySeed/interface/PropagationDirection.h" | ||
| #include "DataFormats/TrajectoryState/interface/PTrajectoryStateOnDet.h" | ||
| #include "DataFormats/TrajectoryState/interface/LocalTrajectoryParameters.h" | ||
| #include "DataFormats/RecoCandidate/interface/RecoChargedCandidate.h" | ||
| #include "DataFormats/RecoCandidate/interface/RecoChargedCandidateFwd.h" | ||
| #include "DataFormats/L1TCorrelator/interface/TkMuon.h" | ||
| #include "DataFormats/L1TCorrelator/interface/TkMuonFwd.h" | ||
| #include "DataFormats/L1TMuonPhase2/interface/TrackerMuon.h" | ||
| #include "TrackingTools/GeomPropagators/interface/Propagator.h" | ||
| #include "TrackingTools/Records/interface/TrackingComponentsRecord.h" | ||
| #include "TrackingTools/TrajectoryState/interface/FreeTrajectoryState.h" | ||
| #include "RecoTracker/TkDetLayers/interface/GeometricSearchTracker.h" | ||
| #include "RecoTracker/TkDetLayers/interface/GeometricSearchTrackerBuilder.h" | ||
| #include "Geometry/TrackerNumberingBuilder/interface/GeometricDet.h" | ||
| #include "Geometry/Records/interface/IdealGeometryRecord.h" | ||
| #include "Geometry/Records/interface/TrackerTopologyRcd.h" | ||
|
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| #include <memory> | ||
| #include <string> | ||
|
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| typedef pair<const DetLayer*, TrajectoryStateOnSurface> LayerTSOS; | ||
| typedef pair<const DetLayer*, const TrackingRecHit*> LayerHit; | ||
|
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| class GBRForest; | ||
|
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| namespace edm { | ||
| class FileInPath; | ||
| } | ||
|
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| class SeedMvaEstimatorPhase2 { | ||
| public: | ||
| SeedMvaEstimatorPhase2(const edm::FileInPath& weightsfile, | ||
| const std::vector<double>& scale_mean, | ||
| const std::vector<double>& scale_std); | ||
| ~SeedMvaEstimatorPhase2(); | ||
|
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| double computeMva(const TrajectorySeed&, | ||
| const GlobalVector&, | ||
| const GlobalPoint&, | ||
| const edm::Handle<l1t::TrackerMuonCollection>&, | ||
| const edm::ESHandle<MagneticField>&, | ||
| const Propagator&, | ||
| const GeometricSearchTracker&) const; | ||
|
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| private: | ||
| std::unique_ptr<const GBRForest> gbrForest_; | ||
| const std::vector<double> scale_mean_; | ||
| const std::vector<double> scale_std_; | ||
|
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| vector<LayerTSOS> getTsosOnPixels(const TTTrack<Ref_Phase2TrackerDigi_>&, | ||
| const edm::ESHandle<MagneticField>&, | ||
| const Propagator&, | ||
| const GeometricSearchTracker&) const; | ||
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| vector<pair<LayerHit, LayerTSOS> > getHitTsosPairs(const TrajectorySeed&, | ||
| const edm::Handle<l1t::TrackerMuonCollection>&, | ||
| const edm::ESHandle<MagneticField>&, | ||
| const Propagator&, | ||
| const GeometricSearchTracker&) const; | ||
|
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| void getL1TTVariables(const TrajectorySeed&, | ||
| const GlobalVector&, | ||
| const GlobalPoint&, | ||
| const edm::Handle<l1t::TrackerMuonCollection>&, | ||
| float&, | ||
| float&) const; | ||
| void getHitL1TkVariables(const TrajectorySeed&, | ||
| const edm::Handle<l1t::TrackerMuonCollection>&, | ||
| const edm::ESHandle<MagneticField>&, | ||
| const Propagator&, | ||
| const GeometricSearchTracker&, | ||
| float&, | ||
| float&, | ||
| float&) const; | ||
| }; | ||
| #endif |
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