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MuonSeedMVAClassifier for Phase2 using L1TkMuon, commits squashed to …
…single commit default seed cut : Nseed < 20 add descriptions, make doSort to be true for default run code check and format again after changing codes Fix typo : getHitL1TkVatiables -> getHitL1TkVariables Fix comments fix missed typo : getHitL1TkVatiables -> getHitL1TkVariables Remove customizer and mvaScale files, these will be added as HLT module instead Remove unused varaible (L2Muon related) Instead of customizer and external scale file, make new HLT module filtering seeds. Apply this module to 5 Muon HLT paths and 1 track module code check and code format test Fix codes bades on comments by @mmusich, fix model xml file name, test it and run code check & format Fix cout to use message logger instead
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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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RecoMuon/TrackerSeedGenerator/interface/SeedMvaEstimatorPhase2.h
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,88 @@ | ||
| #ifndef RecoMuon_TrackerSeedGenerator_SeedMvaEstimatorPhase2_h | ||
| #define RecoMuon_TrackerSeedGenerator_SeedMvaEstimatorPhase2_h | ||
|
|
||
| #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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