Phase2 L1T: Correlator development for AR2026 #51093
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| #ifndef L1TRIGGER_PHASE2L1PARTICLEFLOWS_L1TSC82ProngJetID_H | ||
| #define L1TRIGGER_PHASE2L1PARTICLEFLOWS_L1TSC82ProngJetID_H | ||
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| #include "DataFormats/L1TParticleFlow/interface/PFJet.h" | ||
| #include <memory> | ||
| #include <vector> | ||
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| //HLS4ML compiled emulator modeling | ||
| #include "ap_fixed.h" | ||
| #include "hls4ml/emulator.h" | ||
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| class L1TSC82ProngJetID { | ||
| public: | ||
| L1TSC82ProngJetID(const std::shared_ptr<hls4mlEmulator::Model> model, int iNParticles); | ||
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| typedef ap_fixed<24, 12, AP_RND, AP_SAT, 0> inputtype; | ||
| typedef ap_ufixed<20, 10, AP_RND, AP_SAT, 0> prong_score; | ||
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| void setNNVectorVar(); | ||
| std::vector<float> EvaluateNNFixed(); | ||
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| std::vector<float> computeFixed(const l1t::PFJet &iJet); | ||
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| private: | ||
| std::vector<inputtype> NNvectorVar_; | ||
| int fNParticles_; | ||
| std::unique_ptr<float[]> fPt_; | ||
| std::unique_ptr<float[]> fPt_rel_; | ||
| std::unique_ptr<float[]> fDEta_; | ||
| std::unique_ptr<float[]> fDPhi_; | ||
| std::unique_ptr<float[]> fPt_log_; | ||
| std::unique_ptr<float[]> fMass_; | ||
| std::unique_ptr<float[]> fZ0_; | ||
| std::unique_ptr<float[]> fDxy_; | ||
| std::unique_ptr<int[]> fIs_filled_; | ||
| std::unique_ptr<float[]> fPuppi_weight_; | ||
| std::unique_ptr<int[]> fEmID_; | ||
| std::unique_ptr<float[]> fQuality_; | ||
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| std::unique_ptr<int[]> fCharge_; | ||
| std::unique_ptr<int[]> fId_; | ||
| std::shared_ptr<hls4mlEmulator::Model> modelRef_; | ||
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| //bool isDebugEnabled_; | ||
| }; | ||
| #endif | ||
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| #include "FWCore/Framework/interface/Frameworkfwd.h" | ||
| #include "FWCore/Framework/interface/stream/EDProducer.h" | ||
| #include "FWCore/Framework/interface/Event.h" | ||
| #include "FWCore/Framework/interface/MakerMacros.h" | ||
| #include "FWCore/ParameterSet/interface/ParameterSet.h" | ||
| #include "FWCore/Utilities/interface/InputTag.h" | ||
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| #include "DataFormats/L1TParticleFlow/interface/PFJet.h" | ||
| #include "DataFormats/JetReco/interface/Jet.h" | ||
| #include "DataFormats/L1TParticleFlow/interface/PFCandidate.h" | ||
| #include "L1Trigger/Phase2L1ParticleFlow/interface/L1TSC82ProngJetID.h" | ||
| #include "DataFormats/Common/interface/ValueMap.h" | ||
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| #include "DataFormats/L1Trigger/interface/VertexWord.h" | ||
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| #include <cmath> | ||
| #include <vector> | ||
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| #include <string> | ||
| #include "ap_fixed.h" | ||
| #include "hls4ml/emulator.h" | ||
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| using namespace l1t; | ||
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Contributor
There was a problem hiding this comment. could you use l1t::name rather than using namespace l1t? |
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| class L1TSC82ProngJetProducer : public edm::stream::EDProducer<> { | ||
| public: | ||
| explicit L1TSC82ProngJetProducer(const edm::ParameterSet&); | ||
| ~L1TSC82ProngJetProducer() override = default; | ||
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| static void fillDescriptions(edm::ConfigurationDescriptions& descriptions); | ||
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| private: | ||
| std::unique_ptr<L1TSC82ProngJetID> fJetId_; | ||
| void produce(edm::Event& iEvent, const edm::EventSetup& iSetup) override; | ||
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| edm::EDGetTokenT<edm::View<l1t::PFJet>> const jets_; | ||
| double const fMinPt_; | ||
| double const fMaxEta_; | ||
| unsigned int const fMaxJets_; | ||
| int const fNParticles_; | ||
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| hls4mlEmulator::ModelLoader loader; | ||
| std::shared_ptr<hls4mlEmulator::Model> model; | ||
| }; | ||
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| L1TSC82ProngJetProducer::L1TSC82ProngJetProducer(const edm::ParameterSet& cfg) | ||
| : jets_(consumes<edm::View<l1t::PFJet>>(cfg.getParameter<edm::InputTag>("jets"))), | ||
| fMinPt_(cfg.getParameter<double>("minPt")), | ||
| fMaxEta_(cfg.getParameter<double>("maxEta")), | ||
| fMaxJets_(cfg.getParameter<int>("maxJets")), | ||
| fNParticles_(cfg.getParameter<int>("nParticles")), | ||
| loader(hls4mlEmulator::ModelLoader(cfg.getParameter<std::string>("l1tSC82ProngJetModelPath"))) { | ||
| model = loader.load_model(); | ||
| fJetId_ = std::make_unique<L1TSC82ProngJetID>(model, fNParticles_); | ||
| produces<l1t::PFJetCollection>("l1tSC82ProngJets"); | ||
| } | ||
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| void L1TSC82ProngJetProducer::produce(edm::Event& iEvent, const edm::EventSetup& iSetup) { | ||
| edm::Handle<edm::View<l1t::PFJet>> jets; | ||
| iEvent.getByToken(jets_, jets); | ||
| std::vector<l1t::PFJet> taggedJets; | ||
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| for (const auto& srcjet : *jets) { | ||
| l1ct::Jet ctHWJet = l1ct::Jet::unpack(srcjet.encodedJet(l1t::PFJet::HWEncoding::CT)); | ||
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| if (srcjet.pt() < fMinPt_ || std::abs(srcjet.eta()) > fMaxEta_ || taggedJets.size() >= fMaxJets_) { | ||
| ctHWJet.clear(); | ||
| continue; | ||
| } | ||
| std::vector<float> JetProngScore_float = fJetId_->computeFixed(srcjet); | ||
| l1gt::WideJet gtwHWJet = l1gt::WideJet::unpack(srcjet.getHWJetGTWide()); | ||
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| l1t::PFJet edmJet( | ||
| srcjet.pt(), srcjet.eta(), srcjet.phi(), srcjet.mass(), gtwHWJet.v3.pt.V, gtwHWJet.v3.eta.V, gtwHWJet.v3.phi.V); | ||
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| std::vector<l1ct::JetTagClass> classes{l1ct::JetTagClass(l1ct::JetTagClass::JetTagClassValue::nprong)}; | ||
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| edmJet.addTagScores(JetProngScore_float, classes, 1.); | ||
| edmJet.setEncodedJet(l1t::PFJet::HWEncoding::CT, ctHWJet.pack()); | ||
| edmJet.setEncodedJet(l1t::PFJet::HWEncoding::GTWide, gtwHWJet.pack()); | ||
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| std::vector<edm::Ptr<l1t::PFCandidate>> constituents; | ||
| std::for_each(srcjet.constituents().begin(), srcjet.constituents().end(), [&](auto constituent) { | ||
| edmJet.addConstituent(constituent); | ||
| }); | ||
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| taggedJets.push_back(edmJet); | ||
| } | ||
| std::sort(taggedJets.begin(), taggedJets.end(), [](l1t::PFJet a, l1t::PFJet b) { return (a.pt() > b.pt()); }); | ||
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| std::unique_ptr<l1t::PFJetCollection> taggedJetsCollection(new l1t::PFJetCollection); | ||
| taggedJetsCollection->swap(taggedJets); | ||
| iEvent.put(std::move(taggedJetsCollection), "l1tSC82ProngJets"); | ||
| } | ||
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| void L1TSC82ProngJetProducer::fillDescriptions(edm::ConfigurationDescriptions& descriptions) { | ||
| edm::ParameterSetDescription desc; | ||
| desc.add<edm::InputTag>("jets", edm::InputTag("l1tSC8PFL1PuppiEmulator")); | ||
| desc.add<std::string>("l1tSC82ProngJetModelPath", std::string("L1TSC82ProngJetModel_v0")); | ||
| desc.add<double>("minPt", 0.); | ||
| desc.add<double>("maxEta", 5.); | ||
| desc.add<int>("maxJets", 16); | ||
| desc.add<int>("nParticles", 8); | ||
| descriptions.add("l1tSC82ProngJetProducer", desc); | ||
| } | ||
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| #include "FWCore/Framework/interface/MakerMacros.h" | ||
| DEFINE_FWK_MODULE(L1TSC82ProngJetProducer); | ||
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should L1TSC82ProngJetID be uppercase?