From 86346a0cec9ccc273e307cf644f7e42595216132 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Thu, 4 Apr 2024 16:12:15 +0200 Subject: [PATCH 01/22] Initial prototype to integrate the new multiclass model --- .../L1TParticleFlow/interface/PFCluster.h | 18 +++++++- .../L1TParticleFlow/src/classes_def.xml | 3 +- .../interface/HGC3DClusterID.h | 45 +++++++++++++++++++ .../PFClusterProducerFromHGC3DClusters.cc | 20 ++++++--- .../src/HGC3DClusterID.cc | 42 +++++++++++++++++ 5 files changed, 119 insertions(+), 9 deletions(-) create mode 100644 L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h create mode 100644 L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc diff --git a/DataFormats/L1TParticleFlow/interface/PFCluster.h b/DataFormats/L1TParticleFlow/interface/PFCluster.h index 2272ccbe353db..31b2c14cf1226 100644 --- a/DataFormats/L1TParticleFlow/interface/PFCluster.h +++ b/DataFormats/L1TParticleFlow/interface/PFCluster.h @@ -29,7 +29,10 @@ namespace l1t { hOverE_(hOverE), ptError_(ptError), absZBarycenter_(absZBarycenter), - sigmaRR_(sigmaRR) { + sigmaRR_(sigmaRR), + puIdScore_(0), + emIdScore_(0), + piIdScore_(0) { setPdgId(isEM ? 22 : 130); // photon : non-photon(K0) } PFCluster( @@ -76,10 +79,23 @@ namespace l1t { float egVsPUMVAOut() const { return egVsPUMVAOut_; } void setEgVsPUMVAOut(float egVsPUMVAOut) { egVsPUMVAOut_ = egVsPUMVAOut; } + void setPuIDScore(float score) { puIdScore_ = score; } + float puIDScore() const { return puIdScore_; } + + void setEmIDScore(float score) { emIdScore_ = score; } + float emIDScore() const { return emIdScore_; } + + void setPiIDScore(float score) { piIdScore_ = score; } + float piIDScore() const { return piIdScore_; } + + + + private: float hOverE_, ptError_, egVsPionMVAOut_, egVsPUMVAOut_; // HGC dedicated quantities (0ed by default) float absZBarycenter_, sigmaRR_; + float puIdScore_, emIdScore_, piIdScore_; ConstituentsAndFractions constituents_; }; diff --git a/DataFormats/L1TParticleFlow/src/classes_def.xml b/DataFormats/L1TParticleFlow/src/classes_def.xml index a0fd04b4bec23..1786d11ad3fec 100644 --- a/DataFormats/L1TParticleFlow/src/classes_def.xml +++ b/DataFormats/L1TParticleFlow/src/classes_def.xml @@ -1,6 +1,7 @@ - + + diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h new file mode 100644 index 0000000000000..1f8f56d287dcb --- /dev/null +++ b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h @@ -0,0 +1,45 @@ +#ifndef L1Trigger_Phase2L1ParticleFlow_HGC3DClusterID_h +#define L1Trigger_Phase2L1ParticleFlow_HGC3DClusterID_h +#include "FWCore/Framework/interface/Frameworkfwd.h" +#include "FWCore/ParameterSet/interface/ParameterSet.h" + +#include "DataFormats/L1THGCal/interface/HGCalMulticluster.h" +#include "DataFormats/L1TParticleFlow/interface/PFCluster.h" +#include "CommonTools/Utils/interface/StringCutObjectSelector.h" +#include "CommonTools/Utils/interface/StringObjectFunction.h" + +#include +#include + +namespace l1tpf { + class HGC3DClusterID { + public: + HGC3DClusterID(const edm::ParameterSet &pset); + + void evaluate(const l1t::HGCalMulticluster &cl, l1t::PFCluster &cpf) const; + + bool passPuID(l1t::PFCluster &cpf); + bool passPFEmID(l1t::PFCluster &cpf); + bool passEgEmID(l1t::PFCluster &cpf); + bool passPiID(l1t::PFCluster &cpf); + + private: + class Var { + public: + Var(const std::string &name, const std::string &expr) : name_(name), expr_(expr) {} + // void declare(TMVA::Reader &r) { r.AddVariable(name_, &val_); } + void fill(const l1t::HGCalMulticluster &c) { val_ = expr_(c); } + + private: + std::string name_; + StringObjectFunction expr_; + float val_; + }; + + std::vector variables_; + + + }; //class +}; // namespace l1tpf + +#endif diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc index 0a76d751f90c0..80b80b337993b 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc @@ -10,6 +10,8 @@ #include "L1Trigger/Phase2L1ParticleFlow/interface/corrector.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/ParametricResolution.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterEgID.h" +#include "L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h" + #include "DataFormats/L1THGCal/interface/HGCalMulticluster.h" #include "CommonTools/Utils/interface/StringCutObjectSelector.h" @@ -28,6 +30,7 @@ namespace l1tpf { double etCut_; StringCutObjectSelector preEmId_; l1tpf::HGC3DClusterEgID emVsPionID_, emVsPUID_; + l1tpf::HGC3DClusterID multiClassPID_; bool hasEmId_; l1tpf::corrector corrector_; l1tpf::ParametricResolution resol_; @@ -45,6 +48,7 @@ l1tpf::PFClusterProducerFromHGC3DClusters::PFClusterProducerFromHGC3DClusters(co preEmId_(iConfig.getParameter("preEmId")), emVsPionID_(iConfig.getParameter("emVsPionID")), emVsPUID_(iConfig.getParameter("emVsPUID")), + multiClassPID_(iConfig.getParameter("multiClassPID")), hasEmId_((iConfig.existsAs("preEmId") && !iConfig.getParameter("preEmId").empty()) || !emVsPionID_.method().empty()), corrector_(iConfig.getParameter("corrector"), @@ -107,6 +111,7 @@ void l1tpf::PFClusterProducerFromHGC3DClusters::produce(edm::Event &iEvent, cons if (pt <= etCut_) continue; + // this block below is to support the older EG emulators, and is not used in newer ones if (it->hwQual()) { // this is the EG ID shipped with the HGC TPs // we use the EM interpretation of the cluster energy @@ -118,6 +123,8 @@ void l1tpf::PFClusterProducerFromHGC3DClusters::produce(edm::Event &iEvent, cons } l1t::PFCluster cluster(pt, it->eta(), it->phi(), hoe); + multiClassPID_.evaluate(*it, cluster); + if (scenario_ == UseEmInterp::EmOnly) { // for emID objs, use EM interp as pT and set H = 0 if (isEM) { float pt_new = it->iPt(l1t::HGCalMulticluster::EnergyInterpretation::EM); @@ -143,15 +150,14 @@ void l1tpf::PFClusterProducerFromHGC3DClusters::produce(edm::Event &iEvent, cons // 3, pt, it->eta(), em_old, em_new, hoe, cluster.pt(), cluster.emEt(), cluster.hOverE()); } - if (!emVsPUID_.method().empty()) { - if (!emVsPUID_.passID(*it, cluster)) { - continue; - } + if (!multiClassPID_.passPuID(cluster)) { + continue; } - if (!emOnly_ && !emVsPionID_.method().empty()) { - isEM = emVsPionID_.passID(*it, cluster); + + if (!emOnly_) { + isEM = multiClassPID_.passPFEmID(cluster); } - cluster.setHwQual((isEM ? 1 : 0) + (it->hwQual() << 1)); + cluster.setHwQual((isEM ? 1 : 0) + (multiClassPID_.passEgEmID(cluster) << 1)); if (corrector_.valid()) corrector_.correctPt(cluster); diff --git a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc new file mode 100644 index 0000000000000..9b1e758d49dc2 --- /dev/null +++ b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc @@ -0,0 +1,42 @@ +#include "L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h" + +l1tpf::HGC3DClusterID::HGC3DClusterID(const edm::ParameterSet &pset) { + // first create all the variables + for (const auto &psvar : pset.getParameter>("variables")) { + variables_.emplace_back(psvar.getParameter("name"), psvar.getParameter("value")); + } +} + + +void l1tpf::HGC3DClusterID::evaluate(const l1t::HGCalMulticluster &cl, l1t::PFCluster &cpf) const { + //Here we run the model and get the scores + float puScore = 0; + float emScore = 0; + float piScore = 0; + + cpf.setPuIDScore(puScore); + cpf.setEmIDScore(emScore); + cpf.setPiIDScore(piScore); +} + + +bool l1tpf::HGC3DClusterID::passPuID(l1t::PFCluster &cpf) { + // here we evaluate the WPs + return cpf.puIDScore() > -1; +} + +bool l1tpf::HGC3DClusterID::passPFEmID(l1t::PFCluster &cpf) { + // here we evaluate the WPs + return cpf.emIDScore() > -1; +} + +bool l1tpf::HGC3DClusterID::passEgEmID(l1t::PFCluster &cpf) { + // here we evaluate the WPs + return cpf.emIDScore() > -1; +} + + +bool l1tpf::HGC3DClusterID::passPiID(l1t::PFCluster &cpf) { + // here we evaluate the WPs + return cpf.piIDScore() > -1; +} From 7b20cad305a4915872ff8243312a80f26294bc81 Mon Sep 17 00:00:00 2001 From: Kyungmin Park Date: Tue, 30 Apr 2024 19:55:44 +0200 Subject: [PATCH 02/22] skeleton for hgc multiclass id integration --- ...ssSF_maxdepth6_20p10quant_meanzoffset.json | 55124 ++++++++++++++++ .../data/multiclassID/my_prj.json | 28974 ++++++++ .../interface/HGC3DClusterID.h | 31 +- .../interface/conifer_cpp.h | 157 + .../PFClusterProducerFromHGC3DClusters.cc | 8 +- .../l1tPFClustersFromHGC3DClusters_cfi.py | 16 + .../src/HGC3DClusterID.cc | 91 +- 7 files changed, 84371 insertions(+), 30 deletions(-) create mode 100644 L1Trigger/Phase2L1ParticleFlow/data/multiclassID/model_classSF_maxdepth6_20p10quant_meanzoffset.json create mode 100644 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+ -1, + -1, + -1, + -1, + -1, + -1 + ] + } + ] + ], + "config": { + "output_dir": "/home/kypark/conifer/my-conifer-prj", + "project_name": "my_prj", + "backend": "xilinxhls", + "input_precision": "ap_fixed<12,4>", + "threshold_precision": "ap_fixed<12,4>", + "score_precision": "ap_fixed<12,4>", + "xilinx_part": "xcvu9p-flgb2104-2L-e", + "clock_period": "5", + "unroll": true, + "accelerator_config": null + }, + "metadata": [ + { + "version": "1.4", + "host": "yavin", + "user": "kypark", + "time": 1712763069.632515 + } + ] +} \ No newline at end of file diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h index 1f8f56d287dcb..c7beb5e95696e 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h @@ -8,20 +8,41 @@ #include "CommonTools/Utils/interface/StringCutObjectSelector.h" #include "CommonTools/Utils/interface/StringObjectFunction.h" +#include "DataFormats/L1TParticleFlow/interface/layer1_emulator.h" +//#include "conifer.h" +#include "conifer_cpp.h" + #include #include +#include + +// For conifer model inference +//typedef ap_fixed<21, 12, AP_RND_CONV, AP_SAT> bdt_feature_t; +//typedef ap_fixed<12, 3, AP_RND_CONV, AP_SAT> bdt_score_t; +//conifer::BDT, false> *multiclass_bdt_; + +typedef ap_fixed<20, 10> bdt_feature_t; +typedef ap_fixed<20, 10> bdt_score_t; +//typedef ap_fixed<18, 8, AP_RND_CONV, AP_SAT> bdt_feature_t; +//typedef ap_fixed<18, 8, AP_RND_CONV, AP_SAT> bdt_score_t; +//conifer::BDT, false> *multiclass_bdt_; +conifer::BDT *multiclass_bdt_; + + +std::vector inputs; +std::vector bdt_score; namespace l1tpf { class HGC3DClusterID { public: HGC3DClusterID(const edm::ParameterSet &pset); - void evaluate(const l1t::HGCalMulticluster &cl, l1t::PFCluster &cpf) const; + float evaluate(const l1t::HGCalMulticluster &cl, l1t::PFCluster &cpf); - bool passPuID(l1t::PFCluster &cpf); - bool passPFEmID(l1t::PFCluster &cpf); - bool passEgEmID(l1t::PFCluster &cpf); - bool passPiID(l1t::PFCluster &cpf); + bool passPuID(l1t::PFCluster &cpf, float maxScore); + bool passPFEmID(l1t::PFCluster &cpf, float maxScore); + bool passEgEmID(l1t::PFCluster &cpf, float maxScore); + bool passPiID(l1t::PFCluster &cpf, float maxScore); private: class Var { diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/conifer_cpp.h b/L1Trigger/Phase2L1ParticleFlow/interface/conifer_cpp.h new file mode 100644 index 0000000000000..ec28ff6e72805 --- /dev/null +++ b/L1Trigger/Phase2L1ParticleFlow/interface/conifer_cpp.h @@ -0,0 +1,157 @@ +#ifndef CONIFER_CPP_H__ +#define CONIFER_CPP_H__ +#include "nlohmann/json.hpp" +#include +#include + +namespace conifer{ + +/* --- +* Balanced tree reduce implementation. +* Reduces an array of inputs to a single value using the template binary operator 'Op', +* for example summing all elements with Op_add, or finding the maximum with Op_max +* Use only when the input array is fully unrolled. Or, slice out a fully unrolled section +* before applying and accumulate the result over the rolled dimension. +* Required for emulation to guarantee equality of ordering. +* --- */ +constexpr int floorlog2(int x) { return (x < 2) ? 0 : 1 + floorlog2(x / 2); } + +template +constexpr int pow(int x) { + return x == 0 ? 1 : B * pow(x - 1); +} + +constexpr int pow2(int x) { return pow<2>(x); } + +template +T reduce(std::vector x, Op op) { + int N = x.size(); + int leftN = pow2(floorlog2(N - 1)) > 0 ? pow2(floorlog2(N - 1)) : 0; + //static constexpr int rightN = N - leftN > 0 ? N - leftN : 0; + if (N == 1) { + return x.at(0); + } else if (N == 2) { + return op(x.at(0), x.at(1)); + } else { + std::vector left(x.begin(), x.begin() + leftN); + std::vector right(x.begin() + leftN, x.end()); + return op(reduce(left, op), reduce(right, op)); + } +} + +template +class OpAdd { +public: + T operator()(T a, T b) { return a + b; } +}; + +template +class DecisionTree{ + +private: + std::vector feature; + std::vector children_left; + std::vector children_right; + std::vector threshold_; + std::vector value_; + std::vector threshold; + std::vector value; + +public: + + U decision_function(std::vector x) const{ + /* Do the prediction */ + int i = 0; + while(feature[i] != -2){ // continue until reaching leaf + bool comparison = x[feature[i]] < threshold_[i]; + i = comparison ? children_left[i] : children_right[i]; + } + return value_[i]; + } + + void init_(){ + /* Since T, U types may not be readable from the JSON, read them to double and the cast them here */ + std::transform(threshold.begin(), threshold.end(), std::back_inserter(threshold_), + [](double t) -> T { return (T) t; }); + std::transform(value.begin(), value.end(), std::back_inserter(value_), + [](double v) -> U { return (U) v; }); + } + + // Define how to read this class to/from JSON + NLOHMANN_DEFINE_TYPE_INTRUSIVE(DecisionTree, feature, children_left, children_right, threshold, value); + +}; // class DecisionTree + +template +class BDT{ + +private: + + unsigned int n_classes; + unsigned int n_trees; + unsigned int n_features; + std::vector init_predict; + std::vector init_predict_; + // vector of decision trees: outer dimension tree, inner dimension class + std::vector>> trees; + OpAdd add; + +public: + + // Define how to read this class to/from JSON + NLOHMANN_DEFINE_TYPE_INTRUSIVE(BDT, n_classes, n_trees, n_features, init_predict, trees); + + BDT(std::string filename){ + /* Construct the BDT from conifer cpp backend JSON file */ + std::ifstream ifs(filename); + nlohmann::json j = nlohmann::json::parse(ifs); + from_json(j, *this); + /* Do some transformation to initialise things into the proper emulation T, U types */ + if(n_classes == 2) n_classes = 1; + std::transform(init_predict.begin(), init_predict.end(), std::back_inserter(init_predict_), + [](double ip) -> U { return (U) ip; }); + for(unsigned int i = 0; i < n_trees; i++){ + for(unsigned int j = 0; j < n_classes; j++){ + trees.at(i).at(j).init_(); + } + } + } + + std::vector decision_function(std::vector x) const{ + /* Do the prediction */ + assert("Size of feature vector mismatches expected n_features" && x.size() == n_features); + std::vector values; + std::vector> values_trees; + values_trees.resize(n_classes); + values.resize(n_classes, U(0)); + for(unsigned int i = 0; i < n_classes; i++){ + std::transform(trees.begin(), trees.end(), std::back_inserter(values_trees.at(i)), + [&i, &x](auto tree_v){ return tree_v.at(i).decision_function(x); }); + if(useAddTree){ + values.at(i) = init_predict_.at(i); + values.at(i) += reduce>(values_trees.at(i), add); + }else{ + values.at(i) = std::accumulate(values_trees.at(i).begin(), values_trees.at(i).end(), U(init_predict_.at(i))); + } + } + + return values; + } + + std::vector _decision_function_double(std::vector x) const{ + /* Do the prediction with data in/out as double, cast to T, U before prediction */ + std::vector xt; + std::transform(x.begin(), x.end(), std::back_inserter(xt), + [](double xi) -> T { return (T) xi; }); + std::vector y = decision_function(xt); + std::vector yd; + std::transform(y.begin(), y.end(), std::back_inserter(yd), + [](U yi) -> double { return (double) yi; }); + return yd; + } + +}; // class BDT + +} // namespace conifer + +#endif diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc index 80b80b337993b..b776bfa434197 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc @@ -123,7 +123,6 @@ void l1tpf::PFClusterProducerFromHGC3DClusters::produce(edm::Event &iEvent, cons } l1t::PFCluster cluster(pt, it->eta(), it->phi(), hoe); - multiClassPID_.evaluate(*it, cluster); if (scenario_ == UseEmInterp::EmOnly) { // for emID objs, use EM interp as pT and set H = 0 if (isEM) { @@ -150,14 +149,15 @@ void l1tpf::PFClusterProducerFromHGC3DClusters::produce(edm::Event &iEvent, cons // 3, pt, it->eta(), em_old, em_new, hoe, cluster.pt(), cluster.emEt(), cluster.hOverE()); } - if (!multiClassPID_.passPuID(cluster)) { + float maxScore = multiClassPID_.evaluate(*it, cluster); + if (multiClassPID_.passPuID(cluster, maxScore)) { continue; } if (!emOnly_) { - isEM = multiClassPID_.passPFEmID(cluster); + isEM = multiClassPID_.passPFEmID(cluster, maxScore); } - cluster.setHwQual((isEM ? 1 : 0) + (multiClassPID_.passEgEmID(cluster) << 1)); + cluster.setHwQual((isEM ? 1 : 0) + (multiClassPID_.passEgEmID(cluster, maxScore) << 1)); if (corrector_.valid()) corrector_.correctPt(cluster); diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromHGC3DClusters_cfi.py b/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromHGC3DClusters_cfi.py index 9b8791b4798b1..2b2243fc45830 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromHGC3DClusters_cfi.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromHGC3DClusters_cfi.py @@ -34,6 +34,22 @@ weightsFile = cms.string("L1Trigger/Phase2L1ParticleFlow/data/hgcal_egID/Photon_Pion_vs_Neutrino_BDTweights_1116.xml.gz"), wp = cms.string("0.15") ), + multiClassPID = cms.PSet( + isPUFilter = cms.bool(False), + preselection = cms.string(""), + #model = cms.string("L1Trigger/Phase2L1ParticleFlow/data/multiclassID/model_classSF_maxdepth6_18p8quant.json"), + model = cms.string("L1Trigger/Phase2L1ParticleFlow/data/multiclassID/model_classSF_maxdepth6_20p10quant_meanzoffset.json"), + variables = cms.VPSet( + cms.PSet(name = cms.string("showerlength"), value = cms.string("showerLength()")), + cms.PSet(name = cms.string("coreshowerlength"), value = cms.string("coreShowerLength()")), + cms.PSet(name = cms.string("eot"), value = cms.string("eot()")), + cms.PSet(name = cms.string("eta"), value = cms.string("abs(eta())")), + cms.PSet(name = cms.string("meanz"), value = cms.string("zBarycenter()")), + cms.PSet(name = cms.string("seetot"), value = cms.string("sigmaEtaEtaTot()")), + cms.PSet(name = cms.string("spptot"), value = cms.string("sigmaPhiPhiTot()")), + cms.PSet(name = cms.string("szz"), value = cms.string("sigmaZZ()")), + ) # variables are not used from here, but putting them here for future use when the code is more neat + ), useEMInterpretation = cms.string("allKeepHad"), # for all clusters, use EM intepretation to redefine the EM part of the energy emOnly = cms.bool(False), etMin = cms.double(1.0), diff --git a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc index 9b1e758d49dc2..ac91650692604 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc +++ b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc @@ -1,42 +1,91 @@ #include "L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h" l1tpf::HGC3DClusterID::HGC3DClusterID(const edm::ParameterSet &pset) { - // first create all the variables - for (const auto &psvar : pset.getParameter>("variables")) { - variables_.emplace_back(psvar.getParameter("name"), psvar.getParameter("value")); - } + // Inference of the conifer BDT model + multiclass_bdt_ = new conifer::BDT(edm::FileInPath(pset.getParameter("model")).fullPath()); } +float l1tpf::HGC3DClusterID::evaluate(const l1t::HGCalMulticluster &cl, l1t::PFCluster &cpf) { + // Input for the BDT: showerlength, coreshowerlength, eot, eta, meanz, seetot, spptot, szz + bdt_feature_t showerlength = cl.showerLength(); + bdt_feature_t coreshowerlength = cl.coreShowerLength(); + bdt_feature_t eot = cl.eot(); + bdt_feature_t eta = std::abs(cl.eta()); // take absolute values for eta for BDT input + bdt_feature_t meanz = std::abs(cl.zBarycenter()) - 320; + bdt_feature_t seetot = cl.sigmaEtaEtaTot(); + bdt_feature_t spptot = cl.sigmaPhiPhiTot(); + bdt_feature_t szz = cl.sigmaZZ(); -void l1tpf::HGC3DClusterID::evaluate(const l1t::HGCalMulticluster &cl, l1t::PFCluster &cpf) const { - //Here we run the model and get the scores - float puScore = 0; - float emScore = 0; - float piScore = 0; + // Run BDT inference + inputs = {showerlength, coreshowerlength, eot, eta, meanz, seetot, spptot, szz}; + + bdt_score = multiclass_bdt_->decision_function(inputs); + + // BDT score + //float puScore = bdt_score[0]; + //float emScore = bdt_score[2]; + //float piScore = bdt_score[1]; + + float puRawScore = bdt_score[0]; + float emRawScore = bdt_score[2]; + float piRawScore = bdt_score[1]; + + // softmax (for now, let's compute the softmax in this code; this needs to be changed to implement on firmware) + // Softmax implemented in conifer (standalone) is to be integrated here soon; for now, just do "offline" softmax :( + float denom = exp(puRawScore) + exp(emRawScore) + exp(piRawScore); + float puScore = exp(puRawScore) / denom; + float emScore = exp(emRawScore) / denom; + float piScore = exp(piRawScore) / denom; + + // max score to ID the cluster -> Deprecated + float maxScore = *std::max_element(bdt_score.begin(), bdt_score.end()); cpf.setPuIDScore(puScore); cpf.setEmIDScore(emScore); cpf.setPiIDScore(piScore); + + return maxScore; } -bool l1tpf::HGC3DClusterID::passPuID(l1t::PFCluster &cpf) { - // here we evaluate the WPs - return cpf.puIDScore() > -1; +bool l1tpf::HGC3DClusterID::passPuID(l1t::PFCluster &cpf, float maxScore) { + // Using argmax 'WP' + and pass some 'minimal' WP on the max probability + bool isMax = cpf.puIDScore() == maxScore; + float puWP = 0.4878136; // softmax WP for PU rejection rate at 86% + //return isMax & (cpf.puIDScore() > puWP); + return (cpf.puIDScore() > puWP); } -bool l1tpf::HGC3DClusterID::passPFEmID(l1t::PFCluster &cpf) { - // here we evaluate the WPs - return cpf.emIDScore() > -1; +bool l1tpf::HGC3DClusterID::passPFEmID(l1t::PFCluster &cpf, float maxScore) { + // Using argmax 'WP' + and pass some 'minimal' WP on the max probability + bool isMax = cpf.emIDScore() == maxScore; + + float puWP = 0.4878136; // softmax WP for PU rejection rate at 86% + float egWP = 0.115991354; // softmax WP for eg ID rate at 99% tagging after PU rejection + + //return isMax & (cpf.emIDScore() > egWP); + return ((cpf.puIDScore() <= puWP) && (cpf.emIDScore() > egWP)); } -bool l1tpf::HGC3DClusterID::passEgEmID(l1t::PFCluster &cpf) { - // here we evaluate the WPs - return cpf.emIDScore() > -1; +bool l1tpf::HGC3DClusterID::passEgEmID(l1t::PFCluster &cpf, float maxScore) { + // Using argmax 'WP' + and pass some 'minimal' WP on the max probability + bool isMax = cpf.emIDScore() == maxScore; + + float puWP = 0.4878136; // softmax WP for PU rejection rate at 86% + float egWP = 0.115991354; // softmax WP for eg ID rate at 99% tagging after PU rejection + + //return isMax & (cpf.emIDScore() > egWP); + return ((cpf.puIDScore() <= puWP) && (cpf.emIDScore() > egWP)); } -bool l1tpf::HGC3DClusterID::passPiID(l1t::PFCluster &cpf) { - // here we evaluate the WPs - return cpf.piIDScore() > -1; +bool l1tpf::HGC3DClusterID::passPiID(l1t::PFCluster &cpf, float maxScore) { + // Using argmax 'WP' + and pass some 'minimal' WP on the max probability + bool isMax = cpf.piIDScore() == maxScore; + + float puWP = 0.4878136; // softmax WP for PU rejection rate at 86% + float piWP = 0.5363581; // softmax WP for pi ID rate at 90% tagging after PU rejection + + //return isMax & (cpf.piIDScore() > piWP); + return ((cpf.puIDScore() <= puWP) && (cpf.piIDScore() > piWP)); } From 14659f46c5ffe3a47e42e0d5317c4941d16be4a6 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Thu, 23 May 2024 15:20:34 +0200 Subject: [PATCH 03/22] Switch to emulated crystal clusters and store digitized version in PFClusters --- .../L1TParticleFlow/interface/PFCluster.h | 10 ++- .../L1TParticleFlow/src/classes_def.xml | 6 +- .../src/classes_def.xml.generated | 76 +++++++++++++++++++ .../PFClusterProducerFromL1EGClusters.cc | 37 ++++++--- .../l1tPFClustersFromL1EGClusters_cfi.py | 4 +- 5 files changed, 117 insertions(+), 16 deletions(-) create mode 100644 DataFormats/L1TParticleFlow/src/classes_def.xml.generated diff --git a/DataFormats/L1TParticleFlow/interface/PFCluster.h b/DataFormats/L1TParticleFlow/interface/PFCluster.h index 31b2c14cf1226..2ae7d11d13bfd 100644 --- a/DataFormats/L1TParticleFlow/interface/PFCluster.h +++ b/DataFormats/L1TParticleFlow/interface/PFCluster.h @@ -32,7 +32,8 @@ namespace l1t { sigmaRR_(sigmaRR), puIdScore_(0), emIdScore_(0), - piIdScore_(0) { + piIdScore_(0), + digiData_(0) { setPdgId(isEM ? 22 : 130); // photon : non-photon(K0) } PFCluster( @@ -88,8 +89,10 @@ namespace l1t { void setPiIDScore(float score) { piIdScore_ = score; } float piIDScore() const { return piIdScore_; } - - + uint64_t digiWord() const { return digiData_; } + void setDigiWord(uint64_t data) { + digiData_ = data; + } private: float hOverE_, ptError_, egVsPionMVAOut_, egVsPUMVAOut_; @@ -98,6 +101,7 @@ namespace l1t { float puIdScore_, emIdScore_, piIdScore_; ConstituentsAndFractions constituents_; + uint64_t digiData_; }; typedef std::vector PFClusterCollection; diff --git a/DataFormats/L1TParticleFlow/src/classes_def.xml b/DataFormats/L1TParticleFlow/src/classes_def.xml index 1786d11ad3fec..98c3a41f575e4 100644 --- a/DataFormats/L1TParticleFlow/src/classes_def.xml +++ b/DataFormats/L1TParticleFlow/src/classes_def.xml @@ -1,7 +1,9 @@ - - + + + + diff --git a/DataFormats/L1TParticleFlow/src/classes_def.xml.generated b/DataFormats/L1TParticleFlow/src/classes_def.xml.generated new file mode 100644 index 0000000000000..98c3a41f575e4 --- /dev/null +++ b/DataFormats/L1TParticleFlow/src/classes_def.xml.generated @@ -0,0 +1,76 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc index 9d05716eade59..05dcf549f621e 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc @@ -7,9 +7,11 @@ #include "DataFormats/L1TParticleFlow/interface/PFCluster.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/corrector.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/ParametricResolution.h" -#include "DataFormats/L1Trigger/interface/EGamma.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/CaloClusterer.h" +#include "DataFormats/L1TCalorimeterPhase2/interface/CaloCrystalCluster.h" +#include "DataFormats/L1TCalorimeterPhase2/interface/DigitizedClusterCorrelator.h" + namespace l1tpf { class PFClusterProducerFromL1EGClusters : public edm::stream::EDProducer<> { public: @@ -17,7 +19,9 @@ namespace l1tpf { ~PFClusterProducerFromL1EGClusters() override {} private: - edm::EDGetTokenT> src_; + edm::EDGetTokenT src_; + edm::EDGetTokenT digi_src_; + double etCut_; std::vector const etaBounds_; std::vector const phiBounds_; @@ -31,7 +35,8 @@ namespace l1tpf { } // namespace l1tpf l1tpf::PFClusterProducerFromL1EGClusters::PFClusterProducerFromL1EGClusters(const edm::ParameterSet &iConfig) - : src_(consumes>(iConfig.getParameter("src"))), + : src_(consumes(iConfig.getParameter("src"))), + digi_src_(consumes(iConfig.getParameter("digi_src"))), etCut_(iConfig.getParameter("etMin")), etaBounds_(iConfig.getParameter>("etaBounds")), phiBounds_(iConfig.getParameter>("phiBounds")), @@ -56,22 +61,29 @@ l1tpf::PFClusterProducerFromL1EGClusters::PFClusterProducerFromL1EGClusters(cons void l1tpf::PFClusterProducerFromL1EGClusters::produce(edm::Event &iEvent, const edm::EventSetup &) { std::unique_ptr out(new l1t::PFClusterCollection()); std::unique_ptr out_sel(new l1t::PFClusterCollection()); - edm::Handle> clusters; + edm::Handle clusters; + edm::Handle digi_clusters; iEvent.getByToken(src_, clusters); + iEvent.getByToken(digi_src_, digi_clusters); + assert(clusters->size() == digi_clusters->size()); l1tpf_calo::GridSelector selector = l1tpf_calo::GridSelector(etaBounds_, phiBounds_, maxClustersEtaPhi_); - unsigned int index = 0; - for (auto it = clusters->begin(), ed = clusters->end(); it != ed; ++it, ++index) { - if (it->pt() <= etCut_) + for(unsigned int index = 0; index < clusters->size(); ++index) { + const auto& cryCl = (*clusters)[index]; + const auto& digiCryCl = (*digi_clusters)[index]; + + if (cryCl.pt() <= etCut_) continue; l1t::PFCluster cluster( - it->pt(), it->eta(), it->phi(), /*hOverE=*/0., /*isEM=*/true); // it->hovere() seems to return random values + cryCl.pt(), cryCl.eta(), cryCl.phi(), /*hOverE=*/0., /*isEM=*/true); // it->hovere() seems to return random values if (corrector_.valid()) corrector_.correctPt(cluster); cluster.setPtError(resol_(cluster.pt(), std::abs(cluster.eta()))); - cluster.setHwQual(it->hwQual()); + unsigned int qual = ((digiCryCl.passes_iso() & digiCryCl.passes_ss()) << 2) | ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | true; + cluster.setHwQual(qual); + cluster.setDigiWord(digiCryCl.data()); out->push_back(cluster); out->back().addConstituent(edm::Ptr(clusters, index)); selector.fill(cluster.pt(), cluster.eta(), cluster.phi(), index); @@ -79,6 +91,8 @@ void l1tpf::PFClusterProducerFromL1EGClusters::produce(edm::Event &iEvent, const std::vector indices = selector.returnSorted(); for (unsigned int ii = 0; ii < indices.size(); ii++) { unsigned int theIndex = indices[ii]; + const auto& digiCryCl = (*digi_clusters)[theIndex]; + l1t::PFCluster cluster((clusters->begin() + theIndex)->pt(), (clusters->begin() + theIndex)->eta(), (clusters->begin() + theIndex)->phi(), @@ -87,7 +101,10 @@ void l1tpf::PFClusterProducerFromL1EGClusters::produce(edm::Event &iEvent, const if (corrector_.valid()) corrector_.correctPt(cluster); cluster.setPtError(resol_(cluster.pt(), std::abs(cluster.eta()))); - cluster.setHwQual((clusters->begin() + theIndex)->hwQual()); + unsigned int qual = (digiCryCl.passes_iso() & digiCryCl.passes_ss()) | ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | (true << 2); + cluster.setHwQual(qual); + + cluster.setDigiWord(digiCryCl.data()); out_sel->push_back(cluster); out_sel->back().addConstituent(edm::Ptr(clusters, theIndex)); } diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromL1EGClusters_cfi.py b/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromL1EGClusters_cfi.py index 245385ee8ca07..7004f87b03a96 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromL1EGClusters_cfi.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromL1EGClusters_cfi.py @@ -1,7 +1,9 @@ import FWCore.ParameterSet.Config as cms l1tPFClustersFromL1EGClusters = cms.EDProducer("PFClusterProducerFromL1EGClusters", - src = cms.InputTag("l1tEGammaClusterEmuProducer",), + src = cms.InputTag("l1tPhase2L1CaloEGammaEmulator","GCTClusters"), + digi_src = cms.InputTag("l1tPhase2L1CaloEGammaEmulator","GCTDigitizedClusterToCorrelator"), + etMin = cms.double(0.5), etaBounds = cms.vdouble(-1.5,0.,1.5), phiBounds = cms.vdouble([3.14159265359*(float(x)/9.) for x in range(-9,10)]), From 834389dcdb0298e419c377f0806f1bc6fdb418dc Mon Sep 17 00:00:00 2001 From: Gianluca Date: Tue, 27 Aug 2024 17:05:13 +0200 Subject: [PATCH 04/22] Initial implementation of new barrel and endcap Composite ID model --- .../data/compositeID.json | 1 + .../Phase2L1ParticleFlow/data/endcap.json | 1629 +++++ .../Phase2L1ParticleFlow/data/my_prj.json | 6489 +++++++++++++++++ .../Phase2L1ParticleFlow/interface/conifer.h | 166 + .../interface/egamma/pftkegalgo_ref.h | 48 +- .../python/l1TkEgAlgoEmulator_cfi.py | 2 +- .../python/l1ctLayer1_cff.py | 21 +- .../src/egamma/pftkegalgo_ref.cpp | 295 +- 8 files changed, 8628 insertions(+), 23 deletions(-) create mode 100644 L1Trigger/Phase2L1ParticleFlow/data/compositeID.json create mode 100644 L1Trigger/Phase2L1ParticleFlow/data/endcap.json create mode 100644 L1Trigger/Phase2L1ParticleFlow/data/my_prj.json create mode 100644 L1Trigger/Phase2L1ParticleFlow/interface/conifer.h diff --git a/L1Trigger/Phase2L1ParticleFlow/data/compositeID.json b/L1Trigger/Phase2L1ParticleFlow/data/compositeID.json new file mode 100644 index 0000000000000..bb9adcc774f7b --- /dev/null +++ b/L1Trigger/Phase2L1ParticleFlow/data/compositeID.json @@ -0,0 +1 @@ +{"max_depth": 4, "n_trees": 10, "n_classes": 2, "n_features": 11, "splitting_convention": "<","trees": [[{"feature": 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"cpp", + "input_precision": "ap_fixed<24, 9, AP_RND_CONV, AP_SAT>", + "threshold_precision": "ap_fixed<24,9, AP_RND_CONV, AP_SAT>", + "score_precision": "ap_fixed<12,4, AP_RND_CONV, AP_SAT>", + "xilinx_part": "xcvu13p-flga2577-2-e", + "clock_period": "5", + "unroll": true, + "accelerator_config": null + }, + "metadata": [ + { + "version": "0.0.0", + "host": "pcms-cmgos-fw1", + "user": "pviscone", + "time": 1724677447.146582 + } + ] +} \ No newline at end of file diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/conifer.h b/L1Trigger/Phase2L1ParticleFlow/interface/conifer.h new file mode 100644 index 0000000000000..4b49d993cbc6b --- /dev/null +++ b/L1Trigger/Phase2L1ParticleFlow/interface/conifer.h @@ -0,0 +1,166 @@ +#ifndef CONIFER_CPP_H__ +#define CONIFER_CPP_H__ +#include "nlohmann/json.hpp" +#include +#include + +namespace conifer{ + +/* --- +* Balanced tree reduce implementation. +* Reduces an array of inputs to a single value using the template binary operator 'Op', +* for example summing all elements with Op_add, or finding the maximum with Op_max +* Use only when the input array is fully unrolled. Or, slice out a fully unrolled section +* before applying and accumulate the result over the rolled dimension. +* Required for emulation to guarantee equality of ordering. +* --- */ +constexpr int floorlog2(int x) { return (x < 2) ? 0 : 1 + floorlog2(x / 2); } + +template +constexpr int pow(int x) { + return x == 0 ? 1 : B * pow(x - 1); +} + +constexpr int pow2(int x) { return pow<2>(x); } + +template +T reduce(std::vector x, Op op) { + int N = x.size(); + int leftN = pow2(floorlog2(N - 1)) > 0 ? pow2(floorlog2(N - 1)) : 0; + //static constexpr int rightN = N - leftN > 0 ? N - leftN : 0; + if (N == 1) { + return x.at(0); + } else if (N == 2) { + return op(x.at(0), x.at(1)); + } else { + std::vector left(x.begin(), x.begin() + leftN); + std::vector right(x.begin() + leftN, x.end()); + return op(reduce(left, op), reduce(right, op)); + } +} + +template +class OpAdd { +public: + T operator()(T a, T b) { return a + b; } +}; + +template +class DecisionTree{ + +private: + std::vector feature; + std::vector children_left; + std::vector children_right; + std::vector threshold_; + std::vector value_; + std::vector threshold; + std::vector value; + std::string splitting_convention; + +public: + + U decision_function(const std::vector &x) const{ + /* Do the prediction */ + int i = 0; + bool comparison; + while(feature[i] != -2){ // continue until reaching leaf + // std::cout << "splitting conf: " << splitting_convention << std::endl; + if(splitting_convention == "<="){ + comparison = x[feature[i]] <= threshold_[i]; + } else { + comparison = x[feature[i]] < threshold_[i]; + } + i = comparison ? children_left[i] : children_right[i]; + } + return value_[i]; + } + + void init_(std::string splitting_convention_p){ + /* Since T, U types may not be readable from the JSON, read them to double and the cast them here */ + splitting_convention = splitting_convention_p; + std::transform(threshold.begin(), threshold.end(), std::back_inserter(threshold_), + [](double t) -> T { return (T) t; }); + std::transform(value.begin(), value.end(), std::back_inserter(value_), + [](double v) -> U { return (U) v; }); + } + + // Define how to read this class to/from JSON + NLOHMANN_DEFINE_TYPE_INTRUSIVE(DecisionTree, feature, children_left, children_right, threshold, value); + +}; // class DecisionTree + +template +class BDT{ + +private: + + unsigned int n_classes; + unsigned int n_trees; + unsigned int n_features; + std::vector init_predict; + std::vector init_predict_; + // vector of decision trees: outer dimension tree, inner dimension class + std::vector>> trees; + OpAdd add; + std::string splitting_convention; + +public: + + // Define how to read this class to/from JSON + NLOHMANN_DEFINE_TYPE_INTRUSIVE(BDT, n_classes, n_trees, n_features, init_predict, trees, splitting_convention); + + BDT(std::string filename){ + /* Construct the BDT from conifer cpp backend JSON file */ + std::ifstream ifs(filename); + nlohmann::json j = nlohmann::json::parse(ifs); + from_json(j, *this); + /* Do some transformation to initialise things into the proper emulation T, U types */ + if(n_classes == 2) n_classes = 1; + std::transform(init_predict.begin(), init_predict.end(), std::back_inserter(init_predict_), + [](double ip) -> U { return (U) ip; }); + for(unsigned int i = 0; i < n_trees; i++){ + for(unsigned int j = 0; j < n_classes; j++){ + trees.at(i).at(j).init_(splitting_convention); + } + } + } + + std::vector decision_function(std::vector x) const{ + /* Do the prediction */ + assert("Size of feature vector mismatches expected n_features" && x.size() == n_features); + std::vector values; + std::vector> values_trees; + values_trees.resize(n_classes); + values.resize(n_classes, U(0)); + for(unsigned int i = 0; i < n_classes; i++){ + std::transform(trees.begin(), trees.end(), std::back_inserter(values_trees.at(i)), + [&i, &x](auto tree_v){ return tree_v.at(i).decision_function(x); }); + if(useAddTree){ + values.at(i) = init_predict_.at(i); + values.at(i) += reduce>(values_trees.at(i), add); + }else{ + values.at(i) = std::accumulate(values_trees.at(i).begin(), values_trees.at(i).end(), U(init_predict_.at(i))); + } + } + + return values; + } + + std::vector _decision_function_double(std::vector x) const{ + /* Do the prediction with data in/out as double, cast to T, U before prediction */ + std::vector xt; + std::transform(x.begin(), x.end(), std::back_inserter(xt), + [](double xi) -> T { return (T) xi; }); + std::vector y = decision_function(xt); + std::vector yd; + std::transform(y.begin(), y.end(), std::back_inserter(yd), + [](U yi) -> double { return (double) yi; }); + return yd; + } + +}; // class BDT + +} // namespace conifer + +#endif diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h b/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h index 58695d7fdc7a6..6740408bdee1b 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h @@ -6,7 +6,8 @@ #include "DataFormats/L1TParticleFlow/interface/pf.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/common/inversion.h" -#include "conifer.h" +#include "L1Trigger/Phase2L1ParticleFlow/interface/conifer.h" +// #include "conifer.h" namespace edm { class ParameterSet; @@ -34,7 +35,7 @@ namespace l1ct { std::vector dEtaValues; std::vector dPhiValues; float trkQualityPtMin; // GeV - bool doCompositeTkEle; + unsigned int algorithm; unsigned int nCompCandPerCluster; bool writeEgSta; @@ -92,7 +93,7 @@ namespace l1ct { const std::vector &dEtaValues = {0.015, 0.01}, const std::vector &dPhiValues = {0.07, 0.07}, float trkQualityPtMin = 10., - bool doCompositeTkEle = false, + unsigned int algo = 0, unsigned int nCompCandPerCluster = 4, bool writeEgSta = false, const IsoParameters &tkIsoParams_tkEle = {2., 0.6, 0.03, 0.2}, @@ -122,7 +123,7 @@ namespace l1ct { dEtaValues(dEtaValues), dPhiValues(dPhiValues), trkQualityPtMin(trkQualityPtMin), - doCompositeTkEle(doCompositeTkEle), + algorithm(algo), nCompCandPerCluster(nCompCandPerCluster), writeEgSta(writeEgSta), tkIsoParams_tkEle(tkIsoParams_tkEle), @@ -163,6 +164,12 @@ namespace l1ct { typedef ap_fixed<21, 12, AP_RND_CONV, AP_SAT> bdt_feature_t; typedef ap_fixed<12, 3, AP_RND_CONV, AP_SAT> bdt_score_t; + typedef ap_fixed<24, 9, AP_RND_CONV, AP_SAT> bdt_eb_feature_t; + typedef ap_fixed<12, 4, AP_RND_CONV, AP_SAT> bdt_eb_score_t; + + typedef ap_fixed<30, 20, AP_RND_CONV, AP_SAT> bdt_ee_feature_t; + typedef ap_fixed<30, 20, AP_RND_CONV, AP_SAT> bdt_ee_score_t; + private: void link_emCalo2emCalo(const std::vector &emcalo, std::vector &emCalo2emCalo) const; @@ -177,6 +184,18 @@ namespace l1ct { std::vector &emCalo2tk, std::vector &emCaloTkBdtScore) const; + void link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, + const std::vector &emcalo, + const std::vector &track, + std::vector &emCalo2tk, + std::vector &emCaloTkBdtScore) const; + + // void link_emCalo2tk_composite_ee(const PFRegionEmu &r, + // const std::vector &emcalo, + // const std::vector &track, + // std::vector &emCalo2tk, + // std::vector &emCaloTkBdtScore) const; + struct CompositeCandidate { unsigned int cluster_idx; unsigned int track_idx; @@ -188,6 +207,22 @@ namespace l1ct { const std::vector &track, const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const; + id_score_t compute_composite_score_eb(const PFRegionEmu &r, + CompositeCandidate &cand, + float sumTkPt, + unsigned int nTkMatch, + const std::vector &emcalo, + const std::vector &track, + const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const; + + id_score_t compute_composite_score_ee(CompositeCandidate &cand, + float sumTkPt, + unsigned int nTkMatch, + const std::vector &emcalo, + const std::vector &track, + const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const; + + //FIXME: still needed float deltaPhi(float phi1, float phi2) const; @@ -360,7 +395,10 @@ namespace l1ct { z0_t z0) const; PFTkEGAlgoEmuConfig cfg; - conifer::BDT, false> *composite_bdt_; + conifer::BDT *composite_bdt_; + conifer::BDT *composite_bdt_eb_; + conifer::BDT *composite_bdt_ee_; + int debug_; }; } // namespace l1ct diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1TkEgAlgoEmulator_cfi.py b/L1Trigger/Phase2L1ParticleFlow/python/l1TkEgAlgoEmulator_cfi.py index 2fb19ea8b56eb..fef1ad790eeaf 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1TkEgAlgoEmulator_cfi.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1TkEgAlgoEmulator_cfi.py @@ -47,7 +47,7 @@ doPfIso=cms.bool(True), hwIsoTypeTkEle=cms.uint32(0), hwIsoTypeTkEm=cms.uint32(0), - doCompositeTkEle=cms.bool(False), + algorithm=cms.uint32(0), # 0 = elliptic , 1 = composite EE, 2 = composite EB nCompCandPerCluster=cms.uint32(3), compositeParametersTkEle=cms.PSet( # NOTE: conifer BDT score is log(p/1-p) diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py index 4f1895ebd6a59..861e38804d662 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py @@ -87,6 +87,13 @@ nTRACK_EGIN = 13, nEMCALO_EGIN = 10, nEM_EGOUT = 10, + algorithm = 2, + trkQualityPtMin = 0., + compositeParametersTkEle = cms.PSet( + model=cms.string("L1Trigger/Phase2L1ParticleFlow/data/my_prj.json"), + loose_wp=cms.double(-9999), + tight_wp=cms.double(0.0527344), + ) ), tkEgSorterAlgo = cms.string("Barrel"), tkEgSorterParameters = tkEgSorterParameters.clone( @@ -231,8 +238,16 @@ doEndcapHwQual = True, writeBeforeBremRecovery = False, writeEGSta = True, - doCompositeTkEle = True, - trkQualityPtMin = 0.), # This should be 10 GeV when doCompositeTkEle = False + algorithm = 1, + trkQualityPtMin = 0., + # compositeParametersTkEle=cms.PSet( + # # NOTE: conifer BDT score is log(p/1-p) + # # the working points are cuts on BDT output logits [log(p/1-p)]/4 (range -1 to 1 to match the FW dataformat) + # loose_wp=cms.double(-9999), + # tight_wp=cms.double(0.0527344), + # model=cms.string("L1Trigger/Phase2L1ParticleFlow/data/endcap.json") + # ), + ), # This should be 10 GeV when doCompositeTkEle = False tkEgSorterAlgo = cms.string("Endcap"), tkEgSorterParameters = tkEgSorterParameters.clone( nObjToSort = 5 @@ -263,7 +278,7 @@ l1tLayer1HGCalElliptic = l1tLayer1HGCal.clone( tkEgAlgoParameters = l1tLayer1HGCal.tkEgAlgoParameters.clone( - doCompositeTkEle = False, + algorithm = 0, trkQualityPtMin = 10.) ) diff --git a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp index 6b32c57848782..334df6032aa57 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp @@ -1,5 +1,10 @@ #include "L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/dbgPrintf.h" +#include "DataFormats/L1TParticleFlow/interface/PFCluster.h" +#include "DataFormats/L1TParticleFlow/interface/PFTrack.h" +#include "DataFormats/L1TCalorimeterPhase2/interface/DigitizedClusterCorrelator.h" +#include "DataFormats/L1TCalorimeterPhase2/interface/CaloCrystalCluster.h" +#include "DataFormats/L1THGCal/interface/HGCalMulticluster.h" #include #include @@ -32,7 +37,7 @@ l1ct::PFTkEGAlgoEmuConfig::PFTkEGAlgoEmuConfig(const edm::ParameterSet &pset) dEtaValues(pset.getParameter>("dEtaValues")), dPhiValues(pset.getParameter>("dPhiValues")), trkQualityPtMin(pset.getParameter("trkQualityPtMin")), - doCompositeTkEle(pset.getParameter("doCompositeTkEle")), + algorithm(pset.getParameter("algorithm")), nCompCandPerCluster(pset.getParameter("nCompCandPerCluster")), writeEgSta(pset.getParameter("writeEGSta")), tkIsoParams_tkEle(pset.getParameter("tkIsoParametersTkEle")), @@ -88,7 +93,7 @@ edm::ParameterSetDescription l1ct::PFTkEGAlgoEmuConfig::getParameterSetDescripti description.add("doPfIso", true); description.add("hwIsoTypeTkEle", 0); description.add("hwIsoTypeTkEm", 2); - description.add("doCompositeTkEle", false); + description.add("algorithm", 0); description.add("nCompCandPerCluster", 3); description.add("compositeParametersTkEle", CompIDParameters::getParameterSetDescription()); @@ -125,14 +130,22 @@ edm::ParameterSetDescription l1ct::PFTkEGAlgoEmuConfig::CompIDParameters::getPar #endif PFTkEGAlgoEmulator::PFTkEGAlgoEmulator(const PFTkEGAlgoEmuConfig &config) - : cfg(config), composite_bdt_(nullptr), debug_(cfg.debug) { - if (cfg.doCompositeTkEle) { + : cfg(config), composite_bdt_(nullptr), composite_bdt_eb_(nullptr), composite_bdt_ee_(nullptr), debug_(cfg.debug) { + if (cfg.algorithm == 1 || cfg.algorithm == 2 || cfg.algorithm == 3) { #ifdef CMSSW_GIT_HASH auto resolvedFileName = edm::FileInPath(cfg.compIDparams.conifer_model).fullPath(); #else auto resolvedFileName = cfg.compIDparams.conifer_model; #endif - composite_bdt_ = new conifer::BDT(resolvedFileName); + if(cfg.algorithm == 1) { + composite_bdt_ = new conifer::BDT(resolvedFileName); + } else if(cfg.algorithm == 2) { + // std::cout << resolvedFileName << std::endl; + composite_bdt_eb_ = new conifer::BDT(resolvedFileName); + } else if(cfg.algorithm == 3) { + // std::cout << "algo 3: " << resolvedFileName << std::endl; + composite_bdt_ee_ = new conifer::BDT(resolvedFileName); + } } } @@ -298,6 +311,212 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite(const PFRegionEmu &r, } } +void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, + const std::vector &emcalo, + const std::vector &track, + std::vector &emCalo2tk, + std::vector &emCaloTkBdtScore) const { + // std::cout << "Barrel composite" << std::endl; + + unsigned int nTrackMax = std::min(track.size(), cfg.nTRACK_EGIN); + for (int ic = 0, nc = emcalo.size(); ic < nc; ++ic) { + auto &calo = emcalo[ic]; + + std::vector candidates; + float sumTkPt = 0.; + unsigned int nTkMatch = 0; + for (unsigned int itk = 0; itk < nTrackMax; ++itk) { + const auto &tk = track[itk]; + if (tk.floatPt() <= cfg.trkQualityPtMin) + continue; + + float d_phi = deltaPhi(tk.floatPhi(), calo.floatPhi()); + float d_eta = tk.floatEta() - calo.floatEta(); // We only use it squared + // float dR2 = (d_phi * d_phi) + (d_eta * d_eta); + const float dPhiMax = 0.3; + const float dEtaMax = 0.03; + if ((((d_phi / dPhiMax) * (d_phi / dPhiMax)) + ((d_eta / dEtaMax) * (d_eta / dEtaMax))) < 1.) { + // if (dR2 < 0.04) { + // Only store indices, dR and dpT for now. The other quantities are computed only for the best nCandPerCluster. + CompositeCandidate cand; + cand.cluster_idx = ic; + cand.track_idx = itk; + cand.dpt = std::abs(tk.floatPt() - calo.floatPt()); + candidates.push_back(cand); + sumTkPt += tk.floatPt(); + nTkMatch++; + } + } + // FIXME: find best sort criteria, for now we use dpt + std::sort(candidates.begin(), + candidates.end(), + [](const CompositeCandidate &a, const CompositeCandidate &b) -> bool { return a.dpt < b.dpt; }); + unsigned int nCandPerCluster = std::min(candidates.size(), cfg.nCompCandPerCluster); + if (nCandPerCluster == 0) + continue; + + id_score_t maxScore = -pow(2, l1ct::id_score_t::iwidth - 1); + int ibest = -1; + for (unsigned int icand = 0; icand < nCandPerCluster; icand++) { + auto &cand = candidates[icand]; + const std::vector &emcalo_sel = emcalo; + id_score_t score = 0; + if(cfg.algorithm == 2) { + score = compute_composite_score_eb(r, cand, sumTkPt, nTkMatch, emcalo_sel, track, cfg.compIDparams); + } else if(cfg.algorithm == 3) { + score = compute_composite_score_ee(cand, sumTkPt, nTkMatch, emcalo_sel, track, cfg.compIDparams); + } + if ((score > cfg.compIDparams.bdtScore_loose_wp) && (score > maxScore)) { + maxScore = score; + ibest = icand; + } + } + if (ibest != -1) { + emCalo2tk[ic] = candidates[ibest].track_idx; + emCaloTkBdtScore[ic] = maxScore; + } + } +} + +id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, + CompositeCandidate &cand, + float sumTkPt, + unsigned int nTkMatch, + const std::vector &emcalo, + const std::vector &track, + const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const { + // Get the cluster/track objects that form the composite candidate + const auto &calo = emcalo[cand.cluster_idx]; + const auto &tk = track[cand.track_idx]; + const l1t::PFCluster * pfcl = emcalo[cand.cluster_idx].src; + const l1t::PFTrack * pftk = tk.src; + l1tp2::DigitizedClusterCorrelator digiCl(ap_uint<64>(pfcl->digiWord())); + const l1tp2::CaloCrystalCluster * crycl = + dynamic_cast(calo.src->constituentsAndFractions()[0].first.get()); + + // Prepare the input features + bdt_eb_feature_t cl_pt = crycl->pt(); + bdt_eb_feature_t cl_ss = crycl->e2x5()/crycl->e5x5(); + bdt_eb_feature_t cl_relIso = crycl->isolation()/crycl->pt(); + bdt_eb_feature_t cl_staWP = digiCl.passes_iso() && digiCl.passes_ss(); + bdt_eb_feature_t cl_looseTkWP = digiCl.passes_looseTkiso() && digiCl.passes_looseTkss(); + bdt_eb_feature_t tk_chi2RPhi = pftk->trackWord().getChi2RPhi(); + bdt_eb_feature_t tk_ptFrac = tk.floatPt()/sumTkPt; + bdt_eb_feature_t cltk_ptRatio = crycl->pt()/tk.floatPt(); + bdt_eb_feature_t cltk_nTkMatch = nTkMatch; + // bdt_eb_feature_t cltk_absDeta = fabs(crycl->eta() - pftk->caloEta()); + // bdt_eb_feature_t cltk_absDphi = fabs(crycl->phi() - pftk->caloPhi()); + bdt_eb_feature_t cltk_absDeta = fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()); + bdt_eb_feature_t cltk_absDphi = fabs(r.floatGlbPhi(tk.hwPhi)- crycl->phi()); + +// if(crycl->pt() > 70) { +// std::cout << "--- New pair" << std::endl; +// std::cout << " Cluster: pt: " << crycl->pt() << " eta: " << crycl->eta() << " phi: " << crycl->phi() << " isolation: " << crycl->isolation() +// << " digi: " << std::hex << uint64_t(pfcl->digiWord()) << std::dec << std:: endl; +// std::cout << " Track: pt: " << pftk->pt() << " eta: " << pftk->caloEta() << " phi: " << pftk->caloPhi() << std:: endl; +// std::cout << " dec pt: " << tk.floatPt() << " eta: " << r.floatGlbEta(tk.hwEta) << " deta: " << fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()) << " dec phi: " << r.floatGlbPhi(tk.hwPhi) << +// " dphi: " << fabs(crycl->phi() - r.floatGlbPhi(tk.hwPhi)) << std::endl; + +// std::cout << " . features: " +// << " cl_pt: " << cl_pt +// << " cl_ss: " << cl_ss +// << " cl_relIso: " << cl_relIso +// << " (float): " << crycl->isolation()/crycl->pt() +// << " cl_staWP: " << cl_staWP +// << " cl_looseTkWP: " << cl_looseTkWP +// << " tk_chi2RPhi: " << tk_chi2RPhi +// << " tk_ptFrac: " << tk_ptFrac +// << " cltk_ptRatio: " << cltk_ptRatio +// << " cltk_nTkMatch: " << cltk_nTkMatch +// << " cltk_absDeta: " << cltk_absDeta +// << " (float): " << fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()) +// << " cltk_absDphi: " << cltk_absDphi +// << " float: " << fabs(r.floatGlbPhi(tk.hwPhi)- crycl->phi()) +// << std::endl; +// } +// 400fb-1 7.5*10^34 -> 60gg + // "CryClu_pt", + // "CryClu_ss", + // "CryClu_relIso", + // "CryClu_standaloneWP", + // "CryClu_looseL1TkMatchWP", + // "Tk_chi2RPhi", + // "Tk_PtFrac", + // "PtRatio", + // "nMatch", + // "abs_dEta", + // "abs_dPhi", + + + // Run BDT inference + std::vector inputs = {cl_pt, cl_ss, cl_relIso, cl_staWP, cl_looseTkWP, tk_chi2RPhi, tk_ptFrac, cltk_ptRatio, cltk_nTkMatch, cltk_absDeta, cltk_absDphi}; + std::vector bdt_score = composite_bdt_eb_->decision_function(inputs); + // std::cout << " out BDT score: " << bdt_score[0] << std::endl; + return bdt_score[0] / 4; +} + +id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &cand, + float sumTkPt, + unsigned int nTkMatch, + const std::vector &emcalo, + const std::vector &track, + const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const { + // std::cout << "Endcap Piero Model" << std::endl; + // Get the cluster/track objects that form the composite candidate + const auto &calo = emcalo[cand.cluster_idx]; + const auto &tk = track[cand.track_idx]; + const l1t::PFCluster * pfcl = emcalo[cand.cluster_idx].src; + const l1t::PFTrack * pftk = tk.src; + const l1t::HGCalMulticluster * cl3d = + dynamic_cast(calo.src->constituentsAndFractions()[0].first.get()); + + // Prepare the input features + bdt_ee_feature_t cl_coreshowerlength = cl3d->coreShowerLength(); + bdt_ee_feature_t cl_meanz = std::fabs(cl3d->zBarycenter()); + bdt_ee_feature_t cl_spptot = cl3d->sigmaPhiPhiTot(); + bdt_ee_feature_t cl_seetot = cl3d->sigmaEtaEtaTot(); + bdt_ee_feature_t cl_szz = cl3d->sigmaZZ(); + + bdt_ee_feature_t cl_multiClassPionIdScore = pfcl->piIDScore(); + bdt_ee_feature_t cl_multiClassEmIdScore = pfcl->emIDScore(); + bdt_ee_feature_t tk_ptFrac = pftk->pt()/sumTkPt; + bdt_ee_feature_t cltk_ptRatio = pfcl->pt()/pftk->pt(); + bdt_ee_feature_t cltk_absDeta = fabs(pfcl->eta() - pftk->caloEta()); + bdt_ee_feature_t cltk_absDphi = fabs(pfcl->phi() - pftk->caloPhi()); + +// features=[ +// "HGCalClu_coreshowerlength", +// "HGCalClu_meanz", +// "HGCalClu_spptot", +// "HGCalClu_seetot", +// "HGCalClu_szz", +// "HGCalClu_multiClassPionIdScore", +// "HGCalClu_multiClassEmIdScore", +// "Tk_PtFrac", +// "PtRatio", +// "abs_dEta", +// "abs_dPhi", +// ] + + // Run BDT inference + std::vector inputs = { + cl_coreshowerlength, + cl_meanz, + cl_spptot, + cl_seetot, + cl_szz, + cl_multiClassPionIdScore, + cl_multiClassEmIdScore, + tk_ptFrac, + cltk_ptRatio, + cltk_absDeta, + cltk_absDphi}; + + std::vector bdt_score = composite_bdt_ee_->decision_function(inputs); + // std::cout << " out BDT score: " << bdt_score[0] << std::endl; + return bdt_score[0] / 4; +} + id_score_t PFTkEGAlgoEmulator::compute_composite_score(CompositeCandidate &cand, const std::vector &emcalo, const std::vector &track, @@ -365,11 +584,16 @@ void PFTkEGAlgoEmulator::run(const PFInputRegion &in, OutputRegion &out) const { std::vector emCalo2tk(emcalo_sel.size(), -1); std::vector emCaloTkBdtScore(emcalo_sel.size(), 0); - if (cfg.doCompositeTkEle) { - link_emCalo2tk_composite(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); - } else { + if(cfg.algorithm == 0) { link_emCalo2tk_elliptic(in.region, emcalo_sel, in.track, emCalo2tk); - } + } else if(cfg.algorithm == 1) { + link_emCalo2tk_composite(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); + } else if(cfg.algorithm == 2 || cfg.algorithm == 3) { + link_emCalo2tk_composite_eb_ee(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); + } + // else if(cfg.algorithm == 3) { + // link_emCalo2tk_composite_ee(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); + // } out.egsta.clear(); std::vector egobjs; @@ -504,11 +728,54 @@ EGIsoEleObjEmu &PFTkEGAlgoEmulator::addEGIsoEleToPF(std::vector egiso.hwEta = calo.hwEta; egiso.hwPhi = calo.hwPhi; unsigned int egHwQual = hwQual; - if (cfg.doEndcapHwQual) { - if (cfg.doCompositeTkEle) { - // tight ele WP is set for tight BDT score - egHwQual = (hwQual & 0x9) | ((bdtScore >= cfg.compIDparams.bdtScore_tight_wp) << 1); - } else { + if (cfg.algorithm == 1) { + // tight ele WP is set for tight BDT score + egHwQual = (hwQual & 0x9) | ((bdtScore >= cfg.compIDparams.bdtScore_tight_wp) << 1); + } else if(cfg.algorithm == 2) { + // std::cout << "alog 2 WPs" << std::endl; + vector pt_bins = {0,5,10,20,30,50}; + vector tight_wps = { + 0.18, + 0.05, + -0.35, + -0.5, + -0.6, + -0.4}; + + bool isTight = false; + + // std::upper_bound returns an iterator to the first element in pt_bins that is greater than pt_value + float pt_value = egiso.floatPt(); + auto it = std::upper_bound(pt_bins.begin(), pt_bins.end(), pt_value); + unsigned int bin_index = it - pt_bins.begin() - 1; + + isTight = (bdtScore > id_score_t(tight_wps[bin_index])); + + // tight ele WP is set for tight BDT score + egHwQual = (hwQual & 0x9) | (isTight << 1); + } else if(cfg.algorithm == 3) { + // std::cout << "alog 3 WPs" << std::endl; + vector pt_bins = {0,5,10,20,30,50}; + vector tight_wps = { + 1.2367626271489272, + 0.3639653772014115, + -0.8472978603872036, + -0.8953840470548413, + -0.7537718023763801, + -0.6190392084062235,}; + + bool isTight = false; + // std::upper_bound returns an iterator to the first element in pt_bins that is greater than pt_value + float pt_value = egiso.floatPt(); + auto it = std::upper_bound(pt_bins.begin(), pt_bins.end(), pt_value); + unsigned int bin_index = it - pt_bins.begin() - 1; + + isTight = (bdtScore > id_score_t(tight_wps[bin_index]/4.)); + + // tight ele WP is set for tight BDT score + egHwQual = (hwQual & 0x9) | (isTight << 1); + } else { + if (cfg.doEndcapHwQual) { // 1. zero-suppress the loose EG-ID (bit 1) // 2. for now use the standalone tight definition (bit 0) to set the tight point for eles (bit 1) egHwQual = (hwQual & 0x9) | ((hwQual & 0x1) << 1); From 69a4f66f34d81ff61e090b4685831a664a65c237 Mon Sep 17 00:00:00 2001 From: Kyungmin Park Date: Thu, 26 Sep 2024 23:27:01 +0200 Subject: [PATCH 05/22] Update HGC multiclass ID to EEmulticlass_tinymodel and pT binned WPs --- .../L1TParticleFlow/interface/PFCluster.h | 5 + .../L1TParticleFlow/src/classes_def.xml | 3 +- ...ssSF_maxdepth6_20p10quant_meanzoffset.json | 55124 ---------------- .../{my_prj.json => multiclass_EE.json} | 37988 +++++------ .../interface/HGC3DClusterID.h | 13 +- .../l1tPFClustersFromHGC3DClusters_cfi.py | 3 +- .../src/HGC3DClusterID.cc | 43 +- .../src/egamma/pftkegalgo_ref.cpp | 6 +- 8 files changed, 19638 insertions(+), 73547 deletions(-) delete mode 100644 L1Trigger/Phase2L1ParticleFlow/data/multiclassID/model_classSF_maxdepth6_20p10quant_meanzoffset.json rename L1Trigger/Phase2L1ParticleFlow/data/multiclassID/{my_prj.json => multiclass_EE.json} (51%) diff --git a/DataFormats/L1TParticleFlow/interface/PFCluster.h b/DataFormats/L1TParticleFlow/interface/PFCluster.h index 2ae7d11d13bfd..fa96e24462bee 100644 --- a/DataFormats/L1TParticleFlow/interface/PFCluster.h +++ b/DataFormats/L1TParticleFlow/interface/PFCluster.h @@ -89,6 +89,10 @@ namespace l1t { void setPiIDScore(float score) { piIdScore_ = score; } float piIDScore() const { return piIdScore_; } + // Kyungmin + void setRho(float rho) { rho_ = rho; } + float getRho() const { return rho_; } + uint64_t digiWord() const { return digiData_; } void setDigiWord(uint64_t data) { digiData_ = data; @@ -99,6 +103,7 @@ namespace l1t { // HGC dedicated quantities (0ed by default) float absZBarycenter_, sigmaRR_; float puIdScore_, emIdScore_, piIdScore_; + float rho_; // Kyungmin ConstituentsAndFractions constituents_; uint64_t digiData_; diff --git a/DataFormats/L1TParticleFlow/src/classes_def.xml b/DataFormats/L1TParticleFlow/src/classes_def.xml index 98c3a41f575e4..9fe390ceba37f 100644 --- a/DataFormats/L1TParticleFlow/src/classes_def.xml +++ b/DataFormats/L1TParticleFlow/src/classes_def.xml @@ -1,6 +1,7 @@ - + + diff --git a/L1Trigger/Phase2L1ParticleFlow/data/multiclassID/model_classSF_maxdepth6_20p10quant_meanzoffset.json b/L1Trigger/Phase2L1ParticleFlow/data/multiclassID/model_classSF_maxdepth6_20p10quant_meanzoffset.json deleted file mode 100644 index a861fc8725f3a..0000000000000 --- a/L1Trigger/Phase2L1ParticleFlow/data/multiclassID/model_classSF_maxdepth6_20p10quant_meanzoffset.json +++ /dev/null @@ -1,55124 +0,0 @@ -{ - "n_classes": 3, - "n_features": 8, - "n_trees": 30, - "max_depth": 6, - "init_predict": [ - 0, - 0, - 0 - ], - "norm": 1, - "trees": [ - [ - { - "feature": [ - 5, - 1, - 1, - 3, - 5, - 5, - 6, - 1, - 3, - 6, - 1, - 1, - 1, - 5, - 1, - 3, - 3, - 1, - 1, - 1, - 1, - 3, - 3, - 1, - 6, - 6, - 6, - 1, - 1, - 3, - 6, - 5, - 7, - 3, - 1, - 1, - 3, - 3, - 5, - 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-0.00686154887, - 0.128122807, - 0.492689371, - -0.0937660336, - -0.13051489, - 0.156697437, - 0.0912970081, - -0.241633743, - 0.167092547, - 0.853731036, - 0.352590621, - -0.0736817494, - 0.425079107, - 2.38380194, - -0.437854737, - -0.21092993, - 0.44020775, - -0.296387613, - 0.0366475582, - 0.208674565, - -0.455772489, - -1.05643392, - -0.0350084268, - -0.441076219, - 0.0749261826, - -0.00751566608 + 911.875305, + 932.29425, + 155.926758, + 1333.88123, + 712.185852, + 88.6951904, + 93.1568298, + 1122.67383, + 350.13147, + 389.545654, + 245.385544, + 71.1298828, + 263.19693, + 119.438156, + 143.315933, + 0.0194625594, + -0.00359197985, + -0.0757565722, + -0.0263820589, + 0.584121406, + 0.0886564627, + 2.78687143, + -0.0120049575, + -0.0650010258, + -0.12881276, + 3.17628431, + 0.0682401732, + 1.29425657, + -0.082065627, + 0.311530858, + -0.0198798738 ], "children_left": [ 1, @@ -28846,32 +30130,6 @@ 25, 27, 29, - 31, - 33, - 35, - 37, - 39, - 41, - 43, - 45, - -1, - 47, - -1, - -1, - 49, - 51, - 53, - 55, - -1, - -1, - -1, - -1, - -1, - -1, - -1, - -1, - -1, - -1, -1, -1, -1, @@ -28905,32 +30163,6 @@ 26, 28, 30, - 32, - 34, - 36, - 38, - 40, - 42, - 44, - 46, - -1, - 48, - -1, - -1, - 50, - 52, - 54, - 56, - -1, - -1, - -1, - -1, - -1, - -1, - -1, - -1, - -1, - -1, -1, -1, -1, @@ -28952,23 +30184,23 @@ ] ], "config": { - "output_dir": "/home/kypark/conifer/my-conifer-prj", + "output_dir": "/home/kypark/conifer_forDP/prj_tinytree_xgb_multiID_8vars_maxdepth4_ntrees60_ap_fixed_20_10_1728219672", "project_name": "my_prj", "backend": "xilinxhls", - "input_precision": "ap_fixed<12,4>", - "threshold_precision": "ap_fixed<12,4>", - "score_precision": "ap_fixed<12,4>", - "xilinx_part": "xcvu9p-flgb2104-2L-e", - "clock_period": "5", + "input_precision": "ap_fixed<20,10>", + "threshold_precision": "ap_fixed<20,10>", + "score_precision": "ap_fixed<20,10>", + "xilinx_part": "xcvu13p-flga2577-2-e", + "clock_period": 2.778, "unroll": true, "accelerator_config": null }, "metadata": [ { - "version": "1.4", + "version": "0.1.dev380+g1bded7e", "host": "yavin", "user": "kypark", - "time": 1712763069.632515 + "time": 1728219672.383479 } ] } \ No newline at end of file diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h index c7beb5e95696e..058d24526113f 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h @@ -17,17 +17,14 @@ #include // For conifer model inference -//typedef ap_fixed<21, 12, AP_RND_CONV, AP_SAT> bdt_feature_t; -//typedef ap_fixed<12, 3, AP_RND_CONV, AP_SAT> bdt_score_t; -//conifer::BDT, false> *multiclass_bdt_; - typedef ap_fixed<20, 10> bdt_feature_t; -typedef ap_fixed<20, 10> bdt_score_t; -//typedef ap_fixed<18, 8, AP_RND_CONV, AP_SAT> bdt_feature_t; -//typedef ap_fixed<18, 8, AP_RND_CONV, AP_SAT> bdt_score_t; -//conifer::BDT, false> *multiclass_bdt_; +typedef ap_fixed<20, 6> bdt_score_t; + conifer::BDT *multiclass_bdt_; +std::vector wp_PU; +std::vector wp_Pi; +std::vector wp_Eg; std::vector inputs; std::vector bdt_score; diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromHGC3DClusters_cfi.py b/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromHGC3DClusters_cfi.py index 2b2243fc45830..4f71eb09cbb94 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromHGC3DClusters_cfi.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1tPFClustersFromHGC3DClusters_cfi.py @@ -37,8 +37,7 @@ multiClassPID = cms.PSet( isPUFilter = cms.bool(False), preselection = cms.string(""), - #model = cms.string("L1Trigger/Phase2L1ParticleFlow/data/multiclassID/model_classSF_maxdepth6_18p8quant.json"), - model = cms.string("L1Trigger/Phase2L1ParticleFlow/data/multiclassID/model_classSF_maxdepth6_20p10quant_meanzoffset.json"), + model = cms.string("L1Trigger/Phase2L1ParticleFlow/data/multiclassID/multiclass_EE.json"), variables = cms.VPSet( cms.PSet(name = cms.string("showerlength"), value = cms.string("showerLength()")), cms.PSet(name = cms.string("coreshowerlength"), value = cms.string("coreShowerLength()")), diff --git a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc index ac91650692604..ad52dfe289656 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc +++ b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc @@ -3,6 +3,10 @@ l1tpf::HGC3DClusterID::HGC3DClusterID(const edm::ParameterSet &pset) { // Inference of the conifer BDT model multiclass_bdt_ = new conifer::BDT(edm::FileInPath(pset.getParameter("model")).fullPath()); + + wp_PU = {0.38534376, 0.33586645}; + wp_Pi = {0.22037095, 0.08385937}; + wp_Eg = {0.13564333, 0.36078927}; } float l1tpf::HGC3DClusterID::evaluate(const l1t::HGCalMulticluster &cl, l1t::PFCluster &cpf) { @@ -22,10 +26,6 @@ float l1tpf::HGC3DClusterID::evaluate(const l1t::HGCalMulticluster &cl, l1t::PFC bdt_score = multiclass_bdt_->decision_function(inputs); // BDT score - //float puScore = bdt_score[0]; - //float emScore = bdt_score[2]; - //float piScore = bdt_score[1]; - float puRawScore = bdt_score[0]; float emRawScore = bdt_score[2]; float piRawScore = bdt_score[1]; @@ -43,49 +43,30 @@ float l1tpf::HGC3DClusterID::evaluate(const l1t::HGCalMulticluster &cl, l1t::PFC cpf.setPuIDScore(puScore); cpf.setEmIDScore(emScore); cpf.setPiIDScore(piScore); + + cpf.setRho(cl.pt()); return maxScore; } bool l1tpf::HGC3DClusterID::passPuID(l1t::PFCluster &cpf, float maxScore) { - // Using argmax 'WP' + and pass some 'minimal' WP on the max probability - bool isMax = cpf.puIDScore() == maxScore; - float puWP = 0.4878136; // softmax WP for PU rejection rate at 86% - //return isMax & (cpf.puIDScore() > puWP); - return (cpf.puIDScore() > puWP); + + return (cpf.getRho() < 20 ? (cpf.puIDScore() > wp_PU[0]) : (cpf.puIDScore() > wp_PU[1])); } bool l1tpf::HGC3DClusterID::passPFEmID(l1t::PFCluster &cpf, float maxScore) { - // Using argmax 'WP' + and pass some 'minimal' WP on the max probability - bool isMax = cpf.emIDScore() == maxScore; - float puWP = 0.4878136; // softmax WP for PU rejection rate at 86% - float egWP = 0.115991354; // softmax WP for eg ID rate at 99% tagging after PU rejection - - //return isMax & (cpf.emIDScore() > egWP); - return ((cpf.puIDScore() <= puWP) && (cpf.emIDScore() > egWP)); + return (cpf.getRho() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); } bool l1tpf::HGC3DClusterID::passEgEmID(l1t::PFCluster &cpf, float maxScore) { - // Using argmax 'WP' + and pass some 'minimal' WP on the max probability - bool isMax = cpf.emIDScore() == maxScore; - - float puWP = 0.4878136; // softmax WP for PU rejection rate at 86% - float egWP = 0.115991354; // softmax WP for eg ID rate at 99% tagging after PU rejection - - //return isMax & (cpf.emIDScore() > egWP); - return ((cpf.puIDScore() <= puWP) && (cpf.emIDScore() > egWP)); + + return (cpf.getRho() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); } bool l1tpf::HGC3DClusterID::passPiID(l1t::PFCluster &cpf, float maxScore) { - // Using argmax 'WP' + and pass some 'minimal' WP on the max probability - bool isMax = cpf.piIDScore() == maxScore; - - float puWP = 0.4878136; // softmax WP for PU rejection rate at 86% - float piWP = 0.5363581; // softmax WP for pi ID rate at 90% tagging after PU rejection - //return isMax & (cpf.piIDScore() > piWP); - return ((cpf.puIDScore() <= puWP) && (cpf.piIDScore() > piWP)); + return (cpf.getRho() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.piIDScore() > wp_Pi[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.piIDScore() > wp_Pi[1]))); } diff --git a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp index 334df6032aa57..90f06b5e12fef 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp @@ -735,12 +735,12 @@ EGIsoEleObjEmu &PFTkEGAlgoEmulator::addEGIsoEleToPF(std::vector // std::cout << "alog 2 WPs" << std::endl; vector pt_bins = {0,5,10,20,30,50}; vector tight_wps = { - 0.18, + 0.19, 0.05, -0.35, + -0.45, -0.5, - -0.6, - -0.4}; + -0.38}; bool isTight = false; From d3e5ba8638b6fb1b1b0afeda0e68a9dc71ab1958 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Mon, 11 Nov 2024 14:01:59 +0100 Subject: [PATCH 06/22] set photon WP to false and fix the quality for collection before selection --- .../plugins/PFClusterProducerFromL1EGClusters.cc | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc index 05dcf549f621e..a85cb8f5feaf0 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc @@ -81,7 +81,11 @@ void l1tpf::PFClusterProducerFromL1EGClusters::produce(edm::Event &iEvent, const if (corrector_.valid()) corrector_.correctPt(cluster); cluster.setPtError(resol_(cluster.pt(), std::abs(cluster.eta()))); - unsigned int qual = ((digiCryCl.passes_iso() & digiCryCl.passes_ss()) << 2) | ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | true; + // hwQual definition: + // bit 0: standaloneWP: is_iso && is_ss + // bit 1: looseL1TkMatchWP: is_looseTkiso && is_looseTkss + // bit 2: photonWP: + unsigned int qual = (digiCryCl.passes_iso() & digiCryCl.passes_ss()) | ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | (false << 2); cluster.setHwQual(qual); cluster.setDigiWord(digiCryCl.data()); out->push_back(cluster); @@ -101,7 +105,7 @@ void l1tpf::PFClusterProducerFromL1EGClusters::produce(edm::Event &iEvent, const if (corrector_.valid()) corrector_.correctPt(cluster); cluster.setPtError(resol_(cluster.pt(), std::abs(cluster.eta()))); - unsigned int qual = (digiCryCl.passes_iso() & digiCryCl.passes_ss()) | ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | (true << 2); + unsigned int qual = (digiCryCl.passes_iso() & digiCryCl.passes_ss()) | ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | (false << 2); cluster.setHwQual(qual); cluster.setDigiWord(digiCryCl.data()); From 1290f274d20521892bda330cad253ac1f7f3dee7 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Thu, 14 Nov 2024 17:17:30 +0100 Subject: [PATCH 07/22] Fist step towards removing input conversion to PFCluster. - only working mechanics. HGCal content still empty - PFCandidates now own a pointer to L1Candidates - PFProdure can write out PFClusters with decoded information - started moving functionality of PFCLuster converters in PF producer --- .../L1TParticleFlow/interface/PFCandidate.h | 11 +- .../src/classes_def.xml.generated | 76 --- .../plugins/DeregionizerProducer.cc | 80 ++-- .../plugins/L1TCorrelatorLayer1Producer.cc | 453 +++++++++++++----- .../python/l1ctLayer1_cff.py | 49 +- 5 files changed, 420 insertions(+), 249 deletions(-) delete mode 100644 DataFormats/L1TParticleFlow/src/classes_def.xml.generated diff --git a/DataFormats/L1TParticleFlow/interface/PFCandidate.h b/DataFormats/L1TParticleFlow/interface/PFCandidate.h index 567eb6f80b7fb..b1de1bba2909e 100644 --- a/DataFormats/L1TParticleFlow/interface/PFCandidate.h +++ b/DataFormats/L1TParticleFlow/interface/PFCandidate.h @@ -2,9 +2,7 @@ #define DataFormats_L1TParticleFlow_PFCandidate_h #include -#include "DataFormats/L1Trigger/interface/L1Candidate.h" #include "DataFormats/L1TMuonPhase2/interface/SAMuon.h" -#include "DataFormats/L1TParticleFlow/interface/PFCluster.h" #include "DataFormats/L1TParticleFlow/interface/PFTrack.h" #include "DataFormats/L1Trigger/interface/RegionalOutput.h" @@ -13,6 +11,7 @@ namespace l1t { class PFCandidate : public L1Candidate { public: typedef l1t::SAMuonRef MuonRef; + typedef edm::Ptr L1CandPtr; enum ParticleType { ChargedHadron = 0, Electron = 1, NeutralHadron = 2, Photon = 3, Muon = 4 }; PFCandidate() {} @@ -37,8 +36,9 @@ namespace l1t { const PFTrackRef& pfTrack() const { return trackRef_; } void setPFTrack(const PFTrackRef& ref) { trackRef_ = ref; } - const PFClusterRef& pfCluster() const { return clusterRef_; } - void setPFCluster(const PFClusterRef& ref) { clusterRef_ = ref; } + const L1CandPtr& caloPtr() const { return caloPtr_; } + void setCaloPtr(const L1CandPtr& ptr) { caloPtr_ = ptr; } + // FIXME: need to provide backward compatibility to get Ptr out of the PFCluster ref const MuonRef& muon() const { return muonRef_; } void setMuon(const MuonRef& ref) { muonRef_ = ref; } @@ -71,7 +71,8 @@ namespace l1t { void setEncodedPuppi64(uint64_t encodedPuppi64) { encodedPuppi64_ = encodedPuppi64; } private: - PFClusterRef clusterRef_; + + L1CandPtr caloPtr_; PFTrackRef trackRef_; MuonRef muonRef_; float dxy_, puppiWeight_, caloEta_, caloPhi_; diff --git a/DataFormats/L1TParticleFlow/src/classes_def.xml.generated b/DataFormats/L1TParticleFlow/src/classes_def.xml.generated deleted file mode 100644 index 98c3a41f575e4..0000000000000 --- a/DataFormats/L1TParticleFlow/src/classes_def.xml.generated +++ /dev/null @@ -1,76 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/DeregionizerProducer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/DeregionizerProducer.cc index 46276ce37aea4..c49239a49fef3 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/DeregionizerProducer.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/DeregionizerProducer.cc @@ -9,6 +9,7 @@ #include "FWCore/Framework/interface/MakerMacros.h" #include "DataFormats/L1TParticleFlow/interface/PFCandidate.h" +#include "DataFormats/L1TParticleFlow/interface/PFCluster.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/deregionizer/deregionizer_input.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/deregionizer/deregionizer_ref.h" @@ -30,9 +31,10 @@ class DeregionizerProducer : public edm::stream::EDProducer<> { std::vector> outputRegions_; const unsigned int tmuxFactor_ = 6; // not really configurable in current architecture - std::unordered_map clusterRefMap_; - std::unordered_map trackRefMap_; - std::unordered_map muonRefMap_; +// FIXME: cleanup comments + // std::unordered_map clusterRefMap_; + // std::unordered_map trackRefMap_; + // std::unordered_map muonRefMap_; void produce(edm::Event &, const edm::EventSetup &) override; void hwToEdm_(const std::vector &hwOut, std::vector &edmOut) const; @@ -53,9 +55,9 @@ DeregionizerProducer::DeregionizerProducer(const edm::ParameterSet &iConfig) DeregionizerProducer::~DeregionizerProducer() {} void DeregionizerProducer::produce(edm::Event &iEvent, const edm::EventSetup &iSetup) { - clusterRefMap_.clear(); - trackRefMap_.clear(); - muonRefMap_.clear(); + // clusterRefMap_.clear(); + // trackRefMap_.clear(); + // muonRefMap_.clear(); auto deregColl = std::make_unique(); auto truncColl = std::make_unique(); @@ -83,9 +85,9 @@ void DeregionizerProducer::produce(edm::Event &iEvent, const edm::EventSetup &iS for (int i = 0, n = region.size(); i < n; ++i) { l1ct::PuppiObjEmu tempPuppi; const l1t::PFCandidate &cand = region[i]; - clusterRefMap_[&cand] = cand.pfCluster(); - trackRefMap_[&cand] = cand.pfTrack(); - muonRefMap_[&cand] = cand.muon(); + // clusterRefMap_[&cand] = cand.pfCluster(); + // trackRefMap_[&cand] = cand.pfTrack(); + // muonRefMap_[&cand] = cand.muon(); tempPuppi.initFromBits(cand.encodedPuppi64()); tempPuppi.srcCand = &cand; @@ -143,36 +145,42 @@ void DeregionizerProducer::hwToEdm_(const std::vector &hwOut, edmOut.back().setHwEmID(hwPuppi.hwEmID()); } edmOut.back().setEncodedPuppi64(hwPuppi.pack().to_uint64()); - setRefs_(edmOut.back(), hwPuppi); + edmOut.back().setCaloPtr(hwPuppi.srcCand->caloPtr()); + edmOut.back().setPFTrack(hwPuppi.srcCand->pfTrack()); + edmOut.back().setMuon(hwPuppi.srcCand->muon()); + // setRefs_(edmOut.back(), hwPuppi); } } -void DeregionizerProducer::setRefs_(l1t::PFCandidate &pf, const l1ct::PuppiObjEmu &p) const { - if (p.srcCand) { - auto match = clusterRefMap_.find(p.srcCand); - if (match == clusterRefMap_.end()) { - throw cms::Exception("CorruptData") << "Invalid cluster pointer in PF candidate id " << p.intId() << " pt " - << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); - } - pf.setPFCluster(match->second); - } - if (p.srcCand) { - auto match = trackRefMap_.find(p.srcCand); - if (match == trackRefMap_.end()) { - throw cms::Exception("CorruptData") << "Invalid track pointer in PF candidate id " << p.intId() << " pt " - << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); - } - pf.setPFTrack(match->second); - } - if (p.srcCand) { - auto match = muonRefMap_.find(p.srcCand); - if (match == muonRefMap_.end()) { - throw cms::Exception("CorruptData") << "Invalid muon pointer in PF candidate id " << p.intId() << " pt " - << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); - } - pf.setMuon(match->second); - } -} +// void DeregionizerProducer::setRefs_(l1t::PFCandidate &pf, const l1ct::PuppiObjEmu &p) const { +// if (p.srcCand) { +// auto match = clusterRefMap_.find(p.srcCand); +// if (match == clusterRefMap_.end()) { +// throw cms::Exception("CorruptData") << "Invalid cluster pointer in PF candidate id " << p.intId() << " pt " +// << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); +// } +// pf.setPFCluster(match->second); +// } +// if (p.srcCand) { +// auto match = trackRefMap_.find(p.srcCand); +// if (match == trackRefMap_.end()) { +// throw cms::Exception("CorruptData") << "Invalid track pointer in PF candidate id " << p.intId() << " pt " +// << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); +// } +// pf.setPFTrack(match->second); +// } +// if (p.srcCand) { +// auto match = muonRefMap_.find(p.srcCand); +// if (match == muonRefMap_.end()) { +// throw cms::Exception("CorruptData") << "Invalid muon pointer in PF candidate id " << p.intId() << " pt " +// << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); +// } +// pf.setMuon(match->second); +// } +// pf.setCaloPtr(p.srcCand->caloPtr()); +// pf.setPFTrack(p.srcCand->pfTrack()); +// pf.setMuon(p.srcCand->muon()); +// } void DeregionizerProducer::fillDescriptions(edm::ConfigurationDescriptions &descriptions) { edm::ParameterSetDescription desc; diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc index e701584323d6f..768d715cdb528 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc @@ -17,6 +17,7 @@ #include "DataFormats/Common/interface/View.h" #include "DataFormats/Common/interface/RefToPtr.h" #include "DataFormats/L1TParticleFlow/interface/PFCandidate.h" +#include "DataFormats/L1TParticleFlow/interface/PFCluster.h" #include "DataFormats/L1Trigger/interface/Vertex.h" #include "DataFormats/L1Trigger/interface/VertexWord.h" @@ -46,6 +47,16 @@ #include "DataFormats/L1TCorrelator/interface/TkEm.h" #include "DataFormats/L1TCorrelator/interface/TkEmFwd.h" +#include "DataFormats/L1TCalorimeterPhase2/interface/CaloCrystalCluster.h" +#include "DataFormats/L1TCalorimeterPhase2/interface/DigitizedClusterCorrelator.h" +#include "DataFormats/L1THGCal/interface/HGCalMulticluster.h" + +#include "L1Trigger/Phase2L1ParticleFlow/interface/corrector.h" +#include "L1Trigger/Phase2L1ParticleFlow/interface/ParametricResolution.h" + + +#include + //-------------------------------------------------------------------------------------------------- class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { public: @@ -67,8 +78,13 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { edm::EDGetTokenT muCands_; // standalone muons - std::vector> emCands_; - std::vector> hadCands_; + // FIXME: do we need to go to L1Candidates? Maybe for now we don't.... + std::vector> emCands_; + std::vector> emGctRawCands_; + + std::vector>> hadCands_; + + float emPtCut_, hadPtCut_; @@ -84,7 +100,6 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { // Region dump const std::string regionDumpName_; - bool writeRawHgcalCluster_; std::fstream fRegionDump_; const edm::VParameterSet patternWriterConfigs_; std::vector> patternWriters_; @@ -93,14 +108,34 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { float debugEta_, debugPhi_, debugR_; // these are used to link items back - std::unordered_map clusterRefMap_; std::unordered_map trackRefMap_; std::unordered_map muonRefMap_; + // tools for GCT clusters + l1tpf::corrector corrector_; + l1tpf::ParametricResolution resol_; + // main methods void beginStream(edm::StreamID) override; void endStream() override; void produce(edm::Event &, const edm::EventSetup &) override; + void encodeAndAddHgcalCluster(ap_uint<256>& word, const l1t::L1Candidate &calo, l1ct::DetectorSector> &sec); + void getDecodedGctEmCluster(l1ct::EmCaloObjEmu& calo, + l1ct::DetectorSector &sec, + const l1tp2::DigitizedClusterCorrelator &digi) const; + void getDecodedGctPFCluster(l1ct::HadCaloObjEmu& calo, + l1ct::DetectorSector &sec, + const l1t::PFCluster *c) const; + void addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, + const edm::Handle &caloHandle, + unsigned int ic, + std::deque &pfClusters, + l1ct::DetectorSector &sec); + void addDecodedHadCalo(l1ct::HadCaloObjEmu &decCalo, + const edm::Handle> &caloHandle, + unsigned int ic, + std::deque &pfClusters, + l1ct::DetectorSector &sec); void addUInt(unsigned int value, std::string iLabel, edm::Event &iEvent); void initSectorsAndRegions(const edm::ParameterSet &iConfig); @@ -108,15 +143,13 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { // add object, tracking references void addTrack(const l1t::PFTrack &t, l1t::PFTrackRef ref); void addMuon(const l1t::SAMuon &t, l1t::PFCandidate::MuonRef ref); - void addHadCalo(const l1t::PFCluster &t, l1t::PFClusterRef ref); - void addEmCalo(const l1t::PFCluster &t, l1t::PFClusterRef ref); // add objects in already-decoded format void addDecodedTrack(l1ct::DetectorSector &sec, const l1t::PFTrack &t); void addDecodedMuon(l1ct::DetectorSector &sec, const l1t::SAMuon &t); - void addDecodedHadCalo(l1ct::DetectorSector &sec, const l1t::PFCluster &t); - void addDecodedEmCalo(l1ct::DetectorSector &sec, const l1t::PFCluster &t); + // void addDecodedHadCalo(l1ct::DetectorSector &sec, const l1t::PFCluster &t); //FIXME + // void addDecodedEmCalo(l1ct::DetectorSector &sec, const l1t::PFCluster &t); //FIXME - void addRawHgcalCluster(l1ct::DetectorSector> &sec, const l1t::PFCluster &c); + // void addRawHgcalCluster(l1ct::DetectorSector> &sec, const l1t::PFCluster &c); template void rawHgcalClusterEncode(ap_uint<256> &cwrd, const l1ct::DetectorSector &sec, const l1t::PFCluster &c) const { @@ -150,6 +183,40 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { cwrd(127, 116) = w_hoe.range(); } + void rawHgcalClusterEncode(ap_uint<256> &cwrd, const l1ct::DetectorSector> &sec, const l1t::HGCalMulticluster *c) const { + cwrd = 0; + // FIXME: implement + // ap_ufixed<14, 12, AP_RND_CONV, AP_SAT> w_pt = c.pt(); + // ap_uint<14> w_empt = round(c.emEt() / 0.25); + // constexpr float ETAPHI_LSB = M_PI / 720; + // ap_int<9> w_eta = round(sec.region.localEta(c.eta()) / ETAPHI_LSB); + // ap_int<9> w_phi = round(sec.region.localPhi(c.phi()) / ETAPHI_LSB); + // ap_uint<10> w_qual = c.hwQual(); + // // NOTE: this is an arbitrary choice to keep the rounding consistent with the "addDecodedHadCalo" one + // ap_uint<13> w_srrtot = round(c.sigmaRR() * l1ct::Scales::SRRTOT_SCALE / l1ct::Scales::SRRTOT_LSB); + // ap_uint<12> w_meanz = round(c.absZBarycenter()); + // // NOTE: the calibration can actually make hoe become negative....we add a small protection for now + // // We use ap_ufixed to handle saturation and rounding + // ap_ufixed<10, 5, AP_RND_CONV, AP_SAT> w_hoe = c.hOverE(); + + // cwrd(13, 0) = w_pt.range(); + // cwrd(27, 14) = w_empt; + // cwrd(72, 64) = w_eta; + // cwrd(81, 73) = w_phi; + // cwrd(115, 106) = w_qual; + + // // FIXME: we add the variables use by composite-ID. The definitin will have to be reviewd once the + // // hgc format is better defined. For now we use + // // hwMeanZ = word 1 bits 30-19 + // // hwSrrTot = word 3 bits 21 - 9 + // // hoe = word 1 bits 63-52 (currently spare in the interface) + // cwrd(213, 201) = w_srrtot; + // cwrd(94, 83) = w_meanz; + // cwrd(127, 116) = w_hoe.range(); + } + + + // fetching outputs std::unique_ptr fetchHadCalo() const; std::unique_ptr fetchEmCalo() const; @@ -205,11 +272,12 @@ L1TCorrelatorLayer1Producer::L1TCorrelatorLayer1Producer(const edm::ParameterSet l1tkegalgo_(nullptr), l1tkegsorter_(nullptr), regionDumpName_(iConfig.getUntrackedParameter("dumpFileName")), - writeRawHgcalCluster_(iConfig.getUntrackedParameter("writeRawHgcalCluster")), patternWriterConfigs_(iConfig.getUntrackedParameter("patternWriters")), debugEta_(iConfig.getUntrackedParameter("debugEta")), debugPhi_(iConfig.getUntrackedParameter("debugPhi")), - debugR_(iConfig.getUntrackedParameter("debugR")) { + debugR_(iConfig.getUntrackedParameter("debugR")), + corrector_(iConfig.getParameter("gctEmCorrector"), -1), + resol_(iConfig.getParameter("gctEmResol")) { produces("PF"); produces("Puppi"); produces("PuppiRegional"); @@ -222,11 +290,15 @@ L1TCorrelatorLayer1Producer::L1TCorrelatorLayer1Producer(const edm::ParameterSet #endif produces>("DecodedTK"); + // FIXME: drop vectors for (const auto &tag : iConfig.getParameter>("emClusters")) { - emCands_.push_back(consumes(tag)); + emCands_.push_back(consumes(tag)); + } + for (const auto &tag : iConfig.getParameter>("emGctRawClusters")) { + emGctRawCands_.push_back(consumes(tag)); } for (const auto &tag : iConfig.getParameter>("hadClusters")) { - hadCands_.push_back(consumes(tag)); + hadCands_.push_back(consumes>(tag)); } if (hasTracks_) { @@ -337,6 +409,9 @@ L1TCorrelatorLayer1Producer::L1TCorrelatorLayer1Producer(const edm::ParameterSet produces>(std::string("vecNPuppi") + l1ct::OutputRegion::objTypeName[i]); } + produces>("decodedHadPFClusters"); + produces>("decodedEmPFClusters"); + initSectorsAndRegions(iConfig); } @@ -347,7 +422,8 @@ void L1TCorrelatorLayer1Producer::fillDescriptions(edm::ConfigurationDescription // Inputs and cuts desc.add("tracks", edm::InputTag("")); desc.add("muons", edm::InputTag("l1tSAMuonsGmt", "prompt")); - desc.add>("emClusters", std::vector()); + desc.add>("emClusters", std::vector()); // FIXME: Gct in name? + desc.add>("emGctRawClusters", std::vector()); desc.add>("hadClusters", std::vector()); desc.add("vtxCollection", edm::InputTag("l1tVertexFinderEmulator", "L1VerticesEmulation")); desc.add("vtxCollectionEmulation", true); @@ -409,7 +485,6 @@ void L1TCorrelatorLayer1Producer::fillDescriptions(edm::ConfigurationDescription desc.addVPSet("boards", boardPSD); // dump files desc.addUntracked("dumpFileName", ""); - desc.addUntracked("writeRawHgcalCluster", false); // pattern files desc.addVPSetUntracked( "patternWriters", L1TCorrelatorLayer1PatternFileWriter::getParameterSetDescription(), edm::VParameterSet()); @@ -417,7 +492,15 @@ void L1TCorrelatorLayer1Producer::fillDescriptions(edm::ConfigurationDescription desc.addUntracked("debugEta", 0.); desc.addUntracked("debugPhi", 0.); desc.addUntracked("debugR", -1.); + desc.add("gctEmCorrector"); + edm::ParameterSetDescription gctEmResolPSD; + gctEmResolPSD.add>("etaBins"); + gctEmResolPSD.add>("offset"); + gctEmResolPSD.add>("scale"); + gctEmResolPSD.add("kind"); + desc.add("gctEmResol", gctEmResolPSD); descriptions.add("l1tCorrelatorLayer1", desc); + } void L1TCorrelatorLayer1Producer::beginStream(edm::StreamID id) { @@ -478,28 +561,86 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe addMuon(mu, l1t::PFCandidate::MuonRef(muons, i)); } // ------ READ CALOS ----- - edm::Handle caloHandle; - for (const auto &tag : emCands_) { - iEvent.getByToken(tag, caloHandle); - const auto &calos = *caloHandle; - for (unsigned int ic = 0, nc = calos.size(); ic < nc; ++ic) { - const auto &calo = calos[ic]; - if (debugR_ > 0 && deltaR(calo.eta(), calo.phi(), debugEta_, debugPhi_) > debugR_) - continue; - if (calo.pt() > emPtCut_) - addEmCalo(calo, l1t::PFClusterRef(caloHandle, ic)); + + // NOTE: we use deque because it guarantees pointer stability upon insertions...there might be better options + std::deque emDecodedClusters; + + // FIXME: do we still need vectors of input tags? Not in my understanding... + assert(emCands_.size() == emGctRawCands_.size()); + + for (unsigned int iin = 0; iin != emCands_.size(); iin++) { + edm::Handle emClusters; + edm::Handle emRawClusters; + const auto& tag = emCands_[iin]; + const auto& tag_raw = emGctRawCands_[iin]; + iEvent.getByToken(tag, emClusters); + iEvent.getByToken(tag_raw, emRawClusters); + if(emClusters.isValid() && emRawClusters.isValid()) { + const auto &calos = *emClusters; + const auto &rawCalos = *emRawClusters; + assert(calos.size() == rawCalos.size()); + + for (unsigned int ic = 0, nc = calos.size(); ic < nc; ++ic) { + const auto &calo = calos[ic]; + const auto &rawCalo = rawCalos[ic]; + if (debugR_ > 0 && deltaR(calo.eta(), calo.phi(), debugEta_, debugPhi_) > debugR_) + continue; + for(unsigned int isec = 0; isec < event_.decoded.emcalo.size(); isec++) { + auto& sec = event_.decoded.emcalo[isec]; + if (sec.region.contains(calo.eta(), calo.phi())) { + l1ct::EmCaloObjEmu decCalo; + // FIXME: this should be replaced by a call to the unpacker.... + getDecodedGctEmCluster(decCalo, sec, rawCalo); + if (decCalo.floatPt() > hadPtCut_) { + addDecodedEmCalo(decCalo, emClusters, ic, emDecodedClusters, sec); + } + } + } + } } } + + // NOTE: we use deque because it guarantees pointer stability upon insertions...there might be better options + std::deque hadDecodedClusters; + for (const auto &tag : hadCands_) { + edm::Handle> caloHandle; iEvent.getByToken(tag, caloHandle); - const auto &calos = *caloHandle; - for (unsigned int ic = 0, nc = calos.size(); ic < nc; ++ic) { - const auto &calo = calos[ic]; - if (debugR_ > 0 && deltaR(calo.eta(), calo.phi(), debugEta_, debugPhi_) > debugR_) - continue; - if (calo.pt() > hadPtCut_) - addHadCalo(calo, l1t::PFClusterRef(caloHandle, ic)); + if(caloHandle.isValid()) { // In this case we convert the calo-clusters to raw + const auto &calos = *caloHandle; + for (unsigned int ic = 0, nc = calos.size(); ic < nc; ++ic) { + const auto& calo = calos[ic]; + if (debugR_ > 0 && deltaR(calo.eta(), calo.phi(), debugEta_, debugPhi_) > debugR_) + continue; + + for(unsigned int isec = 0; isec < event_.decoded.hadcalo.size(); isec++) { + auto& sec = event_.decoded.hadcalo[isec]; + // 0. get the raw and decoded sectors + if (sec.region.contains(calo.eta(), calo.phi())) { + l1ct::HadCaloObjEmu decCalo; + // 1. Get the raw word + if(hgcalInput_) { // HGCal input + auto& sec_raw = event_.raw.hgcalcluster[isec]; + ap_uint<256> cwrd = 0; + encodeAndAddHgcalCluster(cwrd, calo, sec_raw); + // 2. Crete the decoded object calling the unpacker + decCalo = hgcalInput_->decode(cwrd); + } else { // GCT Inputs & PF + // FIXME: split PF + const l1t::PFCluster *pfcl = dynamic_cast(&calo); + // FIXME: for now we keep using l1t::PFClusters but should move to the GCT emulated collection + // and proper unpacking + // FIXME: this should be replaced by a call to the unpacker.... + getDecodedGctPFCluster(decCalo, sec, pfcl); + } + if (decCalo.floatPt() > hadPtCut_) { + addDecodedHadCalo(decCalo, caloHandle, ic, hadDecodedClusters, sec); + } + } + } + } } + } regionizer_->run(event_.decoded, event_.pfinputs); @@ -632,10 +773,76 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe writer->write(event_); } + // FIXME: add a flag: writing these out should be optional + // FIXME: add fetch method and solve duplications before writing (can use the index of the ptr to the consituents) + // iEvent.put(std::move(hadDecodedClusters), "decodedHadPFClusters"); //FIXME: convert to std::unique_ptr + // iEvent.put(std::move(emDecodedClusters), "decodedEmPFClusters"); //FIXME: convert to std::unique_ptr + + // finally clear the regions event_.clear(); } +// FIXME: fix order of const non const refs... +void L1TCorrelatorLayer1Producer::encodeAndAddHgcalCluster(ap_uint<256>& word, const l1t::L1Candidate &calo, l1ct::DetectorSector> &sec) { + const l1t::HGCalMulticluster *hgcalCluster = dynamic_cast(&calo); + if (hgcalCluster) + rawHgcalClusterEncode(word, sec, hgcalCluster); + else + throw cms::Exception("CastFailed", "input L1Candidate is not l1t::HGCalMulticluster\n"); + sec.obj.push_back(word); +} + + +// FIXME: besides the specific "cluster shape variables" this function and the had one could be merged via templates +// we will see after the new implementation is complete: it all depends on the decision about PFClusters. +// do we need to specialize them for barrel& endcap or we can just add all variables to the same class? +void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, + const edm::Handle &caloHandle, + unsigned int ic, + std::deque &pfClusters, + l1ct::DetectorSector &sec) { + // 3. Crete the PFCluster and add the original object as Consitutent + l1t::PFCluster pfCl(decCalo.floatPt(), + decCalo.floatEta(), // FIXME: global + decCalo.floatPhi(), // FIXME: global + decCalo.floatHoe(), + true); // FIXME: is this used? + // Add additional variables specialized for GCT and HGCal clusters + pfCl.setSigmaRR(decCalo.floatSrrTot()); + pfCl.setAbsZBarycenter(decCalo.floatMeanZ()); + pfCl.addConstituent(edm::Ptr(caloHandle, ic)); + + pfClusters.push_back(pfCl); + decCalo.src = &(pfClusters.back()); + // 4. Add the the Ref to the PF Cluster to the Decoded object + sec.obj.push_back(decCalo); // ref before put +} + + + +void L1TCorrelatorLayer1Producer::addDecodedHadCalo(l1ct::HadCaloObjEmu &decCalo, + const edm::Handle> &caloHandle, + unsigned int ic, + std::deque &pfClusters, + l1ct::DetectorSector &sec) { + // 3. Crete the PFCluster and add the original object as Consitutent + l1t::PFCluster pfCl(decCalo.floatPt(), + decCalo.floatEta(), // FIXME: global + decCalo.floatPhi(), // FIXME: global + decCalo.floatHoe(), + decCalo.hwIsEM()); // FIXME: do we store local or global coord? + // Add additional variables specialized for GCT and HGCal clusters + pfCl.setSigmaRR(decCalo.floatSrrTot()); + pfCl.setAbsZBarycenter(decCalo.floatMeanZ()); + pfCl.addConstituent(edm::Ptr(caloHandle, ic)); + + pfClusters.push_back(pfCl); + decCalo.src = &(pfClusters.back()); + // 4. Add the the Ref to the PF Cluster to the Decoded object + sec.obj.push_back(decCalo); // ref before put +} + void L1TCorrelatorLayer1Producer::addUInt(unsigned int value, std::string iLabel, edm::Event &iEvent) { iEvent.put(std::make_unique(value), iLabel); } @@ -721,7 +928,6 @@ void L1TCorrelatorLayer1Producer::initEvent(const edm::Event &iEvent) { event_.run = iEvent.id().run(); event_.lumi = iEvent.id().luminosityBlock(); event_.event = iEvent.id().event(); - clusterRefMap_.clear(); trackRefMap_.clear(); muonRefMap_.clear(); } @@ -740,26 +946,6 @@ void L1TCorrelatorLayer1Producer::addMuon(const l1t::SAMuon &mu, l1t::PFCandidat addDecodedMuon(event_.decoded.muon, mu); muonRefMap_[&mu] = ref; } -void L1TCorrelatorLayer1Producer::addHadCalo(const l1t::PFCluster &c, l1t::PFClusterRef ref) { - int sidx = 0; - for (auto &sec : event_.decoded.hadcalo) { - if (sec.region.contains(c.eta(), c.phi())) { - addDecodedHadCalo(sec, c); - if (writeRawHgcalCluster_) - addRawHgcalCluster(event_.raw.hgcalcluster[sidx], c); - } - sidx++; - } - clusterRefMap_[&c] = ref; -} -void L1TCorrelatorLayer1Producer::addEmCalo(const l1t::PFCluster &c, l1t::PFClusterRef ref) { - for (auto &sec : event_.decoded.emcalo) { - if (sec.region.contains(c.eta(), c.phi())) { - addDecodedEmCalo(sec, c); - } - } - clusterRefMap_[&c] = ref; -} void L1TCorrelatorLayer1Producer::addDecodedTrack(l1ct::DetectorSector &sec, const l1t::PFTrack &t) { std::pair tkAndSel; @@ -816,59 +1002,94 @@ void L1TCorrelatorLayer1Producer::addDecodedMuon(l1ct::DetectorSector &sec, - const l1t::PFCluster &c) { - l1ct::HadCaloObjEmu calo; - ap_uint<256> word = 0; - rawHgcalClusterEncode(word, sec, c); - if (hgcalInput_) { - calo = hgcalInput_->decode(word); - } else { - calo.hwPt = l1ct::Scales::makePtFromFloat(c.pt()); - calo.hwEta = l1ct::Scales::makeGlbEta(c.eta()) - - sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value - calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(c.phi())); - calo.hwEmPt = l1ct::Scales::makePtFromFloat(c.emEt()); - calo.hwEmID = c.hwEmID(); - calo.hwSrrTot = l1ct::Scales::makeSrrTot(c.sigmaRR()); - calo.hwMeanZ = c.absZBarycenter() < 320. ? l1ct::meanz_t(0) : l1ct::Scales::makeMeanZ(c.absZBarycenter()); - calo.hwHoe = l1ct::Scales::makeHoe(c.hOverE()); - } - calo.src = &c; - sec.obj.push_back(calo); -} - -void L1TCorrelatorLayer1Producer::addRawHgcalCluster(l1ct::DetectorSector> &sec, const l1t::PFCluster &c) { - ap_uint<256> cwrd = 0; - rawHgcalClusterEncode(cwrd, sec, c); - sec.obj.push_back(cwrd); -} +void L1TCorrelatorLayer1Producer::getDecodedGctEmCluster(l1ct::EmCaloObjEmu& calo, + l1ct::DetectorSector &sec, + const l1tp2::DigitizedClusterCorrelator &digi) const { -void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::DetectorSector &sec, - const l1t::PFCluster &c) { - l1ct::EmCaloObjEmu calo; - // set the endcap-sepcific variables to default value: calo.clear(); - calo.hwPt = l1ct::Scales::makePtFromFloat(c.pt()); - calo.hwEta = l1ct::Scales::makeGlbEta(c.eta()) - + calo.hwPt = l1ct::Scales::makePtFromFloat(digi.pt()*digi.ptLSB()); + calo.hwEta = l1ct::Scales::makeGlbEta(digi.realEta()) - sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value - calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(c.phi())); - calo.hwPtErr = l1ct::Scales::makePtFromFloat(c.ptError()); - calo.hwEmID = c.hwEmID(); - calo.src = &c; - sec.obj.push_back(calo); -} + calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(digi.realPhi())); + + if (corrector_.valid()) { + float newpt = corrector_.correctedPt(calo.floatPt(), calo.floatPt(), sec.region.floatGlbEta(calo.hwEta)); + calo.hwPt = l1ct::Scales::makePtFromFloat(newpt); + } + calo.hwPtErr = l1ct::Scales::makePtFromFloat(resol_(calo.floatPt(), std::abs(sec.region.floatGlbEta(calo.hwEta)))); + + // hwQual definition: + // bit 0: standaloneWP: is_iso && is_ss + // bit 1: looseL1TkMatchWP: is_looseTkiso && is_looseTkss + // bit 2: photonWP: + calo.hwEmID = (digi.passes_iso() & digi.passes_ss()) | ((digi.passes_looseTkiso() & digi.passes_looseTkss()) << 1) | (false << 2); +} + +void L1TCorrelatorLayer1Producer::getDecodedGctPFCluster(l1ct::HadCaloObjEmu& calo, + l1ct::DetectorSector &sec, + const l1t::PFCluster *c) const { + calo.clear(); + calo.hwPt = l1ct::Scales::makePtFromFloat(c->pt()); + calo.hwEta = l1ct::Scales::makeGlbEta(c->eta()) - + sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value + calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(c->phi())); + calo.hwEmPt = l1ct::Scales::makePtFromFloat(c->emEt()); + calo.hwEmID = c->hwEmID(); + calo.hwSrrTot = l1ct::Scales::makeSrrTot(c->sigmaRR()); + calo.hwMeanZ = c->absZBarycenter() < 320. ? l1ct::meanz_t(0) : l1ct::Scales::makeMeanZ(c->absZBarycenter()); + calo.hwHoe = l1ct::Scales::makeHoe(c->hOverE()); +} + +// FIXME +// void L1TCorrelatorLayer1Producer::addDecodedHadCalo(l1ct::DetectorSector &sec, +// const l1t::PFCluster &c) { +// l1ct::HadCaloObjEmu calo; +// ap_uint<256> word = 0; +// rawHgcalClusterEncode(word, sec, c); +// if (hgcalInput_) { +// calo = hgcalInput_->decode(word); +// } else { +// calo.hwPt = l1ct::Scales::makePtFromFloat(c.pt()); +// calo.hwEta = l1ct::Scales::makeGlbEta(c.eta()) - +// sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value +// calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(c.phi())); +// calo.hwEmPt = l1ct::Scales::makePtFromFloat(c.emEt()); +// calo.hwEmID = c.hwEmID(); +// calo.hwSrrTot = l1ct::Scales::makeSrrTot(c.sigmaRR()); +// calo.hwMeanZ = c.absZBarycenter() < 320. ? l1ct::meanz_t(0) : l1ct::Scales::makeMeanZ(c.absZBarycenter()); +// calo.hwHoe = l1ct::Scales::makeHoe(c.hOverE()); +// } +// calo.src = &c; +// sec.obj.push_back(calo); +// } + +// void L1TCorrelatorLayer1Producer::addRawHgcalCluster(l1ct::DetectorSector> &sec, const l1t::PFCluster &c) { +// ap_uint<256> cwrd = 0; +// rawHgcalClusterEncode(cwrd, sec, c); +// sec.obj.push_back(cwrd); +// } + +// FIXME +// void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::DetectorSector &sec, +// const l1t::PFCluster &c) { +// l1ct::EmCaloObjEmu calo; +// // set the endcap-sepcific variables to default value: +// calo.clear(); +// calo.hwPt = l1ct::Scales::makePtFromFloat(c.pt()); +// calo.hwEta = l1ct::Scales::makeGlbEta(c.eta()) - +// sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value +// calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(c.phi())); +// calo.hwPtErr = l1ct::Scales::makePtFromFloat(c.ptError()); +// calo.hwEmID = c.hwEmID(); +// calo.src = &c; +// sec.obj.push_back(calo); +// } template void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const T &p) const { - if (p.srcCluster) { - auto match = clusterRefMap_.find(p.srcCluster); - if (match == clusterRefMap_.end()) { - throw cms::Exception("CorruptData") << "Invalid cluster pointer in PF candidate id " << p.intId() << " pt " - << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); - } - pf.setPFCluster(match->second); - } + if(p.srcCluster) + pf.setCaloPtr(p.srcCluster->constituentsAndFractions()[0].first); + if (p.srcTrack) { auto match = trackRefMap_.find(p.srcTrack); if (match == trackRefMap_.end()) { @@ -887,43 +1108,27 @@ void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const T &p) con } } +// FIXME: this method is not needed anymore template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::PFNeutralObjEmu &p) const { - if (p.srcCluster) { - auto match = clusterRefMap_.find(p.srcCluster); - if (match == clusterRefMap_.end()) { - throw cms::Exception("CorruptData") << "Invalid cluster pointer in PF candidate id " << p.intId() << " pt " - << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); - } - pf.setPFCluster(match->second); - } + if (p.srcCluster) + pf.setCaloPtr(p.srcCluster->constituentsAndFractions()[0].first); } template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::HadCaloObjEmu &p) const { - if (p.src) { - auto match = clusterRefMap_.find(p.src); - if (match == clusterRefMap_.end()) { - throw cms::Exception("CorruptData") << "Invalid cluster pointer in hadcalo candidate pt " << p.floatPt() - << " eta " << p.floatEta() << " phi " << p.floatPhi(); - } - pf.setPFCluster(match->second); - } + if(p.src) + pf.setCaloPtr(p.src->constituentsAndFractions()[0].first); } +// FIXME: this method is not needed anymore template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::EmCaloObjEmu &p) const { - if (p.src) { - auto match = clusterRefMap_.find(p.src); - if (match == clusterRefMap_.end()) { - throw cms::Exception("CorruptData") << "Invalid cluster pointer in emcalo candidate pt " << p.floatPt() - << " eta " << p.floatEta() << " phi " << p.floatPhi(); - } - pf.setPFCluster(match->second); - } + if(p.src) + pf.setCaloPtr(p.src->constituentsAndFractions()[0].first); } template <> diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py index 861e38804d662..6cd70ed24eb03 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py @@ -12,7 +12,8 @@ l1tLayer1Barrel = cms.EDProducer("L1TCorrelatorLayer1Producer", tracks = cms.InputTag('l1tPFTracksFromL1Tracks'), muons = cms.InputTag('l1tSAMuonsGmt','prompt'), - emClusters = cms.VInputTag(cms.InputTag('l1tPFClustersFromL1EGClusters:selected')), + emClusters = cms.VInputTag(cms.InputTag("l1tPhase2L1CaloEGammaEmulator","GCTClusters")), + emGctRawClusters = cms.VInputTag(cms.InputTag("l1tPhase2L1CaloEGammaEmulator","GCTDigitizedClusterToCorrelator")), hadClusters = cms.VInputTag(cms.InputTag('l1tPFClustersFromCombinedCaloHCal:calibrated')), vtxCollection = cms.InputTag("l1tVertexFinderEmulator","L1VerticesEmulation"), nVtx = cms.int32(1), @@ -118,7 +119,14 @@ regions = cms.vuint32(*[3+9*ie+i for ie in range(6) for i in range(3)])), # phi splitting cms.PSet( regions = cms.vuint32(*[6+9*ie+i for ie in range(6) for i in range(3)])), # phi splitting - ) + ), + gctEmCorrector = cms.string("L1Trigger/Phase2L1ParticleFlow/data/emcorr_barrel.root"), + gctEmResol = cms.PSet( + etaBins = cms.vdouble( 0.700, 1.200, 1.600), + offset = cms.vdouble( 0.873, 1.081, 1.563), + scale = cms.vdouble( 0.011, 0.015, 0.012), + kind = cms.string('calo'), + ), ) l1tLayer1BarrelExtended = l1tLayer1Barrel.clone(tracks = cms.InputTag('l1tPFTracksFromL1TracksExtended')) @@ -140,8 +148,9 @@ l1tLayer1HGCal = cms.EDProducer("L1TCorrelatorLayer1Producer", tracks = cms.InputTag('l1tPFTracksFromL1Tracks'), muons = cms.InputTag('l1tSAMuonsGmt','prompt'), - emClusters = cms.VInputTag(cms.InputTag('l1tPFClustersFromHGC3DClusters:egamma')), # used only for E/gamma - hadClusters = cms.VInputTag(cms.InputTag('l1tPFClustersFromHGC3DClusters')), + emClusters = cms.VInputTag(), # the em clusters are "intercepted" from the had ones in the regionizer + emGctRawClusters = cms.VInputTag(), + hadClusters = cms.VInputTag(cms.InputTag("l1tHGCalBackEndLayer2Producer","HGCalBackendLayer2Processor3DClustering")), vtxCollection = cms.InputTag("l1tVertexFinderEmulator","L1VerticesEmulation"), nVtx = cms.int32(1), emPtCut = cms.double(0.5), @@ -270,7 +279,14 @@ cms.PSet( regions = cms.vuint32(range(9, 18))), ), - writeRawHgcalCluster = cms.untracked.bool(True) + gctEmCorrector = cms.string(""), + gctEmResol = cms.PSet( + etaBins = cms.vdouble( 0.700, 1.200, 1.600), + offset = cms.vdouble( 0.873, 1.081, 1.563), + scale = cms.vdouble( 0.011, 0.015, 0.012), + kind = cms.string('calo'), + ), + ) @@ -284,8 +300,9 @@ l1tLayer1HGCalNoTK = cms.EDProducer("L1TCorrelatorLayer1Producer", muons = cms.InputTag('l1tSAMuonsGmt','prompt'), - emClusters = cms.VInputTag(cms.InputTag('l1tPFClustersFromHGC3DClusters:egamma')), # used only for E/gamma - hadClusters = cms.VInputTag(cms.InputTag('l1tPFClustersFromHGC3DClusters')), + emClusters = cms.VInputTag(), + emGctRawClusters = cms.VInputTag(), + hadClusters = cms.VInputTag(cms.InputTag("l1tHGCalBackEndLayer2Producer","HGCalBackendLayer2Processor3DClustering")), vtxCollection = cms.InputTag("l1tVertexFinderEmulator","L1VerticesEmulation"), nVtx = cms.int32(1), emPtCut = cms.double(0.5), @@ -371,7 +388,14 @@ boards = cms.VPSet( cms.PSet(regions = cms.vuint32(range(0,18))), ), - writeRawHgcalCluster = cms.untracked.bool(True) + gctEmCorrector = cms.string(""), + gctEmResol = cms.PSet( + etaBins = cms.vdouble( 0.700, 1.200, 1.600), + offset = cms.vdouble( 0.873, 1.081, 1.563), + scale = cms.vdouble( 0.011, 0.015, 0.012), + kind = cms.string('calo'), + ), + ) l1tLayer1HF = cms.EDProducer("L1TCorrelatorLayer1Producer", @@ -443,6 +467,14 @@ ) ), boards = cms.VPSet(), + gctEmCorrector = cms.string(""), + gctEmResol = cms.PSet( + etaBins = cms.vdouble( 0.700, 1.200, 1.600), + offset = cms.vdouble( 0.873, 1.081, 1.563), + scale = cms.vdouble( 0.011, 0.015, 0.012), + kind = cms.string('calo'), + ), + ) @@ -453,6 +485,7 @@ cms.InputTag("l1tLayer1HGCalNoTK"), cms.InputTag("l1tLayer1HF") ), + ) From 36e86f7d1246927af5e2fdff1d8895c9444d91d8 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Wed, 27 Nov 2024 12:28:19 +0100 Subject: [PATCH 08/22] Initial implementation of HGC cluster encoding/decoding + multiclass ID evaluation --- .../L1TParticleFlow/interface/PFCluster.h | 5 +- .../compositeID_EB_v0.json} | 0 .../compositeID_EE_v0.json} | 0 .../compositeID_EE_v1.json} | 0 .../interface/l1-converters/hgcalinput_ref.h | 53 +- .../plugins/L1TCorrelatorLayer1Producer.cc | 462 ++++++++---------- .../python/l1TkEgAlgoEmulator_cfi.py | 2 +- .../python/l1ctLayer1_cff.py | 50 +- .../src/l1-converters/hgcalinputt_ref.cpp | 175 ++++++- 9 files changed, 440 insertions(+), 307 deletions(-) rename L1Trigger/Phase2L1ParticleFlow/data/{my_prj.json => egamma/compositeID_EB_v0.json} (100%) rename L1Trigger/Phase2L1ParticleFlow/data/{compositeID.json => egamma/compositeID_EE_v0.json} (100%) rename L1Trigger/Phase2L1ParticleFlow/data/{endcap.json => egamma/compositeID_EE_v1.json} (100%) diff --git a/DataFormats/L1TParticleFlow/interface/PFCluster.h b/DataFormats/L1TParticleFlow/interface/PFCluster.h index fa96e24462bee..06d5c421fb3c8 100644 --- a/DataFormats/L1TParticleFlow/interface/PFCluster.h +++ b/DataFormats/L1TParticleFlow/interface/PFCluster.h @@ -33,7 +33,8 @@ namespace l1t { puIdScore_(0), emIdScore_(0), piIdScore_(0), - digiData_(0) { + digiData_(0) // FIXME: is this still needed? Most likely not! + { setPdgId(isEM ? 22 : 130); // photon : non-photon(K0) } PFCluster( @@ -90,7 +91,7 @@ namespace l1t { float piIDScore() const { return piIdScore_; } // Kyungmin - void setRho(float rho) { rho_ = rho; } + void setRho(float rho) { rho_ = rho; } // FIXME: is this still needed? float getRho() const { return rho_; } uint64_t digiWord() const { return digiData_; } diff --git a/L1Trigger/Phase2L1ParticleFlow/data/my_prj.json b/L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EB_v0.json similarity index 100% rename from L1Trigger/Phase2L1ParticleFlow/data/my_prj.json rename to L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EB_v0.json diff --git a/L1Trigger/Phase2L1ParticleFlow/data/compositeID.json b/L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EE_v0.json similarity index 100% rename from L1Trigger/Phase2L1ParticleFlow/data/compositeID.json rename to L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EE_v0.json diff --git a/L1Trigger/Phase2L1ParticleFlow/data/endcap.json b/L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EE_v1.json similarity index 100% rename from L1Trigger/Phase2L1ParticleFlow/data/endcap.json rename to L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EE_v1.json diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h b/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h index c7c82f0b4c8ae..8a8bdf46a6af8 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h @@ -2,6 +2,9 @@ #define L1Trigger_Phase2L1ParticleFlow_newfirmware_hgcalinput_ref_h #include "DataFormats/L1TParticleFlow/interface/layer1_emulator.h" +#include "L1Trigger/Phase2L1ParticleFlow/interface/corrector.h" +// FIXME: move to the correct include +#include "L1Trigger/Phase2L1ParticleFlow/interface/conifer_cpp.h" namespace edm { class ParameterSet; @@ -10,17 +13,59 @@ namespace edm { namespace l1ct { class HgcalClusterDecoderEmulator { - bool slim_; - public: - HgcalClusterDecoderEmulator(bool slim = false) : slim_{slim} {}; + HgcalClusterDecoderEmulator( + const std::string &model, + const std::vector &wp_pt, + const std::vector &wp_PU, + const std::vector &wp_Pi, + const std::vector &wp_EgEm, + const std::vector &wp_PFEm, bool slim = false); HgcalClusterDecoderEmulator(const edm::ParameterSet &pset); + class MultiClassID { + public: + typedef ap_fixed<20, 10> bdt_feature_t; + typedef ap_fixed<20, 6> bdt_score_t; + + MultiClassID(const std::string &model, + const std::vector &wp_pt, + const std::vector &wp_PU, + const std::vector &wp_Pi, + const std::vector &wp_EgEm, + const std::vector &wp_PFEm); + MultiClassID(const edm::ParameterSet &pset); + static edm::ParameterSetDescription getParameterSetDescription(); + + bool evaluate(l1ct::HadCaloObjEmu &cl, const std::vector &input) const; + + void softmax(const float rawScores[3], float scores[3]) const; + + + private: + + std::vector wp_pt_; + std::vector wp_PU_; + std::vector wp_Pi_; + std::vector wp_EgEm_; + std::vector wp_PFEm_; + + conifer::BDT *multiclass_bdt_; + + }; + + ~HgcalClusterDecoderEmulator(); static edm::ParameterSetDescription getParameterSetDescription(); - l1ct::HadCaloObjEmu decode(const ap_uint<256> &in) const; + l1ct::HadCaloObjEmu decode(const l1ct::PFRegionEmu §or, const ap_uint<256> &in, bool &valid) const; + private: + bool slim_; + l1ct::HgcalClusterDecoderEmulator::MultiClassID multiclass_id_; + l1tpf::corrector corrector_; // FIXME: need to work outside of CMSSW as well: emulator version + + }; } // namespace l1ct diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc index 768d715cdb528..a40f51c6e68e1 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc @@ -54,7 +54,6 @@ #include "L1Trigger/Phase2L1ParticleFlow/interface/corrector.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/ParametricResolution.h" - #include //-------------------------------------------------------------------------------------------------- @@ -78,13 +77,9 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { edm::EDGetTokenT muCands_; // standalone muons - // FIXME: do we need to go to L1Candidates? Maybe for now we don't.... - std::vector> emCands_; - std::vector> emGctRawCands_; - - std::vector>> hadCands_; - - + edm::EDGetTokenT emCands_; + edm::EDGetTokenT emGctRawCands_; + edm::EDGetTokenT> hadCands_; float emPtCut_, hadPtCut_; @@ -119,23 +114,25 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { void beginStream(edm::StreamID) override; void endStream() override; void produce(edm::Event &, const edm::EventSetup &) override; - void encodeAndAddHgcalCluster(ap_uint<256>& word, const l1t::L1Candidate &calo, l1ct::DetectorSector> &sec); - void getDecodedGctEmCluster(l1ct::EmCaloObjEmu& calo, + void encodeAndAddHgcalCluster(ap_uint<256> &word, + l1ct::DetectorSector> &sec, + const l1t::L1Candidate &calo) const; + void getDecodedGctEmCluster(l1ct::EmCaloObjEmu &calo, l1ct::DetectorSector &sec, const l1tp2::DigitizedClusterCorrelator &digi) const; - void getDecodedGctPFCluster(l1ct::HadCaloObjEmu& calo, - l1ct::DetectorSector &sec, - const l1t::PFCluster *c) const; + void getDecodedGctPFCluster(l1ct::HadCaloObjEmu &calo, + l1ct::DetectorSector &sec, + const l1t::PFCluster *c) const; void addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, const edm::Handle &caloHandle, unsigned int ic, std::deque &pfClusters, l1ct::DetectorSector &sec); void addDecodedHadCalo(l1ct::HadCaloObjEmu &decCalo, - const edm::Handle> &caloHandle, - unsigned int ic, - std::deque &pfClusters, - l1ct::DetectorSector &sec); + const edm::Handle> &caloHandle, + unsigned int ic, + std::deque &pfClusters, + l1ct::DetectorSector &sec); void addUInt(unsigned int value, std::string iLabel, edm::Event &iEvent); void initSectorsAndRegions(const edm::ParameterSet &iConfig); @@ -146,76 +143,9 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { // add objects in already-decoded format void addDecodedTrack(l1ct::DetectorSector &sec, const l1t::PFTrack &t); void addDecodedMuon(l1ct::DetectorSector &sec, const l1t::SAMuon &t); - // void addDecodedHadCalo(l1ct::DetectorSector &sec, const l1t::PFCluster &t); //FIXME - // void addDecodedEmCalo(l1ct::DetectorSector &sec, const l1t::PFCluster &t); //FIXME - - // void addRawHgcalCluster(l1ct::DetectorSector> &sec, const l1t::PFCluster &c); - - template - void rawHgcalClusterEncode(ap_uint<256> &cwrd, const l1ct::DetectorSector &sec, const l1t::PFCluster &c) const { - cwrd = 0; - ap_ufixed<14, 12, AP_RND_CONV, AP_SAT> w_pt = c.pt(); - ap_uint<14> w_empt = round(c.emEt() / 0.25); - constexpr float ETAPHI_LSB = M_PI / 720; - ap_int<9> w_eta = round(sec.region.localEta(c.eta()) / ETAPHI_LSB); - ap_int<9> w_phi = round(sec.region.localPhi(c.phi()) / ETAPHI_LSB); - ap_uint<10> w_qual = c.hwQual(); - // NOTE: this is an arbitrary choice to keep the rounding consistent with the "addDecodedHadCalo" one - ap_uint<13> w_srrtot = round(c.sigmaRR() * l1ct::Scales::SRRTOT_SCALE / l1ct::Scales::SRRTOT_LSB); - ap_uint<12> w_meanz = round(c.absZBarycenter()); - // NOTE: the calibration can actually make hoe become negative....we add a small protection for now - // We use ap_ufixed to handle saturation and rounding - ap_ufixed<10, 5, AP_RND_CONV, AP_SAT> w_hoe = c.hOverE(); - - cwrd(13, 0) = w_pt.range(); - cwrd(27, 14) = w_empt; - cwrd(72, 64) = w_eta; - cwrd(81, 73) = w_phi; - cwrd(115, 106) = w_qual; - - // FIXME: we add the variables use by composite-ID. The definitin will have to be reviewd once the - // hgc format is better defined. For now we use - // hwMeanZ = word 1 bits 30-19 - // hwSrrTot = word 3 bits 21 - 9 - // hoe = word 1 bits 63-52 (currently spare in the interface) - cwrd(213, 201) = w_srrtot; - cwrd(94, 83) = w_meanz; - cwrd(127, 116) = w_hoe.range(); - } - - void rawHgcalClusterEncode(ap_uint<256> &cwrd, const l1ct::DetectorSector> &sec, const l1t::HGCalMulticluster *c) const { - cwrd = 0; - // FIXME: implement - // ap_ufixed<14, 12, AP_RND_CONV, AP_SAT> w_pt = c.pt(); - // ap_uint<14> w_empt = round(c.emEt() / 0.25); - // constexpr float ETAPHI_LSB = M_PI / 720; - // ap_int<9> w_eta = round(sec.region.localEta(c.eta()) / ETAPHI_LSB); - // ap_int<9> w_phi = round(sec.region.localPhi(c.phi()) / ETAPHI_LSB); - // ap_uint<10> w_qual = c.hwQual(); - // // NOTE: this is an arbitrary choice to keep the rounding consistent with the "addDecodedHadCalo" one - // ap_uint<13> w_srrtot = round(c.sigmaRR() * l1ct::Scales::SRRTOT_SCALE / l1ct::Scales::SRRTOT_LSB); - // ap_uint<12> w_meanz = round(c.absZBarycenter()); - // // NOTE: the calibration can actually make hoe become negative....we add a small protection for now - // // We use ap_ufixed to handle saturation and rounding - // ap_ufixed<10, 5, AP_RND_CONV, AP_SAT> w_hoe = c.hOverE(); - - // cwrd(13, 0) = w_pt.range(); - // cwrd(27, 14) = w_empt; - // cwrd(72, 64) = w_eta; - // cwrd(81, 73) = w_phi; - // cwrd(115, 106) = w_qual; - - // // FIXME: we add the variables use by composite-ID. The definitin will have to be reviewd once the - // // hgc format is better defined. For now we use - // // hwMeanZ = word 1 bits 30-19 - // // hwSrrTot = word 3 bits 21 - 9 - // // hoe = word 1 bits 63-52 (currently spare in the interface) - // cwrd(213, 201) = w_srrtot; - // cwrd(94, 83) = w_meanz; - // cwrd(127, 116) = w_hoe.range(); - } - - + void rawHgcalClusterEncode(ap_uint<256> &cwrd, + const l1ct::DetectorSector> &sec, + const l1t::HGCalMulticluster *c) const; // fetching outputs std::unique_ptr fetchHadCalo() const; @@ -264,6 +194,10 @@ L1TCorrelatorLayer1Producer::L1TCorrelatorLayer1Producer(const edm::ParameterSet : edm::EDGetTokenT()), trkPt_(iConfig.getParameter("trkPtCut")), muCands_(consumes(iConfig.getParameter("muons"))), + emCands_(consumes(iConfig.getParameter("emGctClusters"))), + emGctRawCands_(consumes( + iConfig.getParameter("emGctRawClusters"))), + hadCands_(consumes>(iConfig.getParameter("hadClusters"))), emPtCut_(iConfig.getParameter("emPtCut")), hadPtCut_(iConfig.getParameter("hadPtCut")), regionizer_(nullptr), @@ -289,17 +223,8 @@ L1TCorrelatorLayer1Producer::L1TCorrelatorLayer1Producer(const edm::ParameterSet produces("TKVtx"); #endif produces>("DecodedTK"); - - // FIXME: drop vectors - for (const auto &tag : iConfig.getParameter>("emClusters")) { - emCands_.push_back(consumes(tag)); - } - for (const auto &tag : iConfig.getParameter>("emGctRawClusters")) { - emGctRawCands_.push_back(consumes(tag)); - } - for (const auto &tag : iConfig.getParameter>("hadClusters")) { - hadCands_.push_back(consumes>(tag)); - } + produces("DecodedEmPFClusters"); + produces("DecodedHadPFClusters"); if (hasTracks_) { const std::string &tkInAlgo = iConfig.getParameter("trackInputConversionAlgo"); @@ -422,9 +347,9 @@ void L1TCorrelatorLayer1Producer::fillDescriptions(edm::ConfigurationDescription // Inputs and cuts desc.add("tracks", edm::InputTag("")); desc.add("muons", edm::InputTag("l1tSAMuonsGmt", "prompt")); - desc.add>("emClusters", std::vector()); // FIXME: Gct in name? - desc.add>("emGctRawClusters", std::vector()); - desc.add>("hadClusters", std::vector()); + desc.add("emGctClusters", edm::InputTag("")); + desc.add("emGctRawClusters", edm::InputTag("")); + desc.add("hadClusters", edm::InputTag("")); desc.add("vtxCollection", edm::InputTag("l1tVertexFinderEmulator", "L1VerticesEmulation")); desc.add("vtxCollectionEmulation", true); desc.add("emPtCut", 0.0); @@ -500,7 +425,6 @@ void L1TCorrelatorLayer1Producer::fillDescriptions(edm::ConfigurationDescription gctEmResolPSD.add("kind"); desc.add("gctEmResol", gctEmResolPSD); descriptions.add("l1tCorrelatorLayer1", desc); - } void L1TCorrelatorLayer1Producer::beginStream(edm::StreamID id) { @@ -561,96 +485,93 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe addMuon(mu, l1t::PFCandidate::MuonRef(muons, i)); } // ------ READ CALOS ----- - + // NOTE: we use deque because it guarantees pointer stability upon insertions...there might be better options std::deque emDecodedClusters; - // FIXME: do we still need vectors of input tags? Not in my understanding... - assert(emCands_.size() == emGctRawCands_.size()); - - for (unsigned int iin = 0; iin != emCands_.size(); iin++) { - edm::Handle emClusters; - edm::Handle emRawClusters; - const auto& tag = emCands_[iin]; - const auto& tag_raw = emGctRawCands_[iin]; - iEvent.getByToken(tag, emClusters); - iEvent.getByToken(tag_raw, emRawClusters); - if(emClusters.isValid() && emRawClusters.isValid()) { - const auto &calos = *emClusters; - const auto &rawCalos = *emRawClusters; - assert(calos.size() == rawCalos.size()); - - for (unsigned int ic = 0, nc = calos.size(); ic < nc; ++ic) { - const auto &calo = calos[ic]; - const auto &rawCalo = rawCalos[ic]; - if (debugR_ > 0 && deltaR(calo.eta(), calo.phi(), debugEta_, debugPhi_) > debugR_) - continue; - for(unsigned int isec = 0; isec < event_.decoded.emcalo.size(); isec++) { - auto& sec = event_.decoded.emcalo[isec]; - if (sec.region.contains(calo.eta(), calo.phi())) { - l1ct::EmCaloObjEmu decCalo; - // FIXME: this should be replaced by a call to the unpacker.... - getDecodedGctEmCluster(decCalo, sec, rawCalo); - if (decCalo.floatPt() > hadPtCut_) { - addDecodedEmCalo(decCalo, emClusters, ic, emDecodedClusters, sec); - } + edm::Handle emClusters; + edm::Handle emRawClusters; + iEvent.getByToken(emCands_, emClusters); + iEvent.getByToken(emGctRawCands_, emRawClusters); + if (emClusters.isValid() && emRawClusters.isValid()) { + const auto &calos = *emClusters; + const auto &rawCalos = *emRawClusters; + assert(calos.size() == rawCalos.size()); + + for (unsigned int ic = 0, nc = calos.size(); ic < nc; ++ic) { + const auto &calo = calos[ic]; + const auto &rawCalo = rawCalos[ic]; + if (debugR_ > 0 && deltaR(calo.eta(), calo.phi(), debugEta_, debugPhi_) > debugR_) + continue; + for (unsigned int isec = 0; isec < event_.decoded.emcalo.size(); isec++) { + auto &sec = event_.decoded.emcalo[isec]; + if (sec.region.contains(calo.eta(), calo.phi())) { + l1ct::EmCaloObjEmu decCalo; + // FIXME: this should be replaced by a call to the unpacker.... + getDecodedGctEmCluster(decCalo, sec, rawCalo); + if (decCalo.floatPt() > hadPtCut_) { + addDecodedEmCalo(decCalo, emClusters, ic, emDecodedClusters, sec); } } } } } - + // NOTE: we use deque because it guarantees pointer stability upon insertions...there might be better options std::deque hadDecodedClusters; - for (const auto &tag : hadCands_) { - edm::Handle> caloHandle; - iEvent.getByToken(tag, caloHandle); - if(caloHandle.isValid()) { // In this case we convert the calo-clusters to raw - const auto &calos = *caloHandle; - for (unsigned int ic = 0, nc = calos.size(); ic < nc; ++ic) { - const auto& calo = calos[ic]; - if (debugR_ > 0 && deltaR(calo.eta(), calo.phi(), debugEta_, debugPhi_) > debugR_) - continue; - - for(unsigned int isec = 0; isec < event_.decoded.hadcalo.size(); isec++) { - auto& sec = event_.decoded.hadcalo[isec]; - // 0. get the raw and decoded sectors - if (sec.region.contains(calo.eta(), calo.phi())) { - l1ct::HadCaloObjEmu decCalo; - // 1. Get the raw word - if(hgcalInput_) { // HGCal input - auto& sec_raw = event_.raw.hgcalcluster[isec]; - ap_uint<256> cwrd = 0; - encodeAndAddHgcalCluster(cwrd, calo, sec_raw); - // 2. Crete the decoded object calling the unpacker - decCalo = hgcalInput_->decode(cwrd); - } else { // GCT Inputs & PF - // FIXME: split PF - const l1t::PFCluster *pfcl = dynamic_cast(&calo); - // FIXME: for now we keep using l1t::PFClusters but should move to the GCT emulated collection - // and proper unpacking - // FIXME: this should be replaced by a call to the unpacker.... - getDecodedGctPFCluster(decCalo, sec, pfcl); - } - if (decCalo.floatPt() > hadPtCut_) { - addDecodedHadCalo(decCalo, caloHandle, ic, hadDecodedClusters, sec); - } + edm::Handle> caloHandle; + iEvent.getByToken(hadCands_, caloHandle); + if (caloHandle.isValid()) { // In this case we convert the calo-clusters to raw + const auto &calos = *caloHandle; + for (unsigned int ic = 0, nc = calos.size(); ic < nc; ++ic) { + const auto &calo = calos[ic]; + if (debugR_ > 0 && deltaR(calo.eta(), calo.phi(), debugEta_, debugPhi_) > debugR_) + continue; + + for (unsigned int isec = 0; isec < event_.decoded.hadcalo.size(); isec++) { + auto &sec = event_.decoded.hadcalo[isec]; + // 0. get the raw and decoded sectors + if (sec.region.contains(calo.eta(), calo.phi())) { + l1ct::HadCaloObjEmu decCalo; + bool valid = true; + // Get the raw word + if (hgcalInput_) { // HGCal input + auto &sec_raw = event_.raw.hgcalcluster[isec]; + ap_uint<256> cwrd = 0; + encodeAndAddHgcalCluster(cwrd, sec_raw, calo); + // Crete the decoded object calling the unpacker + // Use the valid flag to reject PU clusters when creating the decoded object + decCalo = hgcalInput_->decode(sec_raw.region, cwrd, valid); + } else { // GCT Inputs & PF + // FIXME: split PF + const l1t::PFCluster *pfcl = dynamic_cast(&calo); + // FIXME: for now we keep using l1t::PFClusters but should move to the GCT emulated collection + // and proper unpacking + // FIXME: this should be replaced by a call to the unpacker.... + getDecodedGctPFCluster(decCalo, sec, pfcl); + } + if (decCalo.floatPt() > hadPtCut_ && valid) { + addDecodedHadCalo(decCalo, caloHandle, ic, hadDecodedClusters, sec); } } } } - } regionizer_->run(event_.decoded, event_.pfinputs); // First, get a copy of the discretized and corrected inputs, and write them out - iEvent.put(fetchEmCalo(), "EmCalo"); - iEvent.put(fetchHadCalo(), "Calo"); + iEvent.put(fetchEmCalo(), "EmCalo"); // FIXME: still needed? now replaced by PFClusters + iEvent.put(fetchHadCalo(), "Calo"); // FIXME: still needed? now replaced by PFClusters iEvent.put(fetchTracks(), "TK"); iEvent.put(fetchDecodedTracks(), "DecodedTK"); + // FIXME: add a flag: writing these out should be optional + // FIXME: add fetch method and solve duplications before writing (can use the index of the ptr to the consituents) + // iEvent.put(std::move(hadDecodedClusters), "DecodedHadPFClusters"); //FIXME: convert to std::unique_ptr + // iEvent.put(std::move(emDecodedClusters), "DecodedEmPFClusters"); //FIXME: convert to std::unique_ptr + // Then do the vertexing, and save it out std::vector z0s; std::vector> ptsums; @@ -773,18 +694,65 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe writer->write(event_); } - // FIXME: add a flag: writing these out should be optional - // FIXME: add fetch method and solve duplications before writing (can use the index of the ptr to the consituents) - // iEvent.put(std::move(hadDecodedClusters), "decodedHadPFClusters"); //FIXME: convert to std::unique_ptr - // iEvent.put(std::move(emDecodedClusters), "decodedEmPFClusters"); //FIXME: convert to std::unique_ptr - - // finally clear the regions event_.clear(); } -// FIXME: fix order of const non const refs... -void L1TCorrelatorLayer1Producer::encodeAndAddHgcalCluster(ap_uint<256>& word, const l1t::L1Candidate &calo, l1ct::DetectorSector> &sec) { +void L1TCorrelatorLayer1Producer::rawHgcalClusterEncode(ap_uint<256> &cwrd, + const l1ct::DetectorSector> &sec, + const l1t::HGCalMulticluster *c) const { + cwrd = 0; + + // implemented as of interface document (version of 15/11/2025) + ap_ufixed<14, 12, AP_RND_CONV, AP_SAT> w_pt = c->pt(); + // FIXME: We use iPt here for now despite it not being consistent with the interface document and the fraction below + ap_ufixed<14, 12, AP_RND_CONV, AP_SAT> w_empt = c->iPt(l1t::HGCalMulticluster::EnergyInterpretation::EM); + // FIXME: this number is not consistent with the iPt interpretation but this is what the multiclass model + // uses in input + ap_uint<8> w_emfrac = round(c->eot() * 256); + + constexpr float ETAPHI_LSB = M_PI / 720; + constexpr float SIGMAZZ_LSB = 778.098 / (1 << 7); + constexpr float SIGMAPHIPHI_LSB = 0.12822 / (1 << 7); + constexpr float SIGMAETAETA_LSB = 0.148922 / (1 << 5); + + ap_uint<10> w_eta = round(fabs(c->eta()) / ETAPHI_LSB); + ap_int<9> w_phi = round(sec.region.localPhi(c->phi()) / ETAPHI_LSB); + // FIXME: we keep subtracting an arbitrary number different from the HLGCal FW one + ap_ufixed<12, 11, AP_RND_CONV, AP_SAT> w_meanz = fabs(c->zBarycenter()) - 320; // LSB = 0.5cm + + ap_uint<6> w_showerlenght = c->showerLength(); + ap_uint<7> w_sigmazz = round(c->sigmaZZ() / SIGMAZZ_LSB); + ap_uint<7> w_sigmaphiphi = round(c->sigmaPhiPhiTot() / SIGMAPHIPHI_LSB); + ap_uint<6> w_coreshowerlenght = c->coreShowerLength(); + ap_uint<5> w_sigmaetaeta = round(c->sigmaEtaEtaTot() / SIGMAETAETA_LSB); + // NOTE: this is an arbitrary choice to keep the rounding consistent with the "addDecodedHadCalo" one + // FIXME: the scaling here is added to the encoded word... + ap_uint<13> w_sigmarrtot = round(c->sigmaRRTot() * l1ct::Scales::SRRTOT_SCALE / l1ct::Scales::SRRTOT_LSB); + + // Word 0 + cwrd(13, 0) = w_pt.range(); // 14 bits: 13-0 + cwrd(27, 14) = w_empt.range(); // 14 bits: 27-14 + cwrd(39, 32) = w_emfrac; // 8 bits: 39-32 + // Word 1 + cwrd(64 + 9, 64 + 0) = w_eta; // 10 bits: 9-0 + cwrd(64 + 18, 64 + 10) = w_phi; // 9 bits: 18-10 + cwrd(64 + 30, 64 + 19) = w_meanz.range(); // 12 bits: 30-19 + // Word 2 + cwrd(128 + 18, 128 + 13) = w_showerlenght; // 6 bits: 18-13 + cwrd(128 + 38, 128 + 32) = w_sigmazz; // 7 bits: 38-32 + cwrd(128 + 45, 128 + 39) = w_sigmaphiphi; // 7 bits: 45-39 + cwrd(128 + 51, 128 + 46) = w_coreshowerlenght; // 6 bits: 51-46 + cwrd(128 + 56, 128 + 52) = w_sigmaetaeta; // 5 bits: 56-52 + + // cwrd(128+63, 128+57) = w_sigmarrtot; // 7 bits: 63-57 // FIXME: use word3 spare bits + // Word 3 + cwrd(213, 201) = w_sigmarrtot; // these are spare bits for now +} + +void L1TCorrelatorLayer1Producer::encodeAndAddHgcalCluster(ap_uint<256> &word, + l1ct::DetectorSector> &sec, + const l1t::L1Candidate &calo) const { const l1t::HGCalMulticluster *hgcalCluster = dynamic_cast(&calo); if (hgcalCluster) rawHgcalClusterEncode(word, sec, hgcalCluster); @@ -793,45 +761,42 @@ void L1TCorrelatorLayer1Producer::encodeAndAddHgcalCluster(ap_uint<256>& word, c sec.obj.push_back(word); } - // FIXME: besides the specific "cluster shape variables" this function and the had one could be merged via templates // we will see after the new implementation is complete: it all depends on the decision about PFClusters. // do we need to specialize them for barrel& endcap or we can just add all variables to the same class? void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, - const edm::Handle &caloHandle, - unsigned int ic, - std::deque &pfClusters, - l1ct::DetectorSector &sec) { - // 3. Crete the PFCluster and add the original object as Consitutent - l1t::PFCluster pfCl(decCalo.floatPt(), - decCalo.floatEta(), // FIXME: global - decCalo.floatPhi(), // FIXME: global - decCalo.floatHoe(), - true); // FIXME: is this used? - // Add additional variables specialized for GCT and HGCal clusters - pfCl.setSigmaRR(decCalo.floatSrrTot()); - pfCl.setAbsZBarycenter(decCalo.floatMeanZ()); - pfCl.addConstituent(edm::Ptr(caloHandle, ic)); - - pfClusters.push_back(pfCl); - decCalo.src = &(pfClusters.back()); - // 4. Add the the Ref to the PF Cluster to the Decoded object - sec.obj.push_back(decCalo); // ref before put -} - + const edm::Handle &caloHandle, + unsigned int ic, + std::deque &pfClusters, + l1ct::DetectorSector &sec) { + // Crete the PFCluster and add the original object as Consitutent + l1t::PFCluster pfCl(decCalo.floatPt(), + sec.region.floatGlbEta(decCalo.hwEta), + sec.region.floatGlbPhi(decCalo.hwPhi), + decCalo.floatHoe(), + true); // FIXME: is this used? + // Add additional variables specialized for GCT and HGCal clusters + pfCl.setSigmaRR(decCalo.floatSrrTot()); + pfCl.setAbsZBarycenter(decCalo.floatMeanZ()); + pfCl.addConstituent(edm::Ptr(caloHandle, ic)); + pfClusters.push_back(pfCl); + decCalo.src = &(pfClusters.back()); + // Add the the Ref to the PF Cluster to the Decoded object + sec.obj.push_back(decCalo); // ref before put +} void L1TCorrelatorLayer1Producer::addDecodedHadCalo(l1ct::HadCaloObjEmu &decCalo, - const edm::Handle> &caloHandle, - unsigned int ic, - std::deque &pfClusters, - l1ct::DetectorSector &sec) { - // 3. Crete the PFCluster and add the original object as Consitutent + const edm::Handle> &caloHandle, + unsigned int ic, + std::deque &pfClusters, + l1ct::DetectorSector &sec) { + // Crete the PFCluster and add the original object as Consitutent l1t::PFCluster pfCl(decCalo.floatPt(), - decCalo.floatEta(), // FIXME: global - decCalo.floatPhi(), // FIXME: global - decCalo.floatHoe(), - decCalo.hwIsEM()); // FIXME: do we store local or global coord? + sec.region.floatGlbEta(decCalo.hwEta), + sec.region.floatGlbPhi(decCalo.hwPhi), + decCalo.floatHoe(), + decCalo.hwIsEM()); // Add additional variables specialized for GCT and HGCal clusters pfCl.setSigmaRR(decCalo.floatSrrTot()); pfCl.setAbsZBarycenter(decCalo.floatMeanZ()); @@ -839,7 +804,7 @@ void L1TCorrelatorLayer1Producer::addDecodedHadCalo(l1ct::HadCaloObjEmu &decCalo pfClusters.push_back(pfCl); decCalo.src = &(pfClusters.back()); - // 4. Add the the Ref to the PF Cluster to the Decoded object + // Add the the Ref to the PF Cluster to the Decoded object sec.obj.push_back(decCalo); // ref before put } @@ -1002,12 +967,11 @@ void L1TCorrelatorLayer1Producer::addDecodedMuon(l1ct::DetectorSector &sec, - const l1tp2::DigitizedClusterCorrelator &digi) const { - + const l1tp2::DigitizedClusterCorrelator &digi) const { calo.clear(); - calo.hwPt = l1ct::Scales::makePtFromFloat(digi.pt()*digi.ptLSB()); + calo.hwPt = l1ct::Scales::makePtFromFloat(digi.pt() * digi.ptLSB()); calo.hwEta = l1ct::Scales::makeGlbEta(digi.realEta()) - sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(digi.realPhi())); @@ -1018,76 +982,32 @@ void L1TCorrelatorLayer1Producer::getDecodedGctEmCluster(l1ct::EmCaloObjEmu& cal } calo.hwPtErr = l1ct::Scales::makePtFromFloat(resol_(calo.floatPt(), std::abs(sec.region.floatGlbEta(calo.hwEta)))); - // hwQual definition: + // hwQual definition: // bit 0: standaloneWP: is_iso && is_ss // bit 1: looseL1TkMatchWP: is_looseTkiso && is_looseTkss - // bit 2: photonWP: - calo.hwEmID = (digi.passes_iso() & digi.passes_ss()) | ((digi.passes_looseTkiso() & digi.passes_looseTkss()) << 1) | (false << 2); -} + // bit 2: photonWP: + calo.hwEmID = (digi.passes_iso() & digi.passes_ss()) | ((digi.passes_looseTkiso() & digi.passes_looseTkss()) << 1) | + (false << 2); +} -void L1TCorrelatorLayer1Producer::getDecodedGctPFCluster(l1ct::HadCaloObjEmu& calo, - l1ct::DetectorSector &sec, - const l1t::PFCluster *c) const { +void L1TCorrelatorLayer1Producer::getDecodedGctPFCluster(l1ct::HadCaloObjEmu &calo, + l1ct::DetectorSector &sec, + const l1t::PFCluster *c) const { calo.clear(); calo.hwPt = l1ct::Scales::makePtFromFloat(c->pt()); calo.hwEta = l1ct::Scales::makeGlbEta(c->eta()) - - sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value + sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(c->phi())); calo.hwEmPt = l1ct::Scales::makePtFromFloat(c->emEt()); calo.hwEmID = c->hwEmID(); calo.hwSrrTot = l1ct::Scales::makeSrrTot(c->sigmaRR()); calo.hwMeanZ = c->absZBarycenter() < 320. ? l1ct::meanz_t(0) : l1ct::Scales::makeMeanZ(c->absZBarycenter()); calo.hwHoe = l1ct::Scales::makeHoe(c->hOverE()); -} - -// FIXME -// void L1TCorrelatorLayer1Producer::addDecodedHadCalo(l1ct::DetectorSector &sec, -// const l1t::PFCluster &c) { -// l1ct::HadCaloObjEmu calo; -// ap_uint<256> word = 0; -// rawHgcalClusterEncode(word, sec, c); -// if (hgcalInput_) { -// calo = hgcalInput_->decode(word); -// } else { -// calo.hwPt = l1ct::Scales::makePtFromFloat(c.pt()); -// calo.hwEta = l1ct::Scales::makeGlbEta(c.eta()) - -// sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value -// calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(c.phi())); -// calo.hwEmPt = l1ct::Scales::makePtFromFloat(c.emEt()); -// calo.hwEmID = c.hwEmID(); -// calo.hwSrrTot = l1ct::Scales::makeSrrTot(c.sigmaRR()); -// calo.hwMeanZ = c.absZBarycenter() < 320. ? l1ct::meanz_t(0) : l1ct::Scales::makeMeanZ(c.absZBarycenter()); -// calo.hwHoe = l1ct::Scales::makeHoe(c.hOverE()); -// } -// calo.src = &c; -// sec.obj.push_back(calo); -// } - -// void L1TCorrelatorLayer1Producer::addRawHgcalCluster(l1ct::DetectorSector> &sec, const l1t::PFCluster &c) { -// ap_uint<256> cwrd = 0; -// rawHgcalClusterEncode(cwrd, sec, c); -// sec.obj.push_back(cwrd); -// } - -// FIXME -// void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::DetectorSector &sec, -// const l1t::PFCluster &c) { -// l1ct::EmCaloObjEmu calo; -// // set the endcap-sepcific variables to default value: -// calo.clear(); -// calo.hwPt = l1ct::Scales::makePtFromFloat(c.pt()); -// calo.hwEta = l1ct::Scales::makeGlbEta(c.eta()) - -// sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value -// calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(c.phi())); -// calo.hwPtErr = l1ct::Scales::makePtFromFloat(c.ptError()); -// calo.hwEmID = c.hwEmID(); -// calo.src = &c; -// sec.obj.push_back(calo); -// } +} template void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const T &p) const { - if(p.srcCluster) + if (p.srcCluster) pf.setCaloPtr(p.srcCluster->constituentsAndFractions()[0].first); if (p.srcTrack) { @@ -1108,7 +1028,6 @@ void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const T &p) con } } -// FIXME: this method is not needed anymore template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::PFNeutralObjEmu &p) const { @@ -1116,10 +1035,11 @@ void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandida pf.setCaloPtr(p.srcCluster->constituentsAndFractions()[0].first); } +// FIXME: this method is not needed anymore template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::HadCaloObjEmu &p) const { - if(p.src) + if (p.src) pf.setCaloPtr(p.src->constituentsAndFractions()[0].first); } @@ -1127,7 +1047,7 @@ void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::EmCaloObjEmu &p) const { - if(p.src) + if (p.src) pf.setCaloPtr(p.src->constituentsAndFractions()[0].first); } diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1TkEgAlgoEmulator_cfi.py b/L1Trigger/Phase2L1ParticleFlow/python/l1TkEgAlgoEmulator_cfi.py index fef1ad790eeaf..dceef41dbb08b 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1TkEgAlgoEmulator_cfi.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1TkEgAlgoEmulator_cfi.py @@ -54,7 +54,7 @@ # the working points are cuts on BDT output logits [log(p/1-p)]/4 (range -1 to 1 to match the FW dataformat) loose_wp=cms.double(-0.181641), tight_wp=cms.double(0.0527344), - model=cms.string("L1Trigger/Phase2L1ParticleFlow/data/compositeID.json") + model=cms.string("L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EE_v0.json") ), ) diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py index 6cd70ed24eb03..edcd7add3374d 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py @@ -12,9 +12,9 @@ l1tLayer1Barrel = cms.EDProducer("L1TCorrelatorLayer1Producer", tracks = cms.InputTag('l1tPFTracksFromL1Tracks'), muons = cms.InputTag('l1tSAMuonsGmt','prompt'), - emClusters = cms.VInputTag(cms.InputTag("l1tPhase2L1CaloEGammaEmulator","GCTClusters")), - emGctRawClusters = cms.VInputTag(cms.InputTag("l1tPhase2L1CaloEGammaEmulator","GCTDigitizedClusterToCorrelator")), - hadClusters = cms.VInputTag(cms.InputTag('l1tPFClustersFromCombinedCaloHCal:calibrated')), + emGctClusters = cms.InputTag("l1tPhase2L1CaloEGammaEmulator","GCTClusters"), + emGctRawClusters = cms.InputTag("l1tPhase2L1CaloEGammaEmulator","GCTDigitizedClusterToCorrelator"), + hadClusters = cms.InputTag('l1tPFClustersFromCombinedCaloHCal:calibrated'), vtxCollection = cms.InputTag("l1tVertexFinderEmulator","L1VerticesEmulation"), nVtx = cms.int32(1), emPtCut = cms.double(0.5), @@ -91,7 +91,7 @@ algorithm = 2, trkQualityPtMin = 0., compositeParametersTkEle = cms.PSet( - model=cms.string("L1Trigger/Phase2L1ParticleFlow/data/my_prj.json"), + model=cms.string("L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EB_v0.json"), loose_wp=cms.double(-9999), tight_wp=cms.double(0.0527344), ) @@ -148,9 +148,9 @@ l1tLayer1HGCal = cms.EDProducer("L1TCorrelatorLayer1Producer", tracks = cms.InputTag('l1tPFTracksFromL1Tracks'), muons = cms.InputTag('l1tSAMuonsGmt','prompt'), - emClusters = cms.VInputTag(), # the em clusters are "intercepted" from the had ones in the regionizer - emGctRawClusters = cms.VInputTag(), - hadClusters = cms.VInputTag(cms.InputTag("l1tHGCalBackEndLayer2Producer","HGCalBackendLayer2Processor3DClustering")), + emGctClusters = cms.InputTag(""), # the em clusters are "intercepted" from the had ones in the regionizer + emGctRawClusters = cms.InputTag(""), + hadClusters = cms.InputTag("l1tHGCalBackEndLayer2Producer","HGCalBackendLayer2Processor3DClustering"), vtxCollection = cms.InputTag("l1tVertexFinderEmulator","L1VerticesEmulation"), nVtx = cms.int32(1), emPtCut = cms.double(0.5), @@ -180,6 +180,19 @@ ), muonInputConversionAlgo = cms.string("Emulator"), hgcalInputConversionAlgo = cms.string("Emulator"), + hgcalInputConversionParameters = cms.PSet( + slim = cms.bool(False), + multiclass_id = cms.PSet( + model = cms.string("L1Trigger/Phase2L1ParticleFlow/data/multiclassID/multiclass_EE.json"), + wp_pt = cms.vdouble(20), + wp_PU = cms.vdouble(0.38534376, 0.33586645), + wp_Pi = cms.vdouble(0.22037095, 0.08385937), + wp_EgEm = cms.vdouble(0.13564333, 0.36078927), + wp_PFEm = cms.vdouble(0.13564333, 0.36078927), + ), + corrector = cms.string("L1Trigger/Phase2L1ParticleFlow/data/hadcorr_HGCal3D_TC.root"), + correctorEmfMax = cms.double(1.125), + ), regionizerAlgo = cms.string("Multififo"), regionizerAlgoParameters = cms.PSet( useAlsoVtxCoords = cms.bool(True), @@ -254,7 +267,7 @@ # # the working points are cuts on BDT output logits [log(p/1-p)]/4 (range -1 to 1 to match the FW dataformat) # loose_wp=cms.double(-9999), # tight_wp=cms.double(0.0527344), - # model=cms.string("L1Trigger/Phase2L1ParticleFlow/data/endcap.json") + # model=cms.string("L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EE_v1.json") # ), ), # This should be 10 GeV when doCompositeTkEle = False tkEgSorterAlgo = cms.string("Endcap"), @@ -300,9 +313,9 @@ l1tLayer1HGCalNoTK = cms.EDProducer("L1TCorrelatorLayer1Producer", muons = cms.InputTag('l1tSAMuonsGmt','prompt'), - emClusters = cms.VInputTag(), - emGctRawClusters = cms.VInputTag(), - hadClusters = cms.VInputTag(cms.InputTag("l1tHGCalBackEndLayer2Producer","HGCalBackendLayer2Processor3DClustering")), + emGctClusters = cms.InputTag(""), + emGctRawClusters = cms.InputTag(""), + hadClusters = cms.InputTag("l1tHGCalBackEndLayer2Producer","HGCalBackendLayer2Processor3DClustering"), vtxCollection = cms.InputTag("l1tVertexFinderEmulator","L1VerticesEmulation"), nVtx = cms.int32(1), emPtCut = cms.double(0.5), @@ -311,7 +324,18 @@ muonInputConversionAlgo = cms.string("Emulator"), hgcalInputConversionAlgo = cms.string("Emulator"), hgcalInputConversionParameters = cms.PSet( - slim = cms.bool(True) + slim = cms.bool(True), + multiclass_id = cms.PSet( + model = cms.string("L1Trigger/Phase2L1ParticleFlow/data/multiclassID/multiclass_EE.json"), + wp_pt = cms.vdouble(20), + wp_PU = cms.vdouble(0.38534376, 0.33586645), + wp_Pi = cms.vdouble(0.22037095, 0.08385937), + wp_EgEm = cms.vdouble(0.13564333, 0.36078927), + wp_PFEm = cms.vdouble(0.13564333, 0.36078927), + ), + corrector = cms.string("L1Trigger/Phase2L1ParticleFlow/data/hadcorr_HGCal3D_TC.root"), + correctorEmfMax = cms.double(1.125), + ), regionizerAlgo = cms.string("Multififo"), regionizerAlgoParameters = cms.PSet( @@ -400,7 +424,7 @@ l1tLayer1HF = cms.EDProducer("L1TCorrelatorLayer1Producer", muons = cms.InputTag('l1tSAMuonsGmt','prompt'), - hadClusters = cms.VInputTag(cms.InputTag('l1tPFClustersFromCombinedCaloHF:calibrated')), + hadClusters = cms.InputTag('l1tPFClustersFromCombinedCaloHF:calibrated'), vtxCollection = cms.InputTag("l1tVertexFinderEmulator","L1VerticesEmulation"), nVtx = cms.int32(1), emPtCut = cms.double(0.5), diff --git a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp index 7cd2aeb8ef9c0..af4e1fe14881d 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp @@ -5,40 +5,183 @@ #include "FWCore/ParameterSet/interface/ParameterSetDescription.h" l1ct::HgcalClusterDecoderEmulator::HgcalClusterDecoderEmulator(const edm::ParameterSet &pset) - : slim_(pset.getParameter("slim")) {} + : slim_(pset.getParameter("slim")), + multiclass_id_(pset.getParameterSet("multiclass_id")), + corrector_(pset.getParameter("corrector"), pset.getParameter("correctorEmfMax")) {} edm::ParameterSetDescription l1ct::HgcalClusterDecoderEmulator::getParameterSetDescription() { edm::ParameterSetDescription description; description.add("slim", false); + description.add("corrector", ""); + description.add("correctorEmfMax", -1); + description.add("multiclass_id", MultiClassID::getParameterSetDescription()); return description; } + +l1ct::HgcalClusterDecoderEmulator::MultiClassID::MultiClassID(const edm::ParameterSet &pset) + : l1ct::HgcalClusterDecoderEmulator::MultiClassID::MultiClassID(pset.getParameter("model"), + pset.getParameter>("wp_pt"), + pset.getParameter>("wp_PU"), + pset.getParameter>("wp_Pi"), + pset.getParameter>("wp_EgEm"), + pset.getParameter>("wp_PFEm")) { +} + +edm::ParameterSetDescription l1ct::HgcalClusterDecoderEmulator::MultiClassID::getParameterSetDescription() { + edm::ParameterSetDescription description; + description.add("model"); + description.add>("wp_pt"); + description.add>("wp_PU"); + description.add>("wp_Pi"); + description.add>("wp_EgEm"); + description.add>("wp_PFEm"); + return description; +} + #endif +l1ct::HgcalClusterDecoderEmulator::HgcalClusterDecoderEmulator(const std::string &model, + const std::vector &wp_pt, + const std::vector &wp_PU, + const std::vector &wp_Pi, + const std::vector &wp_EgEm, + const std::vector &wp_PFEm, + bool slim) + : slim_{slim}, multiclass_id_(model, wp_pt, wp_PU, wp_Pi, wp_EgEm, wp_PFEm) {} // FIXME: need to construct corrector parametrizations + l1ct::HgcalClusterDecoderEmulator::~HgcalClusterDecoderEmulator() {} -l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const ap_uint<256> &in) const { - ap_uint<14> w_pt = in(13, 0); - ap_uint<14> w_empt = in(27, 14); - ap_int<9> w_eta = in(72, 64); - ap_int<9> w_phi = in(81, 73); - ap_uint<10> w_qual = in(115, 106); - ap_uint<13> w_srrtot = in(213, 201); - ap_uint<12> w_meanz = in(94, 83); - // FIXME: we use a spare space in the word for hoe which is not in the current interface - ap_uint<12> w_hoe = in(127, 116); +l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegionEmu §or, + const ap_uint<256> &in, + bool &valid) const { + + constexpr float ETAPHI_LSB = M_PI / 720; + constexpr float SIGMAZZ_LSB = 778.098 / (1 << 7); + constexpr float SIGMAPHIPHI_LSB = 0.12822 / (1 << 7); + constexpr float SIGMAETAETA_LSB = 0.148922 / (1 << 5); + + // Word 0 + ap_uint<14> w_pt = in(13, 0); // 14 bits: 13-0 + ap_uint<14> w_empt = in(27, 14); // 14 bits: 27-14 + ap_uint<4> w_gctqual = in(31, 28); // 4 bits: 31-28 + ap_uint<8> w_emf = in(39, 32); // 8 bits: 39-32 + + // Word 1 + ap_uint<10> w_abseta = in(64 + 9, 64 + 0); // 10 bits: 9-0 + ap_int<9> w_phi = in(64 + 18, 64 + 10); // 9 bits: 18-10 + ap_uint<12> w_meanz = in(64 + 30, 64 + 19); // 12 bits: 30-19 + + // Word 2 + ap_uint<6> w_showerlenght = in(128 + 18, 128 + 13); // 6 bits: 18-13 + ap_uint<7> w_sigmazz = in(128 + 38, 128 + 32); // 7 bits: 38-32 + ap_uint<7> w_sigmaphiphi = in(128 + 45, 128 + 39); // 7 bits: 45-39 + ap_uint<6> w_coreshowerlenght = in(128 + 51, 128 + 46); // 6 bits: 51-46 + ap_uint<5> w_sigmaetaeta = in(128 + 56, 128 + 52); // 5 bits: 56-52 + + // Word 3 + ap_uint<13> w_sigmarrtot = in(213, 201); // 13 bits: 213-201 // FIXME: use word3 spare bits + + // Conversion to local (input sector) coordinates + ap_int<9> w_eta = l1ct::glbeta_t(w_abseta.to_int() * (sector.floatEtaCenter() > 0 ? +1 : -1)) - sector.hwEtaCenter; + // if (sector.floatEtaCenter() > 0) + // w_phi = -w_phi; + l1ct::HadCaloObjEmu out; out.clear(); + if (w_pt == 0) + return out; + // if (w_pt == 0 || w_phi > sector.hwPhiHalfWidth || w_phi <= -sector.hwPhiHalfWidth) + // return out; out.hwPt = w_pt * l1ct::pt_t(l1ct::Scales::INTPT_LSB); out.hwEta = w_eta; out.hwPhi = w_phi; // relative to the region center, at calo out.hwEmPt = w_empt * l1ct::pt_t(l1ct::Scales::INTPT_LSB); - out.hwEmID = w_qual; + if (!slim_) { - out.hwSrrTot = w_srrtot * l1ct::srrtot_t(l1ct::Scales::SRRTOT_LSB); - out.hwMeanZ = - (w_meanz == 0) ? l1ct::meanz_t(0) : l1ct::meanz_t(w_meanz - l1ct::meanz_t(l1ct::Scales::MEANZ_OFFSET)); - out.hwHoe = w_hoe * l1ct::hoe_t(l1ct::Scales::HOE_LSB); + // FIXME: the scaling here is added to the encoded word. + out.hwSrrTot = w_sigmarrtot * l1ct::srrtot_t(l1ct::Scales::SRRTOT_LSB); + // We just downscale precision and round to the nearest integer + out.hwMeanZ = l1ct::meanz_t(std::min(w_meanz.to_int() + 4, (1 << 12) - 1) >> 3); + // Compute an H/E value: 1/emf - 1 as needed by Composite ID // FIXME: could drop once we move the model to the fraction + ap_ufixed<10, 5, AP_RND_CONV, AP_SAT> w_hoe = 256.0 / (w_emf.to_int() + 0.5) - 1; + out.hwHoe = w_hoe; + } + + std::vector inputs = { + w_showerlenght, + w_coreshowerlenght, + w_emf / 256, + w_abseta * ETAPHI_LSB, + w_meanz * 0.5, // We use the full resolution here + w_sigmaetaeta * SIGMAETAETA_LSB, + w_sigmaphiphi * SIGMAPHIPHI_LSB, + w_sigmazz * SIGMAZZ_LSB + }; + + // evaluate multiclass model + valid = multiclass_id_.evaluate(out, inputs); + + + // Calibrate pt and set error + if (corrector_.valid()) { + float newpt = corrector_.correctedPt(out.floatPt(), out.floatEmPt(), sector.floatGlbEta(out.hwEta)); + out.hwPt = l1ct::Scales::makePtFromFloat(newpt); } + return out; } + +l1ct::HgcalClusterDecoderEmulator::MultiClassID::MultiClassID(const std::string &model, + const std::vector &wp_pt, + const std::vector &wp_PU, + const std::vector &wp_Pi, + const std::vector &wp_EgEm, + const std::vector &wp_PFEm) + : wp_pt_(wp_pt), wp_PU_(wp_PU), wp_Pi_(wp_Pi), wp_EgEm_(wp_EgEm), wp_PFEm_(wp_PFEm) { +#ifdef CMSSW_GIT_HASH + auto resolvedFileName = edm::FileInPath(model).fullPath(); +#else + auto resolvedFileName = model; +#endif + multiclass_bdt_ = new conifer::BDT(resolvedFileName); +} + + +bool l1ct::HgcalClusterDecoderEmulator::MultiClassID::evaluate(l1ct::HadCaloObjEmu &cl, + const std::vector &inputs) const { + auto bdt_score = multiclass_bdt_->decision_function(inputs); //0 is pu, 1 is pi, 2 is eg + float raw_scores[3] = {bdt_score[0], bdt_score[1], bdt_score[2]}; + float sm_scores[3]; + softmax(raw_scores, sm_scores); + + unsigned int pt_bin = 0; + for (size_t i = wp_pt_.size() - 1; i > 0; --i) { + if (cl.hwPt >= + wp_pt_[i]) { // FIXME: we use the cluster pt to determine the bin before changes due to EM interpretation? + pt_bin = i + 1; + break; + } + } + bool passPu = (sm_scores[0] >= wp_PU_[pt_bin]); + bool passPi = (sm_scores[1] >= wp_Pi_[pt_bin]); // FIXME: where do we store this? + bool passEgEm = (sm_scores[2] >= wp_EgEm_[pt_bin]); + bool passPFEm = (sm_scores[2] >= wp_PFEm_[pt_bin]); + + // bit 0: PF EM ID + // bit 1: EG EM ID + // bit 2: EG Loose ID + cl.hwEmID = passPFEm | (passEgEm << 1) | (passEgEm << 2); // FIXME: for now loose eg WP == tight WP? + + // FIXME: add the scores to the HadCaloObjEmu + return !passPu; +} + +void l1ct::HgcalClusterDecoderEmulator::MultiClassID::softmax(const float rawScores[3], float scores[3]) const { + // softmax (for now, let's compute the softmax in this code; this needs to be changed to implement on firmware) + // Softmax implemented in conifer (standalone) is to be integrated here soon; for now, just do "offline" softmax :( + float denom = exp(rawScores[0]) + exp(rawScores[1]) + exp(rawScores[2]); + scores[0] = exp(rawScores[0]) / denom; + scores[1] = exp(rawScores[1]) / denom; + scores[2] = exp(rawScores[2]) / denom; +} From 266b84127dafe65c5947051d5af26f8a5774195c Mon Sep 17 00:00:00 2001 From: Gianluca Date: Mon, 9 Dec 2024 16:12:06 +0100 Subject: [PATCH 09/22] Move emulator objects sources to L1Candidate + code format --- .../interface/layer1_emulator.h | 18 +- .../plugins/L1TCorrelatorLayer1Producer.cc | 241 +++++++++++----- .../src/egamma/pftkegalgo_ref.cpp | 260 +++++++++--------- 3 files changed, 312 insertions(+), 207 deletions(-) diff --git a/DataFormats/L1TParticleFlow/interface/layer1_emulator.h b/DataFormats/L1TParticleFlow/interface/layer1_emulator.h index a620edef6d3a3..22fae8c57df05 100644 --- a/DataFormats/L1TParticleFlow/interface/layer1_emulator.h +++ b/DataFormats/L1TParticleFlow/interface/layer1_emulator.h @@ -11,15 +11,15 @@ namespace l1t { class PFTrack; - class PFCluster; class PFCandidate; + class L1Candidate; class SAMuon; } // namespace l1t namespace l1ct { struct HadCaloObjEmu : public HadCaloObj { - const l1t::PFCluster *src = nullptr; + const l1t::L1Candidate *src = nullptr; bool read(std::fstream &from); bool write(std::fstream &to) const; void clear() { @@ -29,7 +29,7 @@ namespace l1ct { }; struct EmCaloObjEmu : public EmCaloObj { - const l1t::PFCluster *src = nullptr; + const l1t::L1Candidate *src = nullptr; bool read(std::fstream &from); bool write(std::fstream &to) const; void clear() { @@ -69,7 +69,7 @@ namespace l1ct { }; struct PFChargedObjEmu : public PFChargedObj { - const l1t::PFCluster *srcCluster = nullptr; + const l1t::L1Candidate *srcCluster = nullptr; const l1t::PFTrack *srcTrack = nullptr; const l1t::SAMuon *srcMu = nullptr; const l1t::PFCandidate *srcCand = nullptr; @@ -85,7 +85,7 @@ namespace l1ct { }; struct PFNeutralObjEmu : public PFNeutralObj { - const l1t::PFCluster *srcCluster = nullptr; + const l1t::L1Candidate *srcCluster = nullptr; const l1t::PFCandidate *srcCand = nullptr; bool read(std::fstream &from); bool write(std::fstream &to) const; @@ -112,7 +112,7 @@ namespace l1ct { }; struct PuppiObjEmu : public PuppiObj { - const l1t::PFCluster *srcCluster = nullptr; + const l1t::L1Candidate *srcCluster = nullptr; const l1t::PFTrack *srcTrack = nullptr; const l1t::SAMuon *srcMu = nullptr; const l1t::PFCandidate *srcCand = nullptr; @@ -149,7 +149,7 @@ namespace l1ct { }; struct EGObjEmu : public EGIsoObj { - const l1t::PFCluster *srcCluster = nullptr; + const l1t::L1Candidate *srcCluster = nullptr; void clear() { srcCluster = nullptr; EGIsoObj::clear(); @@ -157,7 +157,7 @@ namespace l1ct { }; struct EGIsoObjEmu : public EGIsoObj { - const l1t::PFCluster *srcCluster; + const l1t::L1Candidate *srcCluster; // NOTE: we use an index to the persistable RefPtr when we reshuffle collections // this way we avoid complex object in the object interface which needs to be used in standalone programs @@ -193,7 +193,7 @@ namespace l1ct { }; struct EGIsoEleObjEmu : public EGIsoEleObj { - const l1t::PFCluster *srcCluster = nullptr; + const l1t::L1Candidate *srcCluster = nullptr; const l1t::PFTrack *srcTrack = nullptr; // NOTE: we use an index to the persistable RefPtr when we reshuffle collections diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc index a40f51c6e68e1..bff258b45291c 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc @@ -103,6 +103,7 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { float debugEta_, debugPhi_, debugR_; // these are used to link items back + std::unordered_map> clusterRefMap_; std::unordered_map trackRefMap_; std::unordered_map muonRefMap_; @@ -126,13 +127,22 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { void addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, const edm::Handle &caloHandle, unsigned int ic, - std::deque &pfClusters, l1ct::DetectorSector &sec); + // FIXME: could be templated? maybe not after adding specific variables for Gct and HGCal clusters + void getEmPFCluster(const l1ct::EmCaloObjEmu &decCalo, + const l1ct::PFRegionEmu ®ion, + std::unique_ptr &pfClusters) const; + void addDecodedHadCalo(l1ct::HadCaloObjEmu &decCalo, const edm::Handle> &caloHandle, unsigned int ic, - std::deque &pfClusters, l1ct::DetectorSector &sec); + + // FIXME: could be templated? maybe not after adding specific variables for Gct and HGCal clusters + void getHadPFCluster(const l1ct::HadCaloObjEmu &decCalo, + const l1ct::PFRegionEmu ®ion, + std::unique_ptr &pfClusters) const; + void addUInt(unsigned int value, std::string iLabel, edm::Event &iEvent); void initSectorsAndRegions(const edm::ParameterSet &iConfig); @@ -152,7 +162,9 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { std::unique_ptr fetchEmCalo() const; std::unique_ptr fetchTracks() const; std::unique_ptr fetchPF() const; - std::unique_ptr> fetchDecodedTracks() const; + std::unique_ptr fetchDecodedHadCalo() const; + std::unique_ptr fetchDecodedEmCalo() const; + std::unique_ptr fetchDecodedTracks() const; void putPuppi(edm::Event &iEvent) const; void putEgStaObjects(edm::Event &iEvent, const std::string &egLablel) const; @@ -165,6 +177,19 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { template void setRefs_(l1t::PFCandidate &pf, const T &p) const; + template + void setRefs_(l1t::PFCluster &pf, const T &p) const; + template + auto findRef_(const Tm& map, const Tk* key, const To& obj) const { + auto match = map.find(key); + if (match == map.end()) { + throw cms::Exception("CorruptData") << refExcepMsg_(obj); + } + return match->second; + } + template + std::string refExcepMsg_(const T &key) const; + void doVertexings(std::vector &pvdz) const; // for multiplicities @@ -222,9 +247,9 @@ L1TCorrelatorLayer1Producer::L1TCorrelatorLayer1Producer(const edm::ParameterSet #if 0 // LATER produces("TKVtx"); #endif - produces>("DecodedTK"); - produces("DecodedEmPFClusters"); - produces("DecodedHadPFClusters"); + produces("DecodedTK"); + produces("DecodedEmClusters"); + produces("DecodedHadClusters"); if (hasTracks_) { const std::string &tkInAlgo = iConfig.getParameter("trackInputConversionAlgo"); @@ -485,10 +510,6 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe addMuon(mu, l1t::PFCandidate::MuonRef(muons, i)); } // ------ READ CALOS ----- - - // NOTE: we use deque because it guarantees pointer stability upon insertions...there might be better options - std::deque emDecodedClusters; - edm::Handle emClusters; edm::Handle emRawClusters; iEvent.getByToken(emCands_, emClusters); @@ -510,16 +531,13 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe // FIXME: this should be replaced by a call to the unpacker.... getDecodedGctEmCluster(decCalo, sec, rawCalo); if (decCalo.floatPt() > hadPtCut_) { - addDecodedEmCalo(decCalo, emClusters, ic, emDecodedClusters, sec); + addDecodedEmCalo(decCalo, emClusters, ic, sec); } } } } } - // NOTE: we use deque because it guarantees pointer stability upon insertions...there might be better options - std::deque hadDecodedClusters; - edm::Handle> caloHandle; iEvent.getByToken(hadCands_, caloHandle); if (caloHandle.isValid()) { // In this case we convert the calo-clusters to raw @@ -531,7 +549,7 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe for (unsigned int isec = 0; isec < event_.decoded.hadcalo.size(); isec++) { auto &sec = event_.decoded.hadcalo[isec]; - // 0. get the raw and decoded sectors + // Get the raw and decoded sectors if (sec.region.contains(calo.eta(), calo.phi())) { l1ct::HadCaloObjEmu decCalo; bool valid = true; @@ -552,7 +570,7 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe getDecodedGctPFCluster(decCalo, sec, pfcl); } if (decCalo.floatPt() > hadPtCut_ && valid) { - addDecodedHadCalo(decCalo, caloHandle, ic, hadDecodedClusters, sec); + addDecodedHadCalo(decCalo, caloHandle, ic, sec); } } } @@ -562,15 +580,14 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe regionizer_->run(event_.decoded, event_.pfinputs); // First, get a copy of the discretized and corrected inputs, and write them out - iEvent.put(fetchEmCalo(), "EmCalo"); // FIXME: still needed? now replaced by PFClusters - iEvent.put(fetchHadCalo(), "Calo"); // FIXME: still needed? now replaced by PFClusters + // FIXME: steer via config flag + iEvent.put(fetchEmCalo(), "EmCalo"); + iEvent.put(fetchHadCalo(), "Calo"); iEvent.put(fetchTracks(), "TK"); - iEvent.put(fetchDecodedTracks(), "DecodedTK"); - // FIXME: add a flag: writing these out should be optional - // FIXME: add fetch method and solve duplications before writing (can use the index of the ptr to the consituents) - // iEvent.put(std::move(hadDecodedClusters), "DecodedHadPFClusters"); //FIXME: convert to std::unique_ptr - // iEvent.put(std::move(emDecodedClusters), "DecodedEmPFClusters"); //FIXME: convert to std::unique_ptr + iEvent.put(fetchDecodedHadCalo(), "DecodedHadClusters"); + iEvent.put(fetchDecodedEmCalo(), "DecodedEmClusters"); + iEvent.put(fetchDecodedTracks(), "DecodedTK"); // Then do the vertexing, and save it out std::vector z0s; @@ -761,51 +778,59 @@ void L1TCorrelatorLayer1Producer::encodeAndAddHgcalCluster(ap_uint<256> &word, sec.obj.push_back(word); } -// FIXME: besides the specific "cluster shape variables" this function and the had one could be merged via templates -// we will see after the new implementation is complete: it all depends on the decision about PFClusters. -// do we need to specialize them for barrel& endcap or we can just add all variables to the same class? -void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, - const edm::Handle &caloHandle, - unsigned int ic, - std::deque &pfClusters, - l1ct::DetectorSector &sec) { +void L1TCorrelatorLayer1Producer::getEmPFCluster(const l1ct::EmCaloObjEmu &decCalo, + const l1ct::PFRegionEmu ®ion, + std::unique_ptr &pfClusters) const { // Crete the PFCluster and add the original object as Consitutent l1t::PFCluster pfCl(decCalo.floatPt(), - sec.region.floatGlbEta(decCalo.hwEta), - sec.region.floatGlbPhi(decCalo.hwPhi), + region.floatGlbEta(decCalo.hwEta), + region.floatGlbPhi(decCalo.hwPhi), decCalo.floatHoe(), true); // FIXME: is this used? // Add additional variables specialized for GCT and HGCal clusters pfCl.setSigmaRR(decCalo.floatSrrTot()); pfCl.setAbsZBarycenter(decCalo.floatMeanZ()); - pfCl.addConstituent(edm::Ptr(caloHandle, ic)); + setRefs_(pfCl, decCalo); + pfClusters->push_back(pfCl); +} - pfClusters.push_back(pfCl); - decCalo.src = &(pfClusters.back()); - // Add the the Ref to the PF Cluster to the Decoded object - sec.obj.push_back(decCalo); // ref before put +void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, + const edm::Handle &caloHandle, + unsigned int ic, + l1ct::DetectorSector &sec) { + const auto caloPtr = edm::Ptr(caloHandle, ic); + clusterRefMap_[caloPtr.get()] = caloPtr; + decCalo.src = caloPtr.get(); + sec.obj.push_back(decCalo); } -void L1TCorrelatorLayer1Producer::addDecodedHadCalo(l1ct::HadCaloObjEmu &decCalo, - const edm::Handle> &caloHandle, - unsigned int ic, - std::deque &pfClusters, - l1ct::DetectorSector &sec) { +// FIXME: besides the specific "cluster shape variables" this function and the EM one could be merged via templates +// we will see after the new implementation is complete: it all depends on the decision about PFClusters. +// do we need to specialize them for barrel& endcap or we can just add all variables to the same class? +void L1TCorrelatorLayer1Producer::getHadPFCluster(const l1ct::HadCaloObjEmu &decCalo, + const l1ct::PFRegionEmu ®ion, + std::unique_ptr &pfClusters) const { // Crete the PFCluster and add the original object as Consitutent l1t::PFCluster pfCl(decCalo.floatPt(), - sec.region.floatGlbEta(decCalo.hwEta), - sec.region.floatGlbPhi(decCalo.hwPhi), + region.floatGlbEta(decCalo.hwEta), + region.floatGlbPhi(decCalo.hwPhi), decCalo.floatHoe(), decCalo.hwIsEM()); // Add additional variables specialized for GCT and HGCal clusters pfCl.setSigmaRR(decCalo.floatSrrTot()); pfCl.setAbsZBarycenter(decCalo.floatMeanZ()); - pfCl.addConstituent(edm::Ptr(caloHandle, ic)); + setRefs_(pfCl, decCalo); + pfClusters->push_back(pfCl); +} - pfClusters.push_back(pfCl); - decCalo.src = &(pfClusters.back()); - // Add the the Ref to the PF Cluster to the Decoded object - sec.obj.push_back(decCalo); // ref before put +void L1TCorrelatorLayer1Producer::addDecodedHadCalo(l1ct::HadCaloObjEmu &decCalo, + const edm::Handle> &caloHandle, + unsigned int ic, + l1ct::DetectorSector &sec) { + const auto caloPtr = edm::Ptr(caloHandle, ic); + clusterRefMap_[caloPtr.get()] = caloPtr; + decCalo.src = caloPtr.get(); + sec.obj.push_back(decCalo); } void L1TCorrelatorLayer1Producer::addUInt(unsigned int value, std::string iLabel, edm::Event &iEvent) { @@ -893,6 +918,7 @@ void L1TCorrelatorLayer1Producer::initEvent(const edm::Event &iEvent) { event_.run = iEvent.id().run(); event_.lumi = iEvent.id().luminosityBlock(); event_.event = iEvent.id().event(); + clusterRefMap_.clear(); trackRefMap_.clear(); muonRefMap_.clear(); } @@ -1007,8 +1033,14 @@ void L1TCorrelatorLayer1Producer::getDecodedGctPFCluster(l1ct::HadCaloObjEmu &ca template void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const T &p) const { - if (p.srcCluster) - pf.setCaloPtr(p.srcCluster->constituentsAndFractions()[0].first); + if (p.srcCluster) { + auto match = clusterRefMap_.find(p.srcCluster); + if (match == clusterRefMap_.end()) { + throw cms::Exception("CorruptData") << "Invalid cluster pointer in PF candidate id " << p.intId() << " pt " + << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); + } + pf.setCaloPtr(match->second); + } if (p.srcTrack) { auto match = trackRefMap_.find(p.srcTrack); @@ -1028,38 +1060,80 @@ void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const T &p) con } } +template<> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::PFNeutralObjEmu &key) const { + return "Invalid pointer in Neutral PF candidate id " + std::to_string(key.intId()) + " pt " + std::to_string(key.floatPt()) + + " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +} + +template<> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::HadCaloObjEmu &key) const { + return "Invalid pointer in hadcalo obj, pt " + std::to_string(key.floatPt()) + + " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +} + +template<> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::EmCaloObjEmu &key) const { + return "Invalid pointer in emcalo obj, pt " + std::to_string(key.floatPt()) + + " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +} + +template<> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::TkObjEmu &key) const { + return "Invalid track pointer in track obj, pt " + std::to_string(key.floatPt()) + + " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +} + +template<> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::EGIsoObjEmu &key) const { + return "Invalid cluster pointer in EGIso candidate, pt " + std::to_string(key.floatPt()) + + " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +} + +template<> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::EGIsoEleObjEmu &key) const { + return "Invalid cluster pointer in EGEleIso candidate, pt " + std::to_string(key.floatPt()) + + " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +} + + + + template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::PFNeutralObjEmu &p) const { - if (p.srcCluster) - pf.setCaloPtr(p.srcCluster->constituentsAndFractions()[0].first); + if (p.srcCluster) { + pf.setCaloPtr(findRef_(clusterRefMap_, p.srcCluster, p)); + } } -// FIXME: this method is not needed anymore template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::HadCaloObjEmu &p) const { - if (p.src) - pf.setCaloPtr(p.src->constituentsAndFractions()[0].first); + if (p.src) { + pf.setCaloPtr(findRef_(clusterRefMap_, p.src, p)); + } } -// FIXME: this method is not needed anymore template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::EmCaloObjEmu &p) const { - if (p.src) - pf.setCaloPtr(p.src->constituentsAndFractions()[0].first); + if (p.src) { + pf.setCaloPtr(findRef_(clusterRefMap_, p.src, p)); + } } template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::TkObjEmu &p) const { if (p.src) { - auto match = trackRefMap_.find(p.src); - if (match == trackRefMap_.end()) { - throw cms::Exception("CorruptData") << "Invalid track pointer in track candidate pt " << p.floatPt() << " eta " - << p.floatEta() << " phi " << p.floatPhi(); - } - pf.setPFTrack(match->second); + pf.setPFTrack(findRef_(trackRefMap_, p.src, p)); + } +} + +template +void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCluster &pf, const T &p) const { + if (p.src) { + pf.addConstituent(findRef_(clusterRefMap_, p.src, p)); } } @@ -1079,6 +1153,33 @@ std::unique_ptr L1TCorrelatorLayer1Producer::fetchHa } return ret; } + +std::unique_ptr L1TCorrelatorLayer1Producer::fetchDecodedHadCalo() const { + auto ret = std::make_unique(); + for (const auto &r : event_.pfinputs) { + const auto ® = r.region; + for (const auto &p : r.hadcalo) { + if (p.hwPt == 0 || !reg.isFiducial(p)) + continue; + getHadPFCluster(p, reg, ret); + } + } + return ret; +} + +std::unique_ptr L1TCorrelatorLayer1Producer::fetchDecodedEmCalo() const { + auto ret = std::make_unique(); + for (const auto &r : event_.pfinputs) { + const auto ® = r.region; + for (const auto &p : r.emcalo) { + if (p.hwPt == 0 || !reg.isFiducial(p)) + continue; + getEmPFCluster(p, reg, ret); + } + } + return ret; +} + std::unique_ptr L1TCorrelatorLayer1Producer::fetchEmCalo() const { auto ret = std::make_unique(); for (const auto &r : event_.pfinputs) { @@ -1110,8 +1211,8 @@ std::unique_ptr L1TCorrelatorLayer1Producer::fetchTr return ret; } -std::unique_ptr> L1TCorrelatorLayer1Producer::fetchDecodedTracks() const { - auto ret = std::make_unique>(); +std::unique_ptr L1TCorrelatorLayer1Producer::fetchDecodedTracks() const { + auto ret = std::make_unique(); for (const auto &r : event_.decoded.track) { const auto ® = r.region; for (const auto &p : r.obj) { @@ -1279,7 +1380,7 @@ void L1TCorrelatorLayer1Producer::putEgObjects(edm::Event &iEvent, reco::Candidate::PolarLorentzVector mom(egiso.floatPt(), egiso.floatEta(), egiso.floatPhi(), 0.); l1t::TkEm tkem(reco::Candidate::LorentzVector(mom), - egiso.srcCluster->constituentsAndFractions()[0].first, + findRef_(clusterRefMap_, egiso.srcCluster, egiso), egiso.floatRelIso(l1ct::EGIsoObjEmu::IsoType::TkIso), egiso.floatRelIso(l1ct::EGIsoObjEmu::IsoType::TkIsoPV)); tkem.setHwQual(egiso.hwQual); @@ -1299,7 +1400,7 @@ void L1TCorrelatorLayer1Producer::putEgObjects(edm::Event &iEvent, reco::Candidate::PolarLorentzVector mom(egele.floatPt(), egele.floatVtxEta(), egele.floatVtxPhi(), 0.); l1t::TkElectron tkele(reco::Candidate::LorentzVector(mom), - egele.srcCluster->constituentsAndFractions()[0].first, + findRef_(clusterRefMap_, egele.srcCluster, egele), edm::refToPtr(egele.srcTrack->track()), egele.floatRelIso(l1ct::EGIsoEleObjEmu::IsoType::TkIso)); tkele.setHwQual(egele.hwQual); diff --git a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp index 90f06b5e12fef..9167b69d9e23a 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp @@ -137,12 +137,12 @@ PFTkEGAlgoEmulator::PFTkEGAlgoEmulator(const PFTkEGAlgoEmuConfig &config) #else auto resolvedFileName = cfg.compIDparams.conifer_model; #endif - if(cfg.algorithm == 1) { + if (cfg.algorithm == 1) { composite_bdt_ = new conifer::BDT(resolvedFileName); - } else if(cfg.algorithm == 2) { + } else if (cfg.algorithm == 2) { // std::cout << resolvedFileName << std::endl; composite_bdt_eb_ = new conifer::BDT(resolvedFileName); - } else if(cfg.algorithm == 3) { + } else if (cfg.algorithm == 3) { // std::cout << "algo 3: " << resolvedFileName << std::endl; composite_bdt_ee_ = new conifer::BDT(resolvedFileName); } @@ -312,12 +312,12 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite(const PFRegionEmu &r, } void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, - const std::vector &emcalo, - const std::vector &track, - std::vector &emCalo2tk, - std::vector &emCaloTkBdtScore) const { + const std::vector &emcalo, + const std::vector &track, + std::vector &emCalo2tk, + std::vector &emCaloTkBdtScore) const { // std::cout << "Barrel composite" << std::endl; - + unsigned int nTrackMax = std::min(track.size(), cfg.nTRACK_EGIN); for (int ic = 0, nc = emcalo.size(); ic < nc; ++ic) { auto &calo = emcalo[ic]; @@ -336,7 +336,7 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, const float dPhiMax = 0.3; const float dEtaMax = 0.03; if ((((d_phi / dPhiMax) * (d_phi / dPhiMax)) + ((d_eta / dEtaMax) * (d_eta / dEtaMax))) < 1.) { - // if (dR2 < 0.04) { + // if (dR2 < 0.04) { // Only store indices, dR and dpT for now. The other quantities are computed only for the best nCandPerCluster. CompositeCandidate cand; cand.cluster_idx = ic; @@ -361,9 +361,9 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, auto &cand = candidates[icand]; const std::vector &emcalo_sel = emcalo; id_score_t score = 0; - if(cfg.algorithm == 2) { + if (cfg.algorithm == 2) { score = compute_composite_score_eb(r, cand, sumTkPt, nTkMatch, emcalo_sel, track, cfg.compIDparams); - } else if(cfg.algorithm == 3) { + } else if (cfg.algorithm == 3) { score = compute_composite_score_ee(cand, sumTkPt, nTkMatch, emcalo_sel, track, cfg.compIDparams); } if ((score > cfg.compIDparams.bdtScore_loose_wp) && (score > maxScore)) { @@ -382,74 +382,83 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, CompositeCandidate &cand, float sumTkPt, unsigned int nTkMatch, - const std::vector &emcalo, - const std::vector &track, - const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const { + const std::vector &emcalo, + const std::vector &track, + const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const { // Get the cluster/track objects that form the composite candidate const auto &calo = emcalo[cand.cluster_idx]; const auto &tk = track[cand.track_idx]; - const l1t::PFCluster * pfcl = emcalo[cand.cluster_idx].src; - const l1t::PFTrack * pftk = tk.src; + const l1t::PFCluster *pfcl = dynamic_cast(calo.src); + const l1t::PFTrack *pftk = tk.src; l1tp2::DigitizedClusterCorrelator digiCl(ap_uint<64>(pfcl->digiWord())); - const l1tp2::CaloCrystalCluster * crycl = - dynamic_cast(calo.src->constituentsAndFractions()[0].first.get()); + const l1tp2::CaloCrystalCluster *crycl = + dynamic_cast(pfcl->constituentsAndFractions()[0].first.get()); // Prepare the input features bdt_eb_feature_t cl_pt = crycl->pt(); - bdt_eb_feature_t cl_ss = crycl->e2x5()/crycl->e5x5(); - bdt_eb_feature_t cl_relIso = crycl->isolation()/crycl->pt(); + bdt_eb_feature_t cl_ss = crycl->e2x5() / crycl->e5x5(); + bdt_eb_feature_t cl_relIso = crycl->isolation() / crycl->pt(); bdt_eb_feature_t cl_staWP = digiCl.passes_iso() && digiCl.passes_ss(); bdt_eb_feature_t cl_looseTkWP = digiCl.passes_looseTkiso() && digiCl.passes_looseTkss(); bdt_eb_feature_t tk_chi2RPhi = pftk->trackWord().getChi2RPhi(); - bdt_eb_feature_t tk_ptFrac = tk.floatPt()/sumTkPt; - bdt_eb_feature_t cltk_ptRatio = crycl->pt()/tk.floatPt(); + bdt_eb_feature_t tk_ptFrac = tk.floatPt() / sumTkPt; + bdt_eb_feature_t cltk_ptRatio = crycl->pt() / tk.floatPt(); bdt_eb_feature_t cltk_nTkMatch = nTkMatch; // bdt_eb_feature_t cltk_absDeta = fabs(crycl->eta() - pftk->caloEta()); // bdt_eb_feature_t cltk_absDphi = fabs(crycl->phi() - pftk->caloPhi()); bdt_eb_feature_t cltk_absDeta = fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()); - bdt_eb_feature_t cltk_absDphi = fabs(r.floatGlbPhi(tk.hwPhi)- crycl->phi()); - -// if(crycl->pt() > 70) { -// std::cout << "--- New pair" << std::endl; -// std::cout << " Cluster: pt: " << crycl->pt() << " eta: " << crycl->eta() << " phi: " << crycl->phi() << " isolation: " << crycl->isolation() -// << " digi: " << std::hex << uint64_t(pfcl->digiWord()) << std::dec << std:: endl; -// std::cout << " Track: pt: " << pftk->pt() << " eta: " << pftk->caloEta() << " phi: " << pftk->caloPhi() << std:: endl; -// std::cout << " dec pt: " << tk.floatPt() << " eta: " << r.floatGlbEta(tk.hwEta) << " deta: " << fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()) << " dec phi: " << r.floatGlbPhi(tk.hwPhi) << -// " dphi: " << fabs(crycl->phi() - r.floatGlbPhi(tk.hwPhi)) << std::endl; - -// std::cout << " . features: " -// << " cl_pt: " << cl_pt -// << " cl_ss: " << cl_ss -// << " cl_relIso: " << cl_relIso -// << " (float): " << crycl->isolation()/crycl->pt() -// << " cl_staWP: " << cl_staWP -// << " cl_looseTkWP: " << cl_looseTkWP -// << " tk_chi2RPhi: " << tk_chi2RPhi -// << " tk_ptFrac: " << tk_ptFrac -// << " cltk_ptRatio: " << cltk_ptRatio -// << " cltk_nTkMatch: " << cltk_nTkMatch -// << " cltk_absDeta: " << cltk_absDeta -// << " (float): " << fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()) -// << " cltk_absDphi: " << cltk_absDphi -// << " float: " << fabs(r.floatGlbPhi(tk.hwPhi)- crycl->phi()) -// << std::endl; -// } -// 400fb-1 7.5*10^34 -> 60gg - // "CryClu_pt", - // "CryClu_ss", - // "CryClu_relIso", - // "CryClu_standaloneWP", - // "CryClu_looseL1TkMatchWP", - // "Tk_chi2RPhi", - // "Tk_PtFrac", - // "PtRatio", - // "nMatch", - // "abs_dEta", - // "abs_dPhi", - - + bdt_eb_feature_t cltk_absDphi = fabs(r.floatGlbPhi(tk.hwPhi) - crycl->phi()); + + // if(crycl->pt() > 70) { + // std::cout << "--- New pair" << std::endl; + // std::cout << " Cluster: pt: " << crycl->pt() << " eta: " << crycl->eta() << " phi: " << crycl->phi() << " isolation: " << crycl->isolation() + // << " digi: " << std::hex << uint64_t(pfcl->digiWord()) << std::dec << std:: endl; + // std::cout << " Track: pt: " << pftk->pt() << " eta: " << pftk->caloEta() << " phi: " << pftk->caloPhi() << std:: endl; + // std::cout << " dec pt: " << tk.floatPt() << " eta: " << r.floatGlbEta(tk.hwEta) << " deta: " << fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()) << " dec phi: " << r.floatGlbPhi(tk.hwPhi) << + // " dphi: " << fabs(crycl->phi() - r.floatGlbPhi(tk.hwPhi)) << std::endl; + + // std::cout << " . features: " + // << " cl_pt: " << cl_pt + // << " cl_ss: " << cl_ss + // << " cl_relIso: " << cl_relIso + // << " (float): " << crycl->isolation()/crycl->pt() + // << " cl_staWP: " << cl_staWP + // << " cl_looseTkWP: " << cl_looseTkWP + // << " tk_chi2RPhi: " << tk_chi2RPhi + // << " tk_ptFrac: " << tk_ptFrac + // << " cltk_ptRatio: " << cltk_ptRatio + // << " cltk_nTkMatch: " << cltk_nTkMatch + // << " cltk_absDeta: " << cltk_absDeta + // << " (float): " << fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()) + // << " cltk_absDphi: " << cltk_absDphi + // << " float: " << fabs(r.floatGlbPhi(tk.hwPhi)- crycl->phi()) + // << std::endl; + // } + // 400fb-1 7.5*10^34 -> 60gg + // "CryClu_pt", + // "CryClu_ss", + // "CryClu_relIso", + // "CryClu_standaloneWP", + // "CryClu_looseL1TkMatchWP", + // "Tk_chi2RPhi", + // "Tk_PtFrac", + // "PtRatio", + // "nMatch", + // "abs_dEta", + // "abs_dPhi", + // Run BDT inference - std::vector inputs = {cl_pt, cl_ss, cl_relIso, cl_staWP, cl_looseTkWP, tk_chi2RPhi, tk_ptFrac, cltk_ptRatio, cltk_nTkMatch, cltk_absDeta, cltk_absDphi}; + std::vector inputs = {cl_pt, + cl_ss, + cl_relIso, + cl_staWP, + cl_looseTkWP, + tk_chi2RPhi, + tk_ptFrac, + cltk_ptRatio, + cltk_nTkMatch, + cltk_absDeta, + cltk_absDphi}; std::vector bdt_score = composite_bdt_eb_->decision_function(inputs); // std::cout << " out BDT score: " << bdt_score[0] << std::endl; return bdt_score[0] / 4; @@ -458,17 +467,15 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &cand, float sumTkPt, unsigned int nTkMatch, - const std::vector &emcalo, - const std::vector &track, - const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const { + const std::vector &emcalo, + const std::vector &track, + const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const { // std::cout << "Endcap Piero Model" << std::endl; // Get the cluster/track objects that form the composite candidate const auto &calo = emcalo[cand.cluster_idx]; const auto &tk = track[cand.track_idx]; - const l1t::PFCluster * pfcl = emcalo[cand.cluster_idx].src; - const l1t::PFTrack * pftk = tk.src; - const l1t::HGCalMulticluster * cl3d = - dynamic_cast(calo.src->constituentsAndFractions()[0].first.get()); + const l1t::PFTrack *pftk = tk.src; + const l1t::HGCalMulticluster *cl3d = dynamic_cast(calo.src); // Prepare the input features bdt_ee_feature_t cl_coreshowerlength = cl3d->coreShowerLength(); @@ -476,42 +483,44 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &ca bdt_ee_feature_t cl_spptot = cl3d->sigmaPhiPhiTot(); bdt_ee_feature_t cl_seetot = cl3d->sigmaEtaEtaTot(); bdt_ee_feature_t cl_szz = cl3d->sigmaZZ(); - - bdt_ee_feature_t cl_multiClassPionIdScore = pfcl->piIDScore(); - bdt_ee_feature_t cl_multiClassEmIdScore = pfcl->emIDScore(); - bdt_ee_feature_t tk_ptFrac = pftk->pt()/sumTkPt; - bdt_ee_feature_t cltk_ptRatio = pfcl->pt()/pftk->pt(); - bdt_ee_feature_t cltk_absDeta = fabs(pfcl->eta() - pftk->caloEta()); - bdt_ee_feature_t cltk_absDphi = fabs(pfcl->phi() - pftk->caloPhi()); - -// features=[ -// "HGCalClu_coreshowerlength", -// "HGCalClu_meanz", -// "HGCalClu_spptot", -// "HGCalClu_seetot", -// "HGCalClu_szz", -// "HGCalClu_multiClassPionIdScore", -// "HGCalClu_multiClassEmIdScore", -// "Tk_PtFrac", -// "PtRatio", -// "abs_dEta", -// "abs_dPhi", -// ] + bdt_ee_feature_t cl_multiClassPionIdScore = 0; // FIXME: read from EmCaloObj + bdt_ee_feature_t cl_multiClassEmIdScore = 0; // FIXME: read from EmCaloObj + + // bdt_ee_feature_t cl_multiClassPionIdScore = pfcl->piIDScore(); // FIXME: read from EmCaloObj + // bdt_ee_feature_t cl_multiClassEmIdScore = pfcl->emIDScore(); // FIXME: read from EmCaloObj + + bdt_ee_feature_t tk_ptFrac = pftk->pt() / sumTkPt; + bdt_ee_feature_t cltk_ptRatio = calo.floatPt() / pftk->pt(); + bdt_ee_feature_t cltk_absDeta = fabs(cl3d->eta() - pftk->caloEta()); + bdt_ee_feature_t cltk_absDphi = fabs(cl3d->phi() - pftk->caloPhi()); + + // features=[ + // "HGCalClu_coreshowerlength", + // "HGCalClu_meanz", + // "HGCalClu_spptot", + // "HGCalClu_seetot", + // "HGCalClu_szz", + // "HGCalClu_multiClassPionIdScore", + // "HGCalClu_multiClassEmIdScore", + // "Tk_PtFrac", + // "PtRatio", + // "abs_dEta", + // "abs_dPhi", + // ] // Run BDT inference - std::vector inputs = { - cl_coreshowerlength, - cl_meanz, - cl_spptot, - cl_seetot, - cl_szz, - cl_multiClassPionIdScore, - cl_multiClassEmIdScore, - tk_ptFrac, - cltk_ptRatio, - cltk_absDeta, - cltk_absDphi}; - + std::vector inputs = {cl_coreshowerlength, + cl_meanz, + cl_spptot, + cl_seetot, + cl_szz, + cl_multiClassPionIdScore, + cl_multiClassEmIdScore, + tk_ptFrac, + cltk_ptRatio, + cltk_absDeta, + cltk_absDphi}; + std::vector bdt_score = composite_bdt_ee_->decision_function(inputs); // std::cout << " out BDT score: " << bdt_score[0] << std::endl; return bdt_score[0] / 4; @@ -584,13 +593,13 @@ void PFTkEGAlgoEmulator::run(const PFInputRegion &in, OutputRegion &out) const { std::vector emCalo2tk(emcalo_sel.size(), -1); std::vector emCaloTkBdtScore(emcalo_sel.size(), 0); - if(cfg.algorithm == 0) { + if (cfg.algorithm == 0) { link_emCalo2tk_elliptic(in.region, emcalo_sel, in.track, emCalo2tk); - } else if(cfg.algorithm == 1) { + } else if (cfg.algorithm == 1) { link_emCalo2tk_composite(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); - } else if(cfg.algorithm == 2 || cfg.algorithm == 3) { + } else if (cfg.algorithm == 2 || cfg.algorithm == 3) { link_emCalo2tk_composite_eb_ee(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); - } + } // else if(cfg.algorithm == 3) { // link_emCalo2tk_composite_ee(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); // } @@ -731,16 +740,10 @@ EGIsoEleObjEmu &PFTkEGAlgoEmulator::addEGIsoEleToPF(std::vector if (cfg.algorithm == 1) { // tight ele WP is set for tight BDT score egHwQual = (hwQual & 0x9) | ((bdtScore >= cfg.compIDparams.bdtScore_tight_wp) << 1); - } else if(cfg.algorithm == 2) { + } else if (cfg.algorithm == 2) { // std::cout << "alog 2 WPs" << std::endl; - vector pt_bins = {0,5,10,20,30,50}; - vector tight_wps = { - 0.19, - 0.05, - -0.35, - -0.45, - -0.5, - -0.38}; + vector pt_bins = {0, 5, 10, 20, 30, 50}; + vector tight_wps = {0.19, 0.05, -0.35, -0.45, -0.5, -0.38}; bool isTight = false; @@ -748,32 +751,33 @@ EGIsoEleObjEmu &PFTkEGAlgoEmulator::addEGIsoEleToPF(std::vector float pt_value = egiso.floatPt(); auto it = std::upper_bound(pt_bins.begin(), pt_bins.end(), pt_value); unsigned int bin_index = it - pt_bins.begin() - 1; - + isTight = (bdtScore > id_score_t(tight_wps[bin_index])); // tight ele WP is set for tight BDT score - egHwQual = (hwQual & 0x9) | (isTight << 1); - } else if(cfg.algorithm == 3) { + egHwQual = (hwQual & 0x9) | (isTight << 1); + } else if (cfg.algorithm == 3) { // std::cout << "alog 3 WPs" << std::endl; - vector pt_bins = {0,5,10,20,30,50}; + vector pt_bins = {0, 5, 10, 20, 30, 50}; vector tight_wps = { - 1.2367626271489272, - 0.3639653772014115, + 1.2367626271489272, + 0.3639653772014115, -0.8472978603872036, -0.8953840470548413, -0.7537718023763801, - -0.6190392084062235,}; + -0.6190392084062235, + }; bool isTight = false; // std::upper_bound returns an iterator to the first element in pt_bins that is greater than pt_value float pt_value = egiso.floatPt(); auto it = std::upper_bound(pt_bins.begin(), pt_bins.end(), pt_value); unsigned int bin_index = it - pt_bins.begin() - 1; - - isTight = (bdtScore > id_score_t(tight_wps[bin_index]/4.)); + + isTight = (bdtScore > id_score_t(tight_wps[bin_index] / 4.)); // tight ele WP is set for tight BDT score - egHwQual = (hwQual & 0x9) | (isTight << 1); + egHwQual = (hwQual & 0x9) | (isTight << 1); } else { if (cfg.doEndcapHwQual) { // 1. zero-suppress the loose EG-ID (bit 1) From 66326c83e3369a1d155f0a1d1970d10b5a23ea18 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Wed, 11 Dec 2024 14:08:03 +0100 Subject: [PATCH 10/22] Restructure model configuration and handling --- .../interface/egamma/pftkegalgo_ref.h | 60 ++--- .../src/egamma/pftkegalgo_ref.cpp | 242 +++++------------- 2 files changed, 97 insertions(+), 205 deletions(-) diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h b/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h index 6740408bdee1b..b7ee11ab6fc0d 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h @@ -6,6 +6,7 @@ #include "DataFormats/L1TParticleFlow/interface/pf.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/common/inversion.h" +// FIXME: back to the old way of including conifer.h #include "L1Trigger/Phase2L1ParticleFlow/interface/conifer.h" // #include "conifer.h" @@ -35,7 +36,10 @@ namespace l1ct { std::vector dEtaValues; std::vector dPhiValues; float trkQualityPtMin; // GeV - unsigned int algorithm; + + enum Algo { undefined = -1, elliptic = 0, compositeEE_v0 = 1, compositeEB_v0 = 2, compositeEE_v1 = 3 }; + + Algo algorithm; unsigned int nCompCandPerCluster; bool writeEgSta; @@ -123,7 +127,7 @@ namespace l1ct { dEtaValues(dEtaValues), dPhiValues(dPhiValues), trkQualityPtMin(trkQualityPtMin), - algorithm(algo), + algorithm(Algo::undefined), nCompCandPerCluster(nCompCandPerCluster), writeEgSta(writeEgSta), tkIsoParams_tkEle(tkIsoParams_tkEle), @@ -135,7 +139,18 @@ namespace l1ct { hwIsoTypeTkEle(hwIsoTypeTkEle), hwIsoTypeTkEm(hwIsoTypeTkEm), compIDparams(compIDparams), - debug(debug) {} + debug(debug) { + if (algo == 0) + algorithm = Algo::elliptic; + else if (algo == 1) + algorithm = Algo::compositeEE_v0; + else if (algo == 2) + algorithm = Algo::compositeEB_v0; + else if (algo == 3) + algorithm = Algo::compositeEE_v1; + else + throw std::invalid_argument("[PFTkEGAlgoEmuConfig]: Unknown algorithm type: " + std::to_string(algo)); + } static edm::ParameterSetDescription getParameterSetDescription(); }; @@ -178,23 +193,11 @@ namespace l1ct { const std::vector &track, std::vector &emCalo2tk) const; - void link_emCalo2tk_composite(const PFRegionEmu &r, - const std::vector &emcalo, - const std::vector &track, - std::vector &emCalo2tk, - std::vector &emCaloTkBdtScore) const; - void link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, - const std::vector &emcalo, - const std::vector &track, - std::vector &emCalo2tk, - std::vector &emCaloTkBdtScore) const; - - // void link_emCalo2tk_composite_ee(const PFRegionEmu &r, - // const std::vector &emcalo, - // const std::vector &track, - // std::vector &emCalo2tk, - // std::vector &emCaloTkBdtScore) const; + const std::vector &emcalo, + const std::vector &track, + std::vector &emCalo2tk, + std::vector &emCaloTkBdtScore) const; struct CompositeCandidate { unsigned int cluster_idx; @@ -211,19 +214,17 @@ namespace l1ct { CompositeCandidate &cand, float sumTkPt, unsigned int nTkMatch, - const std::vector &emcalo, - const std::vector &track, - const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const; + const std::vector &emcalo, + const std::vector &track, + const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const; id_score_t compute_composite_score_ee(CompositeCandidate &cand, float sumTkPt, unsigned int nTkMatch, - const std::vector &emcalo, - const std::vector &track, - const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const; - + const std::vector &emcalo, + const std::vector &track, + const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const; - //FIXME: still needed float deltaPhi(float phi1, float phi2) const; void sel_emCalo(unsigned int nmax_sel, @@ -395,9 +396,8 @@ namespace l1ct { z0_t z0) const; PFTkEGAlgoEmuConfig cfg; - conifer::BDT *composite_bdt_; - conifer::BDT *composite_bdt_eb_; - conifer::BDT *composite_bdt_ee_; + // Could use a std::variant + void *model_; int debug_; }; diff --git a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp index 9167b69d9e23a..5a7bc19bdf71e 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp @@ -21,35 +21,35 @@ using namespace l1ct; #include "FWCore/ParameterSet/interface/ParameterSetDescription.h" l1ct::PFTkEGAlgoEmuConfig::PFTkEGAlgoEmuConfig(const edm::ParameterSet &pset) - : nTRACK(pset.getParameter("nTRACK")), - nTRACK_EGIN(pset.getParameter("nTRACK_EGIN")), - nEMCALO_EGIN(pset.getParameter("nEMCALO_EGIN")), - nEM_EGOUT(pset.getParameter("nEM_EGOUT")), - filterHwQuality(pset.getParameter("filterHwQuality")), - doBremRecovery(pset.getParameter("doBremRecovery")), - writeBeforeBremRecovery(pset.getParameter("writeBeforeBremRecovery")), - caloHwQual(pset.getParameter("caloHwQual")), - doEndcapHwQual(pset.getParameter("doEndcapHwQual")), - emClusterPtMin(pset.getParameter("caloEtMin")), - dEtaMaxBrem(pset.getParameter("dEtaMaxBrem")), - dPhiMaxBrem(pset.getParameter("dPhiMaxBrem")), - absEtaBoundaries(pset.getParameter>("absEtaBoundaries")), - dEtaValues(pset.getParameter>("dEtaValues")), - dPhiValues(pset.getParameter>("dPhiValues")), - trkQualityPtMin(pset.getParameter("trkQualityPtMin")), - algorithm(pset.getParameter("algorithm")), - nCompCandPerCluster(pset.getParameter("nCompCandPerCluster")), - writeEgSta(pset.getParameter("writeEGSta")), - tkIsoParams_tkEle(pset.getParameter("tkIsoParametersTkEle")), - tkIsoParams_tkEm(pset.getParameter("tkIsoParametersTkEm")), - pfIsoParams_tkEle(pset.getParameter("pfIsoParametersTkEle")), - pfIsoParams_tkEm(pset.getParameter("pfIsoParametersTkEm")), - doTkIso(pset.getParameter("doTkIso")), - doPfIso(pset.getParameter("doPfIso")), - hwIsoTypeTkEle(static_cast(pset.getParameter("hwIsoTypeTkEle"))), - hwIsoTypeTkEm(static_cast(pset.getParameter("hwIsoTypeTkEm"))), - compIDparams(pset.getParameter("compositeParametersTkEle")), - debug(pset.getUntrackedParameter("debug", 0)) {} + : PFTkEGAlgoEmuConfig(pset.getParameter("nTRACK"), + pset.getParameter("nTRACK_EGIN"), + pset.getParameter("nEMCALO_EGIN"), + pset.getParameter("nEM_EGOUT"), + pset.getParameter("filterHwQuality"), + pset.getParameter("doBremRecovery"), + pset.getParameter("writeBeforeBremRecovery"), + pset.getParameter("caloHwQual"), + pset.getParameter("doEndcapHwQual"), + pset.getParameter("caloEtMin"), + pset.getParameter("dEtaMaxBrem"), + pset.getParameter("dPhiMaxBrem"), + pset.getParameter>("absEtaBoundaries"), + pset.getParameter>("dEtaValues"), + pset.getParameter>("dPhiValues"), + pset.getParameter("trkQualityPtMin"), + pset.getParameter("algorithm"), + pset.getParameter("nCompCandPerCluster"), + pset.getParameter("writeEGSta"), + IsoParameters(pset.getParameter("tkIsoParametersTkEle")), + IsoParameters(pset.getParameter("tkIsoParametersTkEm")), + IsoParameters(pset.getParameter("pfIsoParametersTkEle")), + IsoParameters(pset.getParameter("pfIsoParametersTkEm")), + pset.getParameter("doTkIso"), + pset.getParameter("doPfIso"), + static_cast(pset.getParameter("hwIsoTypeTkEle")), + static_cast(pset.getParameter("hwIsoTypeTkEm")), + pset.getParameter("compositeParametersTkEle"), + pset.getUntrackedParameter("debug", 0)) {} edm::ParameterSetDescription l1ct::PFTkEGAlgoEmuConfig::getParameterSetDescription() { edm::ParameterSetDescription description; @@ -130,21 +130,21 @@ edm::ParameterSetDescription l1ct::PFTkEGAlgoEmuConfig::CompIDParameters::getPar #endif PFTkEGAlgoEmulator::PFTkEGAlgoEmulator(const PFTkEGAlgoEmuConfig &config) - : cfg(config), composite_bdt_(nullptr), composite_bdt_eb_(nullptr), composite_bdt_ee_(nullptr), debug_(cfg.debug) { - if (cfg.algorithm == 1 || cfg.algorithm == 2 || cfg.algorithm == 3) { + : cfg(config), model_(nullptr), debug_(cfg.debug) { + if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v0 || + cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEB_v0 || + cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v1) { #ifdef CMSSW_GIT_HASH auto resolvedFileName = edm::FileInPath(cfg.compIDparams.conifer_model).fullPath(); #else auto resolvedFileName = cfg.compIDparams.conifer_model; #endif - if (cfg.algorithm == 1) { - composite_bdt_ = new conifer::BDT(resolvedFileName); - } else if (cfg.algorithm == 2) { - // std::cout << resolvedFileName << std::endl; - composite_bdt_eb_ = new conifer::BDT(resolvedFileName); - } else if (cfg.algorithm == 3) { - // std::cout << "algo 3: " << resolvedFileName << std::endl; - composite_bdt_ee_ = new conifer::BDT(resolvedFileName); + if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v0) { + model_ = new conifer::BDT(resolvedFileName); + } else if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEB_v0) { + model_ = new conifer::BDT(resolvedFileName); + } else if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v1) { + model_ = new conifer::BDT(resolvedFileName); } } } @@ -256,68 +256,11 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_elliptic(const PFRegionEmu &r, } } -void PFTkEGAlgoEmulator::link_emCalo2tk_composite(const PFRegionEmu &r, - const std::vector &emcalo, - const std::vector &track, - std::vector &emCalo2tk, - std::vector &emCaloTkBdtScore) const { - unsigned int nTrackMax = std::min(track.size(), cfg.nTRACK_EGIN); - for (int ic = 0, nc = emcalo.size(); ic < nc; ++ic) { - auto &calo = emcalo[ic]; - - std::vector candidates; - - for (unsigned int itk = 0; itk < nTrackMax; ++itk) { - const auto &tk = track[itk]; - if (tk.floatPt() <= cfg.trkQualityPtMin) - continue; - - float d_phi = deltaPhi(tk.floatPhi(), calo.floatPhi()); - float d_eta = tk.floatEta() - calo.floatEta(); // We only use it squared - float dR2 = (d_phi * d_phi) + (d_eta * d_eta); - - if (dR2 < 0.04) { - // Only store indices, dR and dpT for now. The other quantities are computed only for the best nCandPerCluster. - CompositeCandidate cand; - cand.cluster_idx = ic; - cand.track_idx = itk; - cand.dpt = std::abs(tk.floatPt() - calo.floatPt()); - candidates.push_back(cand); - } - } - // FIXME: find best sort criteria, for now we use dpt - std::sort(candidates.begin(), - candidates.end(), - [](const CompositeCandidate &a, const CompositeCandidate &b) -> bool { return a.dpt < b.dpt; }); - unsigned int nCandPerCluster = std::min(candidates.size(), cfg.nCompCandPerCluster); - if (nCandPerCluster == 0) - continue; - - id_score_t maxScore = -pow(2, l1ct::id_score_t::iwidth - 1); - int ibest = -1; - for (unsigned int icand = 0; icand < nCandPerCluster; icand++) { - auto &cand = candidates[icand]; - const std::vector &emcalo_sel = emcalo; - id_score_t score = compute_composite_score(cand, emcalo_sel, track, cfg.compIDparams); - if ((score > cfg.compIDparams.bdtScore_loose_wp) && (score > maxScore)) { - maxScore = score; - ibest = icand; - } - } - if (ibest != -1) { - emCalo2tk[ic] = candidates[ibest].track_idx; - emCaloTkBdtScore[ic] = maxScore; - } - } -} - void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, const std::vector &emcalo, const std::vector &track, std::vector &emCalo2tk, std::vector &emCaloTkBdtScore) const { - // std::cout << "Barrel composite" << std::endl; - unsigned int nTrackMax = std::min(track.size(), cfg.nTRACK_EGIN); for (int ic = 0, nc = emcalo.size(); ic < nc; ++ic) { auto &calo = emcalo[ic]; @@ -333,10 +276,17 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, float d_phi = deltaPhi(tk.floatPhi(), calo.floatPhi()); float d_eta = tk.floatEta() - calo.floatEta(); // We only use it squared // float dR2 = (d_phi * d_phi) + (d_eta * d_eta); - const float dPhiMax = 0.3; + const float dPhiMax = 0.3; // FIXME: configure const float dEtaMax = 0.03; - if ((((d_phi / dPhiMax) * (d_phi / dPhiMax)) + ((d_eta / dEtaMax) * (d_eta / dEtaMax))) < 1.) { - // if (dR2 < 0.04) { + + bool keep = false; + if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v0) { + keep = (d_phi * d_phi) + (d_eta * d_eta) < 0.04; + } else if ((cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEB_v0) || + (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v1)) { + keep = (((d_phi / dPhiMax) * (d_phi / dPhiMax)) + ((d_eta / dEtaMax) * (d_eta / dEtaMax))) < 1.; + } + if (keep) { // Only store indices, dR and dpT for now. The other quantities are computed only for the best nCandPerCluster. CompositeCandidate cand; cand.cluster_idx = ic; @@ -347,7 +297,7 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, nTkMatch++; } } - // FIXME: find best sort criteria, for now we use dpt + // we use dpt as sort criteria std::sort(candidates.begin(), candidates.end(), [](const CompositeCandidate &a, const CompositeCandidate &b) -> bool { return a.dpt < b.dpt; }); @@ -355,15 +305,17 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, if (nCandPerCluster == 0) continue; - id_score_t maxScore = -pow(2, l1ct::id_score_t::iwidth - 1); + id_score_t maxScore = -(1 << (l1ct::id_score_t::iwidth - 1)); int ibest = -1; for (unsigned int icand = 0; icand < nCandPerCluster; icand++) { auto &cand = candidates[icand]; const std::vector &emcalo_sel = emcalo; id_score_t score = 0; - if (cfg.algorithm == 2) { + if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v0) { + score = compute_composite_score(cand, emcalo_sel, track, cfg.compIDparams); + } else if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEB_v0) { score = compute_composite_score_eb(r, cand, sumTkPt, nTkMatch, emcalo_sel, track, cfg.compIDparams); - } else if (cfg.algorithm == 3) { + } else if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v1) { score = compute_composite_score_ee(cand, sumTkPt, nTkMatch, emcalo_sel, track, cfg.compIDparams); } if ((score > cfg.compIDparams.bdtScore_loose_wp) && (score > maxScore)) { @@ -388,18 +340,16 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, // Get the cluster/track objects that form the composite candidate const auto &calo = emcalo[cand.cluster_idx]; const auto &tk = track[cand.track_idx]; - const l1t::PFCluster *pfcl = dynamic_cast(calo.src); const l1t::PFTrack *pftk = tk.src; - l1tp2::DigitizedClusterCorrelator digiCl(ap_uint<64>(pfcl->digiWord())); - const l1tp2::CaloCrystalCluster *crycl = - dynamic_cast(pfcl->constituentsAndFractions()[0].first.get()); + const l1tp2::CaloCrystalCluster *crycl = dynamic_cast(calo.src); // Prepare the input features + // FIXME: use the EmCaloObj to get all the features bdt_eb_feature_t cl_pt = crycl->pt(); bdt_eb_feature_t cl_ss = crycl->e2x5() / crycl->e5x5(); bdt_eb_feature_t cl_relIso = crycl->isolation() / crycl->pt(); - bdt_eb_feature_t cl_staWP = digiCl.passes_iso() && digiCl.passes_ss(); - bdt_eb_feature_t cl_looseTkWP = digiCl.passes_looseTkiso() && digiCl.passes_looseTkss(); + bdt_eb_feature_t cl_staWP = calo.hwEmID & 0x1; + bdt_eb_feature_t cl_looseTkWP = calo.hwEmID & 0x2; bdt_eb_feature_t tk_chi2RPhi = pftk->trackWord().getChi2RPhi(); bdt_eb_feature_t tk_ptFrac = tk.floatPt() / sumTkPt; bdt_eb_feature_t cltk_ptRatio = crycl->pt() / tk.floatPt(); @@ -409,44 +359,6 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, bdt_eb_feature_t cltk_absDeta = fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()); bdt_eb_feature_t cltk_absDphi = fabs(r.floatGlbPhi(tk.hwPhi) - crycl->phi()); - // if(crycl->pt() > 70) { - // std::cout << "--- New pair" << std::endl; - // std::cout << " Cluster: pt: " << crycl->pt() << " eta: " << crycl->eta() << " phi: " << crycl->phi() << " isolation: " << crycl->isolation() - // << " digi: " << std::hex << uint64_t(pfcl->digiWord()) << std::dec << std:: endl; - // std::cout << " Track: pt: " << pftk->pt() << " eta: " << pftk->caloEta() << " phi: " << pftk->caloPhi() << std:: endl; - // std::cout << " dec pt: " << tk.floatPt() << " eta: " << r.floatGlbEta(tk.hwEta) << " deta: " << fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()) << " dec phi: " << r.floatGlbPhi(tk.hwPhi) << - // " dphi: " << fabs(crycl->phi() - r.floatGlbPhi(tk.hwPhi)) << std::endl; - - // std::cout << " . features: " - // << " cl_pt: " << cl_pt - // << " cl_ss: " << cl_ss - // << " cl_relIso: " << cl_relIso - // << " (float): " << crycl->isolation()/crycl->pt() - // << " cl_staWP: " << cl_staWP - // << " cl_looseTkWP: " << cl_looseTkWP - // << " tk_chi2RPhi: " << tk_chi2RPhi - // << " tk_ptFrac: " << tk_ptFrac - // << " cltk_ptRatio: " << cltk_ptRatio - // << " cltk_nTkMatch: " << cltk_nTkMatch - // << " cltk_absDeta: " << cltk_absDeta - // << " (float): " << fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()) - // << " cltk_absDphi: " << cltk_absDphi - // << " float: " << fabs(r.floatGlbPhi(tk.hwPhi)- crycl->phi()) - // << std::endl; - // } - // 400fb-1 7.5*10^34 -> 60gg - // "CryClu_pt", - // "CryClu_ss", - // "CryClu_relIso", - // "CryClu_standaloneWP", - // "CryClu_looseL1TkMatchWP", - // "Tk_chi2RPhi", - // "Tk_PtFrac", - // "PtRatio", - // "nMatch", - // "abs_dEta", - // "abs_dPhi", - // Run BDT inference std::vector inputs = {cl_pt, cl_ss, @@ -459,6 +371,7 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, cltk_nTkMatch, cltk_absDeta, cltk_absDphi}; + auto *composite_bdt_eb_ = static_cast *>(model_); std::vector bdt_score = composite_bdt_eb_->decision_function(inputs); // std::cout << " out BDT score: " << bdt_score[0] << std::endl; return bdt_score[0] / 4; @@ -470,7 +383,6 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &ca const std::vector &emcalo, const std::vector &track, const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const { - // std::cout << "Endcap Piero Model" << std::endl; // Get the cluster/track objects that form the composite candidate const auto &calo = emcalo[cand.cluster_idx]; const auto &tk = track[cand.track_idx]; @@ -494,20 +406,6 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &ca bdt_ee_feature_t cltk_absDeta = fabs(cl3d->eta() - pftk->caloEta()); bdt_ee_feature_t cltk_absDphi = fabs(cl3d->phi() - pftk->caloPhi()); - // features=[ - // "HGCalClu_coreshowerlength", - // "HGCalClu_meanz", - // "HGCalClu_spptot", - // "HGCalClu_seetot", - // "HGCalClu_szz", - // "HGCalClu_multiClassPionIdScore", - // "HGCalClu_multiClassEmIdScore", - // "Tk_PtFrac", - // "PtRatio", - // "abs_dEta", - // "abs_dPhi", - // ] - // Run BDT inference std::vector inputs = {cl_coreshowerlength, cl_meanz, @@ -520,7 +418,7 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &ca cltk_ptRatio, cltk_absDeta, cltk_absDphi}; - + auto *composite_bdt_ee_ = static_cast *>(model_); std::vector bdt_score = composite_bdt_ee_->decision_function(inputs); // std::cout << " out BDT score: " << bdt_score[0] << std::endl; return bdt_score[0] / 4; @@ -550,6 +448,7 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score(CompositeCandidate &cand, // Run BDT inference std::vector inputs = {tkpt, hoe, srrtot, deta, dphi, dpt, meanz, nstubs, chi2rphi, chi2rz, chi2bend}; + auto *composite_bdt_ = static_cast *>(model_); std::vector bdt_score = composite_bdt_->decision_function(inputs); return bdt_score[0] / 4; @@ -593,16 +492,11 @@ void PFTkEGAlgoEmulator::run(const PFInputRegion &in, OutputRegion &out) const { std::vector emCalo2tk(emcalo_sel.size(), -1); std::vector emCaloTkBdtScore(emcalo_sel.size(), 0); - if (cfg.algorithm == 0) { + if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::elliptic) { link_emCalo2tk_elliptic(in.region, emcalo_sel, in.track, emCalo2tk); - } else if (cfg.algorithm == 1) { - link_emCalo2tk_composite(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); - } else if (cfg.algorithm == 2 || cfg.algorithm == 3) { + } else { link_emCalo2tk_composite_eb_ee(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); } - // else if(cfg.algorithm == 3) { - // link_emCalo2tk_composite_ee(in.region, emcalo_sel, in.track, emCalo2tk, emCaloTkBdtScore); - // } out.egsta.clear(); std::vector egobjs; @@ -737,11 +631,10 @@ EGIsoEleObjEmu &PFTkEGAlgoEmulator::addEGIsoEleToPF(std::vector egiso.hwEta = calo.hwEta; egiso.hwPhi = calo.hwPhi; unsigned int egHwQual = hwQual; - if (cfg.algorithm == 1) { + if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v0) { // tight ele WP is set for tight BDT score egHwQual = (hwQual & 0x9) | ((bdtScore >= cfg.compIDparams.bdtScore_tight_wp) << 1); - } else if (cfg.algorithm == 2) { - // std::cout << "alog 2 WPs" << std::endl; + } else if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEB_v0) { vector pt_bins = {0, 5, 10, 20, 30, 50}; vector tight_wps = {0.19, 0.05, -0.35, -0.45, -0.5, -0.38}; @@ -756,8 +649,7 @@ EGIsoEleObjEmu &PFTkEGAlgoEmulator::addEGIsoEleToPF(std::vector // tight ele WP is set for tight BDT score egHwQual = (hwQual & 0x9) | (isTight << 1); - } else if (cfg.algorithm == 3) { - // std::cout << "alog 3 WPs" << std::endl; + } else if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v1) { vector pt_bins = {0, 5, 10, 20, 30, 50}; vector tight_wps = { 1.2367626271489272, From 273c800eb1033f192caa8706ecf637f80f025070 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Wed, 11 Dec 2024 15:51:53 +0100 Subject: [PATCH 11/22] Remove redundant conifer header --- .../interface/HGC3DClusterID.h | 7 +- .../interface/conifer_cpp.h | 157 ------------------ .../interface/l1-converters/hgcalinput_ref.h | 77 ++++----- 3 files changed, 39 insertions(+), 202 deletions(-) delete mode 100644 L1Trigger/Phase2L1ParticleFlow/interface/conifer_cpp.h diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h index 058d24526113f..11213bee7b71e 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterID.h @@ -9,8 +9,8 @@ #include "CommonTools/Utils/interface/StringObjectFunction.h" #include "DataFormats/L1TParticleFlow/interface/layer1_emulator.h" -//#include "conifer.h" -#include "conifer_cpp.h" +// FIXME: move to include from external package +#include "L1Trigger/Phase2L1ParticleFlow/interface/conifer.h" #include #include @@ -56,8 +56,7 @@ namespace l1tpf { std::vector variables_; - }; //class -}; // namespace l1tpf +}; // namespace l1tpf #endif diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/conifer_cpp.h b/L1Trigger/Phase2L1ParticleFlow/interface/conifer_cpp.h deleted file mode 100644 index ec28ff6e72805..0000000000000 --- a/L1Trigger/Phase2L1ParticleFlow/interface/conifer_cpp.h +++ /dev/null @@ -1,157 +0,0 @@ -#ifndef CONIFER_CPP_H__ -#define CONIFER_CPP_H__ -#include "nlohmann/json.hpp" -#include -#include - -namespace conifer{ - -/* --- -* Balanced tree reduce implementation. -* Reduces an array of inputs to a single value using the template binary operator 'Op', -* for example summing all elements with Op_add, or finding the maximum with Op_max -* Use only when the input array is fully unrolled. Or, slice out a fully unrolled section -* before applying and accumulate the result over the rolled dimension. -* Required for emulation to guarantee equality of ordering. -* --- */ -constexpr int floorlog2(int x) { return (x < 2) ? 0 : 1 + floorlog2(x / 2); } - -template -constexpr int pow(int x) { - return x == 0 ? 1 : B * pow(x - 1); -} - -constexpr int pow2(int x) { return pow<2>(x); } - -template -T reduce(std::vector x, Op op) { - int N = x.size(); - int leftN = pow2(floorlog2(N - 1)) > 0 ? pow2(floorlog2(N - 1)) : 0; - //static constexpr int rightN = N - leftN > 0 ? N - leftN : 0; - if (N == 1) { - return x.at(0); - } else if (N == 2) { - return op(x.at(0), x.at(1)); - } else { - std::vector left(x.begin(), x.begin() + leftN); - std::vector right(x.begin() + leftN, x.end()); - return op(reduce(left, op), reduce(right, op)); - } -} - -template -class OpAdd { -public: - T operator()(T a, T b) { return a + b; } -}; - -template -class DecisionTree{ - -private: - std::vector feature; - std::vector children_left; - std::vector children_right; - std::vector threshold_; - std::vector value_; - std::vector threshold; - std::vector value; - -public: - - U decision_function(std::vector x) const{ - /* Do the prediction */ - int i = 0; - while(feature[i] != -2){ // continue until reaching leaf - bool comparison = x[feature[i]] < threshold_[i]; - i = comparison ? children_left[i] : children_right[i]; - } - return value_[i]; - } - - void init_(){ - /* Since T, U types may not be readable from the JSON, read them to double and the cast them here */ - std::transform(threshold.begin(), threshold.end(), std::back_inserter(threshold_), - [](double t) -> T { return (T) t; }); - std::transform(value.begin(), value.end(), std::back_inserter(value_), - [](double v) -> U { return (U) v; }); - } - - // Define how to read this class to/from JSON - NLOHMANN_DEFINE_TYPE_INTRUSIVE(DecisionTree, feature, children_left, children_right, threshold, value); - -}; // class DecisionTree - -template -class BDT{ - -private: - - unsigned int n_classes; - unsigned int n_trees; - unsigned int n_features; - std::vector init_predict; - std::vector init_predict_; - // vector of decision trees: outer dimension tree, inner dimension class - std::vector>> trees; - OpAdd add; - -public: - - // Define how to read this class to/from JSON - NLOHMANN_DEFINE_TYPE_INTRUSIVE(BDT, n_classes, n_trees, n_features, init_predict, trees); - - BDT(std::string filename){ - /* Construct the BDT from conifer cpp backend JSON file */ - std::ifstream ifs(filename); - nlohmann::json j = nlohmann::json::parse(ifs); - from_json(j, *this); - /* Do some transformation to initialise things into the proper emulation T, U types */ - if(n_classes == 2) n_classes = 1; - std::transform(init_predict.begin(), init_predict.end(), std::back_inserter(init_predict_), - [](double ip) -> U { return (U) ip; }); - for(unsigned int i = 0; i < n_trees; i++){ - for(unsigned int j = 0; j < n_classes; j++){ - trees.at(i).at(j).init_(); - } - } - } - - std::vector decision_function(std::vector x) const{ - /* Do the prediction */ - assert("Size of feature vector mismatches expected n_features" && x.size() == n_features); - std::vector values; - std::vector> values_trees; - values_trees.resize(n_classes); - values.resize(n_classes, U(0)); - for(unsigned int i = 0; i < n_classes; i++){ - std::transform(trees.begin(), trees.end(), std::back_inserter(values_trees.at(i)), - [&i, &x](auto tree_v){ return tree_v.at(i).decision_function(x); }); - if(useAddTree){ - values.at(i) = init_predict_.at(i); - values.at(i) += reduce>(values_trees.at(i), add); - }else{ - values.at(i) = std::accumulate(values_trees.at(i).begin(), values_trees.at(i).end(), U(init_predict_.at(i))); - } - } - - return values; - } - - std::vector _decision_function_double(std::vector x) const{ - /* Do the prediction with data in/out as double, cast to T, U before prediction */ - std::vector xt; - std::transform(x.begin(), x.end(), std::back_inserter(xt), - [](double xi) -> T { return (T) xi; }); - std::vector y = decision_function(xt); - std::vector yd; - std::transform(y.begin(), y.end(), std::back_inserter(yd), - [](U yi) -> double { return (double) yi; }); - return yd; - } - -}; // class BDT - -} // namespace conifer - -#endif diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h b/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h index 8a8bdf46a6af8..e281a61425ab3 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h @@ -3,8 +3,8 @@ #include "DataFormats/L1TParticleFlow/interface/layer1_emulator.h" #include "L1Trigger/Phase2L1ParticleFlow/interface/corrector.h" -// FIXME: move to the correct include -#include "L1Trigger/Phase2L1ParticleFlow/interface/conifer_cpp.h" +// FIXME: move to the include from external package +#include "L1Trigger/Phase2L1ParticleFlow/interface/conifer.h" namespace edm { class ParameterSet; @@ -14,58 +14,53 @@ namespace edm { namespace l1ct { class HgcalClusterDecoderEmulator { public: - HgcalClusterDecoderEmulator( - const std::string &model, - const std::vector &wp_pt, - const std::vector &wp_PU, - const std::vector &wp_Pi, - const std::vector &wp_EgEm, - const std::vector &wp_PFEm, bool slim = false); + HgcalClusterDecoderEmulator(const std::string &model, + const std::vector &wp_pt, + const std::vector &wp_PU, + const std::vector &wp_Pi, + const std::vector &wp_EgEm, + const std::vector &wp_PFEm, + bool slim = false); HgcalClusterDecoderEmulator(const edm::ParameterSet &pset); class MultiClassID { - public: - typedef ap_fixed<20, 10> bdt_feature_t; - typedef ap_fixed<20, 6> bdt_score_t; - - MultiClassID(const std::string &model, - const std::vector &wp_pt, - const std::vector &wp_PU, - const std::vector &wp_Pi, - const std::vector &wp_EgEm, - const std::vector &wp_PFEm); - MultiClassID(const edm::ParameterSet &pset); - static edm::ParameterSetDescription getParameterSetDescription(); - - bool evaluate(l1ct::HadCaloObjEmu &cl, const std::vector &input) const; - - void softmax(const float rawScores[3], float scores[3]) const; - - - private: - - std::vector wp_pt_; - std::vector wp_PU_; - std::vector wp_Pi_; - std::vector wp_EgEm_; - std::vector wp_PFEm_; - - conifer::BDT *multiclass_bdt_; - + public: + typedef ap_fixed<20, 10> bdt_feature_t; + typedef ap_fixed<20, 6> bdt_score_t; + + MultiClassID(const std::string &model, + const std::vector &wp_pt, + const std::vector &wp_PU, + const std::vector &wp_Pi, + const std::vector &wp_EgEm, + const std::vector &wp_PFEm); + MultiClassID(const edm::ParameterSet &pset); + static edm::ParameterSetDescription getParameterSetDescription(); + + bool evaluate(l1ct::HadCaloObjEmu &cl, const std::vector &input) const; + + void softmax(const float rawScores[3], float scores[3]) const; + + private: + std::vector wp_pt_; + std::vector wp_PU_; + std::vector wp_Pi_; + std::vector wp_EgEm_; + std::vector wp_PFEm_; + + conifer::BDT *multiclass_bdt_; }; - ~HgcalClusterDecoderEmulator(); static edm::ParameterSetDescription getParameterSetDescription(); l1ct::HadCaloObjEmu decode(const l1ct::PFRegionEmu §or, const ap_uint<256> &in, bool &valid) const; + private: bool slim_; l1ct::HgcalClusterDecoderEmulator::MultiClassID multiclass_id_; - l1tpf::corrector corrector_; // FIXME: need to work outside of CMSSW as well: emulator version - - + l1tpf::corrector corrector_; // FIXME: need to work outside of CMSSW as well: emulator version }; } // namespace l1ct From f30bff2508b03087f46e9bd8b324fdf05b759fd8 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Thu, 12 Dec 2024 12:19:48 +0100 Subject: [PATCH 12/22] Add chi2 to Tk format for PF and start adding ID prob to calo clusters introducing custom packing/unpacking for barrel/endcap --- .../L1TParticleFlow/interface/datatypes.h | 3 + .../interface/layer1_emulator.h | 2 +- .../L1TParticleFlow/interface/layer1_objs.h | 205 ++++++++++++++++-- .../L1TCorrelatorLayer1PatternFileWriter.cc | 8 +- .../src/l1-converters/tkinput_ref.cpp | 4 +- .../src/pf/pfalgo2hgc_ref.cpp | 2 +- .../src/pf/pfalgo3_ref.cpp | 4 +- 7 files changed, 198 insertions(+), 30 deletions(-) diff --git a/DataFormats/L1TParticleFlow/interface/datatypes.h b/DataFormats/L1TParticleFlow/interface/datatypes.h index ef54b788552b7..fe33641b3aab4 100644 --- a/DataFormats/L1TParticleFlow/interface/datatypes.h +++ b/DataFormats/L1TParticleFlow/interface/datatypes.h @@ -35,6 +35,8 @@ namespace l1ct { typedef ap_uint<4> redChi2Bin_t; typedef ap_fixed<10, 1, AP_RND_CONV, AP_SAT> id_score_t; // ID score to be between -1 (background) and 1 (signal) typedef ap_ufixed<10, 1, AP_RND, AP_SAT> b_tag_score_t; // result_t from the NN is still apx_fixed<16,6> + //FIXME: no optimization for now + typedef ap_ufixed<8, 1, AP_RND_CONV, AP_SAT> id_prob_t; // ID prob between 0 and 1 (signal) // FIXME: adjust range 10-11bits -> 1/4 - 1/2TeV is probably more than enough for all reasonable use cases typedef ap_ufixed<11, 9, AP_TRN, AP_SAT> iso_t; @@ -176,6 +178,7 @@ namespace l1ct { inline float floatMeanZ(meanz_t meanz) { return meanz + MEANZ_OFFSET; }; inline float floatHoe(hoe_t hoe) { return hoe.to_float(); }; inline float floatIDScore(id_score_t score) { return score.to_float(); }; + inline float floatIDProb(id_prob_t prob) { return prob.to_float(); }; inline float floatBtagScore(b_tag_score_t b_tag_score) { return b_tag_score.to_float(); } inline pt_t makePt(int pt) { return ap_ufixed<16, 14>(pt) >> 2; } diff --git a/DataFormats/L1TParticleFlow/interface/layer1_emulator.h b/DataFormats/L1TParticleFlow/interface/layer1_emulator.h index 22fae8c57df05..869eb7ae9bbdb 100644 --- a/DataFormats/L1TParticleFlow/interface/layer1_emulator.h +++ b/DataFormats/L1TParticleFlow/interface/layer1_emulator.h @@ -337,7 +337,7 @@ namespace l1ct { }; struct Event { - enum { VERSION = 13 }; + enum { VERSION = 14 }; uint32_t run, lumi; uint64_t event; RawInputs raw; diff --git a/DataFormats/L1TParticleFlow/interface/layer1_objs.h b/DataFormats/L1TParticleFlow/interface/layer1_objs.h index 48af69b993de1..5a31ea22376ac 100644 --- a/DataFormats/L1TParticleFlow/interface/layer1_objs.h +++ b/DataFormats/L1TParticleFlow/interface/layer1_objs.h @@ -15,10 +15,15 @@ namespace l1ct { srrtot_t hwSrrTot; meanz_t hwMeanZ; hoe_t hwHoe; + id_prob_t hwPiProb; + id_prob_t hwEgProb; + + // NOTE: empty objects will have hwPiProb = 0, hwEmID = 0, hwPuProb = 1 + id_prob_t hwPuProb() const { return id_prob_t(1) - hwPiProb - hwEgProb; } inline bool operator==(const HadCaloObj &other) const { return hwPt == other.hwPt && hwEta == other.hwEta && hwPhi == other.hwPhi && hwEmPt == other.hwEmPt && - hwEmID == other.hwEmID && hwSrrTot == other.hwSrrTot && hwMeanZ == other.hwMeanZ && hwHoe == other.hwHoe; + hwEmID == other.hwEmID && hwSrrTot == other.hwSrrTot && hwMeanZ == other.hwMeanZ && hwHoe == other.hwHoe && hwPiProb == other.hwPiProb && hwEgProb == other.hwEgProb; } inline bool operator>(const HadCaloObj &other) const { return hwPt > other.hwPt; } @@ -33,6 +38,8 @@ namespace l1ct { hwSrrTot = 0; hwMeanZ = 0; hwHoe = 0; + hwPiProb = 0; + hwEgProb = 0; } int intPt() const { return Scales::intPt(hwPt); } @@ -46,12 +53,81 @@ namespace l1ct { float floatSrrTot() const { return Scales::floatSrrTot(hwSrrTot); }; float floatMeanZ() const { return Scales::floatMeanZ(hwMeanZ); }; float floatHoe() const { return Scales::floatHoe(hwHoe); }; + float floatPiID() const { return Scales::floatIDProb(hwPiProb); }; + float floatEmID() const { return Scales::floatIDProb(hwEmID); }; + float floatPuID() const { return Scales::floatIDProb(hwPuProb()); }; bool hwIsEM() const { return hwEmID != 0; } - static const int BITWIDTH_SLIM = pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width; + static const int BITWIDTH_BARREL_SLIM = pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width; + static const int BITWIDTH_ENDCAP_SLIM = pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width + id_prob_t::width + id_prob_t::width; - static const int BITWIDTH = BITWIDTH_SLIM + srrtot_t::width + meanz_t::width + hoe_t::width; + static const int BITWIDTH_BARREL = BITWIDTH_BARREL_SLIM; // FIXME: add barrel isolation + static const int BITWIDTH_ENDCAP = BITWIDTH_ENDCAP_SLIM + srrtot_t::width + meanz_t::width + hoe_t::width; + + inline ap_uint pack_endcap() const { + ap_uint ret; + unsigned int start = 0; + pack_into_bits(ret, start, hwPt); + pack_into_bits(ret, start, hwEta); + pack_into_bits(ret, start, hwPhi); + pack_into_bits(ret, start, hwEmPt); + pack_into_bits(ret, start, hwEmID); + pack_into_bits(ret, start, hwPiProb); + pack_into_bits(ret, start, hwEgProb); + pack_into_bits(ret, start, hwSrrTot); + pack_into_bits(ret, start, hwMeanZ); + pack_into_bits(ret, start, hwHoe); + return ret; + } + + inline ap_uint pack_endcap_slim() const { return pack_endcap()(BITWIDTH_ENDCAP_SLIM - 1, 0); } + + inline ap_uint pack_barrel() const { + ap_uint ret; + unsigned int start = 0; + pack_into_bits(ret, start, hwPt); + pack_into_bits(ret, start, hwEta); + pack_into_bits(ret, start, hwPhi); + pack_into_bits(ret, start, hwEmPt); + pack_into_bits(ret, start, hwEmID); + return ret; + } + + inline ap_uint pack_barrel_slim() const { return pack_barrel()(BITWIDTH_BARREL_SLIM - 1, 0); } + + + inline static HadCaloObj unpack_barrel(const ap_uint &src) { + HadCaloObj ret; + unsigned int start = 0; + unpack_from_bits(src, start, ret.hwPt); + unpack_from_bits(src, start, ret.hwEta); + unpack_from_bits(src, start, ret.hwPhi); + unpack_from_bits(src, start, ret.hwEmPt); + unpack_from_bits(src, start, ret.hwEmID); + return ret; + } + + inline static HadCaloObj unpack_endcap(const ap_uint &src) { + HadCaloObj ret; + unsigned int start = 0; + unpack_from_bits(src, start, ret.hwPt); + unpack_from_bits(src, start, ret.hwEta); + unpack_from_bits(src, start, ret.hwPhi); + unpack_from_bits(src, start, ret.hwEmPt); + unpack_from_bits(src, start, ret.hwEmID); + unpack_from_bits(src, start, ret.hwPiProb); + unpack_from_bits(src, start, ret.hwEgProb); + unpack_from_bits(src, start, ret.hwSrrTot); + unpack_from_bits(src, start, ret.hwMeanZ); + unpack_from_bits(src, start, ret.hwHoe); + return ret; + } + #ifndef __SYNTHESIS__ + // NOTE: The generic pack/unpack functions are not meant to be used in the firmware but only + // to read/dump the emulator data to/from files. + // The firmware implementation should actually use the specific pack/unpack implementations + static const int BITWIDTH = pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width + id_prob_t::width + id_prob_t::width + srrtot_t::width + meanz_t::width + hoe_t::width; inline ap_uint pack() const { ap_uint ret; @@ -61,6 +137,8 @@ namespace l1ct { pack_into_bits(ret, start, hwPhi); pack_into_bits(ret, start, hwEmPt); pack_into_bits(ret, start, hwEmID); + pack_into_bits(ret, start, hwPiProb); + pack_into_bits(ret, start, hwEgProb); pack_into_bits(ret, start, hwSrrTot); pack_into_bits(ret, start, hwMeanZ); pack_into_bits(ret, start, hwHoe); @@ -75,13 +153,14 @@ namespace l1ct { unpack_from_bits(src, start, ret.hwPhi); unpack_from_bits(src, start, ret.hwEmPt); unpack_from_bits(src, start, ret.hwEmID); + unpack_from_bits(src, start, ret.hwPiProb); + unpack_from_bits(src, start, ret.hwEgProb); unpack_from_bits(src, start, ret.hwSrrTot); unpack_from_bits(src, start, ret.hwMeanZ); unpack_from_bits(src, start, ret.hwHoe); return ret; } - - inline ap_uint pack_slim() const { return pack()(BITWIDTH_SLIM - 1, 0); } + #endif }; inline void clear(HadCaloObj &c) { c.clear(); } @@ -94,10 +173,13 @@ namespace l1ct { srrtot_t hwSrrTot; meanz_t hwMeanZ; hoe_t hwHoe; + id_prob_t hwPiProb; + id_prob_t hwEgProb; + inline bool operator==(const EmCaloObj &other) const { return hwPt == other.hwPt && hwEta == other.hwEta && hwPhi == other.hwPhi && hwPtErr == other.hwPtErr && - hwEmID == other.hwEmID && hwSrrTot == other.hwSrrTot && hwMeanZ == other.hwMeanZ && hwHoe == other.hwHoe; + hwEmID == other.hwEmID && hwSrrTot == other.hwSrrTot && hwMeanZ == other.hwMeanZ && hwHoe == other.hwHoe && hwPiProb == other.hwPiProb && hwEgProb == other.hwEgProb; } inline bool operator>(const EmCaloObj &other) const { return hwPt > other.hwPt; } @@ -112,8 +194,13 @@ namespace l1ct { hwSrrTot = 0; hwMeanZ = 0; hwHoe = 0; + hwPiProb = 0; + hwEgProb = 0; } + // NOTE: empty objects will have hwPiProb = 0, hwEgProb = 0, hwPuProb = 1 + id_prob_t hwPuID() const { return id_prob_t(1) - hwPiProb - hwEgProb; } + int intPt() const { return Scales::intPt(hwPt); } int intPtErr() const { return Scales::intPt(hwPtErr); } int intEta() const { return hwEta.to_int(); } @@ -125,10 +212,83 @@ namespace l1ct { float floatSrrTot() const { return Scales::floatSrrTot(hwSrrTot); }; float floatMeanZ() const { return Scales::floatMeanZ(hwMeanZ); }; float floatHoe() const { return Scales::floatHoe(hwHoe); }; + float floatPiID() const { return Scales::floatIDProb(hwPiProb); }; + float floatEmID() const { return Scales::floatIDProb(hwEmID); }; + float floatPuID() const { return Scales::floatIDProb(hwPuID()); }; - static const int BITWIDTH_SLIM = pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width; + static const int BITWIDTH_BARREL_SLIM = pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width; + static const int BITWIDTH_ENDCAP_SLIM = pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width + id_prob_t::width + id_prob_t::width; - static const int BITWIDTH = BITWIDTH_SLIM + srrtot_t::width + meanz_t::width + hoe_t::width; + static const int BITWIDTH_BARREL = BITWIDTH_BARREL_SLIM; // FIXME: add barrel isolation + static const int BITWIDTH_ENDCAP = BITWIDTH_ENDCAP_SLIM + srrtot_t::width + meanz_t::width + hoe_t::width; + + inline ap_uint pack_endcap() const { + ap_uint ret; + unsigned int start = 0; + pack_into_bits(ret, start, hwPt); + pack_into_bits(ret, start, hwEta); + pack_into_bits(ret, start, hwPhi); + pack_into_bits(ret, start, hwPtErr); + pack_into_bits(ret, start, hwEmID); + pack_into_bits(ret, start, hwPiProb); + pack_into_bits(ret, start, hwEgProb); + pack_into_bits(ret, start, hwSrrTot); + pack_into_bits(ret, start, hwMeanZ); + pack_into_bits(ret, start, hwHoe); + return ret; + } + + inline ap_uint pack_endcap_slim() const { return pack_endcap()(BITWIDTH_ENDCAP_SLIM - 1, 0); } + + inline ap_uint pack_barrel() const { + ap_uint ret; + unsigned int start = 0; + pack_into_bits(ret, start, hwPt); + pack_into_bits(ret, start, hwEta); + pack_into_bits(ret, start, hwPhi); + pack_into_bits(ret, start, hwPtErr); + pack_into_bits(ret, start, hwEmID); + return ret; + } + + inline ap_uint pack_barrel_slim() const { return pack_barrel()(BITWIDTH_BARREL_SLIM - 1, 0); } + + + inline static EmCaloObj unpack_barrel(const ap_uint &src) { + EmCaloObj ret; + unsigned int start = 0; + unpack_from_bits(src, start, ret.hwPt); + unpack_from_bits(src, start, ret.hwEta); + unpack_from_bits(src, start, ret.hwPhi); + unpack_from_bits(src, start, ret.hwPtErr); + unpack_from_bits(src, start, ret.hwEmID); + return ret; + } + + inline static EmCaloObj unpack_endcap(const ap_uint &src) { + EmCaloObj ret; + unsigned int start = 0; + unpack_from_bits(src, start, ret.hwPt); + unpack_from_bits(src, start, ret.hwEta); + unpack_from_bits(src, start, ret.hwPhi); + unpack_from_bits(src, start, ret.hwPtErr); + unpack_from_bits(src, start, ret.hwEmID); + unpack_from_bits(src, start, ret.hwPiProb); + unpack_from_bits(src, start, ret.hwEgProb); + unpack_from_bits(src, start, ret.hwSrrTot); + unpack_from_bits(src, start, ret.hwMeanZ); + unpack_from_bits(src, start, ret.hwHoe); + return ret; + } + + + + #ifndef __SYNTHESIS__ + // NOTE: The generic pack/unpack functions are not meant to be used in the firmware but only + // to read/dump the emulator data to/from files. + // The firmware implementation should actually use the specific pack/unpack implementations + + static const int BITWIDTH = pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width + id_prob_t::width + id_prob_t::width + srrtot_t::width + meanz_t::width + hoe_t::width; inline ap_uint pack() const { ap_uint ret; @@ -138,6 +298,8 @@ namespace l1ct { pack_into_bits(ret, start, hwPhi); pack_into_bits(ret, start, hwPtErr); pack_into_bits(ret, start, hwEmID); + pack_into_bits(ret, start, hwPiProb); + pack_into_bits(ret, start, hwEgProb); pack_into_bits(ret, start, hwSrrTot); pack_into_bits(ret, start, hwMeanZ); pack_into_bits(ret, start, hwHoe); @@ -151,14 +313,14 @@ namespace l1ct { unpack_from_bits(src, start, ret.hwPhi); unpack_from_bits(src, start, ret.hwPtErr); unpack_from_bits(src, start, ret.hwEmID); + unpack_from_bits(src, start, ret.hwPiProb); + unpack_from_bits(src, start, ret.hwEgProb); unpack_from_bits(src, start, ret.hwSrrTot); unpack_from_bits(src, start, ret.hwMeanZ); unpack_from_bits(src, start, ret.hwHoe); - return ret; } - - inline ap_uint pack_slim() const { return pack()(BITWIDTH_SLIM - 1, 0); } + #endif }; inline void clear(EmCaloObj &c) { c.clear(); } @@ -172,11 +334,11 @@ namespace l1ct { z0_t hwZ0; dxy_t hwDxy; tkquality_t hwQuality; - stub_t hwStubs; - redChi2Bin_t hwRedChi2RZ; // 4 bits redChi2Bin_t hwRedChi2RPhi; // 4 bits + redChi2Bin_t hwRedChi2RZ; // 4 bits //FIXME: 3 bits would be enough redChi2Bin_t hwRedChi2Bend; // 4 bits + stub_t hwStubs; enum TkQuality { PFLOOSE = 1, PFTIGHT = 2 }; bool isPFLoose() const { return hwQuality[0]; } @@ -204,10 +366,10 @@ namespace l1ct { hwDxy = 0; hwCharge = false; hwQuality = 0; - hwStubs = 0; - hwRedChi2RZ = 0; hwRedChi2RPhi = 0; + hwRedChi2RZ = 0; hwRedChi2Bend = 0; + hwStubs = 0; } int intPt() const { return Scales::intPt(hwPt); } @@ -227,10 +389,10 @@ namespace l1ct { float floatDxy() const { return Scales::floatDxy(hwDxy); } static const int BITWIDTH_SLIM = pt_t::width + eta_t::width + phi_t::width + tkdeta_t::width + tkdphi_t::width + 1 + - z0_t::width + dxy_t::width + tkquality_t::width; + z0_t::width + dxy_t::width + tkquality_t::width + redChi2Bin_t::width; static const int BITWIDTH = - BITWIDTH_SLIM + stub_t::width + redChi2Bin_t::width + redChi2Bin_t::width + redChi2Bin_t::width; + BITWIDTH_SLIM + redChi2Bin_t::width + redChi2Bin_t::width + stub_t::width; inline ap_uint pack() const { ap_uint ret; @@ -244,10 +406,11 @@ namespace l1ct { pack_into_bits(ret, start, hwZ0); pack_into_bits(ret, start, hwDxy); pack_into_bits(ret, start, hwQuality); - pack_into_bits(ret, start, hwStubs); - pack_into_bits(ret, start, hwRedChi2RZ); pack_into_bits(ret, start, hwRedChi2RPhi); + pack_into_bits(ret, start, hwRedChi2RZ); pack_into_bits(ret, start, hwRedChi2Bend); + pack_into_bits(ret, start, hwStubs); + return ret; } inline static TkObj unpack(const ap_uint &src) { @@ -262,10 +425,10 @@ namespace l1ct { unpack_from_bits(src, start, ret.hwZ0); unpack_from_bits(src, start, ret.hwDxy); unpack_from_bits(src, start, ret.hwQuality); - unpack_from_bits(src, start, ret.hwStubs); - unpack_from_bits(src, start, ret.hwRedChi2RZ); unpack_from_bits(src, start, ret.hwRedChi2RPhi); + unpack_from_bits(src, start, ret.hwRedChi2RZ); unpack_from_bits(src, start, ret.hwRedChi2Bend); + unpack_from_bits(src, start, ret.hwStubs); return ret; } inline ap_uint pack_slim() const { return pack()(BITWIDTH_SLIM - 1, 0); } diff --git a/L1Trigger/Phase2L1ParticleFlow/src/L1TCorrelatorLayer1PatternFileWriter.cc b/L1Trigger/Phase2L1ParticleFlow/src/L1TCorrelatorLayer1PatternFileWriter.cc index fe9c70f857ecf..70a689e764041 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/L1TCorrelatorLayer1PatternFileWriter.cc +++ b/L1Trigger/Phase2L1ParticleFlow/src/L1TCorrelatorLayer1PatternFileWriter.cc @@ -383,7 +383,7 @@ void L1TCorrelatorLayer1PatternFileWriter::writeBarrelGCT(const l1ct::Event& eve for (unsigned int i = 0; i < gctLinksHad_; ++i, ++iLink) { ret.clear(); for (unsigned int iHad = i; iHad < nHad; iHad += gctLinksHad_) { - ret.emplace_back(had[iHad].pack()); + ret.emplace_back(had[iHad].pack_barrel()); } if (ret.empty()) ret.emplace_back(0); @@ -392,7 +392,7 @@ void L1TCorrelatorLayer1PatternFileWriter::writeBarrelGCT(const l1ct::Event& eve for (unsigned int i = 0; i < gctLinksEcal_; ++i, ++iLink) { ret.clear(); for (unsigned int iEcal = i; iEcal < nEcal; iEcal += gctLinksEcal_) { - ret.emplace_back(ecal[iEcal].pack()); + ret.emplace_back(ecal[iEcal].pack_barrel()); } if (ret.empty()) ret.emplace_back(0); @@ -405,7 +405,7 @@ void L1TCorrelatorLayer1PatternFileWriter::writeBarrelGCT(const l1ct::Event& eve for (unsigned int iclock = 0, nem = ecal.size(); iclock < NCLK_EM; ++iclock) { if (iclock < nem) { l1ct::MiddleBufferMultififoRegionizerEmulator::encode(ecal[iclock], tmp); - ret[iclock] = tmp.pack(); + ret[iclock] = tmp.pack_barrel(); } else { ret[iclock] = 0; } @@ -413,7 +413,7 @@ void L1TCorrelatorLayer1PatternFileWriter::writeBarrelGCT(const l1ct::Event& eve for (unsigned int ihad = 0, iclock = NCLK_EM, nhad = had.size(); iclock < NCLK_TOT && ihad < nhad; ++iclock, ++ihad) { l1ct::MiddleBufferMultififoRegionizerEmulator::encode(had[ihad], tmp); - ret[iclock] = tmp.pack(); + ret[iclock] = tmp.pack_barrel(); } out.add(l1t::demo::LinkId{"gct", iS * 10}, ret); } diff --git a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/tkinput_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/tkinput_ref.cpp index 21d5e71eab989..937dabe87a20a 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/tkinput_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/tkinput_ref.cpp @@ -196,6 +196,8 @@ std::pair l1ct::TrackInputEmulator::decodeTrack(ap_uint<96 ret.hwEta = vtxEta - ret.hwDEta; ret.hwPhi = vtxPhi - ret.hwDPhi * ret.intCharge(); ret.hwZ0 = convZ0(z0); + ret.hwRedChi2RPhi = tkword(67, 64); + } else { ret.hwPt = l1ct::Scales::makePtFromFloat(floatPt(Rinv)); @@ -219,13 +221,13 @@ std::pair l1ct::TrackInputEmulator::decodeTrack(ap_uint<96 ret.hwEta = glbeta_t(std::round(fvtxEta)) - ret.hwDEta - sector.hwEtaCenter; ret.hwZ0 = l1ct::Scales::makeZ0(floatZ0(z0)); + ret.hwRedChi2RPhi = tkword(67, 64); } if (!slim) { ap_uint<7> w_hitPattern = tkword(15, 9); ret.hwStubs = countSetBits(w_hitPattern); ret.hwRedChi2RZ = tkword(35, 32); - ret.hwRedChi2RPhi = tkword(67, 64); ret.hwRedChi2Bend = tkword(18, 16); } diff --git a/L1Trigger/Phase2L1ParticleFlow/src/pf/pfalgo2hgc_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/pf/pfalgo2hgc_ref.cpp index bec78588a66ba..6869a84f224cc 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/pf/pfalgo2hgc_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/pf/pfalgo2hgc_ref.cpp @@ -119,7 +119,7 @@ void l1ct::PFAlgo2HGCEmulator::run(const PFInputRegion& in, OutputRegion& out) c int(in.region.isFiducial(in.hadcalo[i].hwEta, in.hadcalo[i].hwPhi)), in.region.floatGlbEtaOf(in.hadcalo[i]), in.region.floatGlbPhiOf(in.hadcalo[i]), - in.hadcalo[i].pack().to_string(16).c_str()); + in.hadcalo[i].pack_endcap().to_string(16).c_str()); } for (unsigned int i = 0; i < nMU; ++i) { if (in.muon[i].hwPt == 0) diff --git a/L1Trigger/Phase2L1ParticleFlow/src/pf/pfalgo3_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/pf/pfalgo3_ref.cpp index 9df780c81849c..0bb6ff36d4cc6 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/pf/pfalgo3_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/pf/pfalgo3_ref.cpp @@ -349,7 +349,7 @@ void l1ct::PFAlgo3Emulator::run(const PFInputRegion& in, OutputRegion& out) cons int(in.region.isFiducial(in.emcalo[i].hwEta, in.emcalo[i].hwPhi)), in.region.floatGlbEtaOf(in.emcalo[i]), in.region.floatGlbPhiOf(in.emcalo[i]), - in.emcalo[i].pack().to_string(16).c_str()); + in.emcalo[i].pack_barrel().to_string(16).c_str()); } for (unsigned int i = 0; i < nCALO; ++i) { if (in.hadcalo[i].hwPt == 0) @@ -370,7 +370,7 @@ void l1ct::PFAlgo3Emulator::run(const PFInputRegion& in, OutputRegion& out) cons int(in.region.isFiducial(in.hadcalo[i].hwEta, in.hadcalo[i].hwPhi)), in.region.floatGlbEtaOf(in.hadcalo[i]), in.region.floatGlbPhiOf(in.hadcalo[i]), - in.hadcalo[i].pack().to_string(16).c_str()); + in.hadcalo[i].pack_barrel().to_string(16).c_str()); } for (unsigned int i = 0; i < nMU; ++i) { if (in.muon[i].hwPt == 0) From 9b15abb03939d41dd7220efaa409204f7b7c4bd2 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Fri, 13 Dec 2024 15:51:47 +0100 Subject: [PATCH 13/22] Towards a more realistic implementation + some cleaning --- DataFormats/L1TCorrelator/src/TkEm.cc | 2 - .../L1TParticleFlow/interface/PFCluster.h | 5 --- .../plugins/DeregionizerProducer.cc | 43 ------------------- .../python/l1ctLayer1_cff.py | 4 +- .../src/HGC3DClusterID.cc | 10 ++--- .../src/egamma/pftkegalgo_ref.cpp | 42 +++++++++++------- 6 files changed, 31 insertions(+), 75 deletions(-) diff --git a/DataFormats/L1TCorrelator/src/TkEm.cc b/DataFormats/L1TCorrelator/src/TkEm.cc index 9758a14285c52..8a9f2cec03a6c 100644 --- a/DataFormats/L1TCorrelator/src/TkEm.cc +++ b/DataFormats/L1TCorrelator/src/TkEm.cc @@ -5,8 +5,6 @@ // #include "DataFormats/L1TCorrelator/interface/TkEm.h" -// FIXME: can remove -#include "DataFormats/Common/interface/RefToPtr.h" using namespace l1t; diff --git a/DataFormats/L1TParticleFlow/interface/PFCluster.h b/DataFormats/L1TParticleFlow/interface/PFCluster.h index 06d5c421fb3c8..cb013044304de 100644 --- a/DataFormats/L1TParticleFlow/interface/PFCluster.h +++ b/DataFormats/L1TParticleFlow/interface/PFCluster.h @@ -90,10 +90,6 @@ namespace l1t { void setPiIDScore(float score) { piIdScore_ = score; } float piIDScore() const { return piIdScore_; } - // Kyungmin - void setRho(float rho) { rho_ = rho; } // FIXME: is this still needed? - float getRho() const { return rho_; } - uint64_t digiWord() const { return digiData_; } void setDigiWord(uint64_t data) { digiData_ = data; @@ -104,7 +100,6 @@ namespace l1t { // HGC dedicated quantities (0ed by default) float absZBarycenter_, sigmaRR_; float puIdScore_, emIdScore_, piIdScore_; - float rho_; // Kyungmin ConstituentsAndFractions constituents_; uint64_t digiData_; diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/DeregionizerProducer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/DeregionizerProducer.cc index c49239a49fef3..8d0792837cb79 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/DeregionizerProducer.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/DeregionizerProducer.cc @@ -31,11 +31,6 @@ class DeregionizerProducer : public edm::stream::EDProducer<> { std::vector> outputRegions_; const unsigned int tmuxFactor_ = 6; // not really configurable in current architecture -// FIXME: cleanup comments - // std::unordered_map clusterRefMap_; - // std::unordered_map trackRefMap_; - // std::unordered_map muonRefMap_; - void produce(edm::Event &, const edm::EventSetup &) override; void hwToEdm_(const std::vector &hwOut, std::vector &edmOut) const; void setRefs_(l1t::PFCandidate &pf, const l1ct::PuppiObjEmu &p) const; @@ -55,10 +50,6 @@ DeregionizerProducer::DeregionizerProducer(const edm::ParameterSet &iConfig) DeregionizerProducer::~DeregionizerProducer() {} void DeregionizerProducer::produce(edm::Event &iEvent, const edm::EventSetup &iSetup) { - // clusterRefMap_.clear(); - // trackRefMap_.clear(); - // muonRefMap_.clear(); - auto deregColl = std::make_unique(); auto truncColl = std::make_unique(); @@ -85,9 +76,6 @@ void DeregionizerProducer::produce(edm::Event &iEvent, const edm::EventSetup &iS for (int i = 0, n = region.size(); i < n; ++i) { l1ct::PuppiObjEmu tempPuppi; const l1t::PFCandidate &cand = region[i]; - // clusterRefMap_[&cand] = cand.pfCluster(); - // trackRefMap_[&cand] = cand.pfTrack(); - // muonRefMap_[&cand] = cand.muon(); tempPuppi.initFromBits(cand.encodedPuppi64()); tempPuppi.srcCand = &cand; @@ -148,40 +136,9 @@ void DeregionizerProducer::hwToEdm_(const std::vector &hwOut, edmOut.back().setCaloPtr(hwPuppi.srcCand->caloPtr()); edmOut.back().setPFTrack(hwPuppi.srcCand->pfTrack()); edmOut.back().setMuon(hwPuppi.srcCand->muon()); - // setRefs_(edmOut.back(), hwPuppi); } } -// void DeregionizerProducer::setRefs_(l1t::PFCandidate &pf, const l1ct::PuppiObjEmu &p) const { -// if (p.srcCand) { -// auto match = clusterRefMap_.find(p.srcCand); -// if (match == clusterRefMap_.end()) { -// throw cms::Exception("CorruptData") << "Invalid cluster pointer in PF candidate id " << p.intId() << " pt " -// << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); -// } -// pf.setPFCluster(match->second); -// } -// if (p.srcCand) { -// auto match = trackRefMap_.find(p.srcCand); -// if (match == trackRefMap_.end()) { -// throw cms::Exception("CorruptData") << "Invalid track pointer in PF candidate id " << p.intId() << " pt " -// << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); -// } -// pf.setPFTrack(match->second); -// } -// if (p.srcCand) { -// auto match = muonRefMap_.find(p.srcCand); -// if (match == muonRefMap_.end()) { -// throw cms::Exception("CorruptData") << "Invalid muon pointer in PF candidate id " << p.intId() << " pt " -// << p.floatPt() << " eta " << p.floatEta() << " phi " << p.floatPhi(); -// } -// pf.setMuon(match->second); -// } -// pf.setCaloPtr(p.srcCand->caloPtr()); -// pf.setPFTrack(p.srcCand->pfTrack()); -// pf.setMuon(p.srcCand->muon()); -// } - void DeregionizerProducer::fillDescriptions(edm::ConfigurationDescriptions &descriptions) { edm::ParameterSetDescription desc; desc.add("RegionalPuppiCands", edm::InputTag("l1tLayer1", "PuppiRegional")); diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py index edcd7add3374d..3a74ca4d31622 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py @@ -5,7 +5,6 @@ from L1Trigger.Phase2L1ParticleFlow.l1tPFTracksFromL1Tracks_cfi import l1tPFTracksFromL1Tracks, l1tPFTracksFromL1TracksExtended from L1Trigger.Phase2L1ParticleFlow.l1tPFClustersFromL1EGClusters_cfi import l1tPFClustersFromL1EGClusters from L1Trigger.Phase2L1ParticleFlow.pfClustersFromCombinedCalo_cff import l1tPFClustersFromCombinedCaloHCal, l1tPFClustersFromCombinedCaloHF -from L1Trigger.Phase2L1ParticleFlow.l1tPFClustersFromHGC3DClusters_cfi import l1tPFClustersFromHGC3DClusters from L1Trigger.Phase2L1ParticleFlow.l1TkEgAlgoEmulator_cfi import tkEgAlgoParameters,tkEgSorterParameters @@ -93,7 +92,7 @@ compositeParametersTkEle = cms.PSet( model=cms.string("L1Trigger/Phase2L1ParticleFlow/data/egamma/compositeID_EB_v0.json"), loose_wp=cms.double(-9999), - tight_wp=cms.double(0.0527344), + tight_wp=cms.double(0.0263672), ) ), tkEgSorterAlgo = cms.string("Barrel"), @@ -608,7 +607,6 @@ l1tPFClustersFromL1EGClusters, l1tPFClustersFromCombinedCaloHCal, l1tPFClustersFromCombinedCaloHF, - l1tPFClustersFromHGC3DClusters, l1tPFTracksFromL1Tracks, l1tPFTracksFromL1TracksExtended ) diff --git a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc index ad52dfe289656..1d1646b3ffaeb 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc +++ b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc @@ -44,29 +44,27 @@ float l1tpf::HGC3DClusterID::evaluate(const l1t::HGCalMulticluster &cl, l1t::PFC cpf.setEmIDScore(emScore); cpf.setPiIDScore(piScore); - cpf.setRho(cl.pt()); - return maxScore; } bool l1tpf::HGC3DClusterID::passPuID(l1t::PFCluster &cpf, float maxScore) { - return (cpf.getRho() < 20 ? (cpf.puIDScore() > wp_PU[0]) : (cpf.puIDScore() > wp_PU[1])); + return (cpf.pt() < 20 ? (cpf.puIDScore() > wp_PU[0]) : (cpf.puIDScore() > wp_PU[1])); } bool l1tpf::HGC3DClusterID::passPFEmID(l1t::PFCluster &cpf, float maxScore) { - return (cpf.getRho() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); + return (cpf.pt() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); } bool l1tpf::HGC3DClusterID::passEgEmID(l1t::PFCluster &cpf, float maxScore) { - return (cpf.getRho() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); + return (cpf.pt() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); } bool l1tpf::HGC3DClusterID::passPiID(l1t::PFCluster &cpf, float maxScore) { - return (cpf.getRho() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.piIDScore() > wp_Pi[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.piIDScore() > wp_Pi[1]))); + return (cpf.pt() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.piIDScore() > wp_Pi[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.piIDScore() > wp_Pi[1]))); } diff --git a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp index 5a7bc19bdf71e..a495827c80acb 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp @@ -330,7 +330,7 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, } } -id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, +id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, // FIXME: remove CompositeCandidate &cand, float sumTkPt, unsigned int nTkMatch, @@ -340,24 +340,32 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, // Get the cluster/track objects that form the composite candidate const auto &calo = emcalo[cand.cluster_idx]; const auto &tk = track[cand.track_idx]; - const l1t::PFTrack *pftk = tk.src; const l1tp2::CaloCrystalCluster *crycl = dynamic_cast(calo.src); // Prepare the input features - // FIXME: use the EmCaloObj to get all the features - bdt_eb_feature_t cl_pt = crycl->pt(); + // FIXME: use the EmCaloObj and TkObj to get all the features + // FIXME: make sure that all input features end up in the PFCluster and PFTrack objects with the right precision + + // FIXME: 16 bit estimate for the inversion is approximate + ap_ufixed<16, 0> calo_invPt = l1ct::invert_with_shift, 1024>(calo.hwPt); + // NOTE: this could be computed once per cluster and passed directly to the function + ap_ufixed<16, 0> sumTk_invPt = l1ct::invert_with_shift, 1024>(pt_t(sumTkPt)); + ap_ufixed<16, 0> tk_invPt = l1ct::invert_with_shift, 1024>(tk.hwPt); + + constexpr std::array chi2RPhiBins = { + {0.0, 1.0, 1.5, 2.0, 2.5, 3.0, 3.5, 4.0, 5.0, 6.0, 10.0, 15.0, 20.0, 35.0, 60.0, 200.0}}; + + bdt_eb_feature_t cl_pt = calo.floatPt(); bdt_eb_feature_t cl_ss = crycl->e2x5() / crycl->e5x5(); - bdt_eb_feature_t cl_relIso = crycl->isolation() / crycl->pt(); + bdt_eb_feature_t cl_relIso = iso_t(crycl->isolation()) * calo_invPt; bdt_eb_feature_t cl_staWP = calo.hwEmID & 0x1; bdt_eb_feature_t cl_looseTkWP = calo.hwEmID & 0x2; - bdt_eb_feature_t tk_chi2RPhi = pftk->trackWord().getChi2RPhi(); - bdt_eb_feature_t tk_ptFrac = tk.floatPt() / sumTkPt; - bdt_eb_feature_t cltk_ptRatio = crycl->pt() / tk.floatPt(); + bdt_eb_feature_t tk_chi2RPhi = chi2RPhiBins[tk.hwRedChi2RPhi.to_int()]; // FIXME: should switch to bin # + bdt_eb_feature_t tk_ptFrac = tk.hwPt * sumTk_invPt; // FIXME: could this become sum_tk/calo pt? + bdt_eb_feature_t cltk_ptRatio = calo.hwPt * tk_invPt; // FIXME: che we use the inverse so that we compute the inverse of caloPt once? bdt_eb_feature_t cltk_nTkMatch = nTkMatch; - // bdt_eb_feature_t cltk_absDeta = fabs(crycl->eta() - pftk->caloEta()); - // bdt_eb_feature_t cltk_absDphi = fabs(crycl->phi() - pftk->caloPhi()); - bdt_eb_feature_t cltk_absDeta = fabs(r.floatGlbEta(tk.hwEta) - crycl->eta()); - bdt_eb_feature_t cltk_absDphi = fabs(r.floatGlbPhi(tk.hwPhi) - crycl->phi()); + bdt_eb_feature_t cltk_absDeta = fabs(tk.floatEta() - calo.floatEta()); // FIXME: switch to hwEta diff + bdt_eb_feature_t cltk_absDphi = fabs(tk.floatPhi() - calo.floatPhi()); // FIXME: switch to hwPhi diff // Run BDT inference std::vector inputs = {cl_pt, @@ -374,7 +382,8 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, auto *composite_bdt_eb_ = static_cast *>(model_); std::vector bdt_score = composite_bdt_eb_->decision_function(inputs); // std::cout << " out BDT score: " << bdt_score[0] << std::endl; - return bdt_score[0] / 4; + constexpr unsigned int MAX_SCORE = 1 << (bdt_eb_score_t::iwidth - 1); + return bdt_score[0] / bdt_eb_score_t(MAX_SCORE); // normalize to [-1,1] } id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &cand, @@ -421,7 +430,8 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &ca auto *composite_bdt_ee_ = static_cast *>(model_); std::vector bdt_score = composite_bdt_ee_->decision_function(inputs); // std::cout << " out BDT score: " << bdt_score[0] << std::endl; - return bdt_score[0] / 4; + constexpr unsigned int MAX_SCORE = 1 << (bdt_ee_score_t::iwidth - 1); + return bdt_score[0] / bdt_ee_score_t(MAX_SCORE); } id_score_t PFTkEGAlgoEmulator::compute_composite_score(CompositeCandidate &cand, @@ -450,8 +460,8 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score(CompositeCandidate &cand, std::vector inputs = {tkpt, hoe, srrtot, deta, dphi, dpt, meanz, nstubs, chi2rphi, chi2rz, chi2bend}; auto *composite_bdt_ = static_cast *>(model_); std::vector bdt_score = composite_bdt_->decision_function(inputs); - - return bdt_score[0] / 4; + constexpr unsigned int MAX_SCORE = (1 << (bdt_score_t::iwidth - 1)); + return bdt_score[0] / bdt_score_t(MAX_SCORE); } void PFTkEGAlgoEmulator::sel_emCalo(unsigned int nmax_sel, From 63c51b8193e9fc858f94bc2e4a0123d9d6911439 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Fri, 13 Dec 2024 16:49:29 +0100 Subject: [PATCH 14/22] Complete info into decoded PFClusters --- .../L1TParticleFlow/interface/layer1_objs.h | 12 ++-- .../plugins/L1TCorrelatorLayer1Producer.cc | 60 +++++++++++-------- 2 files changed, 41 insertions(+), 31 deletions(-) diff --git a/DataFormats/L1TParticleFlow/interface/layer1_objs.h b/DataFormats/L1TParticleFlow/interface/layer1_objs.h index 5a31ea22376ac..fb62ca812228f 100644 --- a/DataFormats/L1TParticleFlow/interface/layer1_objs.h +++ b/DataFormats/L1TParticleFlow/interface/layer1_objs.h @@ -53,9 +53,9 @@ namespace l1ct { float floatSrrTot() const { return Scales::floatSrrTot(hwSrrTot); }; float floatMeanZ() const { return Scales::floatMeanZ(hwMeanZ); }; float floatHoe() const { return Scales::floatHoe(hwHoe); }; - float floatPiID() const { return Scales::floatIDProb(hwPiProb); }; - float floatEmID() const { return Scales::floatIDProb(hwEmID); }; - float floatPuID() const { return Scales::floatIDProb(hwPuProb()); }; + float floatPiProb() const { return Scales::floatIDProb(hwPiProb); }; + float floatEmProb() const { return Scales::floatIDProb(hwEmID); }; + float floatPuProb() const { return Scales::floatIDProb(hwPuProb()); }; bool hwIsEM() const { return hwEmID != 0; } @@ -212,9 +212,9 @@ namespace l1ct { float floatSrrTot() const { return Scales::floatSrrTot(hwSrrTot); }; float floatMeanZ() const { return Scales::floatMeanZ(hwMeanZ); }; float floatHoe() const { return Scales::floatHoe(hwHoe); }; - float floatPiID() const { return Scales::floatIDProb(hwPiProb); }; - float floatEmID() const { return Scales::floatIDProb(hwEmID); }; - float floatPuID() const { return Scales::floatIDProb(hwPuID()); }; + float floatPiProb() const { return Scales::floatIDProb(hwPiProb); }; + float floatEmProb() const { return Scales::floatIDProb(hwEmID); }; + float floatPuProb() const { return Scales::floatIDProb(hwPuID()); }; static const int BITWIDTH_BARREL_SLIM = pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width; static const int BITWIDTH_ENDCAP_SLIM = pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width + id_prob_t::width + id_prob_t::width; diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc index bff258b45291c..e5bfae3b1a9ab 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc @@ -128,8 +128,7 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { const edm::Handle &caloHandle, unsigned int ic, l1ct::DetectorSector &sec); - // FIXME: could be templated? maybe not after adding specific variables for Gct and HGCal clusters - void getEmPFCluster(const l1ct::EmCaloObjEmu &decCalo, + void addEmPFCluster(const l1ct::EmCaloObjEmu &decCalo, const l1ct::PFRegionEmu ®ion, std::unique_ptr &pfClusters) const; @@ -138,8 +137,7 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { unsigned int ic, l1ct::DetectorSector &sec); - // FIXME: could be templated? maybe not after adding specific variables for Gct and HGCal clusters - void getHadPFCluster(const l1ct::HadCaloObjEmu &decCalo, + void addHadPFCluster(const l1ct::HadCaloObjEmu &decCalo, const l1ct::PFRegionEmu ®ion, std::unique_ptr &pfClusters) const; @@ -562,7 +560,6 @@ void L1TCorrelatorLayer1Producer::produce(edm::Event &iEvent, const edm::EventSe // Use the valid flag to reject PU clusters when creating the decoded object decCalo = hgcalInput_->decode(sec_raw.region, cwrd, valid); } else { // GCT Inputs & PF - // FIXME: split PF const l1t::PFCluster *pfcl = dynamic_cast(&calo); // FIXME: for now we keep using l1t::PFClusters but should move to the GCT emulated collection // and proper unpacking @@ -778,20 +775,28 @@ void L1TCorrelatorLayer1Producer::encodeAndAddHgcalCluster(ap_uint<256> &word, sec.obj.push_back(word); } -void L1TCorrelatorLayer1Producer::getEmPFCluster(const l1ct::EmCaloObjEmu &decCalo, +void L1TCorrelatorLayer1Producer::addEmPFCluster(const l1ct::EmCaloObjEmu &decCalo, const l1ct::PFRegionEmu ®ion, std::unique_ptr &pfClusters) const { // Crete the PFCluster and add the original object as Consitutent - l1t::PFCluster pfCl(decCalo.floatPt(), + pfClusters->emplace_back(decCalo.floatPt(), region.floatGlbEta(decCalo.hwEta), region.floatGlbPhi(decCalo.hwPhi), decCalo.floatHoe(), - true); // FIXME: is this used? + true, + decCalo.floatPtErr(), + decCalo.intPt(), + decCalo.intEta(), + decCalo.intPhi(), + decCalo.floatMeanZ(), + decCalo.floatSrrTot()); + // Add additional variables specialized for GCT and HGCal clusters - pfCl.setSigmaRR(decCalo.floatSrrTot()); - pfCl.setAbsZBarycenter(decCalo.floatMeanZ()); - setRefs_(pfCl, decCalo); - pfClusters->push_back(pfCl); + pfClusters->back().setHwQual(decCalo.hwEmID.to_int()); + pfClusters->back().setPuIDScore(decCalo.floatPuProb()); + pfClusters->back().setPiIDScore(decCalo.floatPiProb()); + pfClusters->back().setEmIDScore(decCalo.floatEmProb()); + setRefs_(pfClusters->back(), decCalo); } void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, @@ -804,23 +809,28 @@ void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, sec.obj.push_back(decCalo); } -// FIXME: besides the specific "cluster shape variables" this function and the EM one could be merged via templates -// we will see after the new implementation is complete: it all depends on the decision about PFClusters. -// do we need to specialize them for barrel& endcap or we can just add all variables to the same class? -void L1TCorrelatorLayer1Producer::getHadPFCluster(const l1ct::HadCaloObjEmu &decCalo, +void L1TCorrelatorLayer1Producer::addHadPFCluster(const l1ct::HadCaloObjEmu &decCalo, const l1ct::PFRegionEmu ®ion, std::unique_ptr &pfClusters) const { - // Crete the PFCluster and add the original object as Consitutent - l1t::PFCluster pfCl(decCalo.floatPt(), + // Crete the PFCluster and add the original object as Consitutent + pfClusters->emplace_back(decCalo.floatPt(), region.floatGlbEta(decCalo.hwEta), region.floatGlbPhi(decCalo.hwPhi), decCalo.floatHoe(), - decCalo.hwIsEM()); + decCalo.hwIsEM(), + 0., // ptError + decCalo.intPt(), + decCalo.intEta(), + decCalo.intPhi(), + decCalo.floatMeanZ(), + decCalo.floatSrrTot()); + // Add additional variables specialized for GCT and HGCal clusters - pfCl.setSigmaRR(decCalo.floatSrrTot()); - pfCl.setAbsZBarycenter(decCalo.floatMeanZ()); - setRefs_(pfCl, decCalo); - pfClusters->push_back(pfCl); + pfClusters->back().setHwQual(decCalo.hwEmID.to_int()); + pfClusters->back().setPuIDScore(decCalo.floatPuProb()); + pfClusters->back().setPiIDScore(decCalo.floatPiProb()); + pfClusters->back().setEmIDScore(decCalo.floatEmProb()); + setRefs_(pfClusters->back(), decCalo); } void L1TCorrelatorLayer1Producer::addDecodedHadCalo(l1ct::HadCaloObjEmu &decCalo, @@ -1161,7 +1171,7 @@ std::unique_ptr L1TCorrelatorLayer1Producer::fetchDeco for (const auto &p : r.hadcalo) { if (p.hwPt == 0 || !reg.isFiducial(p)) continue; - getHadPFCluster(p, reg, ret); + addHadPFCluster(p, reg, ret); } } return ret; @@ -1174,7 +1184,7 @@ std::unique_ptr L1TCorrelatorLayer1Producer::fetchDeco for (const auto &p : r.emcalo) { if (p.hwPt == 0 || !reg.isFiducial(p)) continue; - getEmPFCluster(p, reg, ret); + addEmPFCluster(p, reg, ret); } } return ret; From 3f3c71faec4e84c0fd4644b668849962e2f17219 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Tue, 17 Dec 2024 12:19:11 +0100 Subject: [PATCH 15/22] Propagate multiclass weights and handles hoe and EM scenarios --- .../interface/egamma/pftkegalgo_ref.h | 3 +- .../interface/l1-converters/hgcalinput_ref.h | 11 ++- .../plugins/L1TCorrelatorLayer1Producer.cc | 20 +++-- .../python/l1ctLayer1_cff.py | 3 +- .../src/egamma/pftkegalgo_ref.cpp | 30 +++---- .../src/l1-converters/hgcalinputt_ref.cpp | 83 ++++++++++++++----- 6 files changed, 100 insertions(+), 50 deletions(-) diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h b/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h index b7ee11ab6fc0d..5643de561cbce 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/egamma/pftkegalgo_ref.h @@ -210,8 +210,7 @@ namespace l1ct { const std::vector &track, const PFTkEGAlgoEmuConfig::CompIDParameters ¶ms) const; - id_score_t compute_composite_score_eb(const PFRegionEmu &r, - CompositeCandidate &cand, + id_score_t compute_composite_score_eb(CompositeCandidate &cand, float sumTkPt, unsigned int nTkMatch, const std::vector &emcalo, diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h b/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h index e281a61425ab3..8c23eca3dee0a 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/l1-converters/hgcalinput_ref.h @@ -20,7 +20,10 @@ namespace l1ct { const std::vector &wp_Pi, const std::vector &wp_EgEm, const std::vector &wp_PFEm, - bool slim = false); + bool slim = false, + const std::string &corrector = "", + float correctorEmfMax = -1, + const std::string &emInterpScenario = "no"); HgcalClusterDecoderEmulator(const edm::ParameterSet &pset); class MultiClassID { @@ -51,6 +54,8 @@ namespace l1ct { conifer::BDT *multiclass_bdt_; }; + enum class UseEmInterp { No, EmOnly, AllKeepHad, AllKeepTot }; + ~HgcalClusterDecoderEmulator(); static edm::ParameterSetDescription getParameterSetDescription(); @@ -58,9 +63,11 @@ namespace l1ct { l1ct::HadCaloObjEmu decode(const l1ct::PFRegionEmu §or, const ap_uint<256> &in, bool &valid) const; private: + UseEmInterp setEmInterpScenario(const std::string &emInterpScenario); bool slim_; l1ct::HgcalClusterDecoderEmulator::MultiClassID multiclass_id_; - l1tpf::corrector corrector_; // FIXME: need to work outside of CMSSW as well: emulator version + l1tpf::corrector corrector_; // FIXME: need to use it in "emulator" mode to be used in firmware testbench + UseEmInterp emInterpScenario_; }; } // namespace l1ct diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc index e5bfae3b1a9ab..2ea76dc9defaf 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc @@ -719,11 +719,19 @@ void L1TCorrelatorLayer1Producer::rawHgcalClusterEncode(ap_uint<256> &cwrd, // implemented as of interface document (version of 15/11/2025) ap_ufixed<14, 12, AP_RND_CONV, AP_SAT> w_pt = c->pt(); - // FIXME: We use iPt here for now despite it not being consistent with the interface document and the fraction below + // NOTE: We use iPt here for now despite final HGC FW implementation might be different ap_ufixed<14, 12, AP_RND_CONV, AP_SAT> w_empt = c->iPt(l1t::HGCalMulticluster::EnergyInterpretation::EM); - // FIXME: this number is not consistent with the iPt interpretation but this is what the multiclass model - // uses in input - ap_uint<8> w_emfrac = round(c->eot() * 256); + + // NOTE: this number is not consistent with the iPt interpretation nor with hoe. + // hoe uses the total cluster em and had energies while eot computed in the showershapes only accounts for a + // a max radius from the cluster center. This is the value used by the ID models + ap_uint<8> w_emfrac = std::min(round(c->eot() * 256), float(255.)); + + // NOTE II: we compute a second eot value to propagate the value of the total hadronic energy as in + // the hoe computation + float em_frac_tot = c->hOverE() < 0 ? 0. : 1./(c->hOverE()+1.); + ap_uint<8> w_emfrac_tot = std::min(round(em_frac_tot * 256), float(255.)); + constexpr float ETAPHI_LSB = M_PI / 720; constexpr float SIGMAZZ_LSB = 778.098 / (1 << 7); @@ -747,7 +755,9 @@ void L1TCorrelatorLayer1Producer::rawHgcalClusterEncode(ap_uint<256> &cwrd, // Word 0 cwrd(13, 0) = w_pt.range(); // 14 bits: 13-0 cwrd(27, 14) = w_empt.range(); // 14 bits: 27-14 - cwrd(39, 32) = w_emfrac; // 8 bits: 39-32 + cwrd(39, 32) = w_emfrac_tot; // 8 bits: 39-32 + cwrd(47, 40) = w_emfrac; // 8 bits: 47-40 + // Word 1 cwrd(64 + 9, 64 + 0) = w_eta; // 10 bits: 9-0 cwrd(64 + 18, 64 + 10) = w_phi; // 9 bits: 18-10 diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py index 3a74ca4d31622..bcf91fe54644e 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py @@ -191,6 +191,7 @@ ), corrector = cms.string("L1Trigger/Phase2L1ParticleFlow/data/hadcorr_HGCal3D_TC.root"), correctorEmfMax = cms.double(1.125), + emInterpScenario = cms.string("allKeepHad"), # for all clusters, use EM intepretation to redefine the EM part of the energy ), regionizerAlgo = cms.string("Multififo"), regionizerAlgoParameters = cms.PSet( @@ -334,7 +335,7 @@ ), corrector = cms.string("L1Trigger/Phase2L1ParticleFlow/data/hadcorr_HGCal3D_TC.root"), correctorEmfMax = cms.double(1.125), - + emInterpScenario = cms.string("allKeepHad"), # for all clusters, use EM intepretation to redefine the EM part of the energy ), regionizerAlgo = cms.string("Multififo"), regionizerAlgoParameters = cms.PSet( diff --git a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp index a495827c80acb..9383ef6d69a1f 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp @@ -314,7 +314,7 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v0) { score = compute_composite_score(cand, emcalo_sel, track, cfg.compIDparams); } else if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEB_v0) { - score = compute_composite_score_eb(r, cand, sumTkPt, nTkMatch, emcalo_sel, track, cfg.compIDparams); + score = compute_composite_score_eb(cand, sumTkPt, nTkMatch, emcalo_sel, track, cfg.compIDparams); } else if (cfg.algorithm == PFTkEGAlgoEmuConfig::Algo::compositeEE_v1) { score = compute_composite_score_ee(cand, sumTkPt, nTkMatch, emcalo_sel, track, cfg.compIDparams); } @@ -330,8 +330,7 @@ void PFTkEGAlgoEmulator::link_emCalo2tk_composite_eb_ee(const PFRegionEmu &r, } } -id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, // FIXME: remove - CompositeCandidate &cand, +id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(CompositeCandidate &cand, float sumTkPt, unsigned int nTkMatch, const std::vector &emcalo, @@ -345,8 +344,8 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, // Prepare the input features // FIXME: use the EmCaloObj and TkObj to get all the features // FIXME: make sure that all input features end up in the PFCluster and PFTrack objects with the right precision - - // FIXME: 16 bit estimate for the inversion is approximate + + // FIXME: 16 bit estimate for the inversion is approximate ap_ufixed<16, 0> calo_invPt = l1ct::invert_with_shift, 1024>(calo.hwPt); // NOTE: this could be computed once per cluster and passed directly to the function ap_ufixed<16, 0> sumTk_invPt = l1ct::invert_with_shift, 1024>(pt_t(sumTkPt)); @@ -360,12 +359,13 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, bdt_eb_feature_t cl_relIso = iso_t(crycl->isolation()) * calo_invPt; bdt_eb_feature_t cl_staWP = calo.hwEmID & 0x1; bdt_eb_feature_t cl_looseTkWP = calo.hwEmID & 0x2; - bdt_eb_feature_t tk_chi2RPhi = chi2RPhiBins[tk.hwRedChi2RPhi.to_int()]; // FIXME: should switch to bin # - bdt_eb_feature_t tk_ptFrac = tk.hwPt * sumTk_invPt; // FIXME: could this become sum_tk/calo pt? - bdt_eb_feature_t cltk_ptRatio = calo.hwPt * tk_invPt; // FIXME: che we use the inverse so that we compute the inverse of caloPt once? + bdt_eb_feature_t tk_chi2RPhi = chi2RPhiBins[tk.hwRedChi2RPhi.to_int()]; // FIXME: should switch to bin # + bdt_eb_feature_t tk_ptFrac = tk.hwPt * sumTk_invPt; // FIXME: could this become sum_tk/calo pt? + bdt_eb_feature_t cltk_ptRatio = + calo.hwPt * tk_invPt; // FIXME: could we use the inverse so that we compute the inverse of caloPt once? bdt_eb_feature_t cltk_nTkMatch = nTkMatch; - bdt_eb_feature_t cltk_absDeta = fabs(tk.floatEta() - calo.floatEta()); // FIXME: switch to hwEta diff - bdt_eb_feature_t cltk_absDphi = fabs(tk.floatPhi() - calo.floatPhi()); // FIXME: switch to hwPhi diff + bdt_eb_feature_t cltk_absDeta = fabs(tk.floatEta() - calo.floatEta()); // FIXME: switch to hwEta diff + bdt_eb_feature_t cltk_absDphi = fabs(tk.floatPhi() - calo.floatPhi()); // FIXME: switch to hwPhi diff // Run BDT inference std::vector inputs = {cl_pt, @@ -383,7 +383,7 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_eb(const PFRegionEmu &r, std::vector bdt_score = composite_bdt_eb_->decision_function(inputs); // std::cout << " out BDT score: " << bdt_score[0] << std::endl; constexpr unsigned int MAX_SCORE = 1 << (bdt_eb_score_t::iwidth - 1); - return bdt_score[0] / bdt_eb_score_t(MAX_SCORE); // normalize to [-1,1] + return bdt_score[0] / bdt_eb_score_t(MAX_SCORE); // normalize to [-1,1] } id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &cand, @@ -404,12 +404,8 @@ id_score_t PFTkEGAlgoEmulator::compute_composite_score_ee(CompositeCandidate &ca bdt_ee_feature_t cl_spptot = cl3d->sigmaPhiPhiTot(); bdt_ee_feature_t cl_seetot = cl3d->sigmaEtaEtaTot(); bdt_ee_feature_t cl_szz = cl3d->sigmaZZ(); - bdt_ee_feature_t cl_multiClassPionIdScore = 0; // FIXME: read from EmCaloObj - bdt_ee_feature_t cl_multiClassEmIdScore = 0; // FIXME: read from EmCaloObj - - // bdt_ee_feature_t cl_multiClassPionIdScore = pfcl->piIDScore(); // FIXME: read from EmCaloObj - // bdt_ee_feature_t cl_multiClassEmIdScore = pfcl->emIDScore(); // FIXME: read from EmCaloObj - + bdt_ee_feature_t cl_multiClassPionIdScore = calo.floatPiProb(); + bdt_ee_feature_t cl_multiClassEmIdScore = calo.floatEmProb(); bdt_ee_feature_t tk_ptFrac = pftk->pt() / sumTkPt; bdt_ee_feature_t cltk_ptRatio = calo.floatPt() / pftk->pt(); bdt_ee_feature_t cltk_absDeta = fabs(cl3d->eta() - pftk->caloEta()); diff --git a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp index af4e1fe14881d..9e9e90967af5f 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp @@ -7,7 +7,8 @@ l1ct::HgcalClusterDecoderEmulator::HgcalClusterDecoderEmulator(const edm::ParameterSet &pset) : slim_(pset.getParameter("slim")), multiclass_id_(pset.getParameterSet("multiclass_id")), - corrector_(pset.getParameter("corrector"), pset.getParameter("correctorEmfMax")) {} + corrector_(pset.getParameter("corrector"), pset.getParameter("correctorEmfMax")), + emInterpScenario_(setEmInterpScenario(pset.getParameter("emInterpScenario"))) {} edm::ParameterSetDescription l1ct::HgcalClusterDecoderEmulator::getParameterSetDescription() { edm::ParameterSetDescription description; @@ -15,6 +16,7 @@ edm::ParameterSetDescription l1ct::HgcalClusterDecoderEmulator::getParameterSetD description.add("corrector", ""); description.add("correctorEmfMax", -1); description.add("multiclass_id", MultiClassID::getParameterSetDescription()); + description.add("emInterpScenario", "No"); return description; } @@ -46,15 +48,33 @@ l1ct::HgcalClusterDecoderEmulator::HgcalClusterDecoderEmulator(const std::string const std::vector &wp_Pi, const std::vector &wp_EgEm, const std::vector &wp_PFEm, - bool slim) - : slim_{slim}, multiclass_id_(model, wp_pt, wp_PU, wp_Pi, wp_EgEm, wp_PFEm) {} // FIXME: need to construct corrector parametrizations + bool slim, + const std::string &corrector, + float correctorEmfMax, + const std::string &emInterpScenario) + : slim_{slim}, + multiclass_id_(model, wp_pt, wp_PU, wp_Pi, wp_EgEm, wp_PFEm), + corrector_(corrector, correctorEmfMax), + emInterpScenario_(setEmInterpScenario(emInterpScenario)) {} l1ct::HgcalClusterDecoderEmulator::~HgcalClusterDecoderEmulator() {} +l1ct::HgcalClusterDecoderEmulator::UseEmInterp l1ct::HgcalClusterDecoderEmulator::setEmInterpScenario(const std::string &emInterpScenario) { + if (emInterpScenario == "no") + return UseEmInterp::No; + if (emInterpScenario == "emOnly") + return UseEmInterp::EmOnly; + if (emInterpScenario == "allKeepHad") + return UseEmInterp::AllKeepHad; + if (emInterpScenario == "allKeepTot") + return UseEmInterp::AllKeepTot; + throw std::runtime_error("Unknown emInterpScenario: " + emInterpScenario); +} + + l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegionEmu §or, const ap_uint<256> &in, bool &valid) const { - constexpr float ETAPHI_LSB = M_PI / 720; constexpr float SIGMAZZ_LSB = 778.098 / (1 << 7); constexpr float SIGMAPHIPHI_LSB = 0.12822 / (1 << 7); @@ -64,7 +84,8 @@ l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegi ap_uint<14> w_pt = in(13, 0); // 14 bits: 13-0 ap_uint<14> w_empt = in(27, 14); // 14 bits: 27-14 ap_uint<4> w_gctqual = in(31, 28); // 4 bits: 31-28 - ap_uint<8> w_emf = in(39, 32); // 8 bits: 39-32 + ap_uint<8> w_emf_tot = in(39, 32); // 8 bits: 39-32 + ap_uint<8> w_emf = in(47, 40); // 8 bits: 47-40 // Word 1 ap_uint<10> w_abseta = in(64 + 9, 64 + 0); // 10 bits: 9-0 @@ -86,7 +107,6 @@ l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegi // if (sector.floatEtaCenter() > 0) // w_phi = -w_phi; - l1ct::HadCaloObjEmu out; out.clear(); if (w_pt == 0) @@ -99,29 +119,46 @@ l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegi out.hwEmPt = w_empt * l1ct::pt_t(l1ct::Scales::INTPT_LSB); if (!slim_) { - // FIXME: the scaling here is added to the encoded word. + // FIXME: the scaling here is added to the encoded word. out.hwSrrTot = w_sigmarrtot * l1ct::srrtot_t(l1ct::Scales::SRRTOT_LSB); // We just downscale precision and round to the nearest integer out.hwMeanZ = l1ct::meanz_t(std::min(w_meanz.to_int() + 4, (1 << 12) - 1) >> 3); - // Compute an H/E value: 1/emf - 1 as needed by Composite ID // FIXME: could drop once we move the model to the fraction - ap_ufixed<10, 5, AP_RND_CONV, AP_SAT> w_hoe = 256.0 / (w_emf.to_int() + 0.5) - 1; + // Compute an H/E value: 1/emf - 1 as needed by Composite ID + // NOTE: this uses the total cluster energy, which is not the case for the eot shower shape! + // FIXME: could drop once we move the model to the eot fraction + ap_ufixed<10, 5, AP_RND_CONV, AP_SAT> w_hoe = 256.0 / (w_emf_tot.to_int() + 0.5) - 1; out.hwHoe = w_hoe; } - - std::vector inputs = { - w_showerlenght, - w_coreshowerlenght, - w_emf / 256, - w_abseta * ETAPHI_LSB, - w_meanz * 0.5, // We use the full resolution here - w_sigmaetaeta * SIGMAETAETA_LSB, - w_sigmaphiphi * SIGMAPHIPHI_LSB, - w_sigmazz * SIGMAZZ_LSB - }; + // FIXME: use hardware values everywhere + std::vector inputs = {w_showerlenght, + w_coreshowerlenght, + w_emf / 256., + w_abseta * ETAPHI_LSB, + w_meanz * 0.5, // We use the full resolution here + w_sigmaetaeta * SIGMAETAETA_LSB, + w_sigmaphiphi * SIGMAPHIPHI_LSB, + w_sigmazz * SIGMAZZ_LSB}; // evaluate multiclass model valid = multiclass_id_.evaluate(out, inputs); + + // Apply EM interpretation scenario + if (emInterpScenario_ == UseEmInterp::No) { // we do not use EM interpretation + out.hwEmPt = w_emf_tot*out.hwPt/256; + // NOTE: only case where hoe consisten with hwEmPt + } else if (emInterpScenario_ == UseEmInterp::EmOnly) { // for emID objs, use EM interp as pT and set H = 0 + if (out.hwEmID) { + out.hwPt = out.hwEmPt; + out.hwHoe = 0; + } + } else if (emInterpScenario_ == UseEmInterp::AllKeepHad) { // for all objs, replace EM part with EM interp, preserve H + l1ct::pt_t had_pt = out.hwPt - w_emf_tot*out.hwPt/256; + out.hwPt = had_pt + out.hwEmPt; + // FIXME: we do not recompute hoe for now... + } else if (emInterpScenario_ == UseEmInterp::AllKeepTot) { // for all objs, replace EM part with EM interp, preserve pT + // FIXME: we do not recompute hoe for now... + } // Calibrate pt and set error if (corrector_.valid()) { @@ -147,7 +184,6 @@ l1ct::HgcalClusterDecoderEmulator::MultiClassID::MultiClassID(const std::string multiclass_bdt_ = new conifer::BDT(resolvedFileName); } - bool l1ct::HgcalClusterDecoderEmulator::MultiClassID::evaluate(l1ct::HadCaloObjEmu &cl, const std::vector &inputs) const { auto bdt_score = multiclass_bdt_->decision_function(inputs); //0 is pu, 1 is pi, 2 is eg @@ -164,7 +200,7 @@ bool l1ct::HgcalClusterDecoderEmulator::MultiClassID::evaluate(l1ct::HadCaloObjE } } bool passPu = (sm_scores[0] >= wp_PU_[pt_bin]); - bool passPi = (sm_scores[1] >= wp_Pi_[pt_bin]); // FIXME: where do we store this? + // bool passPi = (sm_scores[1] >= wp_Pi_[pt_bin]); // FIXME: where do we store this? bool passEgEm = (sm_scores[2] >= wp_EgEm_[pt_bin]); bool passPFEm = (sm_scores[2] >= wp_PFEm_[pt_bin]); @@ -173,7 +209,8 @@ bool l1ct::HgcalClusterDecoderEmulator::MultiClassID::evaluate(l1ct::HadCaloObjE // bit 2: EG Loose ID cl.hwEmID = passPFEm | (passEgEm << 1) | (passEgEm << 2); // FIXME: for now loose eg WP == tight WP? - // FIXME: add the scores to the HadCaloObjEmu + cl.hwPiProb = sm_scores[1]; + cl.hwEgProb = sm_scores[2]; return !passPu; } From b94a4f48ef6c54c335ad46a5fb3e444064b74301 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Mon, 13 Jan 2025 17:21:33 +0100 Subject: [PATCH 16/22] Restructure the PFCluster object to store the decoded calorimeter info across the whole detector plus some other fixes. --- .../L1TParticleFlow/interface/PFCluster.h | 75 ++++++----- .../L1TParticleFlow/interface/layer1_objs.h | 78 +++++------ .../L1TParticleFlow/src/classes_def.xml | 8 +- .../plugins/L1NNCaloTauEmulator.cc | 4 +- .../plugins/L1NNCaloTauProducer.cc | 5 +- .../interface/HGC3DClusterEgID.h | 3 +- .../plugins/L1TCorrelatorLayer1Producer.cc | 124 ++++++++---------- .../PFClusterProducerFromHGC3DClusters.cc | 7 +- .../PFClusterProducerFromL1EGClusters.cc | 29 ++-- .../src/HGC3DClusterEgID.cc | 17 +-- .../src/HGC3DClusterID.cc | 31 +++-- .../src/egamma/pfeginput_ref.cpp | 2 + .../src/l1-converters/hgcalinputt_ref.cpp | 21 +-- 13 files changed, 196 insertions(+), 208 deletions(-) diff --git a/DataFormats/L1TParticleFlow/interface/PFCluster.h b/DataFormats/L1TParticleFlow/interface/PFCluster.h index cb013044304de..0470c22ec6cf1 100644 --- a/DataFormats/L1TParticleFlow/interface/PFCluster.h +++ b/DataFormats/L1TParticleFlow/interface/PFCluster.h @@ -2,8 +2,11 @@ #define DataFormats_L1TParticleFlow_PFCluster_h #include +#include #include "DataFormats/L1Trigger/interface/L1Candidate.h" #include "DataFormats/Common/interface/Ref.h" +#include "DataFormats/L1TParticleFlow/interface/layer1_objs.h" +#include namespace l1t { @@ -22,19 +25,13 @@ namespace l1t { float ptError = 0, int hwpt = 0, int hweta = 0, - int hwphi = 0, - float absZBarycenter = 0., - float sigmaRR = 0.) + int hwphi = 0) : L1Candidate(PolarLorentzVector(pt, eta, phi, 0), hwpt, hweta, hwphi, /*hwQuality=*/isEM ? 1 : 0), hOverE_(hOverE), ptError_(ptError), - absZBarycenter_(absZBarycenter), - sigmaRR_(sigmaRR), - puIdScore_(0), - emIdScore_(0), - piIdScore_(0), - digiData_(0) // FIXME: is this still needed? Most likely not! - { + encoding_(HWEncoding::None), + digiDataW0_(0), + digiDataW1_(0) { setPdgId(isEM ? 22 : 130); // photon : non-photon(K0) } PFCluster( @@ -43,15 +40,12 @@ namespace l1t { setPdgId(isEM ? 22 : 130); // photon : non-photon(K0) } + enum class HWEncoding { None = 0, Had = 1, Em = 2, Gct = 3 }; + float hOverE() const { return hOverE_; } void setHOverE(float hOverE) { hOverE_ = hOverE; } - void setSigmaRR(float sigmaRR) { sigmaRR_ = sigmaRR; } - float absZBarycenter() const { return absZBarycenter_; } - - void setAbsZBarycenter(float absZBarycenter) { absZBarycenter_ = absZBarycenter; } - float sigmaRR() const { return sigmaRR_; } - + // FIXME: this might nor be consistent with the value stored in the HW digi float emEt() const { if (hOverE_ == -1) return 0; @@ -75,34 +69,43 @@ namespace l1t { void setIsEM(bool isEM) { setHwQual(isEM); } unsigned int hwEmID() const { return hwQual(); } - float egVsPionMVAOut() const { return egVsPionMVAOut_; } - void setEgVsPionMVAOut(float egVsPionMVAOut) { egVsPionMVAOut_ = egVsPionMVAOut; } + std::variant caloDigiObj() const { + switch (encoding_) { + case HWEncoding::Had: + return l1ct::HadCaloObj::unpack(binaryWord()); + case HWEncoding::Em: + return l1ct::EmCaloObj::unpack(binaryWord()); + default: + throw std::runtime_error("No encoding for this cluster"); + } + } + + void setCaloDigi(const l1ct::HadCaloObj& obj) { setBinaryWord(obj.pack(), HWEncoding::Had); } - float egVsPUMVAOut() const { return egVsPUMVAOut_; } - void setEgVsPUMVAOut(float egVsPUMVAOut) { egVsPUMVAOut_ = egVsPUMVAOut; } + void setCaloDigi(const l1ct::EmCaloObj& obj) { setBinaryWord(obj.pack(), HWEncoding::Em); } - void setPuIDScore(float score) { puIdScore_ = score; } - float puIDScore() const { return puIdScore_; } + HWEncoding encoding() const { return encoding_; } - void setEmIDScore(float score) { emIdScore_ = score; } - float emIDScore() const { return emIdScore_; } + private: + float hOverE_, ptError_; - void setPiIDScore(float score) { piIdScore_ = score; } - float piIDScore() const { return piIdScore_; } + ConstituentsAndFractions constituents_; - uint64_t digiWord() const { return digiData_; } - void setDigiWord(uint64_t data) { - digiData_ = data; + template + void setBinaryWord(ap_uint word, HWEncoding encoding) { + digiDataW0_ = word; + digiDataW1_ = (word >> 64); + encoding_ = encoding; } - private: - float hOverE_, ptError_, egVsPionMVAOut_, egVsPUMVAOut_; - // HGC dedicated quantities (0ed by default) - float absZBarycenter_, sigmaRR_; - float puIdScore_, emIdScore_, piIdScore_; + template + ap_uint binaryWord() const { + return ap_uint(digiDataW0_) | (ap_uint(digiDataW1_) << 64); + } - ConstituentsAndFractions constituents_; - uint64_t digiData_; + HWEncoding encoding_; + uint64_t digiDataW0_; + uint64_t digiDataW1_; }; typedef std::vector PFClusterCollection; diff --git a/DataFormats/L1TParticleFlow/interface/layer1_objs.h b/DataFormats/L1TParticleFlow/interface/layer1_objs.h index fb62ca812228f..cf98ec8a7fadb 100644 --- a/DataFormats/L1TParticleFlow/interface/layer1_objs.h +++ b/DataFormats/L1TParticleFlow/interface/layer1_objs.h @@ -16,14 +16,15 @@ namespace l1ct { meanz_t hwMeanZ; hoe_t hwHoe; id_prob_t hwPiProb; - id_prob_t hwEgProb; - + id_prob_t hwEmProb; + // NOTE: empty objects will have hwPiProb = 0, hwEmID = 0, hwPuProb = 1 - id_prob_t hwPuProb() const { return id_prob_t(1) - hwPiProb - hwEgProb; } + id_prob_t hwPuProb() const { return id_prob_t(1) - hwPiProb - hwEmProb; } inline bool operator==(const HadCaloObj &other) const { return hwPt == other.hwPt && hwEta == other.hwEta && hwPhi == other.hwPhi && hwEmPt == other.hwEmPt && - hwEmID == other.hwEmID && hwSrrTot == other.hwSrrTot && hwMeanZ == other.hwMeanZ && hwHoe == other.hwHoe && hwPiProb == other.hwPiProb && hwEgProb == other.hwEgProb; + hwEmID == other.hwEmID && hwSrrTot == other.hwSrrTot && hwMeanZ == other.hwMeanZ && hwHoe == other.hwHoe && + hwPiProb == other.hwPiProb && hwEmProb == other.hwEmProb; } inline bool operator>(const HadCaloObj &other) const { return hwPt > other.hwPt; } @@ -39,7 +40,7 @@ namespace l1ct { hwMeanZ = 0; hwHoe = 0; hwPiProb = 0; - hwEgProb = 0; + hwEmProb = 0; } int intPt() const { return Scales::intPt(hwPt); } @@ -54,15 +55,16 @@ namespace l1ct { float floatMeanZ() const { return Scales::floatMeanZ(hwMeanZ); }; float floatHoe() const { return Scales::floatHoe(hwHoe); }; float floatPiProb() const { return Scales::floatIDProb(hwPiProb); }; - float floatEmProb() const { return Scales::floatIDProb(hwEmID); }; + float floatEmProb() const { return Scales::floatIDProb(hwEmProb); }; float floatPuProb() const { return Scales::floatIDProb(hwPuProb()); }; bool hwIsEM() const { return hwEmID != 0; } static const int BITWIDTH_BARREL_SLIM = pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width; - static const int BITWIDTH_ENDCAP_SLIM = pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width + id_prob_t::width + id_prob_t::width; + static const int BITWIDTH_ENDCAP_SLIM = + pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width + id_prob_t::width + id_prob_t::width; - static const int BITWIDTH_BARREL = BITWIDTH_BARREL_SLIM; // FIXME: add barrel isolation + static const int BITWIDTH_BARREL = BITWIDTH_BARREL_SLIM; // FIXME: add barrel isolation static const int BITWIDTH_ENDCAP = BITWIDTH_ENDCAP_SLIM + srrtot_t::width + meanz_t::width + hoe_t::width; inline ap_uint pack_endcap() const { @@ -74,7 +76,7 @@ namespace l1ct { pack_into_bits(ret, start, hwEmPt); pack_into_bits(ret, start, hwEmID); pack_into_bits(ret, start, hwPiProb); - pack_into_bits(ret, start, hwEgProb); + pack_into_bits(ret, start, hwEmProb); pack_into_bits(ret, start, hwSrrTot); pack_into_bits(ret, start, hwMeanZ); pack_into_bits(ret, start, hwHoe); @@ -96,7 +98,6 @@ namespace l1ct { inline ap_uint pack_barrel_slim() const { return pack_barrel()(BITWIDTH_BARREL_SLIM - 1, 0); } - inline static HadCaloObj unpack_barrel(const ap_uint &src) { HadCaloObj ret; unsigned int start = 0; @@ -117,17 +118,18 @@ namespace l1ct { unpack_from_bits(src, start, ret.hwEmPt); unpack_from_bits(src, start, ret.hwEmID); unpack_from_bits(src, start, ret.hwPiProb); - unpack_from_bits(src, start, ret.hwEgProb); + unpack_from_bits(src, start, ret.hwEmProb); unpack_from_bits(src, start, ret.hwSrrTot); unpack_from_bits(src, start, ret.hwMeanZ); unpack_from_bits(src, start, ret.hwHoe); return ret; } - #ifndef __SYNTHESIS__ - // NOTE: The generic pack/unpack functions are not meant to be used in the firmware but only +#ifndef __SYNTHESIS__ + // NOTE: The generic pack/unpack functions are not meant to be used in the firmware but only // to read/dump the emulator data to/from files. // The firmware implementation should actually use the specific pack/unpack implementations - static const int BITWIDTH = pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width + id_prob_t::width + id_prob_t::width + srrtot_t::width + meanz_t::width + hoe_t::width; + static const int BITWIDTH = pt_t::width + eta_t::width + phi_t::width + pt_t::width + emid_t::width + + id_prob_t::width + id_prob_t::width + srrtot_t::width + meanz_t::width + hoe_t::width; inline ap_uint pack() const { ap_uint ret; @@ -138,7 +140,7 @@ namespace l1ct { pack_into_bits(ret, start, hwEmPt); pack_into_bits(ret, start, hwEmID); pack_into_bits(ret, start, hwPiProb); - pack_into_bits(ret, start, hwEgProb); + pack_into_bits(ret, start, hwEmProb); pack_into_bits(ret, start, hwSrrTot); pack_into_bits(ret, start, hwMeanZ); pack_into_bits(ret, start, hwHoe); @@ -154,13 +156,13 @@ namespace l1ct { unpack_from_bits(src, start, ret.hwEmPt); unpack_from_bits(src, start, ret.hwEmID); unpack_from_bits(src, start, ret.hwPiProb); - unpack_from_bits(src, start, ret.hwEgProb); + unpack_from_bits(src, start, ret.hwEmProb); unpack_from_bits(src, start, ret.hwSrrTot); unpack_from_bits(src, start, ret.hwMeanZ); unpack_from_bits(src, start, ret.hwHoe); return ret; } - #endif +#endif }; inline void clear(HadCaloObj &c) { c.clear(); } @@ -174,12 +176,12 @@ namespace l1ct { meanz_t hwMeanZ; hoe_t hwHoe; id_prob_t hwPiProb; - id_prob_t hwEgProb; - + id_prob_t hwEmProb; inline bool operator==(const EmCaloObj &other) const { return hwPt == other.hwPt && hwEta == other.hwEta && hwPhi == other.hwPhi && hwPtErr == other.hwPtErr && - hwEmID == other.hwEmID && hwSrrTot == other.hwSrrTot && hwMeanZ == other.hwMeanZ && hwHoe == other.hwHoe && hwPiProb == other.hwPiProb && hwEgProb == other.hwEgProb; + hwEmID == other.hwEmID && hwSrrTot == other.hwSrrTot && hwMeanZ == other.hwMeanZ && hwHoe == other.hwHoe && + hwPiProb == other.hwPiProb && hwEmProb == other.hwEmProb; } inline bool operator>(const EmCaloObj &other) const { return hwPt > other.hwPt; } @@ -195,11 +197,11 @@ namespace l1ct { hwMeanZ = 0; hwHoe = 0; hwPiProb = 0; - hwEgProb = 0; + hwEmProb = 0; } // NOTE: empty objects will have hwPiProb = 0, hwEgProb = 0, hwPuProb = 1 - id_prob_t hwPuID() const { return id_prob_t(1) - hwPiProb - hwEgProb; } + id_prob_t hwPuProb() const { return id_prob_t(1) - hwPiProb - hwEmProb; } int intPt() const { return Scales::intPt(hwPt); } int intPtErr() const { return Scales::intPt(hwPtErr); } @@ -213,13 +215,14 @@ namespace l1ct { float floatMeanZ() const { return Scales::floatMeanZ(hwMeanZ); }; float floatHoe() const { return Scales::floatHoe(hwHoe); }; float floatPiProb() const { return Scales::floatIDProb(hwPiProb); }; - float floatEmProb() const { return Scales::floatIDProb(hwEmID); }; - float floatPuProb() const { return Scales::floatIDProb(hwPuID()); }; + float floatEmProb() const { return Scales::floatIDProb(hwEmProb); }; + float floatPuProb() const { return Scales::floatIDProb(hwPuProb()); }; static const int BITWIDTH_BARREL_SLIM = pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width; - static const int BITWIDTH_ENDCAP_SLIM = pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width + id_prob_t::width + id_prob_t::width; + static const int BITWIDTH_ENDCAP_SLIM = + pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width + id_prob_t::width + id_prob_t::width; - static const int BITWIDTH_BARREL = BITWIDTH_BARREL_SLIM; // FIXME: add barrel isolation + static const int BITWIDTH_BARREL = BITWIDTH_BARREL_SLIM; // FIXME: add barrel isolation static const int BITWIDTH_ENDCAP = BITWIDTH_ENDCAP_SLIM + srrtot_t::width + meanz_t::width + hoe_t::width; inline ap_uint pack_endcap() const { @@ -231,7 +234,7 @@ namespace l1ct { pack_into_bits(ret, start, hwPtErr); pack_into_bits(ret, start, hwEmID); pack_into_bits(ret, start, hwPiProb); - pack_into_bits(ret, start, hwEgProb); + pack_into_bits(ret, start, hwEmProb); pack_into_bits(ret, start, hwSrrTot); pack_into_bits(ret, start, hwMeanZ); pack_into_bits(ret, start, hwHoe); @@ -253,7 +256,6 @@ namespace l1ct { inline ap_uint pack_barrel_slim() const { return pack_barrel()(BITWIDTH_BARREL_SLIM - 1, 0); } - inline static EmCaloObj unpack_barrel(const ap_uint &src) { EmCaloObj ret; unsigned int start = 0; @@ -274,21 +276,20 @@ namespace l1ct { unpack_from_bits(src, start, ret.hwPtErr); unpack_from_bits(src, start, ret.hwEmID); unpack_from_bits(src, start, ret.hwPiProb); - unpack_from_bits(src, start, ret.hwEgProb); + unpack_from_bits(src, start, ret.hwEmProb); unpack_from_bits(src, start, ret.hwSrrTot); unpack_from_bits(src, start, ret.hwMeanZ); unpack_from_bits(src, start, ret.hwHoe); return ret; } - - - #ifndef __SYNTHESIS__ - // NOTE: The generic pack/unpack functions are not meant to be used in the firmware but only +#ifndef __SYNTHESIS__ + // NOTE: The generic pack/unpack functions are not meant to be used in the firmware but only // to read/dump the emulator data to/from files. // The firmware implementation should actually use the specific pack/unpack implementations - static const int BITWIDTH = pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width + id_prob_t::width + id_prob_t::width + srrtot_t::width + meanz_t::width + hoe_t::width; + static const int BITWIDTH = pt_t::width + pt_t::width + eta_t::width + phi_t::width + emid_t::width + + id_prob_t::width + id_prob_t::width + srrtot_t::width + meanz_t::width + hoe_t::width; inline ap_uint pack() const { ap_uint ret; @@ -299,7 +300,7 @@ namespace l1ct { pack_into_bits(ret, start, hwPtErr); pack_into_bits(ret, start, hwEmID); pack_into_bits(ret, start, hwPiProb); - pack_into_bits(ret, start, hwEgProb); + pack_into_bits(ret, start, hwEmProb); pack_into_bits(ret, start, hwSrrTot); pack_into_bits(ret, start, hwMeanZ); pack_into_bits(ret, start, hwHoe); @@ -314,13 +315,13 @@ namespace l1ct { unpack_from_bits(src, start, ret.hwPtErr); unpack_from_bits(src, start, ret.hwEmID); unpack_from_bits(src, start, ret.hwPiProb); - unpack_from_bits(src, start, ret.hwEgProb); + unpack_from_bits(src, start, ret.hwEmProb); unpack_from_bits(src, start, ret.hwSrrTot); unpack_from_bits(src, start, ret.hwMeanZ); unpack_from_bits(src, start, ret.hwHoe); return ret; } - #endif +#endif }; inline void clear(EmCaloObj &c) { c.clear(); } @@ -391,8 +392,7 @@ namespace l1ct { static const int BITWIDTH_SLIM = pt_t::width + eta_t::width + phi_t::width + tkdeta_t::width + tkdphi_t::width + 1 + z0_t::width + dxy_t::width + tkquality_t::width + redChi2Bin_t::width; - static const int BITWIDTH = - BITWIDTH_SLIM + redChi2Bin_t::width + redChi2Bin_t::width + stub_t::width; + static const int BITWIDTH = BITWIDTH_SLIM + redChi2Bin_t::width + redChi2Bin_t::width + stub_t::width; inline ap_uint pack() const { ap_uint ret; diff --git a/DataFormats/L1TParticleFlow/src/classes_def.xml b/DataFormats/L1TParticleFlow/src/classes_def.xml index 9fe390ceba37f..cbbf943e9ebe7 100644 --- a/DataFormats/L1TParticleFlow/src/classes_def.xml +++ b/DataFormats/L1TParticleFlow/src/classes_def.xml @@ -1,8 +1,7 @@ - - - + + @@ -24,7 +23,8 @@ - + + diff --git a/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauEmulator.cc b/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauEmulator.cc index 6c281b48816e9..f69d30d151e8c 100644 --- a/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauEmulator.cc +++ b/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauEmulator.cc @@ -507,6 +507,7 @@ void L1NNCaloTauEmulator::produce(edm::Event& iEvent, const edm::EventSetup& eSe // Implement cl3d PU ID as done in // https://github.com/cms-sw/cmssw/blob/master/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc#L120 bool isEM = preEmId(*cl3dIt); + // FIXME: I suspect the PFCluster and the code handling its energy are not actually needed l1t::PFCluster cluster(cl3d.pt(), cl3d.eta(), cl3d.phi(), cl3d.hOverE()); if (scenario == UseEmInterp::EmOnly) // for emID objs, use EM interp as pT and set H = 0 { @@ -531,8 +532,7 @@ void L1NNCaloTauEmulator::produce(edm::Event& iEvent, const edm::EventSetup& eSe float idScore = -1.; if (!VsPuId.method().empty()) { - idScore = VsPuId.passID(*cl3dIt, cluster); - idScore = cluster.egVsPUMVAOut(); + VsPuId.passID(*cl3dIt, idScore); } float eta_hgcalCoord = correctInputEtaCl3d(cl3d.eta()); diff --git a/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauProducer.cc b/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauProducer.cc index 8be4f9dbd8189..2f79ca23b35e3 100644 --- a/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauProducer.cc +++ b/L1Trigger/L1CaloTrigger/plugins/L1NNCaloTauProducer.cc @@ -347,6 +347,7 @@ void L1NNCaloTauProducer::produce(edm::Event& iEvent, const edm::EventSetup& eSe // Implement cl3d PU ID as done in // https://github.com/cms-sw/cmssw/blob/master/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc#L120 bool isEM = preEmId(*cl3dIt); + // FIXME: I suspect the PFCluster and the code handling its energy are not actually needed l1t::PFCluster cluster(cl3d.pt(), cl3d.eta(), cl3d.phi(), cl3d.hOverE()); if (scenario == UseEmInterp::EmOnly) // for emID objs, use EM interp as pT and set H = 0 { @@ -368,9 +369,9 @@ void L1NNCaloTauProducer::produce(edm::Event& iEvent, const edm::EventSetup& eSe float hoe_new = em_new > 0 ? (cl3d.pt() / em_new - 1) : -1; cluster = l1t::PFCluster(cl3d.pt(), cl3d.eta(), cl3d.phi(), hoe_new, isEM); } - + float mvaOut = -1; if (!VsPuId.method().empty()) { - int id = VsPuId.passID(*cl3dIt, cluster); + bool id = VsPuId.passID(*cl3dIt, mvaOut); if (!id) { continue; } // skip cl3d if it does not pass puid diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterEgID.h b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterEgID.h index f8f13df641516..c43e5bef6d30e 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterEgID.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/HGC3DClusterEgID.h @@ -7,7 +7,6 @@ #include "FWCore/ParameterSet/interface/ParameterSet.h" #include "DataFormats/L1THGCal/interface/HGCalMulticluster.h" -#include "DataFormats/L1TParticleFlow/interface/PFCluster.h" #include "CommonTools/Utils/interface/StringCutObjectSelector.h" #include "CommonTools/Utils/interface/StringObjectFunction.h" @@ -24,7 +23,7 @@ namespace l1tpf { void prepareTMVA(); - float passID(l1t::HGCalMulticluster c, l1t::PFCluster &cpf); + bool passID(const l1t::HGCalMulticluster c, float &mvaOut); std::string method() { return method_; } diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc index 2ea76dc9defaf..b6856d5e64ca4 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc @@ -177,18 +177,17 @@ class L1TCorrelatorLayer1Producer : public edm::stream::EDProducer<> { void setRefs_(l1t::PFCandidate &pf, const T &p) const; template void setRefs_(l1t::PFCluster &pf, const T &p) const; - template - auto findRef_(const Tm& map, const Tk* key, const To& obj) const { + template + auto findRef_(const Tm &map, const Tk *key, const To &obj) const { auto match = map.find(key); if (match == map.end()) { throw cms::Exception("CorruptData") << refExcepMsg_(obj); } return match->second; } - template + template std::string refExcepMsg_(const T &key) const; - void doVertexings(std::vector &pvdz) const; // for multiplicities enum InputType { caloType = 0, emcaloType = 1, trackType = 2, l1muType = 3 }; @@ -721,18 +720,17 @@ void L1TCorrelatorLayer1Producer::rawHgcalClusterEncode(ap_uint<256> &cwrd, ap_ufixed<14, 12, AP_RND_CONV, AP_SAT> w_pt = c->pt(); // NOTE: We use iPt here for now despite final HGC FW implementation might be different ap_ufixed<14, 12, AP_RND_CONV, AP_SAT> w_empt = c->iPt(l1t::HGCalMulticluster::EnergyInterpretation::EM); - + // NOTE: this number is not consistent with the iPt interpretation nor with hoe. - // hoe uses the total cluster em and had energies while eot computed in the showershapes only accounts for a + // hoe uses the total cluster em and had energies while eot computed in the showershapes only accounts for a // a max radius from the cluster center. This is the value used by the ID models ap_uint<8> w_emfrac = std::min(round(c->eot() * 256), float(255.)); - // NOTE II: we compute a second eot value to propagate the value of the total hadronic energy as in + // NOTE II: we compute a second eot value to propagate the value of the total hadronic energy as in // the hoe computation - float em_frac_tot = c->hOverE() < 0 ? 0. : 1./(c->hOverE()+1.); + float em_frac_tot = c->hOverE() < 0 ? 0. : 1. / (c->hOverE() + 1.); ap_uint<8> w_emfrac_tot = std::min(round(em_frac_tot * 256), float(255.)); - constexpr float ETAPHI_LSB = M_PI / 720; constexpr float SIGMAZZ_LSB = 778.098 / (1 << 7); constexpr float SIGMAPHIPHI_LSB = 0.12822 / (1 << 7); @@ -755,9 +753,9 @@ void L1TCorrelatorLayer1Producer::rawHgcalClusterEncode(ap_uint<256> &cwrd, // Word 0 cwrd(13, 0) = w_pt.range(); // 14 bits: 13-0 cwrd(27, 14) = w_empt.range(); // 14 bits: 27-14 - cwrd(39, 32) = w_emfrac_tot; // 8 bits: 39-32 + cwrd(39, 32) = w_emfrac_tot; // 8 bits: 39-32 cwrd(47, 40) = w_emfrac; // 8 bits: 47-40 - + // Word 1 cwrd(64 + 9, 64 + 0) = w_eta; // 10 bits: 9-0 cwrd(64 + 18, 64 + 10) = w_phi; // 9 bits: 18-10 @@ -790,22 +788,18 @@ void L1TCorrelatorLayer1Producer::addEmPFCluster(const l1ct::EmCaloObjEmu &decCa std::unique_ptr &pfClusters) const { // Crete the PFCluster and add the original object as Consitutent pfClusters->emplace_back(decCalo.floatPt(), - region.floatGlbEta(decCalo.hwEta), - region.floatGlbPhi(decCalo.hwPhi), - decCalo.floatHoe(), - true, - decCalo.floatPtErr(), - decCalo.intPt(), - decCalo.intEta(), - decCalo.intPhi(), - decCalo.floatMeanZ(), - decCalo.floatSrrTot()); - + region.floatGlbEta(decCalo.hwEta), + region.floatGlbPhi(decCalo.hwPhi), + decCalo.floatHoe(), + true, + decCalo.floatPtErr(), + decCalo.intPt(), + decCalo.intEta(), + decCalo.intPhi()); + // Add additional variables specialized for GCT and HGCal clusters pfClusters->back().setHwQual(decCalo.hwEmID.to_int()); - pfClusters->back().setPuIDScore(decCalo.floatPuProb()); - pfClusters->back().setPiIDScore(decCalo.floatPiProb()); - pfClusters->back().setEmIDScore(decCalo.floatEmProb()); + pfClusters->back().setCaloDigi(decCalo); setRefs_(pfClusters->back(), decCalo); } @@ -822,24 +816,20 @@ void L1TCorrelatorLayer1Producer::addDecodedEmCalo(l1ct::EmCaloObjEmu &decCalo, void L1TCorrelatorLayer1Producer::addHadPFCluster(const l1ct::HadCaloObjEmu &decCalo, const l1ct::PFRegionEmu ®ion, std::unique_ptr &pfClusters) const { - // Crete the PFCluster and add the original object as Consitutent + // Crete the PFCluster and add the original object as Consitutent pfClusters->emplace_back(decCalo.floatPt(), - region.floatGlbEta(decCalo.hwEta), - region.floatGlbPhi(decCalo.hwPhi), - decCalo.floatHoe(), - decCalo.hwIsEM(), - 0., // ptError - decCalo.intPt(), - decCalo.intEta(), - decCalo.intPhi(), - decCalo.floatMeanZ(), - decCalo.floatSrrTot()); - + region.floatGlbEta(decCalo.hwEta), + region.floatGlbPhi(decCalo.hwPhi), + decCalo.floatHoe(), + decCalo.hwIsEM(), + 0., // ptError + decCalo.intPt(), + decCalo.intEta(), + decCalo.intPhi()); + // Add additional variables specialized for GCT and HGCal clusters pfClusters->back().setHwQual(decCalo.hwEmID.to_int()); - pfClusters->back().setPuIDScore(decCalo.floatPuProb()); - pfClusters->back().setPiIDScore(decCalo.floatPiProb()); - pfClusters->back().setEmIDScore(decCalo.floatEmProb()); + pfClusters->back().setCaloDigi(decCalo); setRefs_(pfClusters->back(), decCalo); } @@ -1046,8 +1036,6 @@ void L1TCorrelatorLayer1Producer::getDecodedGctPFCluster(l1ct::HadCaloObjEmu &ca calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(c->phi())); calo.hwEmPt = l1ct::Scales::makePtFromFloat(c->emEt()); calo.hwEmID = c->hwEmID(); - calo.hwSrrTot = l1ct::Scales::makeSrrTot(c->sigmaRR()); - calo.hwMeanZ = c->absZBarycenter() < 320. ? l1ct::meanz_t(0) : l1ct::Scales::makeMeanZ(c->absZBarycenter()); calo.hwHoe = l1ct::Scales::makeHoe(c->hOverE()); } @@ -1080,45 +1068,43 @@ void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const T &p) con } } -template<> -std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::PFNeutralObjEmu &key) const { - return "Invalid pointer in Neutral PF candidate id " + std::to_string(key.intId()) + " pt " + std::to_string(key.floatPt()) + - " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +template <> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::PFNeutralObjEmu &key) const { + return "Invalid pointer in Neutral PF candidate id " + std::to_string(key.intId()) + " pt " + + std::to_string(key.floatPt()) + " eta " + std::to_string(key.floatEta()) + " phi " + + std::to_string(key.floatPhi()); } -template<> -std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::HadCaloObjEmu &key) const { - return "Invalid pointer in hadcalo obj, pt " + std::to_string(key.floatPt()) + - " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +template <> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::HadCaloObjEmu &key) const { + return "Invalid pointer in hadcalo obj, pt " + std::to_string(key.floatPt()) + " eta " + + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); } -template<> -std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::EmCaloObjEmu &key) const { - return "Invalid pointer in emcalo obj, pt " + std::to_string(key.floatPt()) + - " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +template <> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::EmCaloObjEmu &key) const { + return "Invalid pointer in emcalo obj, pt " + std::to_string(key.floatPt()) + " eta " + + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); } -template<> -std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::TkObjEmu &key) const { - return "Invalid track pointer in track obj, pt " + std::to_string(key.floatPt()) + - " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +template <> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::TkObjEmu &key) const { + return "Invalid track pointer in track obj, pt " + std::to_string(key.floatPt()) + " eta " + + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); } -template<> -std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::EGIsoObjEmu &key) const { - return "Invalid cluster pointer in EGIso candidate, pt " + std::to_string(key.floatPt()) + - " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +template <> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::EGIsoObjEmu &key) const { + return "Invalid cluster pointer in EGIso candidate, pt " + std::to_string(key.floatPt()) + " eta " + + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); } -template<> -std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::EGIsoEleObjEmu &key) const { - return "Invalid cluster pointer in EGEleIso candidate, pt " + std::to_string(key.floatPt()) + - " eta " + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); +template <> +std::string L1TCorrelatorLayer1Producer::refExcepMsg_(const l1ct::EGIsoEleObjEmu &key) const { + return "Invalid cluster pointer in EGEleIso candidate, pt " + std::to_string(key.floatPt()) + " eta " + + std::to_string(key.floatEta()) + " phi " + std::to_string(key.floatPhi()); } - - - template <> void L1TCorrelatorLayer1Producer::setRefs_(l1t::PFCandidate &pf, const l1ct::PFNeutralObjEmu &p) const { diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc index b776bfa434197..48d66c5c40c83 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromHGC3DClusters.cc @@ -111,7 +111,6 @@ void l1tpf::PFClusterProducerFromHGC3DClusters::produce(edm::Event &iEvent, cons if (pt <= etCut_) continue; - // this block below is to support the older EG emulators, and is not used in newer ones if (it->hwQual()) { // this is the EG ID shipped with the HGC TPs // we use the EM interpretation of the cluster energy @@ -163,9 +162,9 @@ void l1tpf::PFClusterProducerFromHGC3DClusters::produce(edm::Event &iEvent, cons corrector_.correctPt(cluster); cluster.setPtError(resol_(cluster.pt(), std::abs(cluster.eta()))); - // We se the cluster shape variables used downstream - cluster.setAbsZBarycenter(fabs(it->zBarycenter())); - cluster.setSigmaRR(it->sigmaRRTot()); + // // We se the cluster shape variables used downstream + // cluster.setAbsZBarycenter(fabs(it->zBarycenter())); + // cluster.setSigmaRR(it->sigmaRRTot()); out->push_back(cluster); out->back().addConstituent(edm::Ptr(multiclusters, multiclusters->key(it))); diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc index a85cb8f5feaf0..4d047f11bb833 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/PFClusterProducerFromL1EGClusters.cc @@ -69,25 +69,29 @@ void l1tpf::PFClusterProducerFromL1EGClusters::produce(edm::Event &iEvent, const l1tpf_calo::GridSelector selector = l1tpf_calo::GridSelector(etaBounds_, phiBounds_, maxClustersEtaPhi_); - for(unsigned int index = 0; index < clusters->size(); ++index) { - const auto& cryCl = (*clusters)[index]; - const auto& digiCryCl = (*digi_clusters)[index]; + for (unsigned int index = 0; index < clusters->size(); ++index) { + const auto &cryCl = (*clusters)[index]; + const auto &digiCryCl = (*digi_clusters)[index]; if (cryCl.pt() <= etCut_) continue; - l1t::PFCluster cluster( - cryCl.pt(), cryCl.eta(), cryCl.phi(), /*hOverE=*/0., /*isEM=*/true); // it->hovere() seems to return random values + l1t::PFCluster cluster(cryCl.pt(), + cryCl.eta(), + cryCl.phi(), + /*hOverE=*/0., + /*isEM=*/true); // it->hovere() seems to return random values if (corrector_.valid()) corrector_.correctPt(cluster); cluster.setPtError(resol_(cluster.pt(), std::abs(cluster.eta()))); - // hwQual definition: + // hwQual definition: // bit 0: standaloneWP: is_iso && is_ss // bit 1: looseL1TkMatchWP: is_looseTkiso && is_looseTkss - // bit 2: photonWP: - unsigned int qual = (digiCryCl.passes_iso() & digiCryCl.passes_ss()) | ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | (false << 2); + // bit 2: photonWP: + unsigned int qual = (digiCryCl.passes_iso() & digiCryCl.passes_ss()) | + ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | (false << 2); cluster.setHwQual(qual); - cluster.setDigiWord(digiCryCl.data()); + // cluster.setDigiWord(digiCryCl.data()); out->push_back(cluster); out->back().addConstituent(edm::Ptr(clusters, index)); selector.fill(cluster.pt(), cluster.eta(), cluster.phi(), index); @@ -95,7 +99,7 @@ void l1tpf::PFClusterProducerFromL1EGClusters::produce(edm::Event &iEvent, const std::vector indices = selector.returnSorted(); for (unsigned int ii = 0; ii < indices.size(); ii++) { unsigned int theIndex = indices[ii]; - const auto& digiCryCl = (*digi_clusters)[theIndex]; + const auto &digiCryCl = (*digi_clusters)[theIndex]; l1t::PFCluster cluster((clusters->begin() + theIndex)->pt(), (clusters->begin() + theIndex)->eta(), @@ -105,10 +109,11 @@ void l1tpf::PFClusterProducerFromL1EGClusters::produce(edm::Event &iEvent, const if (corrector_.valid()) corrector_.correctPt(cluster); cluster.setPtError(resol_(cluster.pt(), std::abs(cluster.eta()))); - unsigned int qual = (digiCryCl.passes_iso() & digiCryCl.passes_ss()) | ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | (false << 2); + unsigned int qual = (digiCryCl.passes_iso() & digiCryCl.passes_ss()) | + ((digiCryCl.passes_looseTkiso() & digiCryCl.passes_looseTkss()) << 1) | (false << 2); cluster.setHwQual(qual); - cluster.setDigiWord(digiCryCl.data()); + // cluster.setDigiWord(digiCryCl.data()); out_sel->push_back(cluster); out_sel->back().addConstituent(edm::Ptr(clusters, theIndex)); } diff --git a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterEgID.cc b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterEgID.cc index 6cf9b028ad7f6..0ed2b8a637a8d 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterEgID.cc +++ b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterEgID.cc @@ -25,21 +25,14 @@ void l1tpf::HGC3DClusterEgID::prepareTMVA() { reco::details::loadTMVAWeights(&*reader_, method_, weightsFile_); } -float l1tpf::HGC3DClusterEgID::passID(l1t::HGCalMulticluster c, l1t::PFCluster &cpf) { +bool l1tpf::HGC3DClusterEgID::passID(const l1t::HGCalMulticluster c, float &mvaOut) { if (preselection_(c)) { for (auto &var : variables_) var.fill(c); - float mvaOut = reader_->EvaluateMVA(method_); - if (isPUFilter_) - cpf.setEgVsPUMVAOut(mvaOut); - else - cpf.setEgVsPionMVAOut(mvaOut); - return (mvaOut > wp_(c) ? 1 : 0); + mvaOut = reader_->EvaluateMVA(method_); + return mvaOut > wp_(c); } else { - if (isPUFilter_) - cpf.setEgVsPUMVAOut(-100.0); - else - cpf.setEgVsPionMVAOut(-100.0); - return 0; + mvaOut = -100.; + return false; } } diff --git a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc index 1d1646b3ffaeb..c41b956958ebb 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc +++ b/L1Trigger/Phase2L1ParticleFlow/src/HGC3DClusterID.cc @@ -2,7 +2,8 @@ l1tpf::HGC3DClusterID::HGC3DClusterID(const edm::ParameterSet &pset) { // Inference of the conifer BDT model - multiclass_bdt_ = new conifer::BDT(edm::FileInPath(pset.getParameter("model")).fullPath()); + multiclass_bdt_ = new conifer::BDT( + edm::FileInPath(pset.getParameter("model")).fullPath()); wp_PU = {0.38534376, 0.33586645}; wp_Pi = {0.22037095, 0.08385937}; @@ -14,7 +15,7 @@ float l1tpf::HGC3DClusterID::evaluate(const l1t::HGCalMulticluster &cl, l1t::PFC bdt_feature_t showerlength = cl.showerLength(); bdt_feature_t coreshowerlength = cl.coreShowerLength(); bdt_feature_t eot = cl.eot(); - bdt_feature_t eta = std::abs(cl.eta()); // take absolute values for eta for BDT input + bdt_feature_t eta = std::abs(cl.eta()); // take absolute values for eta for BDT input bdt_feature_t meanz = std::abs(cl.zBarycenter()) - 320; bdt_feature_t seetot = cl.sigmaEtaEtaTot(); bdt_feature_t spptot = cl.sigmaPhiPhiTot(); @@ -40,31 +41,29 @@ float l1tpf::HGC3DClusterID::evaluate(const l1t::HGCalMulticluster &cl, l1t::PFC // max score to ID the cluster -> Deprecated float maxScore = *std::max_element(bdt_score.begin(), bdt_score.end()); - cpf.setPuIDScore(puScore); - cpf.setEmIDScore(emScore); - cpf.setPiIDScore(piScore); - + // cpf.setPuIDScore(puScore); + // cpf.setEmIDScore(emScore); + // cpf.setPiIDScore(piScore); + return maxScore; } - bool l1tpf::HGC3DClusterID::passPuID(l1t::PFCluster &cpf, float maxScore) { - - return (cpf.pt() < 20 ? (cpf.puIDScore() > wp_PU[0]) : (cpf.puIDScore() > wp_PU[1])); + return false; + // return (cpf.pt() < 20 ? (cpf.puIDScore() > wp_PU[0]) : (cpf.puIDScore() > wp_PU[1])); } bool l1tpf::HGC3DClusterID::passPFEmID(l1t::PFCluster &cpf, float maxScore) { - - return (cpf.pt() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); + return false; + // return (cpf.pt() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); } bool l1tpf::HGC3DClusterID::passEgEmID(l1t::PFCluster &cpf, float maxScore) { - - return (cpf.pt() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); + return false; + // return (cpf.pt() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.emIDScore() > wp_Eg[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.emIDScore() > wp_Eg[1]))); } - bool l1tpf::HGC3DClusterID::passPiID(l1t::PFCluster &cpf, float maxScore) { - - return (cpf.pt() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.piIDScore() > wp_Pi[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.piIDScore() > wp_Pi[1]))); + return false; + // return (cpf.pt() < 20 ? ((cpf.puIDScore() <= wp_PU[0]) && (cpf.piIDScore() > wp_Pi[0])) : ((cpf.puIDScore() <= wp_PU[1]) && (cpf.piIDScore() > wp_Pi[1]))); } diff --git a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pfeginput_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pfeginput_ref.cpp index b8289c959f743..6e3e49e5a32db 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pfeginput_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pfeginput_ref.cpp @@ -44,6 +44,8 @@ void EGInputSelectorEmulator::select_eginput(const l1ct::HadCaloObjEmu &in, out.hwSrrTot = in.hwSrrTot; out.hwMeanZ = in.hwMeanZ; out.hwHoe = in.hwHoe; + out.hwPiProb = in.hwPiProb; + out.hwEmProb = in.hwEmProb; valid_out = (in.hwEmID & cfg.idMask) != 0; } diff --git a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp index 9e9e90967af5f..308c393b021df 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp @@ -59,7 +59,8 @@ l1ct::HgcalClusterDecoderEmulator::HgcalClusterDecoderEmulator(const std::string l1ct::HgcalClusterDecoderEmulator::~HgcalClusterDecoderEmulator() {} -l1ct::HgcalClusterDecoderEmulator::UseEmInterp l1ct::HgcalClusterDecoderEmulator::setEmInterpScenario(const std::string &emInterpScenario) { +l1ct::HgcalClusterDecoderEmulator::UseEmInterp l1ct::HgcalClusterDecoderEmulator::setEmInterpScenario( + const std::string &emInterpScenario) { if (emInterpScenario == "no") return UseEmInterp::No; if (emInterpScenario == "emOnly") @@ -71,7 +72,6 @@ l1ct::HgcalClusterDecoderEmulator::UseEmInterp l1ct::HgcalClusterDecoderEmulator throw std::runtime_error("Unknown emInterpScenario: " + emInterpScenario); } - l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegionEmu §or, const ap_uint<256> &in, bool &valid) const { @@ -84,7 +84,7 @@ l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegi ap_uint<14> w_pt = in(13, 0); // 14 bits: 13-0 ap_uint<14> w_empt = in(27, 14); // 14 bits: 27-14 ap_uint<4> w_gctqual = in(31, 28); // 4 bits: 31-28 - ap_uint<8> w_emf_tot = in(39, 32); // 8 bits: 39-32 + ap_uint<8> w_emf_tot = in(39, 32); // 8 bits: 39-32 ap_uint<8> w_emf = in(47, 40); // 8 bits: 47-40 // Word 1 @@ -123,7 +123,7 @@ l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegi out.hwSrrTot = w_sigmarrtot * l1ct::srrtot_t(l1ct::Scales::SRRTOT_LSB); // We just downscale precision and round to the nearest integer out.hwMeanZ = l1ct::meanz_t(std::min(w_meanz.to_int() + 4, (1 << 12) - 1) >> 3); - // Compute an H/E value: 1/emf - 1 as needed by Composite ID + // Compute an H/E value: 1/emf - 1 as needed by Composite ID // NOTE: this uses the total cluster energy, which is not the case for the eot shower shape! // FIXME: could drop once we move the model to the eot fraction ap_ufixed<10, 5, AP_RND_CONV, AP_SAT> w_hoe = 256.0 / (w_emf_tot.to_int() + 0.5) - 1; @@ -142,21 +142,22 @@ l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegi // evaluate multiclass model valid = multiclass_id_.evaluate(out, inputs); - // Apply EM interpretation scenario if (emInterpScenario_ == UseEmInterp::No) { // we do not use EM interpretation - out.hwEmPt = w_emf_tot*out.hwPt/256; + out.hwEmPt = w_emf_tot * out.hwPt / 256; // NOTE: only case where hoe consisten with hwEmPt } else if (emInterpScenario_ == UseEmInterp::EmOnly) { // for emID objs, use EM interp as pT and set H = 0 if (out.hwEmID) { out.hwPt = out.hwEmPt; out.hwHoe = 0; } - } else if (emInterpScenario_ == UseEmInterp::AllKeepHad) { // for all objs, replace EM part with EM interp, preserve H - l1ct::pt_t had_pt = out.hwPt - w_emf_tot*out.hwPt/256; + } else if (emInterpScenario_ == + UseEmInterp::AllKeepHad) { // for all objs, replace EM part with EM interp, preserve H + l1ct::pt_t had_pt = out.hwPt - w_emf_tot * out.hwPt / 256; out.hwPt = had_pt + out.hwEmPt; // FIXME: we do not recompute hoe for now... - } else if (emInterpScenario_ == UseEmInterp::AllKeepTot) { // for all objs, replace EM part with EM interp, preserve pT + } else if (emInterpScenario_ == + UseEmInterp::AllKeepTot) { // for all objs, replace EM part with EM interp, preserve pT // FIXME: we do not recompute hoe for now... } @@ -210,7 +211,7 @@ bool l1ct::HgcalClusterDecoderEmulator::MultiClassID::evaluate(l1ct::HadCaloObjE cl.hwEmID = passPFEm | (passEgEm << 1) | (passEgEm << 2); // FIXME: for now loose eg WP == tight WP? cl.hwPiProb = sm_scores[1]; - cl.hwEgProb = sm_scores[2]; + cl.hwEmProb = sm_scores[2]; return !passPu; } From 2224834e6ad5ee1efddb6e5d9599ac48c9ae0e46 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Mon, 20 Jan 2025 10:24:27 +0100 Subject: [PATCH 17/22] Fix eta phi bias in GCT clusters + some cosmetics --- .../plugins/L1TCorrelatorLayer1Producer.cc | 12 ++++++++---- .../src/egamma/pftkegalgo_ref.cpp | 1 + 2 files changed, 9 insertions(+), 4 deletions(-) diff --git a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc index b6856d5e64ca4..720476d0c7f24 100644 --- a/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc +++ b/L1Trigger/Phase2L1ParticleFlow/plugins/L1TCorrelatorLayer1Producer.cc @@ -1006,12 +1006,16 @@ void L1TCorrelatorLayer1Producer::addDecodedMuon(l1ct::DetectorSector &sec, const l1tp2::DigitizedClusterCorrelator &digi) const { + constexpr float ETA_RANGE_ONE_SIDE = 1.4841; // barrel goes from (-1.4841, +1.4841) + constexpr float ETA_LSB = 2 * ETA_RANGE_ONE_SIDE / 170.; + constexpr float PHI_LSB = 2 * M_PI / 360.; + calo.clear(); calo.hwPt = l1ct::Scales::makePtFromFloat(digi.pt() * digi.ptLSB()); - calo.hwEta = l1ct::Scales::makeGlbEta(digi.realEta()) - - sec.region.hwEtaCenter; // important to enforce that the region boundary is on a discrete value - calo.hwPhi = l1ct::Scales::makePhi(sec.region.localPhi(digi.realPhi())); - + calo.hwEta = l1ct::Scales::makeGlbEta(digi.realEta() + ETA_LSB / 2.) - + sec.region.hwEtaCenter; // FIXME: correct here a 1/2 a crystal bias + calo.hwPhi = l1ct::Scales::makePhi( + sec.region.localPhi(digi.realPhi() + PHI_LSB / 2.)); // FIXME: correct here a 1/2 a crystal bias if (corrector_.valid()) { float newpt = corrector_.correctedPt(calo.floatPt(), calo.floatPt(), sec.region.floatGlbEta(calo.hwEta)); calo.hwPt = l1ct::Scales::makePtFromFloat(newpt); diff --git a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp index 9383ef6d69a1f..66a2be10a90b1 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/egamma/pftkegalgo_ref.cpp @@ -53,6 +53,7 @@ l1ct::PFTkEGAlgoEmuConfig::PFTkEGAlgoEmuConfig(const edm::ParameterSet &pset) edm::ParameterSetDescription l1ct::PFTkEGAlgoEmuConfig::getParameterSetDescription() { edm::ParameterSetDescription description; + description.addUntracked("debug", 0); description.add("nTRACK"); description.add("nTRACK_EGIN"); description.add("nEMCALO_EGIN"); From 5d6c41b9f9253866e3912eee854cae613f19e33f Mon Sep 17 00:00:00 2001 From: Gianluca Date: Fri, 10 Jan 2025 10:57:26 +0100 Subject: [PATCH 18/22] Update to more recent geometry --- .../test/make_l1ctLayer1_dumpFiles_fromRAW_cfg.py | 9 +++++---- .../test/make_l1ct_binaryFiles_cfg.py | 7 ++++--- 2 files changed, 9 insertions(+), 7 deletions(-) diff --git a/L1Trigger/Phase2L1ParticleFlow/test/make_l1ctLayer1_dumpFiles_fromRAW_cfg.py b/L1Trigger/Phase2L1ParticleFlow/test/make_l1ctLayer1_dumpFiles_fromRAW_cfg.py index cd99991a62a92..6f5beaf0737e3 100644 --- a/L1Trigger/Phase2L1ParticleFlow/test/make_l1ctLayer1_dumpFiles_fromRAW_cfg.py +++ b/L1Trigger/Phase2L1ParticleFlow/test/make_l1ctLayer1_dumpFiles_fromRAW_cfg.py @@ -15,11 +15,11 @@ process.MessageLogger.cerr.FwkReport.reportEvery = 1 process.source = cms.Source("PoolSource", - fileNames = cms.untracked.vstring('/store/mc/Phase2HLTTDRWinter20DIGI/TT_TuneCP5_14TeV-powheg-pythia8/GEN-SIM-DIGI-RAW/PU200_110X_mcRun4_realistic_v3-v2/110000/005E74D6-B50E-674E-89E6-EAA9A617B476.root',) + fileNames = cms.untracked.vstring( '/store/cmst3/group/l1tr/cerminar/14_0_X/fpinputs_131X/v3/TTbar_PU200/inputs131X_1.root',) ) -process.load('Configuration.Geometry.GeometryExtended2026D49Reco_cff') -process.load('Configuration.Geometry.GeometryExtended2026D49_cff') +process.load('Configuration.Geometry.GeometryExtended2026D95Reco_cff') +process.load('Configuration.Geometry.GeometryExtended2026D95_cff') process.load('Configuration.StandardSequences.MagneticField_cff') process.load('SimGeneral.MixingModule.mixNoPU_cfi') process.load('Configuration.StandardSequences.EndOfProcess_cff') @@ -33,7 +33,7 @@ process.load('Configuration.StandardSequences.SimL1Emulator_cff') process.load('L1Trigger.TrackTrigger.TrackTrigger_cff') process.load("L1Trigger.TrackFindingTracklet.L1HybridEmulationTracks_cff") -process.load("L1Trigger.TrackerDTC.ProducerES_cff") +# process.load("L1Trigger.TrackerDTC.ProducerES_cff") process.load("L1Trigger.TrackerDTC.ProducerED_cff") process.load("RecoVertex.BeamSpotProducer.BeamSpot_cfi") @@ -56,6 +56,7 @@ process.offlineBeamSpot, process.l1tTTTracksFromTrackletEmulation, process.SimL1EmulatorTask + # process.L1THGCalTriggerPrimitivesTask ) process.RunPF = cms.Path( process.l1tLayer1Barrel + diff --git a/L1Trigger/Phase2L1ParticleFlow/test/make_l1ct_binaryFiles_cfg.py b/L1Trigger/Phase2L1ParticleFlow/test/make_l1ct_binaryFiles_cfg.py index 40597a93eff4c..3b360cda23228 100644 --- a/L1Trigger/Phase2L1ParticleFlow/test/make_l1ct_binaryFiles_cfg.py +++ b/L1Trigger/Phase2L1ParticleFlow/test/make_l1ct_binaryFiles_cfg.py @@ -43,14 +43,14 @@ skipEvents = cms.untracked.uint32(0), ) -process.load('Configuration.Geometry.GeometryExtended2026D95Reco_cff') -process.load('Configuration.Geometry.GeometryExtended2026D95_cff') +process.load('Configuration.Geometry.GeometryExtended2026D110Reco_cff') +process.load('Configuration.Geometry.GeometryExtended2026D110_cff') process.load('Configuration.StandardSequences.MagneticField_cff') process.load('SimCalorimetry.HcalTrigPrimProducers.hcaltpdigi_cff') # needed to read HCal TPs process.load('Configuration.StandardSequences.FrontierConditions_GlobalTag_cff') from Configuration.AlCa.GlobalTag import GlobalTag -process.GlobalTag = GlobalTag(process.GlobalTag, '125X_mcRun4_realistic_v2', '') +process.GlobalTag = GlobalTag(process.GlobalTag, '141X_mcRun4_realistic_v3', '') process.load('L1Trigger.Phase2L1ParticleFlow.l1ctLayer1_cff') process.load('L1Trigger.Phase2L1ParticleFlow.l1ctLayer2EG_cff') @@ -135,6 +135,7 @@ # process.l1tSAMuonsGmt + # process.l1tPhase2L1CaloEGammaEmulator + # process.l1tPhase2CaloPFClusterEmulator + + # process.l1tPFClustersFromHGC3DClusters + process.l1tGTTInputProducer + process.l1tTrackSelectionProducer + process.l1tVertexFinderEmulator + From a0b910d0c63052bac079c77d41fffc23233e27ee Mon Sep 17 00:00:00 2001 From: Gianluca Date: Mon, 27 Jan 2025 14:14:21 +0100 Subject: [PATCH 19/22] Schema evolution for PFCandidates ref2calo --- DataFormats/L1TParticleFlow/interface/PFCandidate.h | 2 -- DataFormats/L1TParticleFlow/src/classes_def.xml | 8 ++++++++ 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/DataFormats/L1TParticleFlow/interface/PFCandidate.h b/DataFormats/L1TParticleFlow/interface/PFCandidate.h index b1de1bba2909e..ff6e026acdfa3 100644 --- a/DataFormats/L1TParticleFlow/interface/PFCandidate.h +++ b/DataFormats/L1TParticleFlow/interface/PFCandidate.h @@ -38,7 +38,6 @@ namespace l1t { const L1CandPtr& caloPtr() const { return caloPtr_; } void setCaloPtr(const L1CandPtr& ptr) { caloPtr_ = ptr; } - // FIXME: need to provide backward compatibility to get Ptr out of the PFCluster ref const MuonRef& muon() const { return muonRef_; } void setMuon(const MuonRef& ref) { muonRef_ = ref; } @@ -71,7 +70,6 @@ namespace l1t { void setEncodedPuppi64(uint64_t encodedPuppi64) { encodedPuppi64_ = encodedPuppi64; } private: - L1CandPtr caloPtr_; PFTrackRef trackRef_; MuonRef muonRef_; diff --git a/DataFormats/L1TParticleFlow/src/classes_def.xml b/DataFormats/L1TParticleFlow/src/classes_def.xml index cbbf943e9ebe7..a5eec34582df1 100644 --- a/DataFormats/L1TParticleFlow/src/classes_def.xml +++ b/DataFormats/L1TParticleFlow/src/classes_def.xml @@ -39,6 +39,14 @@ + + setCaloPtr(edm::refToPtr(onfile.clusterRef_)); + ]]> + + + + From e7cab2233c70cb7d9b61cb79c8a006306fff64f7 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Wed, 29 Jan 2025 11:45:12 +0100 Subject: [PATCH 20/22] Code format --- .../Phase2L1ParticleFlow/interface/conifer.h | 271 +++++++++--------- 1 file changed, 133 insertions(+), 138 deletions(-) diff --git a/L1Trigger/Phase2L1ParticleFlow/interface/conifer.h b/L1Trigger/Phase2L1ParticleFlow/interface/conifer.h index 4b49d993cbc6b..6607c347fbbbf 100644 --- a/L1Trigger/Phase2L1ParticleFlow/interface/conifer.h +++ b/L1Trigger/Phase2L1ParticleFlow/interface/conifer.h @@ -4,9 +4,9 @@ #include #include -namespace conifer{ +namespace conifer { -/* --- + /* --- * Balanced tree reduce implementation. * Reduces an array of inputs to a single value using the template binary operator 'Op', * for example summing all elements with Op_add, or finding the maximum with Op_max @@ -14,153 +14,148 @@ namespace conifer{ * before applying and accumulate the result over the rolled dimension. * Required for emulation to guarantee equality of ordering. * --- */ -constexpr int floorlog2(int x) { return (x < 2) ? 0 : 1 + floorlog2(x / 2); } - -template -constexpr int pow(int x) { - return x == 0 ? 1 : B * pow(x - 1); -} - -constexpr int pow2(int x) { return pow<2>(x); } - -template -T reduce(std::vector x, Op op) { - int N = x.size(); - int leftN = pow2(floorlog2(N - 1)) > 0 ? pow2(floorlog2(N - 1)) : 0; - //static constexpr int rightN = N - leftN > 0 ? N - leftN : 0; - if (N == 1) { - return x.at(0); - } else if (N == 2) { - return op(x.at(0), x.at(1)); - } else { - std::vector left(x.begin(), x.begin() + leftN); - std::vector right(x.begin() + leftN, x.end()); - return op(reduce(left, op), reduce(right, op)); - } -} - -template -class OpAdd { -public: - T operator()(T a, T b) { return a + b; } -}; - -template -class DecisionTree{ - -private: - std::vector feature; - std::vector children_left; - std::vector children_right; - std::vector threshold_; - std::vector value_; - std::vector threshold; - std::vector value; - std::string splitting_convention; - -public: - - U decision_function(const std::vector &x) const{ - /* Do the prediction */ - int i = 0; - bool comparison; - while(feature[i] != -2){ // continue until reaching leaf - // std::cout << "splitting conf: " << splitting_convention << std::endl; - if(splitting_convention == "<="){ - comparison = x[feature[i]] <= threshold_[i]; - } else { - comparison = x[feature[i]] < threshold_[i]; - } - i = comparison ? children_left[i] : children_right[i]; - } - return value_[i]; + constexpr int floorlog2(int x) { return (x < 2) ? 0 : 1 + floorlog2(x / 2); } + + template + constexpr int pow(int x) { + return x == 0 ? 1 : B * pow(x - 1); } - void init_(std::string splitting_convention_p){ - /* Since T, U types may not be readable from the JSON, read them to double and the cast them here */ - splitting_convention = splitting_convention_p; - std::transform(threshold.begin(), threshold.end(), std::back_inserter(threshold_), - [](double t) -> T { return (T) t; }); - std::transform(value.begin(), value.end(), std::back_inserter(value_), - [](double v) -> U { return (U) v; }); + constexpr int pow2(int x) { return pow<2>(x); } + + template + T reduce(std::vector x, Op op) { + int N = x.size(); + int leftN = pow2(floorlog2(N - 1)) > 0 ? pow2(floorlog2(N - 1)) : 0; + //static constexpr int rightN = N - leftN > 0 ? N - leftN : 0; + if (N == 1) { + return x.at(0); + } else if (N == 2) { + return op(x.at(0), x.at(1)); + } else { + std::vector left(x.begin(), x.begin() + leftN); + std::vector right(x.begin() + leftN, x.end()); + return op(reduce(left, op), reduce(right, op)); + } } - // Define how to read this class to/from JSON - NLOHMANN_DEFINE_TYPE_INTRUSIVE(DecisionTree, feature, children_left, children_right, threshold, value); - -}; // class DecisionTree - -template -class BDT{ - -private: - - unsigned int n_classes; - unsigned int n_trees; - unsigned int n_features; - std::vector init_predict; - std::vector init_predict_; - // vector of decision trees: outer dimension tree, inner dimension class - std::vector>> trees; - OpAdd add; - std::string splitting_convention; - -public: - - // Define how to read this class to/from JSON - NLOHMANN_DEFINE_TYPE_INTRUSIVE(BDT, n_classes, n_trees, n_features, init_predict, trees, splitting_convention); - - BDT(std::string filename){ - /* Construct the BDT from conifer cpp backend JSON file */ - std::ifstream ifs(filename); - nlohmann::json j = nlohmann::json::parse(ifs); - from_json(j, *this); - /* Do some transformation to initialise things into the proper emulation T, U types */ - if(n_classes == 2) n_classes = 1; - std::transform(init_predict.begin(), init_predict.end(), std::back_inserter(init_predict_), - [](double ip) -> U { return (U) ip; }); - for(unsigned int i = 0; i < n_trees; i++){ - for(unsigned int j = 0; j < n_classes; j++){ - trees.at(i).at(j).init_(splitting_convention); + template + class OpAdd { + public: + T operator()(T a, T b) { return a + b; } + }; + + template + class DecisionTree { + private: + std::vector feature; + std::vector children_left; + std::vector children_right; + std::vector threshold_; + std::vector value_; + std::vector threshold; + std::vector value; + std::string splitting_convention; + + public: + U decision_function(const std::vector &x) const { + /* Do the prediction */ + int i = 0; + bool comparison; + while (feature[i] != -2) { // continue until reaching leaf + // std::cout << "splitting conf: " << splitting_convention << std::endl; + if (splitting_convention == "<=") { + comparison = x[feature[i]] <= threshold_[i]; + } else { + comparison = x[feature[i]] < threshold_[i]; + } + i = comparison ? children_left[i] : children_right[i]; } + return value_[i]; } - } - std::vector decision_function(std::vector x) const{ - /* Do the prediction */ - assert("Size of feature vector mismatches expected n_features" && x.size() == n_features); - std::vector values; - std::vector> values_trees; - values_trees.resize(n_classes); - values.resize(n_classes, U(0)); - for(unsigned int i = 0; i < n_classes; i++){ - std::transform(trees.begin(), trees.end(), std::back_inserter(values_trees.at(i)), - [&i, &x](auto tree_v){ return tree_v.at(i).decision_function(x); }); - if(useAddTree){ - values.at(i) = init_predict_.at(i); - values.at(i) += reduce>(values_trees.at(i), add); - }else{ - values.at(i) = std::accumulate(values_trees.at(i).begin(), values_trees.at(i).end(), U(init_predict_.at(i))); - } + void init_(std::string splitting_convention_p) { + /* Since T, U types may not be readable from the JSON, read them to double and the cast them here */ + splitting_convention = splitting_convention_p; + std::transform( + threshold.begin(), threshold.end(), std::back_inserter(threshold_), [](double t) -> T { return (T)t; }); + std::transform(value.begin(), value.end(), std::back_inserter(value_), [](double v) -> U { return (U)v; }); } - return values; - } + // Define how to read this class to/from JSON + NLOHMANN_DEFINE_TYPE_INTRUSIVE(DecisionTree, feature, children_left, children_right, threshold, value); + + }; // class DecisionTree + + template + class BDT { + private: + unsigned int n_classes; + unsigned int n_trees; + unsigned int n_features; + std::vector init_predict; + std::vector init_predict_; + // vector of decision trees: outer dimension tree, inner dimension class + std::vector>> trees; + OpAdd add; + std::string splitting_convention; + + public: + // Define how to read this class to/from JSON + NLOHMANN_DEFINE_TYPE_INTRUSIVE(BDT, n_classes, n_trees, n_features, init_predict, trees, splitting_convention); + + BDT(std::string filename) { + /* Construct the BDT from conifer cpp backend JSON file */ + std::ifstream ifs(filename); + nlohmann::json j = nlohmann::json::parse(ifs); + from_json(j, *this); + /* Do some transformation to initialise things into the proper emulation T, U types */ + if (n_classes == 2) + n_classes = 1; + std::transform(init_predict.begin(), init_predict.end(), std::back_inserter(init_predict_), [](double ip) -> U { + return (U)ip; + }); + for (unsigned int i = 0; i < n_trees; i++) { + for (unsigned int j = 0; j < n_classes; j++) { + trees.at(i).at(j).init_(splitting_convention); + } + } + } - std::vector _decision_function_double(std::vector x) const{ - /* Do the prediction with data in/out as double, cast to T, U before prediction */ - std::vector xt; - std::transform(x.begin(), x.end(), std::back_inserter(xt), - [](double xi) -> T { return (T) xi; }); - std::vector y = decision_function(xt); - std::vector yd; - std::transform(y.begin(), y.end(), std::back_inserter(yd), - [](U yi) -> double { return (double) yi; }); - return yd; - } + std::vector decision_function(std::vector x) const { + /* Do the prediction */ + assert("Size of feature vector mismatches expected n_features" && x.size() == n_features); + std::vector values; + std::vector> values_trees; + values_trees.resize(n_classes); + values.resize(n_classes, U(0)); + for (unsigned int i = 0; i < n_classes; i++) { + std::transform(trees.begin(), trees.end(), std::back_inserter(values_trees.at(i)), [&i, &x](auto tree_v) { + return tree_v.at(i).decision_function(x); + }); + if (useAddTree) { + values.at(i) = init_predict_.at(i); + values.at(i) += reduce>(values_trees.at(i), add); + } else { + values.at(i) = std::accumulate(values_trees.at(i).begin(), values_trees.at(i).end(), U(init_predict_.at(i))); + } + } + + return values; + } + + std::vector _decision_function_double(std::vector x) const { + /* Do the prediction with data in/out as double, cast to T, U before prediction */ + std::vector xt; + std::transform(x.begin(), x.end(), std::back_inserter(xt), [](double xi) -> T { return (T)xi; }); + std::vector y = decision_function(xt); + std::vector yd; + std::transform(y.begin(), y.end(), std::back_inserter(yd), [](U yi) -> double { return (double)yi; }); + return yd; + } -}; // class BDT + }; // class BDT -} // namespace conifer +} // namespace conifer #endif From d8ac8571896ecaada0d88228054f90a77c526cde Mon Sep 17 00:00:00 2001 From: Gianluca Date: Tue, 4 Feb 2025 16:25:25 +0100 Subject: [PATCH 21/22] Switch off calibration for GCT EM clusters --- L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py | 3 ++- .../Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp | 1 + 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py index bcf91fe54644e..30837e607b7bb 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py @@ -119,7 +119,8 @@ cms.PSet( regions = cms.vuint32(*[6+9*ie+i for ie in range(6) for i in range(3)])), # phi splitting ), - gctEmCorrector = cms.string("L1Trigger/Phase2L1ParticleFlow/data/emcorr_barrel.root"), + # NOTE: the correction was not applied to the EM energy -> we switch it off for EM clusters + gctEmCorrector = cms.string(""), # L1Trigger/Phase2L1ParticleFlow/data/emcorr_barrel.root gctEmResol = cms.PSet( etaBins = cms.vdouble( 0.700, 1.200, 1.600), offset = cms.vdouble( 0.873, 1.081, 1.563), diff --git a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp index 308c393b021df..61f0171430921 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp @@ -165,6 +165,7 @@ l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegi if (corrector_.valid()) { float newpt = corrector_.correctedPt(out.floatPt(), out.floatEmPt(), sector.floatGlbEta(out.hwEta)); out.hwPt = l1ct::Scales::makePtFromFloat(newpt); + // NOTE: hoe/emfrac are not updated } return out; From 1dd1a81d42d60dcf2f3d29e168c9e4df415c1f73 Mon Sep 17 00:00:00 2001 From: Gianluca Date: Mon, 10 Feb 2025 12:56:45 +0100 Subject: [PATCH 22/22] equip for endcap barrel dedicated packing and unpacking of calo objs --- .../L1TParticleFlow/interface/bit_encoding.h | 68 +++++++++++++++---- 1 file changed, 56 insertions(+), 12 deletions(-) diff --git a/DataFormats/L1TParticleFlow/interface/bit_encoding.h b/DataFormats/L1TParticleFlow/interface/bit_encoding.h index 695594179d573..9a3d139a1f9ef 100644 --- a/DataFormats/L1TParticleFlow/interface/bit_encoding.h +++ b/DataFormats/L1TParticleFlow/interface/bit_encoding.h @@ -28,63 +28,107 @@ inline void unpack_bool_from_bits(const U& u, unsigned int& start, bool& data) { data = u[start++]; } -template +enum class PackingStrategy { DEFAULT, BARREL, ENDCAP }; + +// Helper function that calls the correct unpack method based on user input +template +inline auto unpack_helper(const ap_uint& data) { + if constexpr (METHOD == PackingStrategy::BARREL) { + static_assert(T::BITWIDTH_BARREL <= NB, "NB Type is too small for the object"); + return T::unpack_barrel(data); + } else if constexpr (METHOD == PackingStrategy::ENDCAP) { + static_assert(T::BITWIDTH_ENDCAP <= NB, "NB Type is too small for the object"); + return T::unpack_endcap(data); + } else { + static_assert(T::BITWIDTH <= NB, "NB Type is too small for the object"); + return T::unpack(data); + } +} + +template +inline auto pack_helper(const T& obj) { + if constexpr (METHOD == PackingStrategy::BARREL) { + static_assert(T::BITWIDTH_BARREL <= NB, "NB Type is too small for the object"); + + return obj.pack_barrel(); + } else if constexpr (METHOD == PackingStrategy::ENDCAP) { + static_assert(T::BITWIDTH_ENDCAP <= NB, "NB Type is too small for the object"); + + return obj.pack_endcap(); + } else { + static_assert(T::BITWIDTH <= NB, "NB Type is too small for the object"); + + return obj.pack(); + } +} + +template +inline auto pack_slim_helper(const T& obj) { + if constexpr (METHOD == PackingStrategy::BARREL) { + static_assert(T::BITWIDTH_BARREL_SLIM <= NB, "NB Type is too small for the object"); + return obj.pack_barrel_slim(); + } else if constexpr (METHOD == PackingStrategy::ENDCAP) { + static_assert(T::BITWIDTH_ENDCAP_SLIM <= NB, "NB Type is too small for the object"); + return obj.pack_endcap_slim(); + } else { + static_assert(T::BITWIDTH_SLIM <= NB, "NB Type is too small for the object"); + return obj.pack_slim(); + } +} + +template inline void l1pf_pattern_pack(const T objs[N], ap_uint data[]) { #ifdef __SYNTHESIS__ #pragma HLS inline #pragma HLS inline region recursive #endif - assert(T::BITWIDTH <= NB); for (unsigned int i = 0; i < N; ++i) { #ifdef __SYNTHESIS__ #pragma HLS unroll #endif - data[i + OFFS] = objs[i].pack(); + data[i + OFFS] = pack_helper(objs[i]); } } -template +template inline void l1pf_pattern_unpack(const ap_uint data[], T objs[N]) { #ifdef __SYNTHESIS__ #pragma HLS inline #pragma HLS inline region recursive #endif - assert(T::BITWIDTH <= NB); for (unsigned int i = 0; i < N; ++i) { #ifdef __SYNTHESIS__ #pragma HLS unroll #endif - objs[i] = T::unpack(data[i + OFFS]); + objs[i] = unpack_helper(data[i + OFFS]); } } -template +template inline void l1pf_pattern_pack_slim(const T objs[N], ap_uint data[]) { #ifdef __SYNTHESIS__ #pragma HLS inline #pragma HLS inline region recursive #endif - assert(T::BITWIDTH_SLIM <= NB); for (unsigned int i = 0; i < N; ++i) { #ifdef __SYNTHESIS__ #pragma HLS unroll #endif - data[i + OFFS] = objs[i].pack_slim(); + data[i + OFFS] = pack_slim_helper(objs[i]); } } -template +template inline void l1pf_pattern_unpack_slim(const ap_uint data[], T objs[N]) { #ifdef __SYNTHESIS__ #pragma HLS inline #pragma HLS inline region recursive #endif - assert(T::BITWIDTH_SLIM <= NB); for (unsigned int i = 0; i < N; ++i) { #ifdef __SYNTHESIS__ #pragma HLS unroll #endif - objs[i] = T::unpack(data[i + OFFS]); + objs[i] = unpack_helper(data[i + OFFS]); } }