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"output_dir": "/home/kypark/conifer_forDP/prj_tinytree_xgb_multiID_8vars_maxdepth4_ntrees60_ap_fixed_20_10_1728219672", + "output_dir": "/home/kypark/conifer_ultimate/prj_tinytree_99_xgb_multiID_HW_maxdepth4_ntrees60_withEta_ap_fixed_18_8_1745350144", "project_name": "my_prj", "backend": "xilinxhls", - "input_precision": "ap_fixed<20,10>", - "threshold_precision": "ap_fixed<20,10>", - "score_precision": "ap_fixed<20,10>", + "input_precision": "ap_ufixed<9, 9, AP_RND_CONV, AP_SAT>", + "threshold_precision": "ap_ufixed<9, 9, AP_RND_CONV, AP_SAT>", + "score_precision": "ap_fixed<18, 4, AP_RND_CONV, AP_SAT>", "xilinx_part": "xcvu13p-flga2577-2-e", "clock_period": 2.778, "unroll": true, @@ -30197,10 +29947,40 @@ }, "metadata": [ { - "version": "0.1.dev380+g1bded7e", + "version": "1.6", + "host": "yavin", + "user": "kypark", + "time": 1745350144.708667 + }, + { + "version": "1.6", + "host": "yavin", + "user": "kypark", + "time": 1745351893.012668 + }, + { + "version": "1.6", + "host": "yavin", + "user": "kypark", + "time": 1745368143.864226 + }, + { + "version": "1.6", + "host": "yavin", + "user": "kypark", + "time": 1745370379.578341 + }, + { + "version": "1.6", + "host": "yavin", + "user": "kypark", + "time": 1745370730.134922 + }, + { + "version": "1.6", "host": "yavin", "user": "kypark", - "time": 1728219672.383479 + "time": 1745370777.576772 } ] } \ No newline at end of file diff --git a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py index 30837e607b7bb..65a7cbef0b54c 100644 --- a/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py +++ b/L1Trigger/Phase2L1ParticleFlow/python/l1ctLayer1_cff.py @@ -185,10 +185,30 @@ 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), + #wp_PU = cms.vdouble(0.25832766, 0.65156879), + #wp_Pi = cms.vdouble(0.28106467, 0.05198044), + #wp_EgEm = cms.vdouble(0.23633461, 0.17099993), + #wp_PFEm = cms.vdouble(0.23633461, 0.17099993), + + #wp_PU = cms.vdouble(0.33281650, 0.42517368), + #wp_Pi = cms.vdouble(0.25834703, 0.09675570), + #wp_EgEm = cms.vdouble(0.26790839, 0.30390717), + #wp_PFEm = cms.vdouble(0.26790839, 0.30390717), + + #wp_PU = cms.vdouble(0.33474750, 0.34946656), + #wp_Pi = cms.vdouble(0.25935340, 0.09397013), + #wp_EgEm = cms.vdouble(0.26641608, 0.34913054), + #wp_PFEm = cms.vdouble(0.26641608, 0.34913054), + + wp_PU = cms.vdouble(0.35533954, 0.25302208), + wp_Pi = cms.vdouble(0.26773010, 0.03898286), + wp_EgEm = cms.vdouble(0.21351398, 0.40581660), + wp_PFEm = cms.vdouble(0.21351398, 0.40581660), + + #wp_PU = cms.vdouble(0.33672983, 0.12315466), + #wp_Pi = cms.vdouble(0.26018271, 0.03372935), + #wp_EgEm = cms.vdouble(0.15924495, 0.53548360), + #wp_PFEm = cms.vdouble(0.15924495, 0.53548360), ), corrector = cms.string("L1Trigger/Phase2L1ParticleFlow/data/hadcorr_HGCal3D_TC.root"), correctorEmfMax = cms.double(1.125), @@ -329,10 +349,30 @@ 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), + #wp_PU = cms.vdouble(0.25832766, 0.65156879), + #wp_Pi = cms.vdouble(0.28106467, 0.05198044), + #wp_EgEm = cms.vdouble(0.23633461, 0.17099993), + #wp_PFEm = cms.vdouble(0.23633461, 0.17099993), + + #wp_PU = cms.vdouble(0.33281650, 0.42517368), + #wp_Pi = cms.vdouble(0.25834703, 0.09675570), + #wp_EgEm = cms.vdouble(0.26790839, 0.30390717), + #wp_PFEm = cms.vdouble(0.26790839, 0.30390717), + + #wp_PU = cms.vdouble(0.33474750, 0.34946656), + #wp_Pi = cms.vdouble(0.25935340, 0.09397013), + #wp_EgEm = cms.vdouble(0.26641608, 0.34913054), + #wp_PFEm = cms.vdouble(0.26641608, 0.34913054), + + wp_PU = cms.vdouble(0.35533954, 0.25302208), + wp_Pi = cms.vdouble(0.26773010, 0.03898286), + wp_EgEm = cms.vdouble(0.21351398, 0.40581660), + wp_PFEm = cms.vdouble(0.21351398, 0.40581660), + + #wp_PU = cms.vdouble(0.33672983, 0.12315466), + #wp_Pi = cms.vdouble(0.26018271, 0.03372935), + #wp_EgEm = cms.vdouble(0.15924495, 0.53548360), + #wp_PFEm = cms.vdouble(0.15924495, 0.53548360), ), corrector = cms.string("L1Trigger/Phase2L1ParticleFlow/data/hadcorr_HGCal3D_TC.root"), correctorEmfMax = cms.double(1.125), diff --git a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp index 61f0171430921..66d03e0c34bf8 100644 --- a/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp +++ b/L1Trigger/Phase2L1ParticleFlow/src/l1-converters/hgcalinputt_ref.cpp @@ -132,15 +132,15 @@ l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegi // 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}; + w_emf, + w_abseta - 256, + w_meanz, // hwFPMeanz * 2 = w_meanz + w_sigmaetaeta, + w_sigmaphiphi, + w_sigmazz}; // evaluate multiclass model - valid = multiclass_id_.evaluate(out, inputs); + //valid = multiclass_id_.evaluate(out, inputs); // Apply EM interpretation scenario if (emInterpScenario_ == UseEmInterp::No) { // we do not use EM interpretation @@ -168,6 +168,8 @@ l1ct::HadCaloObjEmu l1ct::HgcalClusterDecoderEmulator::decode(const l1ct::PFRegi // NOTE: hoe/emfrac are not updated } + valid = multiclass_id_.evaluate(out, inputs); + return out; } @@ -194,6 +196,8 @@ bool l1ct::HgcalClusterDecoderEmulator::MultiClassID::evaluate(l1ct::HadCaloObjE 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? @@ -201,6 +205,12 @@ bool l1ct::HgcalClusterDecoderEmulator::MultiClassID::evaluate(l1ct::HadCaloObjE break; } } + */ + + if (cl.hwPt >= wp_pt_[0]) { // FIXME: we use the cluster pt to determine the bin before changes due to EM interpretation? + pt_bin = 1; + } + 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]); @@ -210,6 +220,7 @@ bool l1ct::HgcalClusterDecoderEmulator::MultiClassID::evaluate(l1ct::HadCaloObjE // 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? + //cl.hwEmID = passPFEm | (passEgEm << 1); cl.hwPiProb = sm_scores[1]; cl.hwEmProb = sm_scores[2];