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Merge pull request #46539 from waredjeb/TICLv5p1_14_2_X_2024-10-20-0000
TICLv5a : Improve skeleton linking and parameters tuning
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14 changes: 14 additions & 0 deletions
14
...er/Configuration/python/HLT_75e33/modules/hltFilteredLayerClustersRecoveryL1Seeded_cfi.py
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|---|---|---|
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| import FWCore.ParameterSet.Config as cms | ||
|
|
||
| hltFilteredLayerClustersRecoveryL1Seeded = cms.EDProducer("FilteredLayerClustersProducer", | ||
| LayerClusters = cms.InputTag("hltHgcalMergeLayerClustersL1Seeded"), | ||
| LayerClustersInputMask = cms.InputTag("hltTiclTrackstersCLUE3DHighL1Seeded"), | ||
| algo_number = cms.vint32(6, 7, 8), | ||
| clusterFilter = cms.string('ClusterFilterBySize'), | ||
| iteration_label = cms.string('Recovery'), | ||
| max_cluster_size = cms.int32(9999), | ||
| max_layerId = cms.int32(9999), | ||
| mightGet = cms.optional.untracked.vstring, | ||
| min_cluster_size = cms.int32(2), | ||
| min_layerId = cms.int32(0) | ||
| ) |
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44 changes: 0 additions & 44 deletions
44
HLTrigger/Configuration/python/HLT_75e33/modules/hltTiclTracksterLinksUnseeded_cfi.py
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17 changes: 2 additions & 15 deletions
17
HLTrigger/Configuration/python/HLT_75e33/modules/hltTiclTracksterLinks_cfi.py
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93 changes: 93 additions & 0 deletions
93
HLTrigger/Configuration/python/HLT_75e33/modules/hltTiclTrackstersRecoveryL1Seeded_cfi.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,93 @@ | ||
| import FWCore.ParameterSet.Config as cms | ||
|
|
||
| hltTiclTrackstersRecoveryL1Seeded = cms.EDProducer("TrackstersProducer", | ||
| detector = cms.string('HGCAL'), | ||
| filtered_mask = cms.InputTag("hltFilteredLayerClustersRecoveryL1Seeded","Recovery"), | ||
| itername = cms.string('Recovery'), | ||
| layer_clusters = cms.InputTag("hltHgcalMergeLayerClustersL1Seeded"), | ||
| layer_clusters_hfnose_tiles = cms.InputTag("ticlLayerTileHFNose"), | ||
| layer_clusters_tiles = cms.InputTag("hltTiclLayerTileProducerL1Seeded"), | ||
| mightGet = cms.optional.untracked.vstring, | ||
| original_mask = cms.InputTag("hltTiclTrackstersCLUE3DHighL1Seeded"), | ||
| patternRecognitionBy = cms.string('Recovery'), | ||
| inferenceAlgo = cms.string('TracksterInferenceByDNN'), | ||
| pluginPatternRecognitionByCA = cms.PSet( | ||
| algo_verbosity = cms.int32(0), | ||
| computeLocalTime = cms.bool(True), | ||
| energy_em_over_total_threshold = cms.double(-1), | ||
| etaLimitIncreaseWindow = cms.double(2.1), | ||
| filter_on_categories = cms.vint32(0), | ||
| max_delta_time = cms.double(3), | ||
| max_longitudinal_sigmaPCA = cms.double(9999), | ||
| max_missing_layers_in_trackster = cms.int32(9999), | ||
| max_out_in_hops = cms.int32(10), | ||
| min_cos_pointing = cms.double(-1), | ||
| min_cos_theta = cms.double(0.915), | ||
| min_layers_per_trackster = cms.int32(10), | ||
| oneTracksterPerTrackSeed = cms.bool(False), | ||
| out_in_dfs = cms.bool(True), | ||
| pid_threshold = cms.double(0), | ||
| promoteEmptyRegionToTrackster = cms.bool(False), | ||
| root_doublet_max_distance_from_seed_squared = cms.double(9999), | ||
| shower_start_max_layer = cms.int32(9999), | ||
| siblings_maxRSquared = cms.vdouble(0.0006, 0.0006, 0.0006), | ||
| skip_layers = cms.int32(0), | ||
| type = cms.string('CA') | ||
| ), | ||
| pluginPatternRecognitionByCLUE3D = cms.PSet( | ||
| algo_verbosity = cms.int32(0), | ||
| computeLocalTime = cms.bool(True), | ||
| criticalDensity = cms.vdouble(4, 4, 4), | ||
| criticalEtaPhiDistance = cms.vdouble(0.025, 0.025, 0.025), | ||
| criticalSelfDensity = cms.vdouble(0.15, 0.15, 0.15), | ||
| criticalXYDistance = cms.vdouble(1.8, 1.8, 1.8), | ||
| criticalZDistanceLyr = cms.vint32(5, 5, 5), | ||
| cutHadProb = cms.double(0.5), | ||
| densityEtaPhiDistanceSqr = cms.vdouble(0.0008, 0.0008, 0.0008), | ||
| densityOnSameLayer = cms.bool(False), | ||
| densitySiblingLayers = cms.vint32(3, 3, 3), | ||
| densityXYDistanceSqr = cms.vdouble(3.24, 3.24, 3.24), | ||
| doPidCut = cms.bool(False), | ||
| kernelDensityFactor = cms.vdouble(0.2, 0.2, 0.2), | ||
| minNumLayerCluster = cms.vint32(2, 2, 2), | ||
| nearestHigherOnSameLayer = cms.bool(False), | ||
| outlierMultiplier = cms.vdouble(2, 2, 2), | ||
| rescaleDensityByZ = cms.bool(False), | ||
| type = cms.string('CLUE3D'), | ||
| useAbsoluteProjectiveScale = cms.bool(True), | ||
| useClusterDimensionXY = cms.bool(False) | ||
| ), | ||
| pluginPatternRecognitionByFastJet = cms.PSet( | ||
| algo_verbosity = cms.int32(0), | ||
| antikt_radius = cms.double(0.09), | ||
| computeLocalTime = cms.bool(True), | ||
| minNumLayerCluster = cms.int32(5), | ||
| type = cms.string('FastJet') | ||
| ), | ||
| pluginPatternRecognitionByRecovery = cms.PSet( | ||
| algo_verbosity = cms.int32(0), | ||
| type = cms.string('Recovery') | ||
| ), | ||
|
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| pluginInferenceAlgoTracksterInferenceByDNN = cms.PSet( | ||
| algo_verbosity = cms.int32(0), | ||
| onnxPIDModelPath = cms.FileInPath('RecoHGCal/TICL/data/ticlv5/onnx_models/patternrecognition/id_v0.onnx'), | ||
| onnxEnergyModelPath = cms.FileInPath('RecoHGCal/TICL/data/ticlv5/onnx_models/patternrecognition/energy_v0.onnx'), | ||
| inputNames = cms.vstring('input'), | ||
| output_en = cms.vstring('enreg_output'), | ||
| output_id = cms.vstring('pid_output'), | ||
| eid_min_cluster_energy = cms.double(1), | ||
| eid_n_layers = cms.int32(50), | ||
| eid_n_clusters = cms.int32(10), | ||
| doPID = cms.int32(0), | ||
| doRegression = cms.int32(0), | ||
| type = cms.string('TracksterInferenceByDNN') | ||
| ), | ||
| pluginInferenceAlgoTracksterInferenceByANN = cms.PSet( | ||
| algo_verbosity = cms.int32(0), | ||
| type = cms.string('TracksterInferenceByANN') | ||
|
|
||
| ), | ||
| seeding_regions = cms.InputTag("hltTiclSeedingL1"), | ||
| time_layerclusters = cms.InputTag("hltHgcalMergeLayerClustersL1Seeded","timeLayerCluster") | ||
| ) |
50 changes: 50 additions & 0 deletions
50
HLTrigger/Configuration/python/HLT_75e33/psets/hltTiclTracksterLinksPSet_cfi.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,50 @@ | ||
| import FWCore.ParameterSet.Config as cms | ||
|
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| hltTiclTracksterLinksPSet = cms.PSet( | ||
| cylinder_radius_sqr_split = cms.double(9), | ||
| proj_distance_split = cms.double(5), | ||
| track_time_quality_threshold = cms.double(0.5), | ||
| min_num_lcs = cms.uint32(15), | ||
| min_trackster_energy = cms.double(20), | ||
| pca_quality_th = cms.double(0.85), | ||
| dot_prod_th = cms.double(0.97), | ||
| deltaRxy = cms.double(4), | ||
| lower_boundary = cms.vdouble( | ||
| 20, | ||
| 10 | ||
| ), | ||
| upper_boundary = cms.vdouble( | ||
| 150, | ||
| 100 | ||
| ), | ||
| upper_distance_projective_sqr = cms.vdouble( | ||
| 30, | ||
| 60 | ||
| ), | ||
| lower_distance_projective_sqr = cms.vdouble( | ||
| 30, | ||
| 60 | ||
| ), | ||
| min_distance_z = cms.vdouble( | ||
| 35, | ||
| 35 | ||
| ), | ||
| upper_distance_projective_sqr_closest_points = cms.vdouble( | ||
| 5, | ||
| 30 | ||
| ), | ||
| lower_distance_projective_sqr_closest_points = cms.vdouble( | ||
| 10, | ||
| 50 | ||
| ), | ||
| max_z_distance_closest_points = cms.vdouble( | ||
| 35, | ||
| 35 | ||
| ), | ||
| cylinder_radius_sqr = cms.vdouble( | ||
| 9, | ||
| 15 | ||
| ), | ||
| algo_verbosity = cms.int32(0), | ||
| type = cms.string('Skeletons') | ||
| ) |
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6 changes: 6 additions & 0 deletions
6
...Configuration/python/HLT_75e33/sequences/HLTTiclTrackstersRecoverySequenceL1Seeded_cfi.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,6 @@ | ||
| import FWCore.ParameterSet.Config as cms | ||
|
|
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| from ..modules.hltFilteredLayerClustersRecoveryL1Seeded_cfi import * | ||
| from ..modules.hltTiclTrackstersRecoveryL1Seeded_cfi import * | ||
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| HLTTiclTrackstersRecoverySequence = cms.Sequence(hltFilteredLayerClustersRecovery+hltTiclTrackstersRecovery) |
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