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import FWCore.ParameterSet.Config as cms
from ..modules.hltFilteredLayerClustersCLUE3DHigh_cfi import *
from ..modules.hltHgcalDigis_cfi import *
from ..modules.hltHgcalLayerClustersEE_cfi import *
from ..modules.hltHgcalLayerClustersHSci_cfi import *
from ..modules.hltHgcalLayerClustersHSi_cfi import *
from ..modules.hltMergeLayerClusters_cfi import *
from ..modules.hltHGCalRecHit_cfi import *
from ..modules.hltHGCalUncalibRecHit_cfi import *
from ..modules.hltParticleFlowClusterHGCalFromTICLUnseeded_cfi import *
from ..modules.hltParticleFlowRecHitHGC_cfi import *
from ..modules.hltParticleFlowSuperClusterHGCalFromTICLUnseeded_cfi import *
from ..modules.hltTiclLayerTileProducer_cfi import *
from ..modules.hltTiclSeedingGlobal_cfi import *
from ..modules.hltTiclTrackstersCLUE3DHigh_cfi import *
from ..modules.hltHgcalSoARecHitsProducer_cfi import *
from ..modules.hltHgcalSoARecHitsLayerClustersProducer_cfi import *
from ..modules.hltHgcalSoALayerClustersProducer_cfi import *
from ..modules.hltHgcalLayerClustersFromSoAProducer_cfi import *
from ..modules.hltTiclTracksterLinks_cfi import *
# Barrel layer clusters
from ..modules.hltBarrelLayerClustersEB_cfi import *
from ..modules.hltBarrelLayerClustersHB_cfi import *
_HgcalLocalRecoUnseededSequence = cms.Sequence(hltHgcalDigis+hltHGCalUncalibRecHit+
hltHGCalRecHit+hltParticleFlowRecHitHGC+
hltHgcalLayerClustersEE+
hltHgcalLayerClustersHSci+
hltHgcalLayerClustersHSi+
hltMergeLayerClusters)
_HgcalTICLPatternRecognitionUnseededSequence = cms.Sequence(hltFilteredLayerClustersCLUE3DHigh+
hltTiclSeedingGlobal+hltTiclLayerTileProducer+
hltTiclTrackstersCLUE3DHigh)
_SuperclusteringUnseededSequence = cms.Sequence(hltParticleFlowClusterHGCalFromTICLUnseeded+
hltParticleFlowSuperClusterHGCalFromTICLUnseeded)
# The baseline sequence
HLTHgcalTiclPFClusteringForEgammaUnseededSequence = cms.Sequence(_HgcalLocalRecoUnseededSequence + _HgcalTICLPatternRecognitionUnseededSequence + _SuperclusteringUnseededSequence)
# Alpaka
from Configuration.ProcessModifiers.alpaka_cff import alpaka
alpaka.toReplaceWith(_HgcalLocalRecoUnseededSequence,
cms.Sequence(
hltHgcalDigis
+ hltHGCalUncalibRecHit
+ hltHGCalRecHit+hltParticleFlowRecHitHGC
+ hltHgcalSoARecHitsProducer
+ hltHgcalSoARecHitsLayerClustersProducer
+ hltHgcalSoALayerClustersProducer
+ hltHgCalLayerClustersFromSoAProducer
+ hltHgcalLayerClustersHSci
+ hltHgcalLayerClustersHSi
+ hltMergeLayerClusters
)
)
# Use EGammaSuperClusterProducer at HLT in ticl v5
hltTiclTracksterLinksSuperclusteringDNNUnseeded = hltTiclTracksterLinks.clone(
linkingPSet = cms.PSet(
type=cms.string("SuperClusteringDNN"),
algo_verbosity=cms.int32(0),
onnxModelPath = cms.FileInPath("RecoHGCal/TICL/data/superclustering/supercls_v2p1.onnx"),
nnWorkingPoint=cms.double(0.3),
),
tracksters_collections = [cms.InputTag("hltTiclTrackstersCLUE3DHigh")], # to be changed to ticlTrackstersCLUE3DEM once separate CLUE3D iterations are introduced
)
hltTiclTracksterLinksSuperclusteringMustacheUnseeded = hltTiclTracksterLinks.clone(
linkingPSet = cms.PSet(
type=cms.string("SuperClusteringMustache"),
algo_verbosity=cms.int32(0)
),
tracksters_collections = [cms.InputTag("hltTiclTrackstersCLUE3DHigh")], # to be changed to ticlTrackstersCLUE3DEM once separate CLUE3D iterations are introduced
)
from RecoHGCal.TICL.ticlEGammaSuperClusterProducer_cfi import ticlEGammaSuperClusterProducer as _ticlEGammaSuperClusterProducer
hltTiclEGammaSuperClusterProducerUnseeded = _ticlEGammaSuperClusterProducer.clone(
ticlSuperClusters = "hltTiclTracksterLinksSuperclusteringDNNUnseeded",
ticlTrackstersEM = "hltTiclTrackstersCLUE3DHigh",
layerClusters = "hltMergeLayerClusters"
)
# DNN
from Configuration.ProcessModifiers.ticl_superclustering_dnn_cff import ticl_superclustering_dnn
ticl_superclustering_dnn.toReplaceWith(_SuperclusteringUnseededSequence,
cms.Sequence(
hltTiclTracksterLinksSuperclusteringDNNUnseeded
+ hltTiclEGammaSuperClusterProducerUnseeded
)
)
# Ticl mustache
from Configuration.ProcessModifiers.ticl_superclustering_mustache_ticl_cff import ticl_superclustering_mustache_ticl
ticl_superclustering_mustache_ticl.toReplaceWith(_SuperclusteringUnseededSequence,
cms.Sequence(
hltTiclTracksterLinksSuperclusteringMustacheUnseeded
+ hltTiclEGammaSuperClusterProducerUnseeded
)
)
ticl_superclustering_mustache_ticl.toModify(hltTiclEGammaSuperClusterProducerUnseeded,
ticlSuperClusters=cms.InputTag("hltTiclTracksterLinksSuperclusteringMustacheUnseeded"),
ticlTrackstersEM=cms.InputTag("hltTiclTrackstersCLUE3DHigh"),
layerClusters=cms.InputTag("hltMergeLayerClusters"),
enableRegression=cms.bool(False)
)
_HgcalLocalRecoUnseededSequence_barrel = _HgcalLocalRecoUnseededSequence.copy()
_HgcalLocalRecoUnseededSequence_barrel += hltBarrelLayerClustersEB
_HgcalLocalRecoUnseededSequence_barrel += hltBarrelLayerClustersHB
from Configuration.ProcessModifiers.ticl_barrel_cff import ticl_barrel
ticl_barrel.toReplaceWith(_HgcalLocalRecoUnseededSequence, _HgcalLocalRecoUnseededSequence_barrel)
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