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Merge pull request #46674 from nurfikri89/from1420pre3_BTVDQMValidationWithMini
[BTV,DQM] Expand MiniAOD input DQM and Validations plots with latest taggers, switch to slimmedJetsPuppi
2 parents 9a22fc0 + 046c953 commit 1b383b0

10 files changed

+406
-248
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‎DQMOffline/RecoB/python/bTagCommon_cff.py‎

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import FWCore.ParameterSet.Config as cms
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# BTagPerformanceAnalyzer configuration
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from DQMOffline.RecoB.bTagGenericAnalysis_cff import bTagGenericAnalysisBlock
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from DQMOffline.RecoB.cTagGenericAnalysis_cff import cTagGenericAnalysisBlock
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from DQMOffline.RecoB.bTagTrackIPAnalysis_cff import bTagTrackIPAnalysisBlock
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from DQMOffline.RecoB.bTagTrackProbabilityAnalysis_cff import bTagProbabilityAnalysisBlock
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# BTagPerformanceAnalyzer configuration
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from DQMOffline.RecoB.tagGenericAnalysis_cff import bTagGenericAnalysisBlock
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from DQMOffline.RecoB.tagGenericAnalysis_cff import cTagGenericAnalysisBlock
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from DQMOffline.RecoB.tagGenericAnalysis_cff import bTagTrackIPAnalysisBlock
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from DQMOffline.RecoB.tagGenericAnalysis_cff import bTagProbabilityAnalysisBlock
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bTagCommonBlock = cms.PSet(
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# use pre-computed jet flavour identification

‎DQMOffline/RecoB/python/bTagGenericAnalysis_cff.py‎

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‎DQMOffline/RecoB/python/bTagMiniDQMDeepCSV.py‎

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‎DQMOffline/RecoB/python/bTagMiniDQMDeepFlavour.py‎

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‎DQMOffline/RecoB/python/bTagMiniDQMTaggers.py‎

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import FWCore.ParameterSet.Config as cms
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from DQMOffline.RecoB.tagGenericAnalysis_cff import bTagGenericAnalysisBlock
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from DQMOffline.RecoB.tagGenericAnalysis_cff import cTagGenericAnalysisBlock
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from DQMOffline.RecoB.tagGenericAnalysis_cff import tauTagGenericAnalysisBlock
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from DQMOffline.RecoB.tagGenericAnalysis_cff import sTagGenericAnalysisBlock
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from DQMOffline.RecoB.tagGenericAnalysis_cff import qgTagGenericAnalysisBlock
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############################################################
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#
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# DeepCSV
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#
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############################################################
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# recommendation for UL18: https://twiki.cern.ch/twiki/bin/view/CMS/BtagRecommendation106XUL18
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deepCSVWP = {
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'BvsAll': 0.1208, # loose
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'CvsL': 0.153, # medium
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'CvsB': 0.363, # medium
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}
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DeepCSVDiscriminators = {
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'BvsAll': cms.PSet(
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bTagGenericAnalysisBlock,
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folder = cms.string('DeepCSV_BvsAll'),
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CTagPlots = cms.bool(False),
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discrCut = cms.double(deepCSVWP['BvsAll']),
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numerator = cms.vstring(
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'pfDeepCSVJetTags:probb',
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'pfDeepCSVJetTags:probbb',
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),
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denominator = cms.vstring(),
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),
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'CvsL': cms.PSet(
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cTagGenericAnalysisBlock,
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folder = cms.string('DeepCSV_CvsL'),
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CTagPlots = cms.bool(True),
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discrCut = cms.double(deepCSVWP['CvsL']),
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numerator = cms.vstring('pfDeepCSVJetTags:probc'),
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denominator = cms.vstring(
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'pfDeepCSVJetTags:probc',
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'pfDeepCSVJetTags:probudsg',
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),
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),
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'CvsB': cms.PSet(
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cTagGenericAnalysisBlock,
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folder = cms.string('DeepCSV_CvsB'),
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CTagPlots = cms.bool(True),
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discrCut = cms.double(deepCSVWP['CvsB']),
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numerator = cms.vstring('pfDeepCSVJetTags:probc'),
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denominator = cms.vstring(
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'pfDeepCSVJetTags:probc',
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'pfDeepCSVJetTags:probb',
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'pfDeepCSVJetTags:probbb',
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),
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),
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}
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############################################################
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#
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# DeepFlavour (aka DeepJet)
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#
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############################################################
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# Summer23BPix Working points
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deepFlavourWP = {
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'BvsAll': 0.048, # loose
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'CvsL': 0.102, # medium
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'CvsB': 0.328, # medium
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}
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DeepFlavourDiscriminators = {
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'BvsAll': cms.PSet(
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bTagGenericAnalysisBlock,
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folder = cms.string('DeepFlavour_BvsAll'),
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CTagPlots = cms.bool(False),
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discrCut = cms.double(deepFlavourWP['BvsAll']),
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numerator = cms.vstring(
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'pfDeepFlavourJetTags:probb',
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'pfDeepFlavourJetTags:probbb',
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'pfDeepFlavourJetTags:problepb',
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),
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denominator = cms.vstring(),
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),
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'CvsL': cms.PSet(
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cTagGenericAnalysisBlock,
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folder = cms.string('DeepFlavour_CvsL'),
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CTagPlots = cms.bool(True),
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discrCut = cms.double(deepFlavourWP['CvsL']),
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numerator = cms.vstring('pfDeepFlavourJetTags:probc'),
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denominator = cms.vstring(
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'pfDeepFlavourJetTags:probc',
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'pfDeepFlavourJetTags:probuds',
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'pfDeepFlavourJetTags:probg',
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),
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),
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'CvsB': cms.PSet(
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cTagGenericAnalysisBlock,
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folder = cms.string('DeepFlavour_CvsB'),
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CTagPlots = cms.bool(True),
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discrCut = cms.double(deepFlavourWP['CvsB']),
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numerator = cms.vstring('pfDeepFlavourJetTags:probc'),
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denominator = cms.vstring(
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'pfDeepFlavourJetTags:probc',
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'pfDeepFlavourJetTags:probb',
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'pfDeepFlavourJetTags:probbb',
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'pfDeepFlavourJetTags:problepb',
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),
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),
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}
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############################################################
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#
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# AK4 ParticleNet for Puppi jets
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#
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############################################################
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from RecoBTag.ONNXRuntime.pfParticleNetFromMiniAODAK4_cff import _pfParticleNetFromMiniAODAK4PuppiCentralJetTagsMetaDiscr as pfParticleNetFromMiniAODAK4PuppiCentralJetTagsMetaDiscr
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from RecoBTag.ONNXRuntime.pfParticleNetFromMiniAODAK4_cff import _pfParticleNetFromMiniAODAK4PuppiForwardJetTagsMetaDiscr as pfParticleNetFromMiniAODAK4PuppiForwardJetTagsMetaDiscr
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ParticleNetPuppiCentralDiscriminators = {}
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for meta_tagger in pfParticleNetFromMiniAODAK4PuppiCentralJetTagsMetaDiscr:
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discr = meta_tagger.split(':')[1]
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commonTaggerConfig = cms.PSet(
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folder = cms.string('ParticleNetCentral_'+discr),
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numerator = cms.vstring(meta_tagger),
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denominator = cms.vstring(),
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discrCut = cms.double(0.3),#Dummy,
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CTagPlots = cms.bool(False)
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)
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if "Bvs" in discr:
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ParticleNetPuppiCentralDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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bTagGenericAnalysisBlock
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)
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if "BvsAll" in discr:
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ParticleNetPuppiCentralDiscriminators[discr].discrCut = cms.double(0.0359)#Summer23BPix Loose WP
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elif "Cvs" in discr:
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ParticleNetPuppiCentralDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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cTagGenericAnalysisBlock,
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)
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ParticleNetPuppiCentralDiscriminators[discr].CTagPlots = True
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if "CvsB" in discr:
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ParticleNetPuppiCentralDiscriminators[discr].discrCut = cms.double(0.358)#Summer23BPix Medium WP
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if "CvsL" in discr:
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ParticleNetPuppiCentralDiscriminators[discr].discrCut = cms.double(0.149)#Summer23BPix Medium WP
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elif "TauVs" in discr:
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ParticleNetPuppiCentralDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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cTagGenericAnalysisBlock
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)
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elif "QvsG" in discr:
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ParticleNetPuppiCentralDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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cTagGenericAnalysisBlock
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)
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ParticleNetPuppiForwardDiscriminators = {}
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for meta_tagger in pfParticleNetFromMiniAODAK4PuppiForwardJetTagsMetaDiscr:
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discr = meta_tagger.split(':')[1]
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commonTaggerConfig = cms.PSet(
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folder = cms.string('ParticleNetForward_'+discr),
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numerator = cms.vstring(meta_tagger),
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denominator = cms.vstring(),
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discrCut = cms.double(0.3),#Dummy,
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CTagPlots = cms.bool(False)
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)
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if "QvsG" in discr:
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ParticleNetPuppiForwardDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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qgTagGenericAnalysisBlock,
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)
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############################################################
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#
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# UParT
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#
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############################################################
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from RecoBTag.ONNXRuntime.pfUnifiedParticleTransformerAK4_cff import _pfUnifiedParticleTransformerAK4JetTagsMetaDiscrs as pfUnifiedParticleTransformerAK4JetTagsMetaDiscrs
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UParTDiscriminators = {}
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#
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#
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#
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for meta_tagger in pfUnifiedParticleTransformerAK4JetTagsMetaDiscrs:
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discr = meta_tagger.split(':')[1] #split input tag to get thcde producer label
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#
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#
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#
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commonTaggerConfig = cms.PSet(
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folder = cms.string('UParT_'+discr),
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numerator = cms.vstring(meta_tagger),
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denominator = cms.vstring(),
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discrCut = cms.double(0.3),#Dummy,
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CTagPlots = cms.bool(False)
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)
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if "Bvs" in discr:
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UParTDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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bTagGenericAnalysisBlock
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)
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elif "Cvs" in discr:
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UParTDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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cTagGenericAnalysisBlock,
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)
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UParTDiscriminators[discr].CTagPlots = True
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elif "QvsG" in discr:
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UParTDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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cTagGenericAnalysisBlock
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)
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elif "Svs" in discr:
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UParTDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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cTagGenericAnalysisBlock
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)
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elif "TauVs" in discr:
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UParTDiscriminators[discr] = cms.PSet(
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commonTaggerConfig,
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cTagGenericAnalysisBlock
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)
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