Phase I Deep CSV Training #18315

mverzett · 2017-04-11T15:28:34Z

This PR introduces the following:

DeepCMVA in the RECO Default content
DeepCSV/DeepCMVA in the miniAOD default content
DeepCSV training for Phase I: removes the probcc discriminators and changes treatment of default values

This PR depends on this in RecoBTag-Combined to work properly

cmsbuild · 2017-04-11T15:28:52Z

A new Pull Request was created by @mverzett (Mauro Verzetti) for master.

It involves the following packages:

PhysicsTools/PatAlgos
RecoBTag/Combined

@perrotta, @cmsbuild, @slava77, @monttj, @davidlange6 can you please review it and eventually sign? Thanks.
@TaiSakuma, @gouskos, @imarches, @ahinzmann, @acaudron, @mmarionncern, @rappoccio, @jdolen, @nhanvtran, @gpetruc, @gkasieczka, @schoef, @ferencek, @mverzett, @mariadalfonso, @pvmulder, @JyothsnaKomaragiri this is something you requested to watch as well.
@Muzaffar, @davidlange6, @smuzaffar you are the release manager for this.

cms-bot commands are listed here #13028

slava77 · 2017-04-11T15:48:09Z

@cmsbuild please test

cmsbuild · 2017-04-11T15:48:27Z

The tests are being triggered in jenkins.
https://cmssdt.cern.ch/jenkins/job/ib-any-integration/19110/console Started: 2017/04/11 17:50

slava77 · 2017-04-11T15:49:57Z

@cmsbuild abort tests

slava77 · 2017-04-11T15:50:47Z

an external update in IB is needed (or at least a cmsdist PR with that update) before it can be tested

cmsbuild · 2017-04-11T16:43:57Z

-1

Tested at: 2218370

You can see the results of the tests here:
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-18315/19110/summary.html

I found follow errors while testing this PR

Failed tests: UnitTests RelVals AddOn

Unit Tests:

I found errors in the following unit tests:

---> test runtestPhysicsToolsPatAlgos had ERRORS

RelVals:

When I ran the RelVals I found an error in the following worklfows:
5.1 step1

runTheMatrix-results/5.1_TTbar+TTbarFS+HARVESTFS/step1_TTbar+TTbarFS+HARVESTFS.log

135.4 step1

runTheMatrix-results/135.4_ZEE_13+ZEEFS_13+HARVESTUP15FS+MINIAODMCUP15FS/step1_ZEE_13+ZEEFS_13+HARVESTUP15FS+MINIAODMCUP15FS.log

4.53 step3

runTheMatrix-results/4.53_RunPhoton2012B+RunPhoton2012B+HLTD+RECODR1reHLT+HARVESTDR1reHLT/step3_RunPhoton2012B+RunPhoton2012B+HLTD+RECODR1reHLT+HARVESTDR1reHLT.log

9.0 step3

runTheMatrix-results/9.0_Higgs200ChargedTaus+Higgs200ChargedTaus+DIGI+RECO+HARVEST/step3_Higgs200ChargedTaus+Higgs200ChargedTaus+DIGI+RECO+HARVEST.log

1306.0 step3

runTheMatrix-results/1306.0_SingleMuPt1_UP15+SingleMuPt1_UP15+DIGIUP15+RECOUP15+HARVESTUP15/step3_SingleMuPt1_UP15+SingleMuPt1_UP15+DIGIUP15+RECOUP15+HARVESTUP15.log

1000.0 step2

runTheMatrix-results/1000.0_RunMinBias2011A+RunMinBias2011A+TIER0+SKIMD+HARVESTDfst2+ALCASPLIT/step2_RunMinBias2011A+RunMinBias2011A+TIER0+SKIMD+HARVESTDfst2+ALCASPLIT.log

1330.0 step3

runTheMatrix-results/1330.0_ZMM_13+ZMM_13+DIGIUP15+RECOUP15+HARVESTUP15/step3_ZMM_13+ZMM_13+DIGIUP15+RECOUP15+HARVESTUP15.log

25.0 step3

runTheMatrix-results/25.0_TTbar+TTbar+DIGI+RECOAlCaCalo+HARVEST+ALCATT/step3_TTbar+TTbar+DIGI+RECOAlCaCalo+HARVEST+ALCATT.log

136.731 step3

runTheMatrix-results/136.731_RunSinglePh2016B+RunSinglePh2016B+HLTDR2_2016+RECODR2_2016reHLT_skimSinglePh_HIPM+HARVESTDR2/step3_RunSinglePh2016B+RunSinglePh2016B+HLTDR2_2016+RECODR2_2016reHLT_skimSinglePh_HIPM+HARVESTDR2.log

1001.0 step2

runTheMatrix-results/1001.0_RunMinBias2011A+RunMinBias2011A+TIER0EXP+ALCAEXP+ALCAHARVD1+ALCAHARVD2+ALCAHARVD3+ALCAHARVD4+ALCAHARVD5/step2_RunMinBias2011A+RunMinBias2011A+TIER0EXP+ALCAEXP+ALCAHARVD1+ALCAHARVD2+ALCAHARVD3+ALCAHARVD4+ALCAHARVD5.log

1003.0 step2

runTheMatrix-results/1003.0_RunMinBias2012A+RunMinBias2012A+RECODDQM+HARVESTDDQM/step2_RunMinBias2012A+RunMinBias2012A+RECODDQM+HARVESTDDQM.log

10042.0 step3

runTheMatrix-results/10042.0_ZMM_13+ZMM_13TeV_TuneCUETP8M1_2017_GenSimFull+DigiFull_2017+RecoFull_2017+ALCAFull_2017+HARVESTFull_2017/step3_ZMM_13+ZMM_13TeV_TuneCUETP8M1_2017_GenSimFull+DigiFull_2017+RecoFull_2017+ALCAFull_2017+HARVESTFull_2017.log

50202.0 step3

runTheMatrix-results/50202.0_TTbar_13+TTbar_13+DIGIUP15_PU50+RECOUP15_PU50+HARVESTUP15_PU50/step3_TTbar_13+TTbar_13+DIGIUP15_PU50+RECOUP15_PU50+HARVESTUP15_PU50.log

20034.0 step3

runTheMatrix-results/20034.0_TTbar_14TeV+TTbar_14TeV_TuneCUETP8M1_2023D7_GenSimHLBeamSpotFull14+DigiFullTrigger_2023D7+RecoFullGlobal_2023D7+HARVESTFullGlobal_2023D7/step3_TTbar_14TeV+TTbar_14TeV_TuneCUETP8M1_2023D7_GenSimHLBeamSpotFull14+DigiFullTrigger_2023D7+RecoFullGlobal_2023D7+HARVESTFullGlobal_2023D7.log

10024.0 step3

runTheMatrix-results/10024.0_TTbar_13+TTbar_13TeV_TuneCUETP8M1_2017_GenSimFull+DigiFull_2017+RecoFull_2017+ALCAFull_2017+HARVESTFull_2017/step3_TTbar_13+TTbar_13TeV_TuneCUETP8M1_2017_GenSimFull+DigiFull_2017+RecoFull_2017+ALCAFull_2017+HARVESTFull_2017.log

10824.0 step3

runTheMatrix-results/10824.0_TTbar_13+TTbar_13TeV_TuneCUETP8M1_2018_GenSimFull+DigiFull_2018+RecoFull_2018+ALCAFull_2018+HARVESTFull_2018/step3_TTbar_13+TTbar_13TeV_TuneCUETP8M1_2018_GenSimFull+DigiFull_2018+RecoFull_2018+ALCAFull_2018+HARVESTFull_2018.log

25202.0 step3

runTheMatrix-results/25202.0_TTbar_13+TTbar_13+DIGIUP15_PU25+RECOUP15_PU25+HARVESTUP15_PU25/step3_TTbar_13+TTbar_13+DIGIUP15_PU25+RECOUP15_PU25+HARVESTUP15_PU25.log

21234.0 step3

runTheMatrix-results/21234.0_TTbar_14TeV+TTbar_14TeV_TuneCUETP8M1_2023D4_GenSimHLBeamSpotFull14+DigiFullTrigger_2023D4+RecoFullGlobal_2023D4+HARVESTFullGlobal_2023D4/step3_TTbar_14TeV+TTbar_14TeV_TuneCUETP8M1_2023D4_GenSimHLBeamSpotFull14+DigiFullTrigger_2023D4+RecoFullGlobal_2023D4+HARVESTFullGlobal_2023D4.log

23234.0 step3

runTheMatrix-results/23234.0_TTbar_14TeV+TTbar_14TeV_TuneCUETP8M1_2023D8_GenSimHLBeamSpotFull14+DigiFullTrigger_2023D8+RecoFullGlobal_2023D8+HARVESTFullGlobal_2023D8/step3_TTbar_14TeV+TTbar_14TeV_TuneCUETP8M1_2023D8_GenSimHLBeamSpotFull14+DigiFullTrigger_2023D8+RecoFullGlobal_2023D8+HARVESTFullGlobal_2023D8.log

AddOn:

I found errors in the following addon tests:

cmsDriver.py TTbar_8TeV_TuneCUETP8M1_cfi --conditions auto:run1_mc --fast -n 100 --eventcontent AODSIM,DQM --relval 100000,1000 -s GEN,SIM,RECOBEFMIX,DIGI:pdigi_valid,L1,DIGI2RAW,L1Reco,RECO,EI,VALIDATION --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --datatier GEN-SIM-DIGI-RECO,DQMIO --beamspot Realistic8TeVCollision : FAILED - time: date Tue Apr 11 18:26:16 2017-date Tue Apr 11 18:24:50 2017 s - exit: 18688
cmsRun /build/cmsbld/jenkins-workarea/workspace/ib-any-integration/CMSSW_9_1_X_2017-04-11-1100/src/PhysicsTools/PatAlgos/test/IntegrationTest_cfg.py : FAILED - time: date Tue Apr 11 18:25:26 2017-date Tue Apr 11 18:24:53 2017 s - exit: 16640
cmsDriver.py RelVal -s HLT:Fake2,RAW2DIGI,L1Reco,RECO --data --scenario=pp -n 10 --conditions auto:run2_data_Fake2 --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2016 --processName=HLTRECO --filein file:RelVal_Raw_Fake2_DATA.root --fileout file:RelVal_Raw_Fake2_DATA_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:26:54 2017-date Tue Apr 11 18:24:55 2017 s - exit: 18688
cmsDriver.py RelVal -s HLT:PRef,RAW2DIGI,L1Reco,RECO --data --scenario=pp -n 10 --conditions auto:run2_data_PRef --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2017 --magField 38T_PostLS1 --processName=HLTRECO --filein file:RelVal_Raw_PRef_DATA.root --fileout file:RelVal_Raw_PRef_DATA_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:27:50 2017-date Tue Apr 11 18:24:59 2017 s - exit: 23040
cmsDriver.py RelVal -s HLT:GRun,RAW2DIGI,L1Reco,RECO --mc --scenario=pp -n 10 --conditions auto:run2_mc_GRun --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2017 --magField 38T_PostLS1 --processName=HLTRECO --filein file:RelVal_Raw_GRun_MC.root --fileout file:RelVal_Raw_GRun_MC_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:35:14 2017-date Tue Apr 11 18:25:02 2017 s - exit: 23040
cmsDriver.py TTbar_13TeV_TuneCUETP8M1_cfi --conditions auto:run2_mc --fast -n 100 --eventcontent AODSIM,DQM --relval 100000,1000 -s GEN,SIM,RECOBEFMIX,DIGI:pdigi_valid,L1,DIGI2RAW,L1Reco,RECO,EI,VALIDATION --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --datatier GEN-SIM-DIGI-RECO,DQMIO --beamspot NominalCollision2015 --era Run2_25ns --magField 38T_PostLS1 : FAILED - time: date Tue Apr 11 18:26:24 2017-date Tue Apr 11 18:25:04 2017 s - exit: 18688
cmsDriver.py RelVal -s HLT:PRef,RAW2DIGI,L1Reco,RECO --mc --scenario=pp -n 10 --conditions auto:run2_mc_PRef --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2017 --magField 38T_PostLS1 --processName=HLTRECO --filein file:RelVal_Raw_PRef_MC.root --fileout file:RelVal_Raw_PRef_MC_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:33:19 2017-date Tue Apr 11 18:25:05 2017 s - exit: 23040
cmsDriver.py TTbar_13TeV_TuneCUETP8M1_cfi --conditions auto:run2_mc --fast -n 100 --eventcontent AODSIM,DQM --relval 100000,1000 -s GEN,SIM,RECOBEFMIX,DIGI:pdigi_valid,L1,DIGI2RAW,L1Reco,RECO,EI,VALIDATION --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --datatier GEN-SIM-DIGI-RECO,DQMIO --beamspot NominalCollision2015 --era Run2_2016 --magField 38T_PostLS1 : FAILED - time: date Tue Apr 11 18:28:13 2017-date Tue Apr 11 18:25:36 2017 s - exit: 18688
cmsDriver.py RelVal -s HLT:GRun2016,RAW2DIGI,L1Reco,RECO --mc --scenario=pp -n 10 --conditions auto:run2_mc_GRun2016 --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2016 --magField 38T_PostLS1 --processName=HLTRECO --filein file:RelVal_Raw_GRun2016_MC.root --fileout file:RelVal_Raw_GRun2016_MC_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:36:06 2017-date Tue Apr 11 18:26:21 2017 s - exit: 18688
cmsDriver.py RelVal -s HLT:PIon,RAW2DIGI,L1Reco,RECO --data --scenario=pp -n 10 --conditions auto:run2_data_PIon --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2017 --magField 38T_PostLS1 --processName=HLTRECO --filein file:RelVal_Raw_PIon_DATA.root --fileout file:RelVal_Raw_PIon_DATA_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:31:04 2017-date Tue Apr 11 18:26:33 2017 s - exit: 23040
cmsDriver.py RelVal -s HLT:Fake,RAW2DIGI,L1Reco,RECO --mc --scenario=pp -n 10 --conditions auto:run1_mc_Fake --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --processName=HLTRECO --filein file:RelVal_Raw_Fake_MC.root --fileout file:RelVal_Raw_Fake_MC_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:34:18 2017-date Tue Apr 11 18:26:54 2017 s - exit: 18688
cmsDriver.py RelVal -s HLT:Fake2,RAW2DIGI,L1Reco,RECO --mc --scenario=pp -n 10 --conditions auto:run2_mc_Fake2 --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2016 --processName=HLTRECO --filein file:RelVal_Raw_Fake2_MC.root --fileout file:RelVal_Raw_Fake2_MC_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:35:46 2017-date Tue Apr 11 18:28:19 2017 s - exit: 18688
cmsDriver.py RelVal -s HLT:Fake1,RAW2DIGI,L1Reco,RECO --mc --scenario=pp -n 10 --conditions auto:run2_mc_Fake1 --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_25ns --processName=HLTRECO --filein file:RelVal_Raw_Fake1_MC.root --fileout file:RelVal_Raw_Fake1_MC_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:37:30 2017-date Tue Apr 11 18:31:13 2017 s - exit: 18688
cmsDriver.py RelVal -s HLT:Fake,RAW2DIGI,L1Reco,RECO --data --scenario=pp -n 10 --conditions auto:run1_data_Fake --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --processName=HLTRECO --filein file:RelVal_Raw_Fake_DATA.root --fileout file:RelVal_Raw_Fake_DATA_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:35:57 2017-date Tue Apr 11 18:33:47 2017 s - exit: 18688
cmsDriver.py RelVal -s HLT:GRun,RAW2DIGI,L1Reco,RECO --data --scenario=pp -n 10 --conditions auto:run2_data_GRun --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2017 --magField 38T_PostLS1 --processName=HLTRECO --filein file:RelVal_Raw_GRun_DATA.root --fileout file:RelVal_Raw_GRun_DATA_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:38:57 2017-date Tue Apr 11 18:34:20 2017 s - exit: 23040
cmsDriver.py RelVal -s HLT:Fake1,RAW2DIGI,L1Reco,RECO --data --scenario=pp -n 10 --conditions auto:run2_data_Fake1 --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_25ns --processName=HLTRECO --filein file:RelVal_Raw_Fake1_DATA.root --fileout file:RelVal_Raw_Fake1_DATA_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:36:26 2017-date Tue Apr 11 18:34:24 2017 s - exit: 18688
cmsDriver.py RelVal -s HLT:PIon,RAW2DIGI,L1Reco,RECO --mc --scenario=pp -n 10 --conditions auto:run2_mc_PIon --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2017 --magField 38T_PostLS1 --processName=HLTRECO --filein file:RelVal_Raw_PIon_MC.root --fileout file:RelVal_Raw_PIon_MC_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:40:11 2017-date Tue Apr 11 18:35:15 2017 s - exit: 23040
cmsDriver.py RelVal -s HLT:GRun2016,RAW2DIGI,L1Reco,RECO --data --scenario=pp -n 10 --conditions auto:run2_data_GRun2016 --relval 9000,50 --datatier "RAW-HLT-RECO" --eventcontent FEVTDEBUGHLT --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --era Run2_2016 --magField 38T_PostLS1 --processName=HLTRECO --filein file:RelVal_Raw_GRun2016_DATA.root --fileout file:RelVal_Raw_GRun2016_DATA_HLT_RECO.root : FAILED - time: date Tue Apr 11 18:40:16 2017-date Tue Apr 11 18:35:56 2017 s - exit: 18688

cmsbuild · 2017-04-11T16:43:59Z

Comparison not run due to runTheMatrix errors (RelVals and Igprof tests were also skipped)

slava77 · 2017-04-11T16:49:05Z

looks like I misspelled the request to abort the tests and they eventually failed as expected due to the missing xml files

ferencek · 2017-04-11T17:39:39Z

Given updates in PhysicsTools/PatAlgos/python/producersLayer1/jetProducer_cfi.py, PhysicsTools/PatAlgos/python/patInputFiles_cff.py will also have to be updated with input files that contain all the required discriminators. Also, please add the DeepFlavor taggers to PhysicsTools/PatAlgos/test/patTuple_addBTagging_cfg.py so that they are automatically included in PAT unit tests.

…deepCSV/deepCMVA

cmsbuild · 2017-04-12T19:12:03Z

Pull request #18315 was updated. @perrotta, @cmsbuild, @slava77, @monttj, @davidlange6 can you please check and sign again.

slava77 · 2017-04-19T17:43:40Z

the unit test patTuple_updateJets_fromMiniAOD_cfg.py
is failing in a place related to changes in this PR

   [6] Calling method for module JetCorrFactorsProducer/'patJetCorrFactorsSoftDropSubjets'
Exception Message:
Principal::getByToken: Found zero products matching all criteria
Looking for a container with elements of type: reco::Jet
Looking for module label: slimmedJetsAK8PFCHSSoftDropPacked
Looking for productInstanceName: SubJets

cmsbuild · 2017-04-19T19:25:08Z

Comparison is ready
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-18315/19263/summary.html

Comparison Summary:

You potentially added 55 lines to the logs
ROOTFileChecks: Some differences in event products or their sizes found
Reco comparison results: 1698 differences found in the comparisons
DQMHistoTests: Total files compared: 23
DQMHistoTests: Total histograms compared: 1826239
DQMHistoTests: Total failures: 20557
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 1805509
DQMHistoTests: Total skipped: 173
DQMHistoTests: Total Missing objects: 0
Checked 94 log files, 14 edm output root files, 23 DQM output files

cmsbuild · 2017-04-20T13:10:18Z

Pull request #18315 was updated. @perrotta, @cmsbuild, @slava77, @monttj, @davidlange6 can you please check and sign again.

slava77 · 2017-04-20T13:31:18Z

@cmsbuild please test

cmsbuild · 2017-04-20T13:31:33Z

The tests are being triggered in jenkins.
https://cmssdt.cern.ch/jenkins/job/ib-any-integration/19296/console Started: 2017/04/20 15:52

cmsbuild · 2017-04-20T15:08:16Z

+1
Tested at: c9793cb
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-18315/19296/summary.html

cmsbuild · 2017-04-20T15:08:19Z

Comparison job queued.

cmsbuild · 2017-04-20T17:21:51Z

Comparison is ready
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-18315/19296/summary.html

Comparison Summary:

You potentially added 34 lines to the logs
ROOTFileChecks: Some differences in event products or their sizes found
Reco comparison results: 1765 differences found in the comparisons
DQMHistoTests: Total files compared: 23
DQMHistoTests: Total histograms compared: 1826273
DQMHistoTests: Total failures: 35987
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 1790113
DQMHistoTests: Total skipped: 173
DQMHistoTests: Total Missing objects: 0
Checked 94 log files, 14 edm output root files, 23 DQM output files

slava77 · 2017-04-22T19:05:17Z

+1

for #18315 c9793cb

implementation is in line with the description; a follow up is suggested in switching phase-0 deepNN b-taggers to phase-1 training #18443 to possibly apply the new training logic in phase-0 as well
jenkins tests pass and comparisons with baseline show differences in expected places in DeepCMVA tagger plots
- looking at a copy of jenkins outputs, there are 5 new b-tagging products in pfDeepCMVAJetTags_prob* branches and some minor increase in slimmed*jets in miniAOD corresponding to the addition of deepCSV tags
- plots of pfDeepCMVAJetTags_prob* look sensible based on simple inclusive distributions

Phase I Deep CSV Training

2218370

cmsbuild added this to the Next CMSSW_9_1_X milestone Apr 11, 2017

cmsbuild added analysis-pending comparison-pending orp-pending pending-signatures reconstruction-pending tests-pending labels Apr 11, 2017

cmsbuild added tests-started and removed tests-pending labels Apr 11, 2017

cmsbuild added comparison-notrun tests-rejected and removed comparison-pending tests-started labels Apr 11, 2017

ferencek mentioned this pull request Apr 11, 2017

Puppi candidates for b tagging of Puppi jets in MiniAOD for Phase 2 #18317

Merged

apply Dinko's comments, bugfixes and naming convention fixes for the …

8e18e0b

…deepCSV/deepCMVA

cmsbuild added comparison-pending tests-pending and removed comparison-notrun tests-rejected labels Apr 12, 2017

cmsbuild added tests-rejected and removed tests-started labels Apr 19, 2017

cmsbuild added comparison-available and removed comparison-pending labels Apr 19, 2017

change the choice of test files and input collections for AK8 subjets

c9793cb

cmsbuild added comparison-pending tests-pending and removed comparison-available requires-external tests-rejected labels Apr 20, 2017

cmsbuild added tests-started and removed tests-pending labels Apr 20, 2017

cmsbuild added tests-approved and removed tests-started labels Apr 20, 2017

cmsbuild added comparison-available and removed comparison-pending labels Apr 20, 2017

slava77 mentioned this pull request Apr 22, 2017

switching phase-0 deepNN b-taggers to phase-1 training #18443

Closed

cmsbuild added reconstruction-approved and removed reconstruction-pending labels Apr 22, 2017

davidlange6 merged commit 21c2125 into cms-sw:master Apr 23, 2017

JyothsnaKomaragiri mentioned this pull request May 4, 2017

Templated DeepNNTagInfoProducer #18515

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Phase I Deep CSV Training #18315

Phase I Deep CSV Training #18315

mverzett commented Apr 11, 2017

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edited

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slava77 commented Apr 22, 2017

Phase I Deep CSV Training #18315

Phase I Deep CSV Training #18315

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mverzett commented Apr 11, 2017

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edited