[14.0.X] modified for Phase2 DeepJet retraining model

[mmusich]

backport of #44431

PR description:

The BTV@HLT group has a Phase2 DeepJet retrained model.
The target for this retraining is to retrain DeepJet and recreate/Improve TDR performance.
The retraining online performance is compared to the TDR/offline model. Please see the details here and here.
This PR is associated with the Phase2 DeepJet retraining model integration cms-sw/cmsdist#9140

PR validation:

The model was tested locally in CMSSW_13_1_0.
Follow the Phase 2 HLT simplified menu and edmConfigDump to get the configuration file and the HLT dump phase2_hlt.py, and in process.hltPfDeepFlavourJetTagsModEta2p4 and
process.hltPfDeepFlavourJetTags, change the model_path to retained model.
Please see the details in the presentation.

If this PR is a backport please specify the original PR and why you need to backport that PR. If this PR will be backported please specify to which release cycle the backport is meant for:

verbatim backport of #44431 for 2024 phase-2 HLT production

[cmsbuild]

A new Pull Request was created by @mmusich for CMSSW_14_0_X.

It involves the following packages:

• HLTrigger/Configuration (hlt)

@mmusich, @cmsbuild, @Martin-Grunewald can you please review it and eventually sign? Thanks.
@rovere, @SohamBhattacharya, @missirol, @Martin-Grunewald, @silviodonato this is something you requested to watch as well.
@sextonkennedy, @antoniovilela, @rappoccio you are the release manager for this.

cms-bot commands are listed here

• Backported from modified for Phase2 DeepJet retraining model #44431

[cmsbuild]

cms-bot internal usage

[mmusich]

test parameters:

• pull_request = [14.0.X] Update tag for RecoBTag-Combined to V01-21-00 cmsdist#9140

[mmusich]

@cmsbuild please test

[mmusich]

@hsinweihsia @rovere @SohamBhattacharya FYI

[cmsbuild]

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-b2d5b4/38885/summary.html
COMMIT: 51cefb5
CMSSW: CMSSW_14_0_X_2024-04-16-2300/el8_amd64_gcc12
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/44756/38885/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

• You potentially added 9 lines to the logs
• Reco comparison results: 49 differences found in the comparisons
• DQMHistoTests: Total files compared: 48
• DQMHistoTests: Total histograms compared: 3318804
• DQMHistoTests: Total failures: 6
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3318778
• DQMHistoTests: Total skipped: 20
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 47 files compared)
• Checked 202 log files, 165 edm output root files, 48 DQM output files
• TriggerResults: no differences found

[mmusich]

+hlt

• verbatim backport of modified for Phase2 DeepJet retraining model #44431 for the Phase-2 HLT MC production

[cmsbuild]

This pull request is fully signed and it will be integrated in one of the next CMSSW_14_0_X IBs (tests are also fine) and once validation in the development release cycle CMSSW_14_1_X is complete. This pull request will now be reviewed by the release team before it's merged. @rappoccio, @antoniovilela, @sextonkennedy (and backports should be raised in the release meeting by the corresponding L2)
Notice This PR was tested with additional Pull Request(s), please also merge them if necessary: cms-sw/cmsdist#9140

[rappoccio]

+1