Add PixelTrackTorchHighPuritySelector classifier

[EmanueleCoradin]

PR Description

This PR adds the trained model for the Pixel Track Selection task within the CMS Phase-2 HLT, under development within the NGT project.

For reference, a presentation can be found here

[cmsbuild]

A new Pull Request was created by @EmanueleCoradin for branch master.

@Moanwar, @akritkbehera, @cmsbuild, @iarspider, @jfernan2, @mandrenguyen, @raoatifshad, @smuzaffar, @srimanob can you please review it and eventually sign? Thanks.
@ftenchini, @mandrenguyen, @sextonkennedy you are the release manager for this.
cms-bot commands are listed here

[cmsbuild]

cms-bot internal usage

[mmusich]

type ngt

[mmusich]

@cmsbuild, please test

[cmsbuild]

-1

Failed Tests: AddOn
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-3d2509/52858/summary.html
COMMIT: e782f87
CMSSW: CMSSW_17_0_X_2026-04-23-2300/el8_amd64_gcc13
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-data/RecoTracker-FinalTrackSelectors/14/52858/install.sh to create a dev area with all the needed externals and cmssw changes.

The following merge commits were also included on top of IB + this PR after doing git cms-merge-topic:

• @cms-sw Update tag for L1TriggerScouting-OnlineProcessing to V00-01-00 cms-sw/cmsdist#10503

You can see more details here:
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-3d2509/52858/git-recent-commits.json
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-3d2509/52858/git-merge-result

Failed AddOn Tests

• fastsim

A fatal system signal has occurred: bus error

• fastsim1

A fatal system signal has occurred: bus error

• fastsim2

A fatal system signal has occurred: bus error

Expand to see more addon errors ...

• pat1
• hlt_mc_Fake
• hlt_mc_Fake
• hlt_mc_Fake
• hlt_mc_Fake1
• hlt_mc_Fake1
• hlt_mc_Fake1
• hlt_mc_Fake2
• hlt_mc_Fake2
• hlt_mc_Fake2

Comparison Summary

Summary:

• You potentially added 10 lines to the logs
• Reco comparison results: 13 differences found in the comparisons
• DQMHistoTests: Total files compared: 53
• DQMHistoTests: Total histograms compared: 4186853
• DQMHistoTests: Total failures: 84
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 4186749
• DQMHistoTests: Total skipped: 20
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 1723.715 KiB( 52 files compared)
• DQMHistoSizes: changed ( 34434.0,... ): 344.743 KiB HGCAL/TICLTracksterPIDValidation
• Checked 227 log files, 197 edm output root files, 53 DQM output files
• TriggerResults: no differences found

[mmusich]

-1

the failure looks hardly related...

[mmusich]

@cmsbuild, please test

[cmsbuild]

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-3d2509/52874/summary.html
COMMIT: e782f87
CMSSW: CMSSW_17_0_X_2026-04-24-2300/el8_amd64_gcc13
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-data/RecoTracker-FinalTrackSelectors/14/52874/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

• You potentially added 5 lines to the logs
• ROOTFileChecks: Some differences in event products or their sizes found
• Reco comparison results: 8 differences found in the comparisons
• DQMHistoTests: Total files compared: 53
• DQMHistoTests: Total histograms compared: 4186963
• DQMHistoTests: Total failures: 50
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 4186893
• DQMHistoTests: Total skipped: 20
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 52 files compared)
• Checked 227 log files, 197 edm output root files, 53 DQM output files
• TriggerResults: no differences found