Particle Transformer sonic producer

[y19y19]

PR description:

This PR created a producer that allows particle transformer algorithm to be run on a remote triton server. It takes effect during AOD to MiniAOD step, no change in MiniAOD format output is expected.

PR validation:

This PR has been validated by comparing the inference softmax scores from the direct inference vs the inference made by triton server.

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:

Not a backport.

[cmsbuild]

cms-bot internal usage

[cmsbuild]

-code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-45579/41081

Code check has found code style and quality issues which could be resolved by applying following patch(s)

• code-format:
  https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-45579/41081/code-format.patch
  e.g. curl -k https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-45579/41081/code-format.patch | patch -p1
  You can also run scram build code-format to apply code format directly

[cmsbuild]

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-45579/41176

[cmsbuild]

A new Pull Request was created by @y19y19 for master.

It involves the following packages:

• Configuration/ProcessModifiers (operations)
• RecoBTag/ONNXRuntime (reconstruction)

@antoniovilela, @cmsbuild, @davidlange6, @fabiocos, @jfernan2, @mandrenguyen, @rappoccio can you please review it and eventually sign? Thanks.
@AlexDeMoor, @Martin-Grunewald, @Ming-Yan, @Senphy, @andrzejnovak, @castaned, @demuller, @fabiocos, @makortel, @missirol this is something you requested to watch as well.
@antoniovilela, @mandrenguyen, @rappoccio, @sextonkennedy you are the release manager for this.

cms-bot commands are listed here

[cmsbuild]

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-45579/41182

[cmsbuild]

Pull request #45579 was updated. @antoniovilela, @cmsbuild, @davidlange6, @fabiocos, @jfernan2, @mandrenguyen, @rappoccio can you please check and sign again.

[kpedro88]

please test

[cmsbuild]

+1

Size: This PR adds an extra 20KB to repository
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-9063cf/40877/summary.html
COMMIT: df4fe14
CMSSW: CMSSW_14_1_X_2024-08-11-2300/el8_amd64_gcc12
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/45579/40877/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:

• @bsunanda Run3 gex180: Move GeometryAligner.h from Geometry/CommonTopologies to Geometry/GeometryAligner to address issue #45619 #45628
• @yuanchao Payload Inspector for L1TMuonGlobalParam on InputBits #45438
• @cms-sw do not create symlinks if system gcc is used cmsdist#9351
• @cms-sw [BuildRules] Use config/Self.xml to check for multi-targets instead of .SCRAM/arch/MakeData/variables.mk cmsdist#9358

You can see more details here:
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-9063cf/40877/git-recent-commits.json
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-9063cf/40877/git-merge-result

Comparison Summary

Summary:

• You potentially added 16 lines to the logs
• Reco comparison results: 6 differences found in the comparisons
• DQMHistoTests: Total files compared: 47
• DQMHistoTests: Total histograms compared: 3627495
• DQMHistoTests: Total failures: 6
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3627469
• DQMHistoTests: Total skipped: 20
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 46 files compared)
• Checked 206 log files, 174 edm output root files, 47 DQM output files
• TriggerResults: no differences found

[mandrenguyen]

+reconstruction

[kpedro88]

@cms-sw/operations-l2 please check

[antoniovilela]

+operations

[cmsbuild]

This pull request is fully signed and it will be integrated in one of the next master IBs (tests are also fine). This pull request will now be reviewed by the release team before it's merged. @antoniovilela, @sextonkennedy, @mandrenguyen, @rappoccio (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-data/RecoBTag-Combined#60

[antoniovilela]

cms-data/RecoBTag-Combined#60 merged.
cmsdist tag PR: cms-sw/cmsdist#9372

[antoniovilela]

+1