Enable TensorFlowAOT unit tests, remove dev workflow.

[riga]

PR description

This PR is a continuation of #43941 and should be tested with cms-sw/cmsdist#9093.

The development workflow for AOT compiling TensorFlow models was added to the PhysicsTools/TensorFlowAOT package in the above mentioned PR. However, with the new changes to the build process and deployment via cmsdist, these files can be removed again (as done in this PR). Instructions on how to locally AOT compile and use models for development purposes will be published on pages of the ML group soon.

PR validation

Since the pre-compiled test models are now provided as external tools, this PR enables the unit tests of the AOT interface that were already reviewed. They perform tests of a simple f32 -> f32 model, as well as a multi-input/output model with a f32,f64 -> f32,bool signature.

@Bogdan-Wiederspan @valsdav

[cmsbuild]

cms-bot internal usage

[cmsbuild]

-code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-44519/39645

• This PR adds an extra 16KB to repository

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-44519/39645/code-format.patch
  e.g. curl -k https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-44519/39645/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-44519/39646

• This PR adds an extra 12KB to repository

[cmsbuild]

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

It involves the following packages:

• PhysicsTools/TensorFlowAOT (ml)

@wpmccormack, @cmsbuild, @valsdav can you please review it and eventually sign? Thanks.
@makortel this is something you requested to watch as well.
@sextonkennedy, @rappoccio, @antoniovilela 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-44519/39693

• This PR adds an extra 12KB to repository

[cmsbuild]

Pull request #44519 was updated. @wpmccormack, @valsdav, @cmsbuild can you please check and sign again.

[cmsbuild]

REMINDER @antoniovilela, @sextonkennedy, @rappoccio: This PR was tested with cms-sw/cmsdist#9093, please check if they should be merged together

[smuzaffar]

please test with cms-sw/cmsdist#9093

[cmsbuild]

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-94885c/38486/summary.html
COMMIT: 7c477f1
CMSSW: CMSSW_14_1_X_2024-03-27-2300/el8_amd64_gcc12
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/44519/38486/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

• You potentially added 124 lines to the logs
• Reco comparison results: 56 differences found in the comparisons
• DQMHistoTests: Total files compared: 48
• DQMHistoTests: Total histograms compared: 3297437
• DQMHistoTests: Total failures: 9
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3297408
• 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

[smuzaffar]

@cms-sw/ml-l2 , can you please review this? This needs to go in along with cms-sw/cmsdist#9093

[cmsbuild]

REMINDER @rappoccio, @antoniovilela, @sextonkennedy: This PR was tested with cms-sw/cmsdist#9093, please check if they should be merged together

[valsdav]

+ml

Thanks a lot @riga @smuzaffar

[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, @rappoccio, @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#9093

[antoniovilela]

+1