"CICADA"/calorimeter anomaly detection trigger emulator using external repositories

[aloeliger]

PR description:

This PR represents the emulator of the Princeton University/University of Wisconsin unsupervised L1T anomaly detection technique using Calo L1 ("CICADA").

HLS4ML models are now loaded from externally compiled repository .so libraries, via an interface provided via the hls4mlEmulatorExtras external. The CICADA model used in the emulator represents the first version of CICADA to be tested on trigger testing hardware, and is loaded from the CICADA external as CICADAModel_v1.

This PR supersedes #40277.

PR validation:

Due to this emulator not being associated with any standard workflows yet, no changes are expected to standard workflows, and they are not useful in validation. All code compiles, and has had code formatting applied. We have performed internal validation of the output of this emulator with a dedicated ntuplizer on data and MC, and it produces values in line with what is seen in firmware testing. If additional validation checks are desired, the CICADA team can discuss providing them or performing them upon request.

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:

This PR is not a backport

[cmsbuild]

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-40779/34209

• This PR adds an extra 16KB to repository

• There are other open Pull requests which might conflict with changes you have proposed:

  • File L1Trigger/L1TCaloLayer1/plugins/L1TCaloSummary.cc modified in PR(s): Fix L1TCaloSummary memory leak in UCTSummaryCard related to UCTRegion… #40735, CaloL1 Anomaly Detection Trigger ("CICADA") Emulator #40277
  • File L1Trigger/L1TCaloLayer1/python/uct2016EmulatorDigis_cfi.py modified in PR(s): CaloL1 Anomaly Detection Trigger ("CICADA") Emulator #40277

[cmsbuild]

A new Pull Request was created by @aloeliger (Andrew Loeliger) for master.

It involves the following packages:

• L1Trigger/L1TCaloLayer1 (l1)

@epalencia, @cmsbuild, @cecilecaillol, @rekovic can you please review it and eventually sign? Thanks.
@Martin-Grunewald, @missirol this is something you requested to watch as well.
@perrotta, @dpiparo, @rappoccio you are the release manager for this.

cms-bot commands are listed here

[epalencia]

Please test

[cmsbuild]

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-fdfa4d/30772/summary.html
COMMIT: 9168880
CMSSW: CMSSW_13_1_X_2023-02-20-2300/el8_amd64_gcc11
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/40779/30772/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

• You potentially removed 7 lines from the logs
• Reco comparison results: 4 differences found in the comparisons
• DQMHistoTests: Total files compared: 49
• DQMHistoTests: Total histograms compared: 3528709
• DQMHistoTests: Total failures: 3
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3528684
• DQMHistoTests: Total skipped: 22
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 48 files compared)
• Checked 213 log files, 164 edm output root files, 49 DQM output files
• TriggerResults: no differences found

[cmsbuild]

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-40779/34323

• This PR adds an extra 12KB to repository

• There are other open Pull requests which might conflict with changes you have proposed:

  • File L1Trigger/L1TCaloLayer1/plugins/L1TCaloSummary.cc modified in PR(s): Fix L1TCaloSummary memory leak in UCTSummaryCard related to UCTRegion… #40735

[cmsbuild]

Pull request #40779 was updated. @epalencia, @cmsbuild, @cecilecaillol, @aloeliger can you please check and sign again.

[aloeliger]

please test

[cmsbuild]

-1

Failed Tests: RelVals-INPUT
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-fdfa4d/30834/summary.html
COMMIT: 3d53ab2
CMSSW: CMSSW_13_1_X_2023-02-23-1100/el8_amd64_gcc11
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/40779/30834/install.sh to create a dev area with all the needed externals and cmssw changes.

RelVals-INPUT

The relvals timed out after 4 hours.

Comparison Summary

There are some workflows for which there are errors in the baseline:
22034.911 step 1
The results for the comparisons for these workflows could be incomplete
This means most likely that the IB is having errors in the relvals.The error does NOT come from this pull request

Summary:

• You potentially added 6 lines to the logs
• Reco comparison results: 4 differences found in the comparisons
• DQMHistoTests: Total files compared: 49
• DQMHistoTests: Total histograms compared: 3528709
• DQMHistoTests: Total failures: 0
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3528687
• DQMHistoTests: Total skipped: 22
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 48 files compared)
• Checked 213 log files, 164 edm output root files, 49 DQM output files
• TriggerResults: no differences found

[cmsbuild]

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-40779/34356

• This PR adds an extra 20KB to repository

[cmsbuild]

Pull request #40779 was updated. @epalencia, @cmsbuild, @cecilecaillol, @aloeliger can you please check and sign again.

[aloeliger]

please test

[cmsbuild]

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-fdfa4d/30904/summary.html
COMMIT: 84ea9e1
CMSSW: CMSSW_13_1_X_2023-02-24-2300/el8_amd64_gcc11
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/40779/30904/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

• You potentially added 3 lines to the logs
• Reco comparison results: 10 differences found in the comparisons
• DQMHistoTests: Total files compared: 49
• DQMHistoTests: Total histograms compared: 3528955
• DQMHistoTests: Total failures: 6
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3528927
• DQMHistoTests: Total skipped: 22
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 48 files compared)
• Checked 213 log files, 164 edm output root files, 49 DQM output files
• TriggerResults: no differences found

[aloeliger]

@cecilecaillol could I ask you to look at this and sign again? I can make the commits or I can sign them, but if I do both CMS is probably in trouble, and so am I.

[cecilecaillol]

+l1

[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. @perrotta, @dpiparo, @rappoccio (and backports should be raised in the release meeting by the corresponding L2)

[perrotta]

+1