Add retrained tau model

[Duchstf]

Hello, this is a PR to update the tau NN in association with this PR: cms-l1t-offline/cmssw#1087

Duc.

[cmsbuild]

A new Pull Request was created by @Duchstf (Duc Hoang) for branch master.

@smuzaffar, @epalencia, @aandvalenzuela, @iarspider, @cmsbuild, @AdrianoDee, @srimanob, @aloeliger, @cecilecaillol can you please review it and eventually sign? Thanks.
@perrotta, @dpiparo, @rappoccio you are the release manager for this.
cms-bot commands are listed here

[cmsbuild]

Pull request #7 was updated.

[aloeliger]

please test

[cmsbuild]

-1

Failed Tests: RelVals
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-b12b0f/33034/summary.html
COMMIT: 71c219c
CMSSW: CMSSW_13_2_X_2023-06-07-1100/el8_amd64_gcc11
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-data/L1Trigger-Phase2L1ParticleFlow/7/33034/install.sh to create a dev area with all the needed externals and cmssw changes.

RelVals

• 23234.0

----- Begin Fatal Exception 07-Jun-2023 17:43:25 CEST-----------------------
An exception of category 'InvalidRun' occurred while
   [0] Processing  Event run: 1 lumi: 1 event: 1 stream: 0
   [1] Running path 'FEVTDEBUGHLToutput_step'
   [2] Prefetching for module PoolOutputModule/'FEVTDEBUGHLToutput'
   [3] Calling method for module L1NNTauProducer/'l1tNNTauProducerPuppi'
Exception Message:
error while running session: Invalid argument: Tensor input_1:0, specified in either feed_devices or fetch_devices was not found in the Graph
----- End Fatal Exception -------------------------------------------------

• 23634.0

----- Begin Fatal Exception 07-Jun-2023 17:43:39 CEST-----------------------
An exception of category 'InvalidRun' occurred while
   [0] Processing  Event run: 1 lumi: 1 event: 1 stream: 0
   [1] Running path 'HLTriggerFinalPath'
   [2] Prefetching for module TriggerSummaryProducerAOD/'hltTriggerSummaryAOD'
   [3] Calling method for module L1NNTauProducer/'l1tNNTauProducerPuppi'
Exception Message:
error while running session: Invalid argument: Tensor input_1:0, specified in either feed_devices or fetch_devices was not found in the Graph
----- End Fatal Exception -------------------------------------------------

• 23834.999

----- Begin Fatal Exception 07-Jun-2023 17:52:22 CEST-----------------------
An exception of category 'InvalidRun' occurred while
   [0] Processing  Event run: 1 lumi: 1 event: 1 stream: 0
   [1] Running path 'HLTriggerFinalPath'
   [2] Prefetching for module TriggerSummaryProducerAOD/'hltTriggerSummaryAOD'
   [3] Calling method for module L1NNTauProducer/'l1tNNTauProducerPuppi'
Exception Message:
error while running session: Invalid argument: Tensor input_1:0, specified in either feed_devices or fetch_devices was not found in the Graph
----- End Fatal Exception -------------------------------------------------

Expand to see more relval errors ...

• 23634.911

[aloeliger]

please test with cms-sw/cmssw#41492

[cmsbuild]

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-b12b0f/33038/summary.html
COMMIT: 71c219c
CMSSW: CMSSW_13_2_X_2023-06-07-1100/el8_amd64_gcc11
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-data/L1Trigger-Phase2L1ParticleFlow/7/33038/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:

• @gartung Utilities/StaticAnalyzers: updates to address changes in number of reports with llvm 14/16 cms-sw/cmssw#41861

You can see more details here:
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-b12b0f/33038/git-recent-commits.json
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-b12b0f/33038/git-merge-result

Comparison Summary

There are some workflows for which there are errors in the baseline:
10805.31 step 3
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 removed 14 lines from the logs
• Reco comparison results: 6 differences found in the comparisons
• DQMHistoTests: Total files compared: 48
• DQMHistoTests: Total histograms compared: 3219909
• DQMHistoTests: Total failures: 3
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3219884
• DQMHistoTests: Total skipped: 22
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 47 files compared)
• Checked 207 log files, 159 edm output root files, 48 DQM output files
• TriggerResults: no differences found

[aloeliger]

+l1

[AdrianoDee]

+upgrade
(Would wait for #41492)

[smuzaffar]

please test

[cmsbuild]

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-b12b0f/36299/summary.html
COMMIT: 71c219c
CMSSW: CMSSW_14_0_X_2023-12-03-2300/el8_amd64_gcc12
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-data/L1Trigger-Phase2L1ParticleFlow/7/36299/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:

• @mkirsano upgrade lhapdf to 6.5.4, sets to 6.5.1c cms-sw/cmsdist#8852

You can see more details here:
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-b12b0f/36299/git-recent-commits.json
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-b12b0f/36299/git-merge-result

Comparison Summary

Summary:

• You potentially added 28 lines to the logs
• Reco comparison results: 13 differences found in the comparisons
• DQMHistoTests: Total files compared: 50
• DQMHistoTests: Total histograms compared: 3370032
• DQMHistoTests: Total failures: 82
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3369928
• DQMHistoTests: Total skipped: 22
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 49 files compared)
• Checked 214 log files, 167 edm output root files, 50 DQM output files
• TriggerResults: no differences found

[aloeliger]

@smuzaffar @iarspider Ping on this, this is related to a PR that has been merged for some time now.

[smuzaffar]

+externals

[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)