Add ParticleNet legacy discriminator scores and mass regression to MINIAOD

[cmantill]

PR description:

Add back the ParticleNet legacy discriminator scores and mass regression for AK8 Jets. This allows a comparison with newer version of ParticleNet and may be useful in scenarios that fall out of the phase space of the newer ParticleNet training.

• Changes expected in the miniAOD and nanoAOD output. Added the following branches to nanoAOD:

 FatJet_particleNetLegacy_QCD
 FatJet_particleNetLegacy_Xbb
 FatJet_particleNetLegacy_Xcc 
 FatJet_particleNetLegacy_Xqq 
 FatJet_particleNetLegacy_mass 

• Discussion took place at XPOG meeting on March 14th: https://indico.cern.ch/event/1382063/#10-pnet-legacy-in-v14

PR validation:

MiniAODv4+NanoAODv12 workflow in CMSSW_13_2_X

Backport to CMSSW_13_2_X

[cmsbuild]

cms-bot internal usage

[cmsbuild]

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-44507/39623

• This PR adds an extra 28KB to repository

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

  • File PhysicsTools/NanoAOD/python/nano_cff.py modified in PR(s): l1nano import location #44391

[cmsbuild]

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

It involves the following packages:

• PhysicsTools/NanoAOD (xpog)
• PhysicsTools/PatAlgos (reconstruction, xpog)

@jfernan2, @vlimant, @cmsbuild, @hqucms, @mandrenguyen can you please review it and eventually sign? Thanks.
@rappoccio, @demuller, @mbluj, @nhanvtran, @ahinzmann, @jdolen, @Ming-Yan, @gkasieczka, @AlexDeMoor, @Senphy, @mariadalfonso, @mmarionncern, @gpetruc, @azotz, @seemasharmafnal, @andrzejnovak, @AnnikaStein, @schoef, @JyothsnaKomaragiri, @jdamgov, @hatakeyamak, @emilbols, @gouskos 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

[jfernan2]

enable nano

[jfernan2]

please test

[cmsbuild]

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-86ce41/38339/summary.html
COMMIT: 5aa4cbb
CMSSW: CMSSW_14_1_X_2024-03-21-2300/el8_amd64_gcc12
Additional Tests: NANO
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/44507/38339/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

• You potentially removed 45 lines from the logs
• ROOTFileChecks: Some differences in event products or their sizes found
• Reco comparison results: 2386 differences found in the comparisons
• DQMHistoTests: Total files compared: 48
• DQMHistoTests: Total histograms compared: 3297369
• DQMHistoTests: Total failures: 1180
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3296169
• 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

NANO Comparison Summary

Summary:

• You potentially removed 2 lines from the logs
• ROOTFileChecks: Some differences in event products or their sizes found
• Reco comparison results: 6 differences found in the comparisons
• DQMHistoTests: Total files compared: 15
• DQMHistoTests: Total histograms compared: 16402
• DQMHistoTests: Total failures: 6
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 16396
• DQMHistoTests: Total skipped: 0
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 14 files compared)
• Checked 47 log files, 27 edm output root files, 15 DQM output files

Nano size comparison Summary:

Sample	kb/ev	ref kb/ev	diff kb/ev	ev/s/thd	ref ev/s/thd	diff rate	mem/thd	ref mem/thd
2500.0	2.548	2.548	-0.000 ( -0.0% )	5.29	5.22	+1.3%	2.143	2.227
2500.001	2.697	2.698	-0.001 ( -0.0% )	4.76	4.67	+2.0%	2.541	2.249
2500.002	2.637	2.638	-0.001 ( -0.0% )	4.91	4.83	+1.7%	2.545	2.266
2500.01	1.318	1.318	-0.000 ( -0.0% )	9.50	9.64	-1.4%	2.253	2.102
2500.011	1.739	1.740	-0.001 ( -0.1% )	5.23	5.23	-0.0%	2.424	2.136
2500.012	1.580	1.581	-0.000 ( -0.0% )	7.34	7.44	-1.4%	2.293	2.158
2500.1	2.192	2.192	0.000 ( +0.0% )	5.24	5.23	+0.3%	2.066	2.051
2500.2	2.308	2.308	0.000 ( +0.0% )	6.00	6.03	-0.4%	1.977	1.934
2500.21	1.181	1.181	0.000 ( +0.0% )	4.28	4.29	-0.4%	2.259	1.955
2500.211	1.545	1.545	0.000 ( +0.0% )	3.67	3.71	-1.1%	2.338	2.055
2500.3	2.064	2.058	0.006 ( +0.3% )	12.15	12.07	+0.7%	1.958	1.969
2500.301	2.638	2.631	0.007 ( +0.3% )	10.01	10.08	-0.7%	1.950	1.951
2500.31	1.255	1.254	0.001 ( +0.1% )	18.98	19.10	-0.6%	2.343	2.365
2500.311	1.642	1.640	0.002 ( +0.1% )	12.52	13.33	-6.1%	2.437	2.445
2500.312	7.159	7.159	0.000 ( +0.0% )	1.36	1.45	-6.2%	1.700	1.709
2500.313	1.564	1.564	0.000 ( +0.0% )	7.04	6.99	+0.7%	1.056	1.062
2500.314	1.163	1.163	0.000 ( +0.0% )	13.43	14.09	-4.7%	2.055	2.206
2500.315	1.760	1.758	0.002 ( +0.1% )	13.59	13.92	-2.4%	2.318	1.946
2500.316	3.093	3.091	0.002 ( +0.1% )	2.19	2.21	-0.8%	2.280	1.990
2500.317	1.789	1.787	0.002 ( +0.1% )	13.30	13.67	-2.7%	2.160	2.312
2500.4	2.064	2.058	0.006 ( +0.3% )	12.11	12.30	-1.5%	1.852	1.964
2500.401	1.824	1.824	0.000 ( +0.0% )	9.77	9.94	-1.7%	1.703	1.690
2500.402	2.638	2.631	0.007 ( +0.3% )	9.11	9.75	-6.6%	1.949	1.951
2500.403	5.195	5.188	0.007 ( +0.1% )	1.53	1.55	-1.2%	1.864	1.981
2500.404	2.627	2.620	0.007 ( +0.3% )	9.48	9.39	+1.0%	1.751	1.786
2500.5	19.575	19.575	0.000 ( +0.0% )	1.26	1.20	+4.6%	1.367	1.367

[mandrenguyen]

+1

[vlimant]

+1

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

[antoniovilela]

+1

[hqucms]

It seems a backport to 14_0_X is missing for this. Could you please make one, @cmantill ?

[hqucms]

It seems a backport to 14_0_X is missing for this. Could you please make one, @cmantill ?

I made the backport here: #44716