Boosted DeepTauID v2.0 #46112

mbluj · 2024-09-24T12:05:16Z

PR description:

This PR adds DeepTauID dedicated to boostedTaus (aka taus in boosted final states).
This new tauID is run at miniAOD step and added to boostedTau collections at miniAOD and nanoAOD. It can be also run on-the-fly as part on nanoAOD step with existing miniAOD samples (for validation purposes) with a new era modifier run3_nanoAOD_pre142X introduced in #46066.

Expected changes:

three new tauIDs in the slimmedTausBoosted collection in miniAOD (with negligible impact on miniAOD size);
three new tauIDs (three new columns) in the boostedTau table in nanoAOD and relaxed boostedTau pre-selection (pt threshold 40->25GeV, boostedDeepTauID added to selection criteria OR'ed with previous tauIDs) - increase of size of the boostedTau table by ~70% and of size of nanoAOD by ~0.5% (tested with Run3 ttbar MC).

This PR depends on DeepTauID model files added in cms-data/RecoTauTag-TrainingFiles#14.

Most recent presentation on the BoostedDeepTauID: https://indico.cern.ch/event/1444695/#2-deepboostedtau-id-for-hh-bbt

PR validation:

Validated with wf. 13034.21 (TTbar_14TeV+2024PU_ProdLike)
and custom nanoAOD wf with 2022 miniAOD and run3_nanoAOD_pre142X modifier with cmsDriver command:

cmsDriver.py myNANO2022 -s NANO --mc --conditions auto:phase1_2022_realistic --era Run3,run3_nanoAOD_pre142X --eventcontent NANOAODSIM --datatier NANOAODSIM -n 1000 --no_exec --filein file:/eos/cms/store/group/phys_tau/kandroso/miniAOD/Run3_2022/TTtoLNu2Q.root

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:

Backport not planned

…in output NanoAOD

Boosted DeepTauID v2.0

cmsbuild · 2024-09-24T12:05:38Z

cms-bot internal usage

mbluj · 2024-09-24T12:07:55Z

FYI @gparida @Ksavva1021 @pritampalit

cmsbuild · 2024-09-24T12:08:28Z

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-46112/41901

There are other open Pull requests which might conflict with changes you have proposed:
- File Configuration/Eras/python/Modifier_run3_nanoAOD_pre142X_cff.py modified in PR(s): Introduce era modifier run3_nanoAOD_pre142X #46066
- File Configuration/StandardSequences/python/Eras.py modified in PR(s): Add run3 tracking low pu era #33532, Introduce era modifier run3_nanoAOD_pre142X #46066, Era for UPC re-reco of 2016 pPb data #46087
- File PhysicsTools/NanoAOD/python/nano_cff.py modified in PR(s): Adding PAIReDJet Table to NanoAOD #45207
- File PhysicsTools/NanoAOD/python/nano_eras_cff.py modified in PR(s): Introduce era modifier run3_nanoAOD_pre142X #46066
- File RecoTauTag/RecoTau/interface/DeepTauIdBase.h modified in PR(s): update PackedCandidate::dzError to return what it should in track parameterization #45612

cmsbuild · 2024-09-24T12:08:55Z

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

It involves the following packages:

Configuration/Eras (operations)
Configuration/StandardSequences (operations)
PhysicsTools/NanoAOD (xpog)
PhysicsTools/PatAlgos (xpog, reconstruction)
RecoTauTag/RecoTau (reconstruction)

@antoniovilela, @cmsbuild, @davidlange6, @fabiocos, @ftorrresd, @hqucms, @jfernan2, @mandrenguyen, @rappoccio can you please review it and eventually sign? Thanks.
@AlexDeMoor, @AnnikaStein, @GiacomoSguazzoni, @JanFSchulte, @Martin-Grunewald, @Ming-Yan, @Senphy, @VinInn, @VourMa, @ahinzmann, @andrzejnovak, @azotz, @castaned, @demuller, @dgulhan, @fabiocos, @felicepantaleo, @gkasieczka, @gouskos, @gpetruc, @hatakeyamak, @jdamgov, @jdolen, @makortel, @mariadalfonso, @mbluj, @missirol, @mmarionncern, @mmusich, @mtosi, @nhanvtran, @rappoccio, @rovere, @sameasy, @schoef, @seemasharmafnal, @slomeo 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

jfernan2 · 2024-09-24T14:45:23Z

enable nano

jfernan2 · 2024-09-24T14:45:30Z

please test

cmsbuild · 2024-09-24T16:17:17Z

-1

Failed Tests: UnitTests RelVals RelVals-INPUT RelVals-NANO
Size: This PR adds an extra 12KB to repository
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-70ad07/41726/summary.html
COMMIT: 4484169
CMSSW: CMSSW_14_2_X_2024-09-24-1100/el8_amd64_gcc12
Additional Tests: NANO
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/install.sh to create a dev area with all the needed externals and cmssw changes.

Unit Tests

I found 7 errors in the following unit tests:

---> test testTauEmbeddingWorkflow2016postVFP had ERRORS
---> test testTauEmbeddingWorkflow2016preVFP had ERRORS
---> test testTauEmbeddingWorkflow2017 had ERRORS
and more ...

RelVals

4.53

----- Begin Fatal Exception 24-Sep-2024 17:27:01 CEST-----------------------
An exception of category 'FileInPathError' occurred while
   [0] Constructing the EventProcessor
   [1] Constructing module: class=DeepTauId label='boostedDeepTau20161718v2p0BoostedForMini'
Exception Message:
edm::FileInPath unable to find file RecoTauTag/TrainingFiles/data/BoostedDeepTauId/boosteddeepTau_RunIIv2p0_core.pb anywhere in the search path.
The search path is defined by: CMSSW_SEARCH_PATH
${CMSSW_SEARCH_PATH} is: /cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/CMSSW_14_2_X_2024-09-24-1100/poison:/cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/CMSSW_14_2_X_2024-09-24-1100/src:/cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/CMSSW_14_2_X_2024-09-24-1100/external/el8_amd64_gcc12/data:/cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02856/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_14_2_X_2024-09-24-1100/poison:/cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02856/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_14_2_X_2024-09-24-1100/src:/cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02856/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_14_2_X_2024-09-24-1100/external/el8_amd64_gcc12/data
Current directory is: /data/cmsbld/jenkins/workspace/ib-run-pr-relvals/matrix-results/4.53_RunPhoton2012B
----- End Fatal Exception -------------------------------------------------

135.4

----- Begin Fatal Exception 24-Sep-2024 17:27:10 CEST-----------------------
An exception of category 'FileInPathError' occurred while
   [0] Constructing the EventProcessor
   [1] Constructing module: class=DeepTauId label='boostedDeepTau20161718v2p0BoostedForMini'
Exception Message:
edm::FileInPath unable to find file RecoTauTag/TrainingFiles/data/BoostedDeepTauId/boosteddeepTau_RunIIv2p0_core.pb anywhere in the search path.
The search path is defined by: CMSSW_SEARCH_PATH
${CMSSW_SEARCH_PATH} is: /cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/CMSSW_14_2_X_2024-09-24-1100/poison:/cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/CMSSW_14_2_X_2024-09-24-1100/src:/cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/CMSSW_14_2_X_2024-09-24-1100/external/el8_amd64_gcc12/data:/cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02856/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_14_2_X_2024-09-24-1100/poison:/cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02856/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_14_2_X_2024-09-24-1100/src:/cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02856/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_14_2_X_2024-09-24-1100/external/el8_amd64_gcc12/data
Current directory is: /data/cmsbld/jenkins/workspace/ib-run-pr-relvals/matrix-results/135.4_ZEEFS_13
----- End Fatal Exception -------------------------------------------------

140.023

----- Begin Fatal Exception 24-Sep-2024 17:27:58 CEST-----------------------
An exception of category 'FileInPathError' occurred while
   [0] Constructing the EventProcessor
   [1] Constructing module: class=DeepTauId label='boostedDeepTau20161718v2p0BoostedForMini'
Exception Message:
edm::FileInPath unable to find file RecoTauTag/TrainingFiles/data/BoostedDeepTauId/boosteddeepTau_RunIIv2p0_core.pb anywhere in the search path.
The search path is defined by: CMSSW_SEARCH_PATH
${CMSSW_SEARCH_PATH} is: /cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/CMSSW_14_2_X_2024-09-24-1100/poison:/cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/CMSSW_14_2_X_2024-09-24-1100/src:/cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/46112/41726/CMSSW_14_2_X_2024-09-24-1100/external/el8_amd64_gcc12/data:/cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02856/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_14_2_X_2024-09-24-1100/poison:/cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02856/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_14_2_X_2024-09-24-1100/src:/cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02856/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_14_2_X_2024-09-24-1100/external/el8_amd64_gcc12/data
Current directory is: /data/cmsbld/jenkins/workspace/ib-run-pr-relvals/matrix-results/140.023_RunZeroBias2022B
----- End Fatal Exception -------------------------------------------------

Expand to see more relval errors ...

RelVals-INPUT

4.64.6_MinimumBias2010A/step2_MinimumBias2010A.log
136.901136.901_RunDoubleMuon2016C/step2_RunDoubleMuon2016C.log
136.902136.902_RunDoubleMuon2016H/step2_RunDoubleMuon2016H.log

Expand to see more relval errors ...

RelVals-NANO

2500.0032500.003_NANOmc106Xul18v2/step2_NANOmc106Xul18v2.log
2500.0022500.002_NANOmc106Xul17v2/step2_NANOmc106Xul17v2.log
2500.0012500.001_NANOmc106Xul16v2/step2_NANOmc106Xul16v2.log

Expand to see more relval errors ...

mbluj · 2024-09-24T16:22:50Z

It should be tested with cms-data/RecoTauTag-TrainingFiles#14 otherwise model files are not available.

jfernan2 · 2024-09-24T16:38:14Z

please test with cms-data/RecoTauTag-TrainingFiles#14

cmsbuild · 2024-10-08T16:43:52Z

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-46112/42129

There are other open Pull requests which might conflict with changes you have proposed:
- File Configuration/StandardSequences/python/Eras.py modified in PR(s): Add run3 tracking low pu era #33532, Era for UPC re-reco of 2016 pPb data #46087
- File PhysicsTools/NanoAOD/python/nanoDQM_cfi.py modified in PR(s): [NanoAOD] Add ParticleNet-based Muon ID (Rework of #46153) #46273, [NanoAOD] Add UParT electron and muon raw scores #46299
- File PhysicsTools/NanoAOD/python/nano_cff.py modified in PR(s): Adding PAIReDJet Table to NanoAOD #45207, Move "hybrid" tau production from nano to mini step #46196
- File PhysicsTools/PatAlgos/python/slimming/miniAOD_tools.py modified in PR(s): Move "hybrid" tau production from nano to mini step #46196
- File RecoTauTag/RecoTau/interface/DeepTauIdBase.h modified in PR(s): update PackedCandidate::dzError to return what it should in track parameterization #45612

cmsbuild · 2024-10-08T16:44:11Z

Pull request #46112 was updated. @cmsbuild can you please check and sign again.

mbluj · 2024-10-08T16:44:21Z

Conflicts solved.

mandrenguyen · 2024-10-08T20:06:26Z

@jfernan2 Please also sign cms-data/RecoTauTag-TrainingFiles#14

mandrenguyen · 2024-10-09T13:15:09Z

please test

smuzaffar · 2024-10-10T14:25:40Z

please test

mbluj · 2024-10-11T08:44:07Z

Tests started 18h ago and not results yet, should the tests be restarted?

hqucms · 2024-10-14T16:08:55Z

please abort

hqucms · 2024-10-14T16:09:00Z

please test

cmsbuild · 2024-10-14T23:16:03Z

+1

Size: This PR adds an extra 12KB to repository
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-70ad07/42171/summary.html
COMMIT: 8872b79
CMSSW: CMSSW_14_2_X_2024-10-14-1100/el8_amd64_gcc12
Additional Tests: PROFILING,NANO
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/46112/42171/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

You potentially added 20 lines to the logs
ROOTFileChecks: Some differences in event products or their sizes found
Reco comparison results: 106 differences found in the comparisons
DQMHistoTests: Total files compared: 44
DQMHistoTests: Total histograms compared: 3331066
DQMHistoTests: Total failures: 4151
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 3326895
DQMHistoTests: Total skipped: 20
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 6.944000000000002 KiB( 43 files compared)
DQMHistoSizes: changed ( 11634.0,... ): 0.434 KiB Physics/NanoAODDQM
Checked 193 log files, 163 edm output root files, 44 DQM output files
TriggerResults: no differences found

NANO Comparison Summary

Summary:

You potentially added 356 lines to the logs
ROOTFileChecks: Some differences in event products or their sizes found
Reco comparison results: 537 differences found in the comparisons
DQMHistoTests: Total files compared: 21
DQMHistoTests: Total histograms compared: 55028
DQMHistoTests: Total failures: 305
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 54723
DQMHistoTests: Total skipped: 0
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 5.208000000000001 KiB( 20 files compared)
DQMHistoSizes: changed ( 2500.001,... ): 0.434 KiB Physics/NanoAODDQM
Checked 102 log files, 58 edm output root files, 21 DQM output files
TriggerResults: no differences found

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
2500.001	2.960	2.947	0.013 ( +0.4% )	2.92	3.10	-5.8%	6.719	6.055
2500.002	3.069	3.056	0.013 ( +0.4% )	2.60	2.76	-5.5%	7.071	6.411
2500.003	3.011	2.998	0.013 ( +0.4% )	2.72	2.89	-5.9%	7.100	6.487
2500.011	1.539	1.533	0.006 ( +0.4% )	4.56	4.80	-5.1%	2.448	2.421
2500.012	2.045	2.030	0.015 ( +0.7% )	2.76	2.90	-5.0%	2.643	2.605
2500.013	1.881	1.872	0.009 ( +0.5% )	3.85	4.10	-6.0%	2.544	2.514
2500.021	0.022	0.022	0.000 ( +0.0% )	0.89	0.98	-9.3%	2.409	2.381
2500.022	0.022	0.022	0.000 ( +0.0% )	0.84	0.93	-9.6%	2.408	2.376
2500.023	0.022	0.022	0.000 ( +0.0% )	0.83	0.93	-11.1%	2.275	2.244
2500.024	0.022	0.022	0.000 ( +0.0% )	0.64	0.71	-10.3%	2.486	2.458
2500.031	0.035	0.035	0.000 ( +0.0% )	0.77	0.86	-10.4%	2.479	2.451
2500.032	0.036	0.036	0.000 ( +0.0% )	0.79	0.88	-10.4%	2.436	2.412
2500.033	0.037	0.037	0.000 ( +0.0% )	0.70	0.80	-11.4%	2.526	2.492
2500.034	0.036	0.036	0.000 ( +0.0% )	0.73	0.80	-9.9%	2.494	2.468
2500.101	2.746	2.728	0.018 ( +0.7% )	7.18	9.00	-20.2%	7.036	6.339
2500.111	1.395	1.386	0.009 ( +0.7% )	16.44	20.28	-19.0%	2.291	2.232
2500.112	1.815	1.803	0.011 ( +0.6% )	13.22	15.29	-13.6%	2.366	2.313
2500.131	0.747	0.747	0.000 ( +0.0% )	17.22	18.38	-6.3%	1.499	1.474
2500.201	2.573	2.552	0.022 ( +0.9% )	6.19	7.58	-18.4%	6.317	5.610
2500.211	1.713	1.699	0.014 ( +0.8% )	14.35	18.01	-20.3%	2.362	2.281
2500.212	2.108	2.095	0.013 ( +0.6% )	11.79	14.29	-17.5%	2.438	2.361
2500.221	1.998	1.998	0.000 ( +0.0% )	6.26	7.76	-19.4%	2.527	2.444
2500.222	3.300	3.276	0.024 ( +0.7% )	6.22	7.62	-18.3%	2.614	2.527
2500.223	8.987	8.963	0.024 ( +0.3% )	2.38	2.66	-10.5%	2.646	2.409
2500.224	5.834	5.810	0.024 ( +0.4% )	0.57	0.60	-5.6%	2.678	2.130
2500.225	5.852	5.827	0.024 ( +0.4% )	0.56	0.59	-4.2%	2.699	2.146
2500.226	3.062	3.038	0.024 ( +0.8% )	6.18	7.60	-18.6%	2.617	2.411
2500.227	1.437	1.437	0.000 ( +0.0% )	11.17	11.88	-6.0%	1.430	1.434
2500.231	1.403	1.403	0.000 ( +0.0% )	11.81	13.54	-12.8%	2.262	2.180
2500.232	2.314	2.300	0.013 ( +0.6% )	11.67	14.03	-16.8%	2.350	2.275
2500.233	4.760	4.747	0.013 ( +0.3% )	3.93	4.26	-7.8%	2.375	2.279
2500.234	3.531	3.518	0.013 ( +0.4% )	0.74	0.77	-3.9%	2.391	2.070
2500.235	3.543	3.530	0.013 ( +0.4% )	0.72	0.75	-3.8%	2.406	2.088
2500.236	2.158	2.145	0.013 ( +0.6% )	11.89	13.72	-13.3%	2.352	2.268
2500.237	1.016	1.016	0.000 ( +0.0% )	16.35	17.05	-4.1%	1.469	1.459
2500.241	9.404	9.404	0.000 ( +0.0% )	3.42	3.74	-8.6%	1.921	1.951
2500.242	10.331	10.331	0.000 ( +0.0% )	0.83	0.91	-8.5%	1.709	1.735
2500.243	2.712	2.712	0.000 ( +0.0% )	8.07	8.39	-3.7%	1.079	1.077
2500.244	485.976	485.976	0.000 ( +0.0% )	0.53	0.56	-5.6%	1.674	1.692
2500.245	823.202	823.202	0.000 ( +0.0% )	0.70	0.75	-5.5%	1.662	1.664
2500.901	1.777	1.777	0.000 ( +0.0% )	19.87	21.53	-7.7%	1.842	1.846
2500.902	1.626	1.626	0.000 ( +0.0% )	20.88	21.05	-0.8%	1.771	1.773
2500.911	13.995	13.995	0.000 ( +0.0% )	2.12	2.92	-27.5%	1.100	1.095
2500.912	0.310	0.199	0.111 ( +55.6% )	1.39	1.77	-21.7%	0.976	0.974
2500.913	0.110	0.110	0.000 ( +0.0% )	1.14	1.17	-2.5%	0.980	0.972

mandrenguyen · 2024-10-15T16:03:15Z

+1

gparida and others added 6 commits September 24, 2024 12:56

Changes for BoostedDeepTauv2p0 in RecoTauTag/RecoTau package

bf83ed9

Changes for BoostedDeepTauv2p0 in PhysicsTools/NanoAOD to include it …

93cf84b

…in output NanoAOD

Add boostedDeepTauID to miniAOD

380b618

Introduce era modifier run3_nanoAOD_pre142X.

d0e63a7

Proper era switches for boostedDeepTauID

25cbeee

Merge pull request #174 from mbluj/CMSSW_14_2_X_BoostedDeepTau

4484169

Boosted DeepTauID v2.0

cmsbuild added this to the CMSSW_14_2_X milestone Sep 24, 2024

cmsbuild added reconstruction-pending operations-pending pending-signatures tests-pending orp-pending code-checks-pending xpog-pending labels Sep 24, 2024

cmsbuild added code-checks-approved and removed code-checks-pending labels Sep 24, 2024

mbluj mentioned this pull request Sep 24, 2024

Add model files of BoostedDeepTauID v2.0 cms-data/RecoTauTag-TrainingFiles#14

Merged

cmsbuild added tests-started and removed tests-pending labels Sep 24, 2024

cmsbuild added tests-rejected and removed tests-started labels Sep 24, 2024

Merge branch 'master' into CMSSW_14_2_X_tau-pog_BoostedDeepTau

8872b79

cmsbuild added fully-signed tests-pending code-checks-pending and removed operations-pending pending-signatures tests-approved code-checks-approved labels Oct 8, 2024

cmsbuild added code-checks-approved and removed code-checks-pending labels Oct 8, 2024

cmsbuild added tests-started and removed tests-pending labels Oct 9, 2024

cmsbuild mentioned this pull request Oct 14, 2024

Jet updates for Mini and (JME)Nano, add recipe for puppi JetMET reclustering #46368

Merged

cmsbuild added tests-approved and removed tests-started labels Oct 14, 2024

cmsbuild added orp-approved and removed orp-pending labels Oct 15, 2024

cmsbuild merged commit ceae18e into cms-sw:master Oct 15, 2024
16 checks passed

cmsbuild mentioned this pull request Oct 16, 2024

[UBSAN][PatCandidates/Tau] Reference binding to null pointer #46409

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Boosted DeepTauID v2.0 #46112

Boosted DeepTauID v2.0 #46112

mbluj commented Sep 24, 2024 •

edited

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mandrenguyen commented Oct 15, 2024

Boosted DeepTauID v2.0 #46112

Boosted DeepTauID v2.0 #46112

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mbluj commented Sep 24, 2024 • edited Loading

PR description:

PR validation:

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:

cmsbuild commented Sep 24, 2024 • edited Loading

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Unit Tests

RelVals

RelVals-INPUT

RelVals-NANO

mbluj commented Sep 24, 2024

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cmsbuild commented Oct 8, 2024

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cmsbuild commented Oct 14, 2024

Comparison Summary

NANO Comparison Summary

mandrenguyen commented Oct 15, 2024

mbluj commented Sep 24, 2024 •

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cmsbuild commented Sep 24, 2024 •

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