[15_0_X] Backport of #47988 (Add '22+'23 Scouting Glo-ParT Inference Facility) #47989

yiyangzha · 2025-04-30T13:59:30Z

PR description:

This PR needs to be tested and merged with both: cms-data/RecoBTag-Combined#68 and #47950

This PR adds the '22+'23 Scouting Glo-ParT model's inference facility into CMSSW, prepared for Scouting NanoAOD official production of 2022 and 2023.
Model performance details are provided in these [slides] (accessible via CMS). This would mainly add a era modifier to decide which Scouting Glo-ParT to use.

Scouting Global Particle Transformer (Glo-ParT) is an inclusive tagging model for AK8 scouting PFjets. It functions as both a global tagger and a mass regression model for AK8 scouting PFjets and can also be utilized as a pre-trained model. Further details can be found in the slides.

PR validation:

The PR passed the tests listed at https://cms-sw.github.io/PRWorkflow.html

Backport:

Backport of PR #47988

yiyangzha · 2025-04-30T13:59:52Z

backport of #47988

cmsbuild · 2025-04-30T13:59:56Z

A new Pull Request was created by @yiyangzha for CMSSW_15_0_X.

It involves the following packages:

PhysicsTools/NanoAOD (xpog)

@cmsbuild, @ftorrresd, @hqucms can you please review it and eventually sign? Thanks.
@gpetruc 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

Backported from Add '22+'23 Scouting Glo-ParT Inference Facility #47988

cmsbuild · 2025-04-30T13:59:57Z

cms-bot internal usage

yiyangzha · 2025-05-01T03:19:33Z

Hi all, this PR needs to be tested and merged with: cms-data/RecoBTag-Combined#68
Also, because the scouting era modifier PR has not been merged, please also test with #47950

ftorrresd · 2025-05-02T11:21:47Z

enable nano

ftorrresd · 2025-05-02T11:22:07Z

please test with cms-data/RecoBTag-Combined#68, #47950

cmsbuild · 2025-05-02T13:47:54Z

+1

Size: This PR adds an extra 16KB to repository
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-656aac/45814/summary.html
COMMIT: 1e9bad1
CMSSW: CMSSW_15_0_X_2025-05-02-1100/el8_amd64_gcc12
Additional Tests: NANO
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmssw/47989/45814/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

You potentially added 16 lines to the logs
Reco comparison results: 8 differences found in the comparisons
DQMHistoTests: Total files compared: 50
DQMHistoTests: Total histograms compared: 4012378
DQMHistoTests: Total failures: 82
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 4012276
DQMHistoTests: Total skipped: 20
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 49 files compared)
Checked 218 log files, 189 edm output root files, 50 DQM output files
TriggerResults: no differences found

NANO Comparison Summary

Summary:

You potentially added 423 lines to the logs
ROOTFileChecks: Some differences in event products or their sizes found
Reco comparison results: 0 differences found in the comparisons
DQMHistoTests: Total files compared: 23
DQMHistoTests: Total histograms compared: 90269
DQMHistoTests: Total failures: 0
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 90269
DQMHistoTests: Total skipped: 0
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 22 files compared)
Checked 113 log files, 65 edm output root files, 23 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	3.115	3.115	0.000 ( +0.0% )	6.65	6.40	+3.9%	2.600	2.586
2500.002	3.231	3.231	0.000 ( +0.0% )	5.90	5.74	+2.7%	3.072	3.068
2500.003	3.172	3.172	0.000 ( +0.0% )	6.17	5.92	+4.1%	3.053	3.049
2500.011	1.647	1.647	0.000 ( +0.0% )	11.18	10.64	+5.1%	2.695	2.703
2500.012	2.185	2.185	0.000 ( +0.0% )	6.20	5.99	+3.4%	2.888	2.895
2500.013	2.002	2.002	0.000 ( +0.0% )	8.73	8.35	+4.5%	2.811	2.818
2500.021	0.022	0.022	0.000 ( +0.0% )	1.78	1.74	+2.5%	2.947	2.960
2500.022	0.022	0.022	0.000 ( +0.0% )	1.73	1.68	+2.8%	2.944	2.947
2500.023	0.022	0.022	0.000 ( +0.0% )	1.54	1.52	+1.4%	2.669	2.671
2500.024	0.022	0.022	0.000 ( +0.0% )	1.38	1.34	+2.6%	3.069	3.065
2500.031	0.035	0.035	0.000 ( +0.0% )	1.54	1.50	+3.3%	2.892	2.901
2500.032	0.036	0.036	0.000 ( +0.0% )	1.57	1.51	+4.0%	2.891	2.881
2500.033	0.037	0.037	0.000 ( +0.0% )	1.50	1.48	+1.5%	2.948	2.943
2500.034	0.036	0.036	0.000 ( +0.0% )	1.53	1.46	+4.7%	2.923	2.917
2500.101	2.872	2.872	0.000 ( +0.0% )	15.20	14.61	+4.0%	2.711	2.704
2500.111	1.474	1.474	0.000 ( +0.0% )	29.76	27.95	+6.5%	2.412	2.406
2500.112	1.896	1.896	0.000 ( +0.0% )	24.50	23.31	+5.1%	2.476	2.480
2500.131	0.771	0.758	0.013 ( +1.8% )	33.49	31.80	+5.3%	1.661	1.652
2500.201	2.706	2.706	0.000 ( +0.0% )	13.79	13.02	+5.9%	2.237	2.237
2500.211	1.845	1.845	0.000 ( +0.0% )	25.20	23.86	+5.6%	2.512	2.510
2500.212	2.243	2.243	0.000 ( +0.0% )	21.31	20.45	+4.2%	2.599	2.601
2500.221	2.141	2.141	0.000 ( +0.0% )	13.51	12.95	+4.3%	2.098	2.094
2500.222	3.516	3.516	0.000 ( +0.0% )	12.61	12.24	+3.0%	2.186	2.192
2500.223	10.328	10.328	0.000 ( +0.0% )	4.55	4.34	+4.9%	2.358	2.349
2500.224	6.622	6.622	0.000 ( +0.0% )	1.23	1.16	+6.0%	2.320	2.328
2500.225	6.671	6.671	0.000 ( +0.0% )	1.14	1.09	+4.2%	2.522	2.536
2500.226	3.210	3.210	0.000 ( +0.0% )	13.19	12.26	+7.6%	2.186	2.187
2500.227	1.486	1.463	0.023 ( +1.6% )	15.75	15.00	+5.1%	1.929	1.927
2500.228	4.105	4.075	0.030 ( +0.7% )	8.21	8.00	+2.6%	2.453	2.480
2500.231	1.516	1.516	0.000 ( +0.0% )	21.27	19.66	+8.2%	2.426	2.433
2500.232	2.502	2.502	0.000 ( +0.0% )	20.34	18.61	+9.3%	2.520	2.505
2500.233	5.422	5.422	0.000 ( +0.0% )	6.91	6.42	+7.7%	2.676	2.670
2500.234	3.928	3.928	0.000 ( +0.0% )	1.54	1.48	+4.5%	2.328	2.618
2500.235	3.960	3.960	0.000 ( +0.0% )	1.46	1.40	+3.9%	2.530	2.837
2500.236	2.292	2.292	0.000 ( +0.0% )	21.57	19.90	+8.4%	2.513	2.505
2500.237	1.101	1.030	0.071 ( +6.9% )	29.01	27.97	+3.7%	1.644	1.642
2500.238	2.595	2.501	0.094 ( +3.8% )	13.97	13.90	+0.5%	2.690	2.711
2500.241	9.404	9.404	0.000 ( +0.0% )	6.93	7.10	-2.3%	1.927	1.925
2500.242	10.331	10.331	0.000 ( +0.0% )	1.64	1.60	+2.5%	1.725	1.726
2500.243	2.712	2.712	0.000 ( +0.0% )	15.76	16.03	-1.7%	1.064	1.061
2500.244	486.016	486.016	0.000 ( +0.0% )	1.12	1.08	+3.1%	1.701	1.683
2500.245	826.413	826.413	0.000 ( +0.0% )	1.46	1.45	+0.4%	1.690	1.677
2500.251	645.333	645.333	0.000 ( +0.0% )	1.60	1.56	+2.3%	1.770	1.778
2500.301	0.021	0.021	0.000 ( +0.0% )	1.65	1.62	+1.7%	3.108	3.097
2500.311	0.036	0.036	0.000 ( +0.0% )	1.60	1.54	+4.0%	2.891	2.901
2500.901	1.819	1.819	0.000 ( +0.0% )	31.14	30.36	+2.6%	1.321	1.876
2500.902	1.665	1.665	0.000 ( +0.0% )	30.69	29.75	+3.2%	1.334	1.458
2500.911	14.345	14.345	0.000 ( +0.0% )	7.00	6.93	+1.0%	1.090	1.091
2500.912	0.310	0.171	0.140 ( +81.9% )	2.61	2.80	-6.9%	0.845	0.848
2500.913	0.110	0.110	0.000 ( +0.0% )	2.59	2.52	+3.1%	0.852	0.852

silviodonato · 2025-05-05T10:44:38Z

test parameters:

pull_requests = [15_0_X] Backport of #47934 (ScoutingNano Event Content Changes for 2022-25) #47950,RecoBTag-Combined|Make unit test fail immediately if one of the cmsRun commands fail #68
workflows = 2500.51,2500.5

silviodonato · 2025-05-05T10:46:10Z

test parameters:

pull_requests = RecoBTag-Combined|Make unit test fail immediately if one of the cmsRun commands fail #68
workflows = 2500.51,2500.5

silviodonato · 2025-05-05T10:48:04Z

test parameters:

pull_requests = [15_0_X] Backport of #47934 (ScoutingNano Event Content Changes for 2022-25) #47950
workflows = 2500.51,2500.5

silviodonato · 2025-05-05T10:50:18Z

please test

silviodonato · 2025-05-05T10:50:55Z

I started the test, but this PR is missing cms-data/RecoBTag-Combined#68.
I don't know if it is possible to run the PR test including and external PR

iarspider · 2025-05-05T10:53:54Z

please abort

silviodonato · 2025-05-05T15:36:49Z

I'm trying to include the workflows which runs the nano scouting:

2500.238 ScoutingPFMonitor2024MINIAOD14.0+scoutingNANO_withPrompt_data14.0
2500.237 ScoutingPFRun32024RAW14.0+scoutingNANO_data14.0
2500.228 TTbarMINIAOD14.0+scoutingNANO_withPrompt_mc14.0
2500.227 TTbarMINIAOD14.0+scoutingNANO_mc14.0 
2500.131 ScoutingPFRun32022RAW13.0+scoutingNANO_data13.0
145.415 HLTDR3_ScoutingPFMonitor_2024+RECONANORUN3_ScoutingPFMonitor_reHLT_2024+HARVESTRUN3_ScoutingPFMonitor_2024

cmsbuild · 2025-05-05T18:26:24Z

+1

Size: This PR adds an extra 16KB to repository
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-656aac/45847/summary.html
COMMIT: 1e9bad1
CMSSW: CMSSW_15_0_X_2025-05-05-1100/el8_amd64_gcc12
Additional Tests: NANO
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/47989/45847/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

You potentially added 21 lines to the logs
ROOTFileChecks: Some differences in event products or their sizes found
Reco comparison results: 7 differences found in the comparisons
DQMHistoTests: Total files compared: 51
DQMHistoTests: Total histograms compared: 4106036
DQMHistoTests: Total failures: 93
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 4105923
DQMHistoTests: Total skipped: 20
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 50 files compared)
Checked 229 log files, 198 edm output root files, 51 DQM output files
TriggerResults: no differences found

NANO Comparison Summary

Summary:

You potentially removed 119 lines from the logs
ROOTFileChecks: Some differences in event products or their sizes found
Reco comparison results: 0 differences found in the comparisons
DQMHistoTests: Total files compared: 23
DQMHistoTests: Total histograms compared: 90269
DQMHistoTests: Total failures: 0
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 90269
DQMHistoTests: Total skipped: 0
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 22 files compared)
Checked 113 log files, 65 edm output root files, 23 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	3.115	3.115	0.000 ( +0.0% )	6.88	7.01	-1.8%	2.590	2.580
2500.002	3.231	3.231	0.000 ( +0.0% )	6.12	6.20	-1.3%	3.058	3.051
2500.003	3.172	3.172	0.000 ( +0.0% )	6.33	6.38	-0.9%	3.053	3.049
2500.011	1.647	1.647	0.000 ( +0.0% )	11.61	11.79	-1.5%	2.698	2.693
2500.012	2.185	2.185	0.000 ( +0.0% )	6.40	6.51	-1.8%	2.905	2.887
2500.013	2.002	2.002	0.000 ( +0.0% )	9.03	9.20	-1.9%	2.806	2.743
2500.021	0.022	0.022	0.000 ( +0.0% )	1.83	1.89	-3.2%	2.953	2.605
2500.022	0.022	0.022	0.000 ( +0.0% )	1.76	1.81	-2.9%	2.942	2.595
2500.023	0.022	0.022	-0.000 ( -0.2% )	1.58	1.59	-0.8%	2.675	2.577
2500.024	0.022	0.022	0.000 ( +0.0% )	1.44	1.45	-0.7%	3.064	2.739
2500.031	0.035	0.035	0.000 ( +0.0% )	1.58	1.62	-2.3%	2.900	2.716
2500.032	0.036	0.036	0.000 ( +0.0% )	1.59	1.63	-2.8%	2.884	2.634
2500.033	0.037	0.037	-0.000 ( -0.1% )	1.54	1.57	-1.8%	2.950	2.740
2500.034	0.036	0.036	0.000 ( +0.0% )	1.54	1.56	-1.0%	2.921	2.721
2500.101	2.872	2.872	0.000 ( +0.0% )	15.47	15.85	-2.4%	2.700	2.657
2500.111	1.474	1.474	0.000 ( +0.0% )	29.88	30.76	-2.9%	2.403	2.397
2500.112	1.896	1.896	0.000 ( +0.0% )	24.71	25.08	-1.5%	2.480	2.329
2500.131	0.771	0.758	0.013 ( +1.8% )	33.71	34.32	-1.8%	1.654	1.655
2500.201	2.706	2.706	0.000 ( +0.0% )	13.80	14.15	-2.4%	2.235	2.167
2500.211	1.845	1.845	0.000 ( +0.0% )	25.86	26.51	-2.5%	2.506	2.327
2500.212	2.243	2.243	0.000 ( +0.0% )	21.29	21.90	-2.8%	2.600	2.379
2500.221	2.141	2.141	0.000 ( +0.0% )	13.51	13.61	-0.7%	2.091	1.948
2500.222	3.516	3.516	0.000 ( +0.0% )	12.55	12.89	-2.7%	2.185	2.028
2500.223	10.328	10.328	0.000 ( +0.0% )	4.51	4.61	-2.2%	2.352	2.146
2500.224	6.622	6.622	0.000 ( +0.0% )	1.26	1.28	-1.5%	2.306	2.326
2500.225	6.671	6.671	0.000 ( +0.0% )	1.18	1.19	-0.9%	2.518	2.371
2500.226	3.210	3.210	0.000 ( +0.0% )	13.04	13.41	-2.8%	2.185	1.940
2500.227	1.486	1.463	0.023 ( +1.6% )	15.99	15.90	+0.6%	1.923	1.837
2500.228	4.105	4.075	0.030 ( +0.7% )	8.48	8.50	-0.2%	2.441	2.470
2500.231	1.516	1.516	0.000 ( +0.0% )	21.38	21.90	-2.4%	2.431	2.257
2500.232	2.502	2.502	0.000 ( +0.0% )	20.74	20.66	+0.4%	2.521	2.489
2500.233	5.422	5.422	0.000 ( +0.0% )	7.06	6.95	+1.6%	2.678	2.406
2500.234	3.928	3.928	0.000 ( +0.0% )	1.62	1.63	-0.8%	2.332	2.600
2500.235	3.960	3.960	0.000 ( +0.0% )	1.53	1.52	+0.8%	2.524	2.560
2500.236	2.292	2.292	0.000 ( +0.0% )	21.86	22.19	-1.5%	2.507	2.460
2500.237	1.101	1.030	0.071 ( +6.9% )	30.13	30.11	+0.1%	1.656	1.498
2500.238	2.595	2.501	0.094 ( +3.8% )	14.71	14.76	-0.4%	2.686	2.709
2500.241	9.404	9.404	0.000 ( +0.0% )	7.14	6.95	+2.8%	1.925	1.918
2500.242	10.331	10.331	0.000 ( +0.0% )	1.56	1.70	-8.1%	1.725	1.724
2500.243	2.712	2.712	0.000 ( +0.0% )	11.36	16.23	-30.0%	1.062	1.058
2500.244	486.016	486.016	0.000 ( +0.0% )	1.15	1.15	+0.2%	1.704	1.699
2500.245	826.413	826.413	0.000 ( +0.0% )	1.53	1.54	-0.6%	1.682	1.664
2500.251	645.333	645.333	0.000 ( +0.0% )	1.66	1.69	-1.8%	1.789	1.671
2500.301	0.021	0.021	0.000 ( +0.0% )	1.68	1.70	-0.9%	2.643	3.105
2500.311	0.036	0.036	0.000 ( +0.0% )	1.68	1.70	-1.0%	2.896	2.810
2500.901	1.819	1.819	0.000 ( +0.0% )	33.09	34.94	-5.3%	1.617	1.858
2500.902	1.665	1.665	0.000 ( +0.0% )	32.70	33.67	-2.9%	1.076	1.450
2500.911	14.345	14.345	0.000 ( +0.0% )	7.33	7.68	-4.5%	1.090	1.089
2500.912	0.310	0.240	0.070 ( +29.3% )	3.76	2.61	+44.0%	0.845	0.849
2500.913	0.110	0.110	0.000 ( +0.0% )	2.59	2.59	-0.2%	0.852	0.849

hqucms · 2025-05-05T21:20:10Z

test parameters:

hqucms · 2025-05-05T21:21:28Z

test parameters:

pull_request = [15_0_X] Backport of #47934 (ScoutingNano Event Content Changes for 2022-25) #47950, [15_0_X] Update tag for RecoBTag-Combined to V01-30-00 cmsdist#9830
enable = nano
workflows = 145.415

hqucms · 2025-05-05T21:22:05Z

please test

cmsbuild · 2025-05-06T00:27:31Z

+1

Size: This PR adds an extra 16KB to repository
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-656aac/45863/summary.html
COMMIT: 1e9bad1
CMSSW: CMSSW_15_0_X_2025-05-05-1100/el8_amd64_gcc12
Additional Tests: NANO
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-sw/cmssw/47989/45863/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

You potentially added 18 lines to the logs
Reco comparison results: 360 differences found in the comparisons
DQMHistoTests: Total files compared: 51
DQMHistoTests: Total histograms compared: 4106036
DQMHistoTests: Total failures: 5822
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 4100194
DQMHistoTests: Total skipped: 20
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 50 files compared)
Checked 221 log files, 193 edm output root files, 51 DQM output files
TriggerResults: no differences found

NANO Comparison Summary

Summary:

You potentially removed 1314 lines from the logs
ROOTFileChecks: Some differences in event products or their sizes found
Reco comparison results: 0 differences found in the comparisons
DQMHistoTests: Total files compared: 23
DQMHistoTests: Total histograms compared: 90269
DQMHistoTests: Total failures: 0
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 90269
DQMHistoTests: Total skipped: 0
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 22 files compared)
Checked 113 log files, 65 edm output root files, 23 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	3.115	3.115	0.000 ( +0.0% )	6.73	7.01	-4.0%	2.593	2.580
2500.002	3.231	3.231	0.000 ( +0.0% )	5.89	6.20	-5.0%	3.049	3.051
2500.003	3.172	3.172	0.000 ( +0.0% )	6.07	6.38	-4.9%	3.040	3.049
2500.011	1.647	1.647	0.000 ( +0.0% )	10.68	11.79	-9.4%	2.620	2.693
2500.012	2.185	2.185	0.000 ( +0.0% )	6.05	6.51	-7.2%	2.730	2.887
2500.013	2.002	2.002	0.000 ( +0.0% )	8.44	9.20	-8.3%	2.678	2.743
2500.021	0.022	0.022	0.000 ( +0.0% )	1.74	1.89	-7.9%	2.569	2.605
2500.022	0.022	0.022	0.000 ( +0.0% )	1.67	1.81	-7.7%	2.569	2.595
2500.023	0.022	0.022	-0.000 ( -0.2% )	1.50	1.59	-5.7%	2.533	2.577
2500.024	0.022	0.022	0.000 ( +0.0% )	1.30	1.45	-10.2%	2.712	2.739
2500.031	0.035	0.035	0.000 ( +0.0% )	1.52	1.62	-6.1%	2.661	2.716
2500.032	0.036	0.036	0.000 ( +0.0% )	1.54	1.63	-6.0%	2.588	2.634
2500.033	0.037	0.037	-0.000 ( -0.1% )	1.44	1.57	-8.0%	2.703	2.740
2500.034	0.036	0.036	0.000 ( +0.0% )	1.49	1.56	-4.5%	2.687	2.721
2500.101	2.872	2.872	0.000 ( +0.0% )	15.34	15.85	-3.2%	2.663	2.657
2500.111	1.474	1.474	0.000 ( +0.0% )	28.72	30.76	-6.6%	2.399	2.397
2500.112	1.896	1.896	0.000 ( +0.0% )	23.54	25.08	-6.1%	2.286	2.329
2500.131	0.771	0.758	0.013 ( +1.8% )	33.43	34.32	-2.6%	1.531	1.655
2500.201	2.706	2.706	0.000 ( +0.0% )	13.50	14.15	-4.6%	2.128	2.167
2500.211	1.845	1.845	0.000 ( +0.0% )	25.04	26.51	-5.5%	2.291	2.327
2500.212	2.243	2.243	0.000 ( +0.0% )	20.98	21.90	-4.2%	2.347	2.379
2500.221	2.141	2.141	0.000 ( +0.0% )	13.28	13.61	-2.4%	1.907	1.948
2500.222	3.516	3.516	0.000 ( +0.0% )	12.46	12.89	-3.4%	1.945	2.028
2500.223	10.328	10.328	0.000 ( +0.0% )	4.48	4.61	-2.9%	2.095	2.146
2500.224	6.622	6.622	0.000 ( +0.0% )	1.23	1.28	-3.8%	2.113	2.326
2500.225	6.671	6.671	0.000 ( +0.0% )	1.12	1.19	-6.4%	2.285	2.371
2500.226	3.210	3.210	0.000 ( +0.0% )	13.03	13.41	-2.9%	1.939	1.940
2500.227	1.486	1.463	0.023 ( +1.6% )	15.54	15.90	-2.3%	1.824	1.837
2500.228	4.105	4.075	0.030 ( +0.7% )	8.27	8.50	-2.7%	2.472	2.470
2500.231	1.516	1.516	0.000 ( +0.0% )	20.70	21.90	-5.5%	2.222	2.257
2500.232	2.502	2.502	0.000 ( +0.0% )	19.87	20.66	-3.8%	2.329	2.489
2500.233	5.422	5.422	0.000 ( +0.0% )	6.60	6.95	-5.1%	2.362	2.406
2500.234	3.928	3.928	0.000 ( +0.0% )	1.56	1.63	-4.1%	2.358	2.600
2500.235	3.960	3.960	0.000 ( +0.0% )	1.45	1.52	-4.7%	2.535	2.560
2500.236	2.292	2.292	0.000 ( +0.0% )	20.82	22.19	-6.2%	2.310	2.460
2500.237	1.101	1.030	0.071 ( +6.9% )	29.25	30.11	-2.9%	1.613	1.498
2500.238	2.595	2.501	0.094 ( +3.8% )	14.18	14.76	-3.9%	2.610	2.709
2500.241	9.404	9.404	0.000 ( +0.0% )	6.47	6.95	-6.9%	1.798	1.918
2500.242	10.331	10.331	0.000 ( +0.0% )	1.65	1.70	-3.1%	1.655	1.724
2500.243	2.712	2.712	0.000 ( +0.0% )	15.69	16.23	-3.3%	1.004	1.058
2500.244	486.016	486.016	0.000 ( +0.0% )	1.12	1.15	-2.4%	1.639	1.699
2500.245	826.413	826.413	0.000 ( +0.0% )	1.51	1.54	-1.8%	1.576	1.664
2500.251	645.333	645.333	0.000 ( +0.0% )	1.65	1.69	-2.3%	1.644	1.671
2500.301	0.021	0.021	0.000 ( +0.0% )	1.63	1.70	-4.2%	2.758	3.105
2500.311	0.036	0.036	0.000 ( +0.0% )	1.65	1.70	-2.9%	2.760	2.810
2500.901	1.819	1.819	0.000 ( +0.0% )	32.08	34.94	-8.2%	1.846	1.858
2500.902	1.665	1.665	0.000 ( +0.0% )	31.78	33.67	-5.6%	1.457	1.450
2500.911	14.345	14.345	0.000 ( +0.0% )	7.83	7.68	+2.0%	1.086	1.089
2500.912	0.150	0.240	-0.090 ( -37.5% )	4.04	2.61	+54.5%	0.849	0.849
2500.913	0.110	0.110	0.000 ( +0.0% )	2.51	2.59	-3.1%	0.834	0.849

hqucms · 2025-05-06T07:04:59Z

+1

cmsbuild · 2025-05-06T07:05:23Z

This pull request is fully signed and it will be integrated in one of the next CMSSW_15_0_X IBs (tests are also fine) and once validation in the development release cycle CMSSW_15_1_X is complete. This pull request will now be reviewed by the release team before it's merged. @rappoccio, @sextonkennedy, @mandrenguyen, @antoniovilela (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: #47950, cms-sw/cmsdist#9830

mandrenguyen · 2025-05-13T15:31:06Z

+1

Add 22 and 23 Scouting Glo-ParT

1e9bad1

cmsbuild added this to the CMSSW_15_0_X milestone Apr 30, 2025

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Add '22+'23 Scouting Glo-ParT Inference Facility #47988

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Add '22+'23 Scouting Glo-ParT ONNX model for Run-3 PFScouting cms-data/RecoBTag-Combined#68

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[15_0_X] Update tag for RecoBTag-Combined to V01-30-00 cms-sw/cmsdist#9830

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Backport-CMSSW_15_0_X-fix-Repack-RawSkim-Logic #48070

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[15_0_X] Backport of #47988 (Add '22+'23 Scouting Glo-ParT Inference Facility) #47989

[15_0_X] Backport of #47988 (Add '22+'23 Scouting Glo-ParT Inference Facility) #47989

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PR description:

This PR needs to be tested and merged with both: cms-data/RecoBTag-Combined#68 and #47950

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