Higgs Interaction Network Tagger Models in ONNX and PyTorch #30

jmduarte · 2020-06-02T03:47:11Z

This PR provides the Higgs Interaction Network Tagger Models in ONNX and (originally) PyTorch. This version of the model was developed using open simulation (https://arxiv.org/abs/1909.12285) and presented in several BTV meetings (e.g. https://indico.cern.ch/event/833434/contributions/3495704/) and JMAR meetings (e.g. https://indico.cern.ch/event/856106/contributions/3613884/).

cmsbuild · 2020-06-02T03:47:37Z

A new Pull Request was created by @jmduarte (Javier Duarte) for branch master.

@perrotta, @smuzaffar, @mrodozov, @cmsbuild, @slava77, @tulamor can you please review it and eventually sign? Thanks.
@emilbols, @smoortga, @riga, @JyothsnaKomaragiri, @mverzett, @ferencek, @andrzejnovak this is something you requested to watch as well.
cms-bot commands are listed here

cmsbuild · 2020-06-02T04:11:28Z

Pull request #30 was updated.

mrodozov · 2020-06-02T10:58:11Z

please test
the files are new, do you need them in to test with a cmssw piece or that comes later ?

cmsbuild · 2020-06-02T10:58:33Z

The tests are being triggered in jenkins.
https://cmssdt.cern.ch/jenkins/job/ib-run-pr-tests/6728/console Started: 2020/06/02 12:59

cmsbuild · 2020-06-02T12:31:17Z

+1
Tested at: a3dfe65
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-35c57c/6728/summary.html
CMSSW: CMSSW_11_2_X_2020-06-01-2300
SCRAM_ARCH: slc7_amd64_gcc820

cmsbuild · 2020-06-02T12:31:19Z

Comparison job queued.

cmsbuild · 2020-06-02T14:15:06Z

Comparison is ready
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-35c57c/6728/summary.html

Comparison Summary:

No significant changes to the logs found
Reco comparison results: 2 differences found in the comparisons
DQMHistoTests: Total files compared: 36
DQMHistoTests: Total histograms compared: 2783666
DQMHistoTests: Total failures: 4
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 2783612
DQMHistoTests: Total skipped: 50
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 35 files compared)
Checked 152 log files, 16 edm output root files, 36 DQM output files

jmduarte · 2020-06-02T16:02:49Z

Yes, they are needed for cms-sw/cmssw#30072

mrodozov · 2020-06-02T16:27:44Z

test parameters:

pull_requests = ONNX-based Higgs to bb Interaction Network Tagger cms-sw/cmssw#30072

mrodozov · 2020-06-02T16:27:52Z

please test

cmsbuild · 2020-06-02T16:28:03Z

The tests are being triggered in jenkins.
Tested with other pull request(s) cms-sw/cmssw#30072
https://cmssdt.cern.ch/jenkins/job/ib-run-pr-tests/6745/console Started: 2020/06/02 18:29

cmsbuild · 2020-07-08T07:28:41Z

Comparison is ready
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-06c902/7773/summary.html

Comparison Summary:

No significant changes to the logs found
Reco comparison results: 41212 differences found in the comparisons
DQMHistoTests: Total files compared: 34
DQMHistoTests: Total histograms compared: 3214558
DQMHistoTests: Total failures: 417099
DQMHistoTests: Total nulls: 3
DQMHistoTests: Total successes: 2797122
DQMHistoTests: Total skipped: 334
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 24.974 KiB( 33 files compared)
DQMHistoSizes: changed ( 10224.0 ): -0.786 KiB SiStrip/MechanicalView
DQMHistoSizes: changed ( 10824.0,... ): 12.992 KiB HLT/HLTEgammaValidation
DQMHistoSizes: changed ( 250202.181 ): -0.225 KiB SiStrip/MechanicalView
Checked 140 log files, 14 edm output root files, 34 DQM output files

cmsbuild · 2020-07-08T12:51:23Z

The tests are being triggered in jenkins.
Tested with other pull request(s) cms-sw/cmssw#30584

CMSSW_10_6_X_2020-07-08-1100/slc7_amd64_gcc700: https://cmssdt.cern.ch/jenkins/job/ib-run-pr-tests/7776/console Started: 2020/07/08 15:01

cmsbuild · 2020-07-08T14:49:32Z

+1
Tested at: a3dfe65
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-06c902/7776/summary.html
CMSSW: CMSSW_10_6_X_2020-07-08-1100
SCRAM_ARCH: slc7_amd64_gcc700

cmsbuild · 2020-07-08T14:49:37Z

Comparison job queued.

cmsbuild · 2020-07-08T17:41:48Z

Comparison is ready
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-06c902/7776/summary.html

Comparison Summary:

No significant changes to the logs found
Reco comparison results: 4 differences found in the comparisons
DQMHistoTests: Total files compared: 34
DQMHistoTests: Total histograms compared: 3214618
DQMHistoTests: Total failures: 2
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 3214282
DQMHistoTests: Total skipped: 334
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 33 files compared)
Checked 140 log files, 14 edm output root files, 34 DQM output files

cmsbuild · 2020-07-16T12:10:35Z

The tests are being triggered in jenkins.
Tested with other pull request(s) cms-sw/cmssw#30584

CMSSW_10_6_X_2020-07-15-2300/slc7_amd64_gcc700: https://cmssdt.cern.ch/jenkins/job/ib-run-pr-tests/8002/console Started: 2020/07/16 15:08

cmsbuild · 2020-07-16T14:54:23Z

+1
Tested at: a3dfe65
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-06c902/8002/summary.html
CMSSW: CMSSW_10_6_X_2020-07-15-2300
SCRAM_ARCH: slc7_amd64_gcc700

cmsbuild · 2020-07-16T14:54:27Z

Comparison job queued.

cmsbuild · 2020-07-16T16:39:44Z

Comparison is ready
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-06c902/8002/summary.html

Comparison Summary:

No significant changes to the logs found
Reco comparison results: 0 differences found in the comparisons
DQMHistoTests: Total files compared: 34
DQMHistoTests: Total histograms compared: 3214618
DQMHistoTests: Total failures: 1
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 3214283
DQMHistoTests: Total skipped: 334
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 33 files compared)
Checked 140 log files, 14 edm output root files, 34 DQM output files

cmsbuild added comparison-pending externals-pending orp-pending pending-signatures reconstruction-pending tests-pending labels Jun 2, 2020

jmduarte mentioned this pull request Jun 2, 2020

ONNX-based Higgs to bb Interaction Network Tagger cms-sw/cmssw#30072

Merged

add Higgs IN tagger

a3dfe65

jmduarte force-pushed the higgs-in-tagger branch from fc3d50a to a3dfe65 Compare June 2, 2020 04:11

cmsbuild added tests-started and removed tests-pending labels Jun 2, 2020

cmsbuild added tests-approved and removed tests-started labels Jun 2, 2020

cmsbuild added comparison-available and removed comparison-pending labels Jun 2, 2020

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silviodonato mentioned this pull request Jul 8, 2020

DDXV2 #31

Merged

cmsbuild added tests-started and removed tests-approved labels Jul 8, 2020

cmsbuild added comparison-pending tests-approved and removed comparison-available tests-started labels Jul 8, 2020

cmsbuild added comparison-available and removed comparison-pending labels Jul 8, 2020

cmsbuild added tests-started and removed tests-approved labels Jul 16, 2020

cmsbuild added comparison-pending tests-approved and removed comparison-available tests-started labels Jul 16, 2020

cmsbuild added comparison-available and removed comparison-pending labels Jul 16, 2020

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Higgs Interaction Network Tagger Models in ONNX and PyTorch #30

Higgs Interaction Network Tagger Models in ONNX and PyTorch #30

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Higgs Interaction Network Tagger Models in ONNX and PyTorch #30

Higgs Interaction Network Tagger Models in ONNX and PyTorch #30

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