Enable the use of cuDNN in ONNX on ARM for CentOS 8 #7278

fwyzard · 2021-09-08T08:06:36Z

Enable the use of cuDNN on ARM for CentOS 8, which is supported starting from CUDA 11.1 and cuDNN 8.

fwyzard · 2021-09-08T08:06:46Z

please test

cmsbuild · 2021-09-08T08:07:02Z

A new Pull Request was created by @fwyzard (Andrea Bocci) for branch IB/CMSSW_12_1_X/master.

@smuzaffar, @mrodozov, @iarspider can you please review it and eventually sign? Thanks.
@perrotta, @dpiparo, @qliphy you are the release manager for this.
cms-bot commands are listed here

fwyzard · 2021-09-08T08:07:19Z

please test for slc7_aarch64_gcc9

cmsbuild · 2021-09-08T08:32:12Z

-1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-a19f56/18379/summary.html
COMMIT: d6919fb
CMSSW: CMSSW_12_1_X_2021-09-07-2300/slc7_aarch64_gcc9
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmsdist/7278/18379/install.sh to create a dev area with all the needed externals and cmssw changes.

External Build

I found compilation error when building:

File "./pkgtools/cmsBuild", line 3624, in installPackage
installRpm(pkg, pkg.options.bootstrap)
File "./pkgtools/cmsBuild", line 3372, in installRpm
raise RpmInstallFailed(pkg, output)
RpmInstallFailed: Failed to install package cudnn. Reason:
error: Failed dependencies:
	libm.so.6(GLIBC_2.27)(64bit) is needed by external+cudnn+8.2.2.26-3dd206c070363aea575b46880769a41a-1-1.aarch64

* The action "install-cms+cmssw-tool-conf+52.0-da6641f345fd780b756fd23aa3688455" was not completed successfully because The following dependencies could not complete:
build-cms+cmssw-tool-conf+52.0-da6641f345fd780b756fd23aa3688455
* The action "build-external+python_tools+3.0-aada8f84c922c2ade5f7326141640a88" was not completed successfully because The following dependencies could not complete:

fwyzard · 2021-09-08T08:46:30Z

please test for cc8_aarch64_gcc9

cmsbuild · 2021-09-08T11:57:23Z

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-a19f56/18378/summary.html
COMMIT: d6919fb
CMSSW: CMSSW_12_1_X_2021-09-07-2300/slc7_amd64_gcc900
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmsdist/7278/18378/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

No significant changes to the logs found
Reco comparison results: 4 differences found in the comparisons
DQMHistoTests: Total files compared: 39
DQMHistoTests: Total histograms compared: 3001001
DQMHistoTests: Total failures: 6
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 3000973
DQMHistoTests: Total skipped: 22
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 38 files compared)
Checked 165 log files, 37 edm output root files, 39 DQM output files
TriggerResults: no differences found

cmsbuild · 2021-09-08T12:05:38Z

Pull request #7278 was updated.

fwyzard · 2021-09-08T12:06:01Z

please test for cc8_aarch64_gcc9

fwyzard · 2021-09-08T12:06:16Z

please test

fwyzard · 2021-09-08T12:07:09Z

please test for slc7_aarch64_gcc9

cmsbuild · 2021-09-08T15:30:33Z

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-a19f56/18397/summary.html
COMMIT: dca0e21
CMSSW: CMSSW_12_1_X_2021-09-08-1100/slc7_amd64_gcc900
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmsdist/7278/18397/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

No significant changes to the logs found
Reco comparison results: 0 differences found in the comparisons
DQMHistoTests: Total files compared: 39
DQMHistoTests: Total histograms compared: 3001001
DQMHistoTests: Total failures: 0
DQMHistoTests: Total nulls: 0
DQMHistoTests: Total successes: 3000979
DQMHistoTests: Total skipped: 22
DQMHistoTests: Total Missing objects: 0
DQMHistoSizes: Histogram memory added: 0.0 KiB( 38 files compared)
Checked 165 log files, 37 edm output root files, 39 DQM output files
TriggerResults: no differences found

cmsbuild · 2021-09-09T02:01:41Z

-1

Failed Tests: RelVals AddOn
Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-a19f56/18423/summary.html
COMMIT: dca0e21
CMSSW: CMSSW_12_1_X_2021-09-07-2300/slc7_aarch64_gcc9
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmsdist/7278/18423/install.sh to create a dev area with all the needed externals and cmssw changes.

RelVals

4.534.53_RunPhoton2012B+RunPhoton2012B+HLTD+RECODR1reHLT+HARVESTDR1reHLT/step2_RunPhoton2012B+RunPhoton2012B+HLTD+RECODR1reHLT+HARVESTDR1reHLT.log
5.15.1_TTbar+TTbarFS+HARVESTFS/step1_TTbar+TTbarFS+HARVESTFS.log
4.224.22_RunCosmics2011A+RunCosmics2011A+RECOCOSD+ALCACOSD+SKIMCOSD+HARVESTDC/step2_RunCosmics2011A+RunCosmics2011A+RECOCOSD+ALCACOSD+SKIMCOSD+HARVESTDC.log

Expand to see more relval errors ...

AddOn Tests

read312RV

----- Begin Fatal Exception 09-Sep-2021 03:59:07 CEST-----------------------
An exception of category 'DictionaryNotFound' occurred while
   [0] Constructing the EventProcessor
   [1] Calling OutputModuleBase::keepThisBranch, checking dictionaries for kept types
Exception Message:
No data dictionary found for the following classes:

  trigger::TriggerEvent

Most likely each dictionary was never generated, but it may
be that it was generated in the wrong package. Please add
(or move) the specification '<class name="whatever"/>' to
the appropriate classes_def.xml file along with any other
information needed there. For example, if this class has any
transient members, you need to specify them in classes_def.xml.
Also include the class header in classes.h
----- End Fatal Exception -------------------------------------------------

fastsimcmsDriver.py TTbar_8TeV_TuneCUETP8M1_cfi --conditions auto:run1_mc --fast -n 100 --eventcontent AODSIM,DQM --relval 100000,1000 -s GEN,SIM,RECOBEFMIX,DIGI:pdigi_valid,L1,DIGI2RAW,L1Reco,RECO,EI,VALIDATION --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --datatier GEN-SIM-DIGI-RECO,DQMIO --beamspot Realistic8TeVCollision : FAILED - time: date Thu Sep 9 03:58:58 2021-date Thu Sep 9 03:58:55 2021 s - exit: 256
fastsim1cmsDriver.py TTbar_13TeV_TuneCUETP8M1_cfi --conditions auto:run2_mc_l1stage1 --fast -n 100 --eventcontent AODSIM,DQM --relval 100000,1000 -s GEN,SIM,RECOBEFMIX,DIGI:pdigi_valid,L1,DIGI2RAW,L1Reco,RECO,EI,VALIDATION --customise=HLTrigger/Configuration/CustomConfigs.L1THLT --datatier GEN-SIM-DIGI-RECO,DQMIO --beamspot NominalCollision2015 --era Run2_25ns : FAILED - time: date Thu Sep 9 03:58:59 2021-date Thu Sep 9 03:58:58 2021 s - exit: 256

Expand to see more addon errors ...

cmsbuild · 2021-09-09T03:18:15Z

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-a19f56/18422/summary.html
COMMIT: dca0e21
CMSSW: CMSSW_12_1_X_2021-09-08-1100/cc8_aarch64_gcc9
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week1/cms-sw/cmsdist/7278/18422/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:

@cms-sw Drop byacc #7280

You can see more details here:
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-a19f56/18422/git-recent-commits.json
https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-a19f56/18422/git-merge-result

fwyzard · 2021-09-09T05:32:13Z

The slc7_aarch64 failures seem unrelated:

ModuleNotFoundError: No module named 'RecoHGCal.TICL.ticlSeedingRegionProducer_cfi'

smuzaffar · 2021-09-09T05:56:20Z

+externals

cmsbuild · 2021-09-09T05:56:35Z

This pull request is fully signed and it will be integrated in one of the next IB/CMSSW_12_1_X/master IBs (tests are also fine). This pull request will now be reviewed by the release team before it's merged. @perrotta, @dpiparo, @qliphy (and backports should be raised in the release meeting by the corresponding L2)

cmsbuild added externals-pending orp-pending pending-signatures tests-started labels Sep 8, 2021

cmsbuild added tests-approved and removed tests-started labels Sep 8, 2021

Enable the use of cuDNN for ONNX on ARM for CentOS 8

dca0e21

fwyzard force-pushed the IB/CMSSW_12_1_X/master_enable_cuDNN_for_ONNX_on_aarch64 branch from d6919fb to dca0e21 Compare September 8, 2021 12:05

cmsbuild added tests-pending and removed tests-approved labels Sep 8, 2021

fwyzard changed the title ~~Enable the use of cuDNN in ONNX on ARM~~ Enable the use of cuDNN in ONNX on ARM for CentOS 8 Sep 8, 2021

cmsbuild added tests-started and removed tests-pending labels Sep 8, 2021

cmsbuild added tests-approved and removed tests-started labels Sep 8, 2021

smuzaffar merged commit 49636ca into cms-sw:IB/CMSSW_12_1_X/master Sep 9, 2021

cmsbuild added externals-approved fully-signed and removed externals-pending pending-signatures labels Sep 9, 2021

fwyzard mentioned this pull request Sep 29, 2021

Backport CUDA updates from the 12.1.x branch #7340

Closed

fwyzard deleted the IB/CMSSW_12_1_X/master_enable_cuDNN_for_ONNX_on_aarch64 branch April 1, 2022 11:59

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Enable the use of cuDNN in ONNX on ARM for CentOS 8 #7278

Enable the use of cuDNN in ONNX on ARM for CentOS 8 #7278

fwyzard commented Sep 8, 2021 •

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Enable the use of cuDNN in ONNX on ARM for CentOS 8 #7278

Enable the use of cuDNN in ONNX on ARM for CentOS 8 #7278

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fwyzard commented Sep 8, 2021 • edited Loading

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External Build

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Comparison Summary

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Comparison Summary

cmsbuild commented Sep 9, 2021

RelVals

AddOn Tests

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fwyzard commented Sep 8, 2021 •

edited

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