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 •

edited

fwyzard commented Sep 8, 2021

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smuzaffar commented Sep 9, 2021

cmsbuild commented Sep 9, 2021

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

Conversation

fwyzard commented Sep 8, 2021 • edited

fwyzard commented Sep 8, 2021

cmsbuild commented Sep 8, 2021

fwyzard commented Sep 8, 2021

cmsbuild commented Sep 8, 2021

External Build

fwyzard commented Sep 8, 2021

cmsbuild commented Sep 8, 2021

Comparison Summary

cmsbuild commented Sep 8, 2021

fwyzard commented Sep 8, 2021

fwyzard commented Sep 8, 2021

fwyzard commented Sep 8, 2021

cmsbuild commented Sep 8, 2021

Comparison Summary

cmsbuild commented Sep 9, 2021

RelVals

AddOn Tests

cmsbuild commented Sep 9, 2021

fwyzard commented Sep 9, 2021

smuzaffar commented Sep 9, 2021

cmsbuild commented Sep 9, 2021

fwyzard commented Sep 8, 2021 •

edited