More Configurable Pixel Tracks and HIon Template #41632

AdrianoDee · 2023-05-11T15:34:56Z

This PR proposes some modifications to the GPU (CUDA based) pixel track reconstruction in order, also, to be run smoothly for HIon events. The modifications include:

definition of a new HIonPhase1 pixel topology;
adding maxNumClustersPerModules to TrackerTraits and increasing it to 2048 for HIon operations (and exampanding the blockPrefixScan for the clusterChargeCut);
making the constants in gpuCalibPixel (such as the gains and the readout modes) configurable at run-time extending SiPixelClusterThresholds struct. This is not strictly needed but I feel would ease the things in future if these constants need to be changed;
templating also SiPixelRawToClusterCUDA in order to include the changes when using an HIon topology (note that the name change is needed since, as far as I have understood, HLT would need to have both module names defined in the same release to do the migration);
making maxNumberOfDoublets, z0Cut, ptCut and phiCuts configurable at run time (this will be needed to run offline pixel tracking/seeding on GPU);
adding workflows for pixel tracking only reconstruction for HIon conditions for both "legacy" (*.5) and "Patatrack" (*.501,*.502) together with Hydjet_Quenched_MinBias_5020GeV_cfi and Hydjet_Quenched_MinBias_5362GeV_cfi in the matrix;
adding Patatrack variants (.501 and .502) for GPU-like hiConformalPixelTracks for 160 workflow;
allows to run pixel vertexing without the splitting kernel (doSplitting flag), useless for HIon operations, given also that too much shared memory would be needed for the average number of tracks per vertices (MAXTK) in PbPb conditions;

Any comment on this by HIon people is very welcome, especially on the w.f.s introduced.

Solves #40623 #37425.

HI Physics performance plots

HIon pixel tracking performance for:

online-like setup on with w.f. 14950.502_HydjetQMinBias_5362GeV+2023HI_Patatrack_PixelOnlyGPU here;
offline hiConformalPixelTracks with w.f. 160.502_HydjetQ_MinBias_5362GeV_2023_ppReco here;

Note: these performance may be improved or changed and the sizes of the structures should be better tuned to fit the T4@P5 memory. But I'd leave this to HIon people that know better than me what they need. This PR is here to give the skeleton/template and to may way easier the validation and tuning.

Run2 2018 Data Throughput plots

The pp performance are basically untouched both in physics and throughput.

On /EphemeralHLTPhysics1/Run2018D-v1/RAW run=323775 lumi=53

10 July 2023 Update

Addressed comments (from @fwyzard). Mostly:

restoring constant names for clustering thresholds under CUDADataFormats/SiPixelCluster/interface/gpuClusteringConstants.h;
clean up, removing duplicates, extra lines, adding explanatory comments, using static_cast<T> where needed;
allowing the gpuClusterChargeCut to run for more than 2*maxThreads clusters per module;
protecting HIon and Phase 2 conflicts with ~phase2_tracker;

List of modules for @Martin-Grunewald .

Under DQM/SiPixelHeterogeneous/

-SiPixelHIonPhase1CompareRecHitsSoA
-SiPixelHIonPhase1CompareTrackSoA
-SiPixelHIonPhase1MonitorRecHitsSoA
-SiPixelHIonPhase1MonitorTrackSoA

Under RecoLocalTracker/SiPixelClusterizer/
-SiPixelDigisClustersFromSoAHIonPhase1
-SiPixelRawToClusterCUDAHIonPhase1

Under RecoLocalTracker/SiPixelRecHits/
-PixelCPEFastESProducerHIonPhase1
-SiPixelRecHitCUDAHIonPhase1
-SiPixelRecHitFromCUDAHIonPhase1
-SiPixelRecHitSoAFromCUDAHIonPhase1
-SiPixelRecHitSoAFromLegacyHIonPhase1

Under RecoTracker/PixelSeeding/
-CAHitNtupletCUDAHIonPhase1

Under RecoTracker/PixelTrackFitting/
-PixelTrackDumpCUDAHIonPhase1
-PixelTrackProducerFromSoAHIonPhase1
-PixelTrackSoAFromCUDAHIonPhase1

Under RecoTracker/PixelVertexFinding/
-PixelVertexProducerCUDAHIonPhase1

12 July 2023 Update

As sanity check, MTV plots by @CesarBernardes for HIon Conformal Pixel Tracks here before and after the comments.

Updated throughput plots on /EphemeralHLTPhysics1/Run2018D-v1/RAW run=323775 lumi=53:

Jobs	Threads (per job)	Streams	Ref	This PR	Diff
2	6	6	1155.9 ± 5.0 ev/s	1154.4 ± 6.6 ev/s	-0.13%
2	8	8	1187.9 ± 6.0 ev/s	1191.5 ± 10.2 ev/s	+0.30%
2	10	10	1217.5 ± 6.6 ev/s	1214.2 ± 8.1 ev/s	-0.24%
2	12	12	1217.3 ± 6.6 ev/s	1212.9 ± 5.3 ev/s	-0.37%

(FYI @denerslemos)

cmsbuild · 2023-05-11T15:45:04Z

-code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-41632/35517

This PR adds an extra 392KB to repository
There are other open Pull requests which might conflict with changes you have proposed:
- File CUDADataFormats/Track/src/classes_def.xml modified in PR(s): New Heterogeneous Memory Pool #37952
- File Configuration/PyReleaseValidation/python/relval_standard.py modified in PR(s): remove 2022 HLT menu from CMSSW_13_X_Y #41471, Add 2023 data relval workflows #41629
- File Configuration/PyReleaseValidation/python/relval_steps.py modified in PR(s): remove 2022 HLT menu from CMSSW_13_X_Y #41471, Add 2023 data relval workflows #41629, Add prototype HcalNanoAOD #41607, Introduce variant of pp_on_PbPb era for 2023 #41571
- File Configuration/PyReleaseValidation/python/upgradeWorkflowComponents.py modified in PR(s): Adding all geometries and the FullRecoGPU for Patatrack wfs for Phase2 #41011, remove 2022 HLT menu from CMSSW_13_X_Y #41471, Guard for No Digis for Phase2 and Patatrack NuGun #41255, Add run3 tracking low pu era #33532
- File Geometry/CommonTopologies/interface/SimplePixelTopology.h modified in PR(s): Porting Pixel Tracks to Alpaka [Not to Merge] #41117
- File RecoLocalTracker/SiPixelClusterizer/plugins/SiPixelPhase2DigiToClusterCUDA.cc modified in PR(s): Guard for No Digis for Phase2 and Patatrack NuGun #41255
- File RecoLocalTracker/SiPixelClusterizer/plugins/SiPixelRawToClusterGPUKernel.cu modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359
- File RecoLocalTracker/SiPixelClusterizer/plugins/gpuClusterChargeCut.h modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359
- File RecoLocalTracker/SiPixelClusterizer/plugins/gpuClustering.h modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359, Use cooperative groups to populate Associations (Histograms) in Pixel Patatrack #35713
- File RecoLocalTracker/SiPixelClusterizer/test/gpuClustering_t.h modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359
- File RecoLocalTracker/SiPixelRecHits/plugins/PixelRecHitGPUKernel.cu modified in PR(s): New Heterogeneous Memory Pool #37952, Use cooperative groups to populate Associations (Histograms) in Pixel Patatrack #35713
- File RecoLocalTracker/SiPixelRecHits/plugins/SiPixelRecHitFromCUDA.cc modified in PR(s): New Heterogeneous Memory Pool #37952
- File RecoLocalTracker/SiPixelRecHits/plugins/SiPixelRecHitSoAFromCUDA.cc modified in PR(s): New Heterogeneous Memory Pool #37952
- File RecoLocalTracker/SiPixelRecHits/plugins/SiPixelRecHitSoAFromLegacy.cc modified in PR(s): New Heterogeneous Memory Pool #37952, Use cooperative groups to populate Associations (Histograms) in Pixel Patatrack #35713
- File RecoLocalTracker/SiPixelRecHits/python/SiPixelRecHits_cfi.py modified in PR(s): New Heterogeneous Memory Pool #37952
- File RecoTracker/PixelTrackFitting/plugins/PixelTrackProducerFromSoA.cc modified in PR(s): Porting Pixel Tracks to Alpaka [Not to Merge] #41117

Code check has found code style and quality issues which could be resolved by applying following patch(s)

code-format:
https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-41632/35517/code-format.patch
e.g. curl -k https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-41632/35517/code-format.patch | patch -p1
You can also run scram build code-format to apply code format directly

slava77 · 2023-05-11T15:46:09Z

Configuration/PyReleaseValidation/scripts/runall-report-step123-.log

@@ -0,0 +1 @@
+ tests passed,  failed


Definitely not!

cmsbuild · 2023-05-11T16:00:03Z

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-41632/35519

This PR adds an extra 392KB to repository
There are other open Pull requests which might conflict with changes you have proposed:
- File CUDADataFormats/Track/src/classes_def.xml modified in PR(s): New Heterogeneous Memory Pool #37952
- File Configuration/PyReleaseValidation/python/relval_standard.py modified in PR(s): remove 2022 HLT menu from CMSSW_13_X_Y #41471, Add 2023 data relval workflows #41629
- File Configuration/PyReleaseValidation/python/relval_steps.py modified in PR(s): remove 2022 HLT menu from CMSSW_13_X_Y #41471, Add 2023 data relval workflows #41629, Add prototype HcalNanoAOD #41607, Introduce variant of pp_on_PbPb era for 2023 #41571
- File Configuration/PyReleaseValidation/python/upgradeWorkflowComponents.py modified in PR(s): Adding all geometries and the FullRecoGPU for Patatrack wfs for Phase2 #41011, remove 2022 HLT menu from CMSSW_13_X_Y #41471, Guard for No Digis for Phase2 and Patatrack NuGun #41255, Add run3 tracking low pu era #33532
- File Geometry/CommonTopologies/interface/SimplePixelTopology.h modified in PR(s): Porting Pixel Tracks to Alpaka [Not to Merge] #41117
- File RecoLocalTracker/SiPixelClusterizer/plugins/SiPixelPhase2DigiToClusterCUDA.cc modified in PR(s): Guard for No Digis for Phase2 and Patatrack NuGun #41255
- File RecoLocalTracker/SiPixelClusterizer/plugins/SiPixelRawToClusterGPUKernel.cu modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359
- File RecoLocalTracker/SiPixelClusterizer/plugins/gpuClusterChargeCut.h modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359
- File RecoLocalTracker/SiPixelClusterizer/plugins/gpuClustering.h modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359, Use cooperative groups to populate Associations (Histograms) in Pixel Patatrack #35713
- File RecoLocalTracker/SiPixelClusterizer/test/gpuClustering_t.h modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359
- File RecoLocalTracker/SiPixelRecHits/plugins/PixelRecHitGPUKernel.cu modified in PR(s): New Heterogeneous Memory Pool #37952, Use cooperative groups to populate Associations (Histograms) in Pixel Patatrack #35713
- File RecoLocalTracker/SiPixelRecHits/plugins/SiPixelRecHitFromCUDA.cc modified in PR(s): New Heterogeneous Memory Pool #37952
- File RecoLocalTracker/SiPixelRecHits/plugins/SiPixelRecHitSoAFromCUDA.cc modified in PR(s): New Heterogeneous Memory Pool #37952
- File RecoLocalTracker/SiPixelRecHits/plugins/SiPixelRecHitSoAFromLegacy.cc modified in PR(s): New Heterogeneous Memory Pool #37952, Use cooperative groups to populate Associations (Histograms) in Pixel Patatrack #35713
- File RecoLocalTracker/SiPixelRecHits/python/SiPixelRecHits_cfi.py modified in PR(s): New Heterogeneous Memory Pool #37952
- File RecoTracker/PixelTrackFitting/plugins/PixelTrackProducerFromSoA.cc modified in PR(s): Porting Pixel Tracks to Alpaka [Not to Merge] #41117

cmsbuild · 2023-05-11T16:00:38Z

A new Pull Request was created by @AdrianoDee (Adriano Di Florio) for master.

It involves the following packages:

CUDADataFormats/SiPixelCluster (heterogeneous, reconstruction)
CUDADataFormats/Track (heterogeneous, reconstruction)
CUDADataFormats/TrackingRecHit (heterogeneous, reconstruction)
Configuration/PyReleaseValidation (pdmv, upgrade)
DQM/SiPixelHeterogeneous (dqm)
Geometry/CommonTopologies (geometry)
RecoHI/HiTracking (reconstruction)
RecoLocalTracker/SiPixelClusterizer (reconstruction)
RecoLocalTracker/SiPixelRecHits (reconstruction)
RecoTracker/Configuration (reconstruction)
RecoTracker/PixelSeeding (reconstruction)
RecoTracker/PixelTrackFitting (reconstruction)
RecoTracker/PixelVertexFinding (reconstruction)
Validation/RecoTrack (dqm)

@civanch, @Dr15Jones, @kskovpen, @pmandrik, @bsunanda, @makortel, @bbilin, @fwyzard, @mdhildreth, @mandrenguyen, @cmsbuild, @AdrianoDee, @srimanob, @clacaputo, @syuvivida, @nothingface0, @sunilUIET, @tjavaid, @micsucmed, @emanueleusai, @rvenditti can you please review it and eventually sign? Thanks.
@VourMa, @felicepantaleo, @wmtford, @kpedro88, @Martin-Grunewald, @bsunanda, @fioriNTU, @threus, @mmusich, @slomeo, @hdelanno, @makortel, @JanFSchulte, @dgulhan, @missirol, @yenjie, @ferencek, @mandrenguyen, @yetkinyilmaz, @GiacomoSguazzoni, @rovere, @VinInn, @mroguljic, @jandrea, @idebruyn, @ebrondol, @mtosi, @fabiocos, @jazzitup, @dkotlins, @kurtejung, @gpetruc, @tvami this is something you requested to watch as well.
@perrotta, @dpiparo, @rappoccio you are the release manager for this.

cms-bot commands are listed here

AdrianoDee · 2023-05-11T16:17:00Z

test parameters:

enable_tests = gpu
workflows_gpu = 12434.502, 14950.502, 160.502
workflows = 12434.501, 14950.501, 160.501
relvals_opt = -w upgrade,gpu
relvals_opt_gpu = -w upgrade,gpu

slava77 · 2023-05-11T16:03:19Z

RecoHI/HiTracking/python/HILowPtConformalPixelTracks_cfi.py

+hiPixelTracksCUDA = _pixelTracksCUDA.clone(pixelRecHitSrc="siPixelRecHitsPreSplittingCUDA", idealConditions = False,
+        ptmin = 0.25, hardCurvCut = 0.0756, doPtCut = False,
+        onGPU = True,
+        phiCuts = cms.vint32([900 for i in range(19)]), #19 pairs


Suggested change

phiCuts = cms.vint32([900 for i in range(19)]), #19 pairs

phiCuts = cms.vint32(19*[900]), #19 pairs

should work as well

And looks better: applied.

slava77 · 2023-05-11T16:21:01Z

RecoHI/HiTracking/python/HILowPtConformalPixelTracks_cfi.py

+        ptmin = 0.25, hardCurvCut = 0.0756, doPtCut = False,
+        onGPU = True,
+        phiCuts = cms.vint32([900 for i in range(19)]), #19 pairs
+        trackQualityCuts = cms.PSet(


shouldn't this be

Suggested change

trackQualityCuts = cms.PSet(

trackQualityCuts = dict(

and then drop all cms.sometype specifications

slava77 · 2023-05-11T16:23:59Z

Validation/RecoTrack/python/PostProcessorTracker_cfi.py

@@ -16,7 +16,7 @@ def _addNoFlow(module):
        if not tmp[ind-1] in _noflowSeen:
            module.noFlowDists.append(tmp[ind-1])

-_defaultSubdirs = ["Tracking/Track/*", "Tracking/TrackTPPtLess09/*", "Tracking/TrackFromPV/*", "Tracking/TrackFromPVAllTP/*", "Tracking/TrackAllTPEffic/*", "Tracking/TrackBuilding/*","Tracking/TrackConversion/*", "Tracking/TrackGsf/*"]
+_defaultSubdirs = ["Tracking/Track/*", "Tracking/TrackTPPtLess09/*", "Tracking/HIPixelTrack/*" , "Tracking/TrackFromPV/*", "Tracking/TrackFromPVAllTP/*", "Tracking/TrackAllTPEffic/*", "Tracking/TrackBuilding/*","Tracking/TrackConversion/*", "Tracking/TrackGsf/*"]


should this addition be era-dependent? 1/8 increment of folders is not that large, but still, seeing HI it in pp is not that expected

Indeed, done

cmsbuild · 2023-05-11T16:25:11Z

+code-checks

Logs: https://cmssdt.cern.ch/SDT/code-checks/cms-sw-PR-41632/35520

This PR adds an extra 392KB to repository
There are other open Pull requests which might conflict with changes you have proposed:
- File CUDADataFormats/Track/src/classes_def.xml modified in PR(s): New Heterogeneous Memory Pool #37952
- File Configuration/PyReleaseValidation/python/relval_standard.py modified in PR(s): remove 2022 HLT menu from CMSSW_13_X_Y #41471, Add 2023 data relval workflows #41629
- File Configuration/PyReleaseValidation/python/relval_steps.py modified in PR(s): remove 2022 HLT menu from CMSSW_13_X_Y #41471, Add 2023 data relval workflows #41629, Add prototype HcalNanoAOD #41607, Introduce variant of pp_on_PbPb era for 2023 #41571
- File Configuration/PyReleaseValidation/python/upgradeWorkflowComponents.py modified in PR(s): Adding all geometries and the FullRecoGPU for Patatrack wfs for Phase2 #41011, remove 2022 HLT menu from CMSSW_13_X_Y #41471, Guard for No Digis for Phase2 and Patatrack NuGun #41255, Add run3 tracking low pu era #33532
- File Geometry/CommonTopologies/interface/SimplePixelTopology.h modified in PR(s): Porting Pixel Tracks to Alpaka [Not to Merge] #41117
- File RecoLocalTracker/SiPixelClusterizer/plugins/SiPixelPhase2DigiToClusterCUDA.cc modified in PR(s): Guard for No Digis for Phase2 and Patatrack NuGun #41255
- File RecoLocalTracker/SiPixelClusterizer/plugins/SiPixelRawToClusterGPUKernel.cu modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359
- File RecoLocalTracker/SiPixelClusterizer/plugins/gpuClusterChargeCut.h modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359
- File RecoLocalTracker/SiPixelClusterizer/plugins/gpuClustering.h modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359, Use cooperative groups to populate Associations (Histograms) in Pixel Patatrack #35713
- File RecoLocalTracker/SiPixelClusterizer/test/gpuClustering_t.h modified in PR(s): [DO NOT MERGE] remove duplicate pixels #37359
- File RecoLocalTracker/SiPixelRecHits/plugins/PixelRecHitGPUKernel.cu modified in PR(s): New Heterogeneous Memory Pool #37952, Use cooperative groups to populate Associations (Histograms) in Pixel Patatrack #35713
- File RecoLocalTracker/SiPixelRecHits/plugins/SiPixelRecHitFromCUDA.cc modified in PR(s): New Heterogeneous Memory Pool #37952
- File RecoLocalTracker/SiPixelRecHits/plugins/SiPixelRecHitSoAFromCUDA.cc modified in PR(s): New Heterogeneous Memory Pool #37952
- File RecoLocalTracker/SiPixelRecHits/plugins/SiPixelRecHitSoAFromLegacy.cc modified in PR(s): New Heterogeneous Memory Pool #37952, Use cooperative groups to populate Associations (Histograms) in Pixel Patatrack #35713
- File RecoLocalTracker/SiPixelRecHits/python/SiPixelRecHits_cfi.py modified in PR(s): New Heterogeneous Memory Pool #37952
- File RecoTracker/PixelTrackFitting/plugins/PixelTrackProducerFromSoA.cc modified in PR(s): Porting Pixel Tracks to Alpaka [Not to Merge] #41117

civanch · 2023-07-13T09:53:39Z

+1

perrotta · 2023-07-16T06:39:56Z

@cms-sw/pdmv-l2 your signature is the only thing missing before merging this PR and finally build the already two weeks late CMSSW_13_2_0_pre3. Please either sign or state clearly which is the status of your review and when you plan to conclude it.

sunilUIET · 2023-07-16T07:05:54Z

+pdmv

cmsbuild · 2023-07-16T07:06:25Z

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

perrotta · 2023-07-16T07:30:59Z

+1

Follow up PR expected to address More Configurable Pixel Tracks and HIon Template #41632 (review) (and other items listed there) and More Configurable Pixel Tracks and HIon Template #41632 (review)

Clean Up for Pixel Tracks - Follow-up to #41632

… local reco)

…1632 fix configuration of GPU Pixel unpacker in Run-3 HLT menus post-#41632

…1632_132X fix configuration of GPU Pixel unpacker in Run-3 HLT menus post-#41632 [`13_2_X`]

cmsbuild added this to the CMSSW_13_2_X milestone May 11, 2023

cmsbuild added reconstruction-pending dqm-pending geometry-pending pending-signatures tests-pending orp-pending pdmv-pending upgrade-pending code-checks-pending heterogeneous-pending tracking trk labels May 11, 2023

cmsbuild added code-checks-rejected and removed code-checks-pending labels May 11, 2023

slava77 reviewed May 11, 2023

View reviewed changes

AdrianoDee force-pushed the more_configurable_ca_hion branch from 048f9f1 to 03a9bdd Compare May 11, 2023 15:49

cmsbuild added code-checks-pending and removed code-checks-rejected labels May 11, 2023

cmsbuild added code-checks-approved and removed code-checks-pending labels May 11, 2023

AdrianoDee force-pushed the more_configurable_ca_hion branch from 03a9bdd to 5e079d8 Compare May 11, 2023 16:15

cmsbuild added code-checks-pending and removed code-checks-approved labels May 11, 2023

slava77 reviewed May 11, 2023

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cmsbuild added dqm-approved and removed dqm-pending labels Jul 12, 2023

cmsbuild added geometry-approved and removed geometry-pending labels Jul 13, 2023

cmsbuild mentioned this pull request Jul 14, 2023

Update 2023 MC GT, VtxSmearing and PU library #42265

Merged

cmsbuild added fully-signed pdmv-approved and removed pending-signatures pdmv-pending labels Jul 16, 2023

cmsbuild added orp-approved and removed orp-pending labels Jul 16, 2023

cmsbuild merged commit 9f75c01 into cms-sw:master Jul 16, 2023

AdrianoDee deleted the more_configurable_ca_hion branch July 19, 2023 09:55

AdrianoDee mentioned this pull request Jul 19, 2023

Clean Up for Pixel Tracks - Follow-up to #41632 #42304

Merged

iarspider mentioned this pull request Jul 21, 2023

[DBG_X] Compilation failure due to signed/unsigned comparision in SiPixelDigisClustersFromSoAT #42331

Closed

cmsbuild added a commit that referenced this pull request Jul 27, 2023

Merge pull request #42304 from AdrianoDee/fixes_for_41632

76ed58b

Clean Up for Pixel Tracks - Follow-up to #41632

missirol added a commit to missirol/cmssw that referenced this pull request Jul 28, 2023

customisation required for 13_0_X HLT menus after cms-sw#41632 (pixel…

8fc60fb

… local reco)

missirol added a commit to missirol/cmssw that referenced this pull request Jul 28, 2023

customisation required for 13_0_X HLT menus after cms-sw#41632 (pixel…

fce5144

… local reco)

This was referenced Jul 28, 2023

fix configuration of GPU Pixel unpacker in Run-3 HLT menus post-#41632 #42410

Merged

fix configuration of GPU Pixel unpacker in Run-3 HLT menus post-#41632 [13_2_X] #42411

Merged

cmsbuild added a commit that referenced this pull request Jul 31, 2023

Merge pull request #42410 from missirol/devel_customHLTforCMSSW_post4…

18f12fe

…1632 fix configuration of GPU Pixel unpacker in Run-3 HLT menus post-#41632

cmsbuild added a commit that referenced this pull request Aug 1, 2023

Merge pull request #42411 from missirol/devel_customHLTforCMSSW_post4…

a42837d

…1632_132X fix configuration of GPU Pixel unpacker in Run-3 HLT menus post-#41632 [`13_2_X`]

missirol mentioned this pull request Aug 7, 2023

HLT GPU crash observed during the Heavy Ion test Run #40623

Open

mmusich mentioned this pull request Aug 8, 2023

Can we move PixelTracks used for HI reco to patatrack PixelTracks, using GPU? #37425

Closed

missirol mentioned this pull request Aug 21, 2023

remove duplicate plugin SiPixelRawToClusterCUDA #42616

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	phiCuts = cms.vint32([900 for i in range(19)]), #19 pairs
	phiCuts = cms.vint32(19*[900]), #19 pairs

More Configurable Pixel Tracks and HIon Template #41632

More Configurable Pixel Tracks and HIon Template #41632

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AdrianoDee commented May 11, 2023 • edited Loading

HI Physics performance plots

Run2 2018 Data Throughput plots

10 July 2023 Update

12 July 2023 Update

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