Difference: AtlfastCorrectors10TevV15 (24 vs. 25)

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ATLFAST CORRECTORS VERSION 15.6.1.2 FOR 10TEV

Efficiencies and Contaminations

I have produced a revised set of efficiencies and contaminations for e, gamma and jets using athena version 15.6.1.2. Here I will present the new efficiencies and investigate the cause of efficiencies and contaminations changes. I will start by giving details on how to produce the efficiencies and contaminations.

Producing Efficiencies and Contaminations

Checking Out And Setting Up AnalysisSkeleton.py

Before we can produce the efficiencies and contaminations we must check out the effmisid package. Once you have set up CMT and CVS we can checkout effmisid package (consult logfile ATLFAST-EFF-CON.txt for a quick guide on how to do this).

When checking out effmisid remember to make a new directory to check effmisid into.

Once effmisid is checked out you will find the following files.

  • Analysis2.cxx
  • Analysis2.h
  • AnalysisSkeleton.cxx
  • AnalysisSkeleton.h
  • mytry.C
  • mytry_eta.C
  • AnalysisSkeleton_jobOptions.py

I will describe briefly the purpose of the files. Analysis2.cxx and Analysis2.h create histograms of the ntuples from the truth and reconstructed containers. mytry.C and mytry_eta.C plot the efficiencies and contaminations from the histograms. mytry.C and mytry_eta.C also produces the .dat files that are used in AtlfastC.

AnalysisSkeleton.cxx and AnalysisSkeleton.h are responsible for making the ntuple from a AOD dataset (e.g. Z->ee). You must copy these two files to src and UserAnalysis directories in the athena PhysicsAnalysis package you set up. Once These files are copied, compile CMT by using 

CMT bro gmake

. We are now ready to run athena with our new AnalysisSkeleton. First, we must copy AnalysisSkeleton_jobOptions.py to our run directory.

  • IMPORTANT- You will have to included a bug fix in the AnalysisSkeleton_jobOptions.py, as the container name for Tower jets has change in version 15 from version 14. The line of code that you have to insert is shown below. 

import JetRec.ParticleJetCompatibility

We can now run over a sample and start to produce efficiencies. I have included a logfile below that outlines the steps for producing efficiencies.

Electron Efficiencies and Contaminations using a Z->ee dataset

The efficiencies presented here are produced using version 15.6.1.2 of athena. I will compare these efficiencies with version 14.5.0 efficiencies produced by Catherine Wright and version 15 efficiencies from the e/gamma group.

Loose Electrons 

<-- img src="/pub/ATLAS/AtlfastCorrectors10TevV15/LooseElecElec.jpg" alt="LooseElecElec.jpg" width='596' height='572' / -->

Fig 1.1 Fig 1.2 Fig 1.3 Fig 1.4

Fig1.5 Fig 1.6 Fig1.7 Fig1.8

Medium Electrons

Fig2.1 Fig2.2 Fig2.3 Fig2.4 Fig2.5

Fig2.6 Fig2.7 Fig2.8

Tight Electrons

Fig3.1 Fig3.2 Fig3.3 Fig3.4 Fig3.5

Fig3.6 Fig3.7 Fig3.8

Non Isolated Electron Efficiencies and Contaminations using a ttbar dataset

Loose Electrons

Fig4.1 Fig4.2 Fig4.3 Fig4.4 Fig4.5

Fig4.6 Fig4.7 Fig4.8

Medium Electrons

Fig5.1 Fig5.2 Fig5.3 Fig5.4 Fig5.5

Fig5.6 Fig5.7 Fig5.8

Tight Electrons

Fig6.1 Fig6.2 Fig6.3 Fig6.4 Fig6.5

Fig6.6 Fig6.7 Fig6.8

Isolated Electron Efficiencies and Contaminations using a ttbar dataset

Loose Electrons

Fig4.1 Fig4.2 Fig4.3 Fig4.4 Fig4.5

Fig4.6 Fig4.7 Fig4.8

Medium Electrons

Fig5.1 Fig5.2 Fig5.3 Fig5.4 Fig5.5

Fig5.6 Fig5.7 Fig5.8

Tight Electrons

Fig6.1 Fig6.2 Fig6.3 Fig6.4 Fig6.5

Fig6.6 Fig6.7 Fig6.8

Photon Efficiencies and Contaminations using a H->gamgam dataset

Photon Efficiency

Fig7.1 Fig7.2

Photon to Electron Contamination

Fig8.1 Fig8.2 Fig8.3 Fig8.4 Fig8.5

Fig8.6

Photon to C4 Jet Contamination

Fig9.1 Fig9.2

Photon to Muid Muon Contamination

Fig10.1 Fig10.2

C4 Jet Efficiencies and Contaminations using JetJet datasets

C4 Jet Efficiency

Fig11.1 Fig11.2

C4 Jet to Electron Contamination

Fig12.1 Fig12.2 Fig12.3 Fig12.4 Fig12.5

Fig12.6

C4 Jet to Photon Contamination

Fig13.1 Fig13.2

C4 Jet to Muid Muon Contamination

Fig14.1 Fig14.2

Changes To Electron Definition From Athena V14.5.0 To V15.6.1.2

Validation: Electron Efficiency

The medium isolated electron Efficiency is applied to ttbar events generated by the AcerMC Monte Carlo generator.

All (Non Isolated) Electrons

FULL (blue), FAST (red) and CORRECTED FAST (green)

  • Fig 15.4, 15.5, 15.6 are Non Isolated leading electrons

Fig15.1 Fig15.2 Fig15.3 Fig15.4 Fig15.5

Fig15.6

Isolated Electrons

FULL (blue), FAST (red) and CORRECTED FAST (green)

  • Fig 16.4, 16.5, 16.6 are Isolated leading electrons

Fig16.1 Fig16.2 Fig16.3 Fig16.4 Fig16.5

Fig16.6

Ratio of Fast and Full Simulation

All (Non Isolated) Electrons

Fig17.1 Fig17.2

Isolated Electrons

Fig18.1 Fig18.2

Average of Electron Efficiencies in Eta and Pt

Zee Electron Efficiencies

Loose Medium Tight No Hard Cut Medium Electron
95.221 +/- 0.431 90.558 +/- 0.029 78.819 +/- 0.053 91.789 +/- 0.065

ttbar Electron Efficiencies

Loose Medium Tight No Hard Cut Medium Electron
91.522 +/- 0.184 81.923 +/- 0.250 69.075 +/- 0.298 88.569 +/- 0.585

Timing Study

A timing Study for Atlfast and AtlfastC was carried out in Version 14.5.0 and Version 15.6.1.2. The samples used in this study where ttbar and Z->ee EVGEN samples. The EVGEN datasets where then put into POOLtoAtlfasttoAOD.py job option that produces an Atlfast AOD. With the AOD we create a corrected AOD using AtlfastC_AODtoAOD.py job option, resulting in an AOD with applied efficiencies to replicate the full simulation AODs.

It must also be noted that we can use the PythiatoAtlfasttoAOD.py job option to produce an Atlfast AOD.

Running POOLtoAtlfasttoAOD.py To Produce Timings

Changed:
<
<		I will now discuss the steps that were taken to produce an Atlfast AOD and the changes to POOLtoAtlfasttoAOD.py to produce the timings (I have included a Logfile below to show the method used).
>
>		I will now discuss the steps that were taken to produce an Atlfast AOD and the changes to POOLtoAtlfasttoAOD.py to produce the timings (I have included a Logfile below to show the method used).
 
Changes to POOLtoAtlfasttoAOD.py

  • Remember only EVGEN datasets can be read into POOLtoAtlfasttoAOD.py.

  • Input dataset to Atlfast_ReadPOOLFile.py, which is located in POOLtoAtlfasttoAOD.py (need to get_file Atlfast_ReadPOOLFile.py)

  • Add ChronoStat service at the end of POOLtoAtlfasttoAOD.py (This outputs the running time of Atlfast and all the Algorithms used). 

from AthenaCommon.ConfigurableDb import getConfigurable
# --- write out summary of the memory usage                                    

#   | number of events to be skip to detect memory leak                        

#   | 20 is default. May need to be made larger for complete jobs.            

ServiceMgr.AuditorSvc += getConfigurable("ChronoAuditor")()
# --- write out a short message upon entering or leaving each algorithm        

theApp.AuditAlgorithms = True
theApp.AuditServices   = True
ServiceMgr.AthenaPoolCnvSvc.UseDetailChronoStat = True
theAuditorSvc.Auditors  += [ "NameAuditor" ]
ChronoStatSvc = Service ( "ChronoStatSvc")

Running AtlfastC_AODtoAOD.py To Produce Timings

Changed:
<
<		The steps taken to produce an AtlfastC AOD and timings are discussed here .
>
>		The steps taken to produce an AtlfastC AOD and timings are discussed here .
 
Changes to AtlfastC_AODtoAOD.py

  • Edit the input of AtlfastC_AODtoAOD.py to the output of POOLtoAtlfasttoAOD.py.

Timing Table

Results of the Timing Study

Version Sample Atlfast AtlfastC (Algs Off) AtlfastC (Algs On)
14.5.0 Zee 0.3708 [s] 0.1080 [s]  
15.6.1.2 Zee 0.3762 [s] 0.0939 [s] 0.1273 [s]
14.5.0 ttbar 0.3048 [s] 0.1782 [s]  
15.6.1.2 ttbar 0.2784 [s] 0.1758 [s] 0.1902 [s]

Note:

  • AtlfastC (Algs Off) refers to the same correctors ran for version 14 and 15
  • AtlfastC (Algs On) refers to additional correctors for jets and muons ran in version 15 only.

Number of Algorithms Ran In Atlfast

Version AtlFast Algs
V14 268
V15 286

Atlfast:execute Timings

Sample Atlfast:exe
V14 Z->ee 26 [ms]
V15 Z->ee 25.9 [ms]
V14 ttbar 40 [ms]
V15 ttbar 34.3 [ms]

Note:

  • Atlfast:exe shows us specifically how long it took Atlfast to run i.e. no timings for I/O and Atlfast Algorithms

Number of Algorithms in Atlfast-C

Version Algs In Atlfast-C
V14 175
V15 Algs Off 179
V15 Algs On 203

Number of Algorithms in Atlfast Plus Correctors

Version Numbe of Algorithms
V15 Atlfast Plus Correctors 346

Is It quicker to run Atlfast Plus Correctors

Sample Atlfast + Atlfast-C Atlfast Plus Correctors Diff (col2-Col3)
V15 Z->ee 0.5035 [s] 0.4539 [s] 0.0496 [s]
V15 ttbar 0.4686 [s] 0.4032 [s] 0.0654 [s]

As Predicted, running the correctors within Atlfast is quicker than making two separate AODs.

Overview

  • Atlfast-C is quicker at producing a AOD in version 15 than version 14.
  • Atlfast V14 and V15 take similar times to run. This is Also true when running ttbar and Zee samples.
  • Atlfast:execute is faster in the Zee sample than ttbar sample, as expected (this is due to the length of time taken for the truth jet algorithm to run in the ttbar sample compared with the Zee sample).

Timing Samples

Information on the EVGEN and AOD datasets.

AMI Z->ee

AMI ttbar

Location of EVGEN datasets

  • Z->ee

/data/atlas07/mwright/V14-Zee-EVGEN-MIKE/

  • ttbar

/data/atlas04/mwright/ATLFAST/ttSamples/

Location of Atlfast AODs

  • Z->ee

/data/atlas07/mwright/ATLFAST/Timings/Zee/AtlFast/

  • ttbar

/data/atlas04/mwright/ATLFAST/ttSamples/ttAtlfastOutput

Running AtlFast And AtlFastC Logfiles

PrintOut

Loose Electrons

Fig 1.1 Fig 1.2 Fig 1.3 Fig 1.4

Fig1.5 Fig 1.6 Fig1.7 Fig1.8

Medium Electrons

Fig2.1 Fig2.2 Fig2.3 Fig2.4 Fig2.5

Fig2.6 Fig2.7 Fig2.8

Tight Electrons

Fig3.1 Fig3.2 Fig3.3 Fig3.4 Fig3.5

Fig3.6 Fig3.7 Fig3.8

Isolated Electron Efficiencies and Contaminations using a ttbar dataset

Loose Electrons

Fig4.1 Fig4.2 Fig4.3 Fig4.4 Fig4.5

Fig4.6 Fig4.7 Fig4.8

Medium Electrons

Fig5.1 Fig5.2 Fig5.3 Fig5.4 Fig5.5

Fig5.6 Fig5.7 Fig5.8

Tight Electrons

Fig6.1 Fig6.2 Fig6.3 Fig6.4 Fig6.5

Fig6.6 Fig6.7 Fig6.8

Non Isolated Electron Efficiencies and Contaminations using a ttbar dataset

Loose Electrons

Fig4.1 Fig4.2 Fig4.3 Fig4.4 Fig4.5

Fig4.6 Fig4.7 Fig4.8

Medium Electrons

Fig5.1 Fig5.2 Fig5.3 Fig5.4 Fig5.5

Fig5.6 Fig5.7 Fig5.8

Tight Electrons

Fig6.1 Fig6.2 Fig6.3 Fig6.4 Fig6.5

Fig6.6 Fig6.7 Fig6.8

Photon Efficiencies and Contaminations using a H->gamgam dataset

Photon Efficiency

Fig7.1 Fig7.2

Photon to Electron Contamination

Fig8.1 Fig8.2 Fig8.3 Fig8.4 Fig8.5

Fig8.6

Photon to C4 Jet Contamination

Fig9.1 Fig9.2

Photon to Muid Muon Contamination

Fig10.1 Fig10.2

All (Non Isolated) Electrons

FULL (blue), FAST (red) and CORRECTED FAST (green)

  • Fig 15.4, 15.5, 15.6 are Non Isolated leading electrons

Fig15.1 Fig15.2 Fig15.3 Fig15.4 Fig15.5

Fig15.6

Isolated Electrons

FULL (blue), FAST (red) and CORRECTED FAST (green)

  • Fig 16.4, 16.5, 16.6 are Isolated leading electrons

Fig16.1 Fig16.2 Fig16.3 Fig16.4 Fig16.5

Fig16.6

-- MichaelWright - 2010-03-03

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