Adds Presentation for report on hit skipping and pileup

docs/.gitignore

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 *.out
 *.snm
 *.toc
+*.dvi
+*.fdb_latexmk
+*.fls

docs/presentations/2018_10_24/beamerthemebjeldbak.sty

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+% Insipired by Cameron Bracken's theme originally posted
+% here: http://cameron.bracken.bz/beamer-template
+% January 2009
+
+% Modifications done by Martin Bjeldbak Madsen
+% June 2014
+\mode<presentation>
+
+\RequirePackage{tgpagella}
+
+% \DeclareOptionBeamer{titlepage}{\PassOptionsToPackage{titlepage=#1}{beamertheme-Inner}}
+% \ProcessOptionsBeamer
+
+\useoutertheme[subsection=false,shadow]{miniframes}
+\useinnertheme{default}
+\usefonttheme{serif}
+
+\setbeamertemplate{footline} % show slide number on all slides but the first
+{%
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+  \else
+    \begin{beamercolorbox}[wd=0.95\paperwidth,right,dp=2ex]{page number}
+      \insertframenumber/\inserttotalframenumber%
+    \end{beamercolorbox}
+  \fi%
+  \begin{beamercolorbox}[colsep=1.25pt]{lower separation line foot}
+  \end{beamercolorbox}
+}
+
+% \ifnum\c@framenumber=1
+\usebackgroundtemplate{\includegraphics[width=1.3\paperwidth]{16x9_seal03.jpg}}
+% \else
+% \fi%
+
+% Display a slide before the current section with overview inf
+% \AtBeginSection[]
+% {%
+%    \begin{frame}
+%        \frametitle{Overview}
+%        \tableofcontents[currentsection,hideothersubsections]
+%    \end{frame}
+% }
+
+\setbeamerfont{title like}{shape=\scshape}
+\setbeamerfont{frametitle}{shape=\scshape}
+\setbeamerfont{section in head/foot}{shape=\scshape,size=\tiny}
+
+\setbeamertemplate{navigation symbols}{} % hide bottom nav buttons
+\setbeamercovered{transparent} % don't hide strip-teased bullet points
+
+% \definecolor{barcolor}{HTML}{77C4D3} % teal
+\definecolor{barcolor}{HTML}{DD0000} % teal
+\setbeamercolor{lower separation line head}{bg=barcolor}
+\setbeamercolor{lower separation line foot}{bg=barcolor}
+\setbeamercolor{normal text}{fg=black,bg=white}
+\setbeamercolor{alerted text}{fg=red}
+\setbeamercolor{example text}{fg=black}
+\setbeamercolor{structure}{fg=black}
+
+\setbeamercolor{palette tertiary}{fg=black,bg=black!10}
+\setbeamercolor{palette quaternary}{fg=black,bg=black!10}
+
+\mode<all>

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docs/presentations/2018_10_24/live_figures

@@ -0,0 +1 @@
+../../../plotting/seeding_studies/figures

docs/presentations/2018_10_24/main.tex

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+
+% rubber: module pdftex
+
+\documentclass[english,aspectratio=43,8pt]{beamer}
+\usepackage{graphicx}
+\usepackage{amssymb}
+\usepackage{booktabs}
+\usepackage{siunitx}
+\usepackage{subcaption}
+\usepackage{marvosym}
+\usepackage{verbatim}
+\usepackage[normalem]{ulem}  % Needed for /sout
+
+\newcommand{\pb}{\si{\pico\barn}}%
+\newcommand{\fb}{\si{\femto\barn}}%
+\newcommand{\invfb}{\si{\per\femto\barn}}
+\newcommand{\GeV}{\si{\giga\electronvolt}}
+
+\hypersetup{colorlinks=true,urlcolor=blue}
+\usetheme[]{bjeldbak}
+
+\newcommand{\backupbegin}{%
+   \newcounter{finalframe}
+   \setcounter{finalframe}{\value{framenumber}}
+}
+\newcommand{\backupend}{%
+   \setcounter{framenumber}{\value{finalframe}}
+}
+
+\newcommand\blfootnote[1]{%
+  \begingroup
+  \renewcommand\thefootnote{}\footnote{#1}%
+  \addtocounter{footnote}{-1}%
+  \endgroup
+}
+
+\begin{document}
+
+\title[$e$ Seeding Validation]{Offline Electron Seeding Validation \-- Update}
+\author[C. Fangmeier]{\textbf{Caleb Fangmeier} \\ Ilya Kravchenko,  Greg Snow}
+\institute[UNL]{University of Nebraska \-- Lincoln}
+\date{EGM Reco/Comm/HLT meeting | June 22, 2018}
+
+\titlegraphic{%
+\begin{figure}
+  \includegraphics[width=1in]{CMSlogo.png}\hspace{0.75in}\includegraphics[width=1in]{nebraska-n.png}
+\end{figure}
+}
+
+\begin{frame}[plain]
+  \titlepage%
+\end{frame}
+
+\begin{frame}{Introduction}
+  \begin{itemize}
+    \item Our goal is to study \textbf{seeding} for the \textbf{offline} GSF tracking with the \textbf{Phase I pixel detector}.
+    \item Specifically, we want to optimize the new pixel-matching scheme from HLT for use in off-line reconstruction.
+    \item This Talk:
+      \begin{itemize}
+        \item Explain ``Hit Skipping'' and demonstrate effects on seeding performance
+        \item Compare performance with pileup added
+      \end{itemize}
+  \end{itemize}
+\end{frame}
+
+
+\begin{frame}{N-Hit Electron Seeding}
+  \begin{columns}
+  \begin{column}{0.5\textwidth}
+    {\small
+    \begin{enumerate}
+      \item Using the beam spot, the SC position, and SC energy, propagate a path through the pixels.
+      \item Require the first hit to be within a $\delta\phi$ and $\delta z$ window. ($\delta\phi$ and $\delta R$ for FPIX)
+      \item $\delta z$ window for first hit is huge as SC and beam spot positions give very little information about $z$.
+      \item Forget the SC position, and propagate a new track based on the vertex and first hit positions, and the SC energy.
+      \item Progress one-by-one through the remaining hits in the seed and require each one fit within a specified window around the track.
+      \item Quit when all hits are matched, or a hit falls outside the window. \textbf{No skipping is allowed.}
+    \end{enumerate}
+    }
+  \end{column}
+  \begin{column}{0.5\textwidth}
+    \begin{figure}
+      \includegraphics[width=0.9\textwidth]{../common/diagrams/seeding_step2.png}
+    \end{figure}
+    \begin{figure}
+      \includegraphics[width=0.9\textwidth]{../common/diagrams/seeding_step3.png}
+    \end{figure}
+  \end{column}
+  \end{columns}
+\end{frame}
+
+\begin{frame}{Hit-Skipping}
+  \begin{itemize}
+    \item Normally, general tracking seeds are made with an iterative procedure
+    \item Each iteration masks hits from use in subsequent steps
+    \item Reduces combinatorics for CKF tracking
+  % \end{itemize}
+  \begin{figure}
+    \includegraphics[width=0.7\textwidth]{figures/seeding_steps.png}
+  \end{figure}
+  % \begin{itemize}
+    \item Each iteration works on a specific set of combinations of layers. eg. \texttt{initialStep} uses:
+  \end{itemize}
+  \begin{columns}[t]
+    \begin{column}{0.5\textwidth}
+      \texttt{BPix1+BPix2+BPix3+BPix4} \\
+      \texttt{BPix1+BPix2+BPix3+FPix1\_pos} \\
+      \texttt{BPix1+BPix2+BPix3+FPix1\_neg} \\
+      \texttt{BPix1+BPix2+FPix1\_pos+FPix2\_pos}
+    \end{column}
+    \begin{column}{0.5\textwidth}
+      \texttt{BPix1+BPix2+FPix1\_neg+FPix2\_neg} \\
+      \texttt{BPix1+FPix1\_pos+FPix2\_pos+FPix3\_pos} \\
+      \texttt{BPix1+FPix1\_neg+FPix2\_neg+FPix3\_neg} \\
+    \end{column}
+  \end{columns}
+\end{frame}
+
+\begin{frame}{Hit-Skipping}
+  \begin{columns}[t]
+    \begin{column}{0.6\textwidth}
+      \begin{itemize}
+        \item When \texttt{NHitElectronSeedProducer} was implemented for HLT, hit skipping was not added.
+        \item Consider an example configuration where we are generating first quadruplet, then triplet, and then finally doublet seeds, masking hits along the way.
+        \item If we require at least 3 matched hits, the old method \emph{with} hit skipping would create a seed of hits \texttt{BPIX1, BPIX2, BPIX3}.
+        \item But new method \emph{without} hit skipping wouldn't make any seed from these hits.
+        \item The ``hack'' is to create seeds using only steps \texttt{tripletElectronSeeds}, and \texttt{pixelPairElectronSeeds} with \textbf{no masking}.
+        \item Adding skipping and removing the hack would reduce cpu time from redundant seeds.
+      \end{itemize}
+    \end{column}
+  \begin{column}{0.4\textwidth}
+    \begin{figure}
+      \includegraphics[width=\textwidth]{figures/seeds_available.png}
+    \end{figure}
+  \end{column}
+  \end{columns}
+  % \begin{figure}
+  %   \includegraphics[width=\textwidth]{figures/hacked_seeding_steps.png}
+  % \end{figure}
+\end{frame}
+
+\begin{frame}{Hit-Skipping - Performance}
+  \begin{columns}[t]
+    \begin{column}{0.5\textwidth}
+      \begin{itemize}
+        \item Enabling hit skipping and removing hack reduces number of seeds by 35\% to 50\%.
+        \item 3-5x fewer seeds with respect to old seeding
+        \item Efficiency reduced by between 4\% and 6\% to align more with old seeding performance.
+        \item Purity improved by between about 1\%.
+        \item (table in backup)
+      \end{itemize}
+    \end{column}
+    \begin{column}{0.5\textwidth}
+      \begin{figure}
+        \includegraphics[width=\textwidth]{figures/tracking_roc_curve_dR.png}
+      \end{figure}
+    \end{column}
+  \end{columns}
+
+
+{\footnotesize
+\begin{table}[]
+\begin{tabular}{l|cccc}
+\hline
+Process    & Seeding Method          & $<N_{seeds}>$(no-skip) & $<N_{seeds}>$(with-skip) & Percent Reduction \\ \hline
+$t\bar{t}$ & Old - default settings  & -                      & 12.69                    & -                 \\
+           & New - HLT settings      & 4.40                   & 2.56                     & 41\%              \\
+           & New - ``wide'' settings & 7.28                   & 4.65                     & 36\%              \\ \hline
+Drell-Yan  & Old - default settings  & -                      & 11.40                    & -                 \\
+           & New - HLT settings      & 4.70                   & 2.32                     & 51\%              \\
+           & New - ``wide'' settings & 5.38                   & 2.65                     & 51\%
+\end{tabular}
+\end{table}
+}
+
+\end{frame}
+
+\begin{frame}{Adding Pileup}
+      \begin{itemize}
+        % \item All previous results are \emph{without} pileup.
+        \item The simhit-rechit linkage that was previously used in efficiency/purity measurements is not saved in \texttt{GEN-SIM-RAW}.
+        \item Therefore, the \texttt{DIGI} step was re-run, but only for the signal event.
+        \item However, running this instead of the \texttt{RAW2DIGI} step discarded the previously mixed pileup in the \texttt{RAW}.
+        \item So even though there is a \texttt{PileupInfo} collection with reasonable values, there's no actual pileup hits being used for tracking (caused quite some confusion for me).
+        \item In the end, abandon simhit-rechit linkage and just use $\Delta R$ matching for efficiency/purity.
+        \item Some technical details in backup.
+      \end{itemize}
+  \begin{columns}[t]
+    \begin{column}{0.5\textwidth}
+    \end{column}
+    \begin{column}{0.5\textwidth}
+    \end{column}
+  \end{columns}
+\end{frame}
+
+% ask for conclusion to project and find out
+% - what changes need to be made
+% - who is going to implement them
+
+\begin{frame}{Conclusions \& Outlook}
+  \begin{itemize}
+    \item TODO
+  \end{itemize}
+  \blfootnote{\tiny Analysis and ploting code is available at \url{https://git.fangmeier.tech/caleb/EGamma\_ElectronTrackingValidation}}
+  % \blfootnote{\tiny Additional plots are available at \url{https://eg.fangmeier.tech/seeding\_studies\_2018\_06\_20\_17/hists.html}}
+\end{frame}
+
+\appendix
+\backupbegin%
+
+\begin{frame}
+  \begin{center}
+    {\Huge BACKUP}
+  \end{center}
+\end{frame}
+
+
+\begin{frame}{Definitions}
+  \begin{itemize}
+    \item \textbf{Sim-Track \--} A track from a simulated electron both originating from the luminous region of CMS (beam-spot +- 5$\sigma$) and having $|\eta|<3.0$.
+    \item \textbf{ECAL-Driven Seed \--} A seed created via a matching procedure between Super-Clusters and General Tracking Seeds (Either from \texttt{ElectronSeedProducer} or \texttt{ElectronNHitSeedProducer}). Must have $HOE<0.15$.
+    \item \textbf{GSF Track \--} A track from GSF-Tracking resulting from an \textbf{ECAL-Driven Seed}
+    % \item \textbf{Seeding Efficiency \--} The fraction of \textbf{Sim-Tracks} that have a matching \textbf{ECAL-Driven Seed} (based on simhit-rechit linkage or $\Delta R$ matching)
+    \item \textbf{GSF Tracking Efficiency \--} The fraction of \textbf{Sim-Tracks} that have a matching \textbf{GSF Track} (based on $\Delta R$ matching)
+    % \item \textbf{ECAL-Driven Seed Purity \--} The fraction of \textbf{ECAL-Driven Seeds} that have a matching \textbf{Sim-Track}
+    \item \textbf{GSF Tracking Purity \--} The fraction of \textbf{GSF Tracks} that have a matching \textbf{Sim-Track}
+    \item \textbf{GSF Tracking Fake Rate \--} The fraction of nontruth-matched Super-Clusters which result in at least one \textbf{GSF Track}.
+  \end{itemize}
+\end{frame}
+
+\begin{frame}{Matching Window Parameters}
+\begin{table}[]
+\centering
+\begin{tabular}{@{}llrrrr@{}}
+\toprule
+&  & \textbf{narrow} & \textbf{default (HLT)} & \textbf{wide} & \textbf{extra-wide} \\ \midrule
+Hit 1 & dPhiMaxHighEt & \textbf{0.025} & \textbf{0.05} & \textbf{0.1} & \textbf{0.15} \\
+ & dPhiMaxHighEtThres & 20.0 & 20.0 & 20.0 & 20.0 \\
+ & dPhiMaxLowEtGrad & -0.002 & -0.002 & -0.002 & -0.002 \\
+ & dRzMaxHighEt & 9999.0 & 9999.0 & 9999.0 & 9999.0 \\
+ & dRzMaxHighEtThres & 0.0 & 0.0 & 0.0 & 0.0 \\
+ & dRzMaxLowEtGrad & 0.0 & 0.0 & 0.0 & 0.0 \\ \midrule
+Hit 2 & dPhiMaxHighEt & \textbf{0.0015} & \textbf{0.003} & \textbf{0.006} & \textbf{0.009} \\
+ & dPhiMaxHighEtThres & 0.0 & 0.0 & 0.0 & 0.0 \\
+ & dPhiMaxLowEtGrad & 0.0 & 0.0 & 0.0 & 0.0 \\
+ & dRzMaxHighEt & \textbf{0.025} & \textbf{0.05} & \textbf{0.1} & \textbf{0.15} \\
+ & dRzMaxHighEtThres & 30.0 & 30.0 & 30.0 & 30.0 \\
+ & dRzMaxLowEtGrad & -0.002 & -0.002 & -0.002 & -0.002 \\ \midrule
+Hit 3+ & dPhiMaxHighEt & \textbf{0.0015} & \textbf{0.003} & \textbf{0.006} & \textbf{0.009} \\
+ & dPhiMaxHighEtThres & 0.0 & 0.0 & 0.0 & 0.0 \\
+ & dPhiMaxLowEtGrad & 0.0 & 0.0 & 0.0 & 0.0 \\
+ & dRzMaxHighEt & \textbf{0.025} & \textbf{0.05} & \textbf{0.1} & \textbf{0.15} \\
+ & dRzMaxHighEtThres & 30.0 & 30.0 & 30.0 & 30.0 \\
+ & dRzMaxLowEtGrad & -0.002 & -0.002 & -0.002 & -0.002 \\ \bottomrule
+\end{tabular}
+\end{table}
+\centering
+\texttt{NHit} Seeding window parameters. Bold designates modified values.
+\end{frame}
+
+\begin{frame}{Samples}
+  \begin{itemize}
+    \item {\tiny /ZToEE\_NNPDF30\_13TeV-powheg\_M\_120\_200/RunIISummer17DRStdmix-NZSFlatPU28to62\_92X\_upgrade2017\_realistic\_v10-v1}
+
+    \item {\tiny /TT\_TuneCUETP8M2T4\_13TeV-powheg-pythia8/RunIISummer17DRStdmix-NZSFlatPU28to62\_92X\_upgrade2017\_realistic\_v10-v2}
+  \end{itemize}
+
+\end{frame}
+
+
+\begin{frame}[fragile]{cmsDriver invocations}
+  \begin{columns}[t]
+  \begin{column}{0.5\textwidth}
+    {\Large \texttt{RAW}$\rightarrow$Step2 (old) }
+{\footnotesize
+\begin{verbatim}
+cmsDriver.py RAW2Step2 \
+    --mc \
+    --conditions 92X_upgrade2017_realistic_v10 \
+    --era Run2_2017 \
+    --eventcontent FEVTDEBUG \
+    --datatier GEN-SIM-DIGI-RAW \
+    --step DIGI:pdigi_valid,L1,DIGI2RAW \
+    --geometry DB:Extended \
+    --filein file:input.root \
+    --fileout file:step2.root \
+    --runUnscheduled
+\end{verbatim}
+}
+    {\Large Step2$\rightarrow$TrackingNtuple (old) }
+{\footnotesize
+\begin{verbatim}
+cmsDriver.py Step2ToTrackingNtuple \
+    --mc \
+    --conditions 92X_upgrade2017_realistic_v10 \
+    --era Run2_2017 \
+    --eventcontent RECOSIM,MINIAODSIM,DQM \
+    --datatier GEN-SIM-RECO,MINIAODSIM,DQMIO \
+    --step RAW2DIGI,L1Reco,RECO,EI,PAT,VALIDATION:@standardValidation+@miniAODValidation \
+    --filein file:step2.root \
+    --fileout file:trackingNtuple.root \
+    --customise Validation/RecoTrack/customiseTrackingNtuple.customiseTrackingNtuple \
+    --runUnscheduled
+\end{verbatim}
+}
+  \end{column}
+  \begin{column}{0.5\textwidth}
+    {\large \texttt{RAW}$\rightarrow$TrackingNtuple (new) }
+    {\footnotesize
+\begin{verbatim}
+cmsDriver.py RAW2TrackingNtuple \
+    --mc \
+    --conditions 92X_upgrade2017_realistic_v7 \
+    --era Run2_2017  \
+    --eventcontent FEVTDEBUG \
+    --datatier GEN-SIM-RECO \
+    --step RAW2DIGI,RECO,EI,PAT,VALIDATION \
+    --customise Validation/RecoTrack/customiseTrackingNtuple
+.customiseTrackingNtuple \
+    --filein file:input.root \
+    --fileout file:trackingNtuple.root \
+    --runUnscheduled
+\end{verbatim}
+}
+  \end{column}
+  \end{columns}
+
+\end{frame}
+
+\backupend%
+
+\end{document}

docs/presentations/2018_10_24/main.vrb

@@ -0,0 +1,57 @@
+\frametitle{cmsDriver invocations}
+\begin{columns}[t]
+  \begin{column}{0.5\textwidth}
+    {\Large \texttt{RAW}$\rightarrow$Step2 (old) }
+{\footnotesize
+\begin{verbatim}
+cmsDriver.py RAW2Step2 \
+    --mc \
+    --conditions 92X_upgrade2017_realistic_v10 \
+    --era Run2_2017 \
+    --eventcontent FEVTDEBUG \
+    --datatier GEN-SIM-DIGI-RAW \
+    --step DIGI:pdigi_valid,L1,DIGI2RAW \
+    --geometry DB:Extended \
+    --filein file:input.root \
+    --fileout file:step2.root \
+    --runUnscheduled
+\end{verbatim}
+}
+    {\Large Step2$\rightarrow$TrackingNtuple (old) }
+{\footnotesize
+\begin{verbatim}
+cmsDriver.py Step2ToTrackingNtuple \
+    --mc \
+    --conditions 92X_upgrade2017_realistic_v10 \
+    --era Run2_2017 \
+    --eventcontent RECOSIM,MINIAODSIM,DQM \
+    --datatier GEN-SIM-RECO,MINIAODSIM,DQMIO \
+    --step RAW2DIGI,L1Reco,RECO,EI,PAT,VALIDATION:@standardValidation+@miniAODValidation \
+    --filein file:step2.root \
+    --fileout file:trackingNtuple.root \
+    --customise Validation/RecoTrack/customiseTrackingNtuple.customiseTrackingNtuple \
+    --runUnscheduled
+\end{verbatim}
+}
+  \end{column}
+  \begin{column}{0.5\textwidth}
+    {\large \texttt{RAW}$\rightarrow$TrackingNtuple (new) }
+    {\footnotesize
+\begin{verbatim}
+cmsDriver.py RAW2TrackingNtuple \
+    --mc \
+    --conditions 92X_upgrade2017_realistic_v7 \
+    --era Run2_2017  \
+    --eventcontent FEVTDEBUG \
+    --datatier GEN-SIM-RECO \
+    --step RAW2DIGI,RECO,EI,PAT,VALIDATION \
+    --customise Validation/RecoTrack/customiseTrackingNtuple
+.customiseTrackingNtuple \
+    --filein file:input.root \
+    --fileout file:trackingNtuple.root \
+    --runUnscheduled
+\end{verbatim}
+}
+  \end{column}
+  \end{columns}
+

docs/presentations/2018_10_24/meeting_notes.md

@@ -0,0 +1,4 @@
+Notes
+=====
+
+  - Rates as as function of pileup