From 517cdbb9cdbcdb4fcd5775445589fbe3408bae17 Mon Sep 17 00:00:00 2001
From: Leonard Kugis <leonard@kug.is>
Date: Sat, 7 Jan 2023 16:36:00 +0100
Subject: Exported vectorized versions of images

---
 Presentation/presentation.tex | 55 +++++++++++++++++++++++++------------------
 1 file changed, 32 insertions(+), 23 deletions(-)

(limited to 'Presentation/presentation.tex')

diff --git a/Presentation/presentation.tex b/Presentation/presentation.tex
index 18be3aa..96bbd93 100644
--- a/Presentation/presentation.tex
+++ b/Presentation/presentation.tex
@@ -2,9 +2,15 @@
 \documentclass[fleqn,11pt,aspectratio=43]{beamer}
 
 \usepackage[english]{babel}
-\usepackage[utf8x]{inputenc}
+\usepackage[utf8]{inputenc}
 \usepackage{graphicx}
 \usepackage{svg}
+\usepackage[
+backend=biber,
+%style=alphabetic,
+%sorting=ynt
+]{biblatex}
+\addbibresource{../Presentation/references.bib}
 \usetheme[%
   %nexus,%        Nexus Fonts benutzen
   %lnum,%         Versalziffern verwenden
@@ -39,6 +45,9 @@
 
 \begin{document}
 
+\nocite{*}
+\renewcommand*{\bibfont}{\scriptsize}
+
 \begin{frame}[plain]
 \titlepage
 \end{frame}
@@ -57,7 +66,7 @@
   \begin{figure}[h]
     \centering
     \includegraphics[width=\textwidth, keepaspectratio]{resources/cnn}
-    \caption{Deep Neural Network}
+    \caption{Deep Neural Network \cite{726791}}
   \end{figure}
 \end{frame}
 
@@ -105,7 +114,7 @@
   \begin{figure}[h]
     \centering
     \includegraphics[width=0.65\textwidth, keepaspectratio]{resources/dnn_dataflows_png}
-    \caption{Common dataflow models in inference architectures}
+    \caption{Common dataflow models in inference architectures \cite{DBLP:journals/corr/SzeCESZ16}}
   \end{figure}
 \end{frame}
 
@@ -113,15 +122,15 @@
   \begin{figure}[h]
     \centering
     \includegraphics[width=0.65\textwidth, keepaspectratio]{resources/dnn_dataflows_access_png}
-    \caption{Common dataflow models in inference architectures}
+    \caption{Common dataflow models in inference architectures (based on \cite{DBLP:journals/corr/SzeCESZ16})}
   \end{figure}
 \end{frame}
 
 \begin{frame}
   \begin{figure}[h]
     \centering
-    \includegraphics[width=0.9\textwidth, keepaspectratio]{resources/memory_latency_png}
-    \caption{Memory hierarchy and energy cost of hierarchy levels}
+    \includegraphics[width=0.9\textwidth, keepaspectratio]{resources/memory_latency}
+    \caption{Memory hierarchy and energy cost of hierarchy levels \cite{DBLP:journals/corr/SzeCESZ16}}
   \end{figure}
 \end{frame}
 
@@ -158,7 +167,7 @@
   \begin{figure}[h]
     \centering
     \includegraphics[width=0.75\textwidth, keepaspectratio]{resources/basis_projection_png}
-    \caption{Basis projection and resulting weight distribution}
+    \caption{Basis projection and resulting weight distribution \cite{DBLP:journals/corr/SuleimanZS16}}
   \end{figure}
 \end{frame}
 
@@ -170,7 +179,7 @@
     \centering
     \vspace{0.5cm}
     \includegraphics[width=0.3\textwidth, keepaspectratio]{resources/pruning}
-    \caption{3-step pruning working principle}
+    \caption{3-step pruning working principle (based on \cite{NIPS2015_ae0eb3ee})}
   \end{figure}
 \end{frame}
 
@@ -207,7 +216,7 @@
   \begin{figure}[h]
     \centering
     \includegraphics[width=0.5\textwidth, keepaspectratio]{resources/clustering}
-    \caption{Weight quantization}
+    \caption{Weight quantization \cite{Han2015DeepCC}}
   \end{figure}
   \begin{itemize}
     \item Group similar weights into clusters
@@ -231,7 +240,7 @@
   \begin{figure}[h]
     \centering
     \includegraphics[width=0.8\textwidth, keepaspectratio]{resources/centroid_initialization}
-    \caption{Different centroid initialization methods}
+    \caption{Different centroid initialization methods \cite{Han2015DeepCC}}
   \end{figure}
 \end{frame}
 
@@ -247,7 +256,7 @@
   \begin{figure}[h]
     \centering
     \includegraphics[width=0.7\textwidth, keepaspectratio]{resources/hashnets}
-    \caption{HashNets encoding}
+    \caption{HashNets encoding (based on \cite{10.5555/3045118.3045361})}
   \end{figure}
 \end{frame}
 
@@ -312,7 +321,7 @@
     \centering
     \includegraphics[width=0.52\textwidth, keepaspectratio]{resources/eie_matrix}
     \includegraphics[width=0.52\textwidth, keepaspectratio]{resources/eie_layout}
-    \caption{Weight matrix segmentation and memory layout}
+    \caption{Weight matrix segmentation and memory layout \cite{10.1109/ISCA.2016.30}}
   \end{figure}
 \end{frame}
 
@@ -320,7 +329,7 @@
   \begin{figure}[h]
     \centering
     \includegraphics[width=\textwidth, keepaspectratio]{resources/eie_hw}
-    \caption{Hardware architecture}
+    \caption{Hardware architecture \cite{10.1109/ISCA.2016.30}}
   \end{figure}
 \end{frame}
 
@@ -329,7 +338,7 @@
     \begin{figure}[h]
       \centering
       \includegraphics[width=\textwidth, keepaspectratio]{resources/eie_hw_zero}
-      \caption{Non-Zero detection node}
+      \caption{Non-Zero detection node (based on \cite{10.1109/ISCA.2016.30})}
     \end{figure}
   \end{minipage}
   \hfill
@@ -346,7 +355,7 @@
     \begin{figure}[h]
       \centering
       \includegraphics[width=\textwidth, keepaspectratio]{resources/eie_hw_pointer}
-      \caption{Pointer read unit}
+      \caption{Pointer read unit (based on \cite{10.1109/ISCA.2016.30})}
     \end{figure}
   \end{minipage}
   \hfill
@@ -362,7 +371,7 @@
     \begin{figure}[h]
       \centering
       \includegraphics[width=\textwidth, keepaspectratio]{resources/eie_hw_matrix}
-      \caption{Sparse matrix read unit}
+      \caption{Sparse matrix read unit (based on \cite{10.1109/ISCA.2016.30})}
     \end{figure}
   \end{minipage}
   \hfill
@@ -380,7 +389,7 @@
     \begin{figure}[h]
       \centering
       \includegraphics[width=\textwidth, keepaspectratio]{resources/eie_hw_alu}
-      \caption{Arithmetic unit}
+      \caption{Arithmetic unit (based on \cite{10.1109/ISCA.2016.30})}
     \end{figure}
   \end{minipage}
   \hfill
@@ -398,7 +407,7 @@
     \begin{figure}[h]
       \centering
       \includegraphics[width=\textwidth, keepaspectratio]{resources/eie_hw_rw}
-      \caption{Read/Write unit}
+      \caption{Read/Write unit (based on \cite{10.1109/ISCA.2016.30})}
     \end{figure}
   \end{minipage}
   \hfill
@@ -416,7 +425,7 @@
     \begin{figure}[h]
       \centering
       \includegraphics[width=\textwidth, keepaspectratio]{resources/eie_hw_lnzd}
-      \caption{ReLU \& Leading non-zero detection unit}
+      \caption{ReLU \& Leading non-zero detection unit (based on \cite{10.1109/ISCA.2016.30})}
     \end{figure}
   \end{minipage}
   \hfill
@@ -441,7 +450,7 @@
     \includegraphics[width=\textwidth, keepaspectratio]{resources/eval_speed_png}\\
     \vspace{0.5cm}
     \includegraphics[width=\textwidth, keepaspectratio]{resources/eval_energy_png}
-    \caption{Speedup and energy efficienty comparison}
+    \caption{Speedup and energy efficienty comparison \cite{10.1109/ISCA.2016.30}}
   \end{figure}
   \begin{itemize}
     \item Throughput: 102 GOP/s compressed $\rightarrow$ 3 TOP/s uncompressed
@@ -452,7 +461,7 @@
   \begin{figure}[h]
     \centering
     \includegraphics[width=\textwidth, keepaspectratio]{resources/accelerators_table}
-    \caption{EIE compared with different DNN hardware accelerators}
+    \caption{EIE compared with different DNN hardware accelerators \cite{10.1109/ISCA.2016.30}}
   \end{figure}
 \end{frame}
 
@@ -481,8 +490,8 @@
   \end{itemize}
 \end{frame}
 
-\begin{frame}[highlight]
-  Ende
+\begin{frame}[allowframebreaks]{References}
+  \printbibliography
 \end{frame}
 
 \end{document}
\ No newline at end of file
-- 
cgit v1.2.3

