diff --git a/roofline/report/inputs/discussion.tex b/roofline/report/inputs/discussion.tex
new file mode 100644
index 0000000..916b95c
--- /dev/null
+++ b/roofline/report/inputs/discussion.tex
@@ -0,0 +1,6 @@
+According to the definition used the arithmetic intensity is measured by operations per byte. This might not be adequat for haswell processors (and later). Due to the fused multiply-add\footnote{although called multiply-add there are 36 different slightly instructions} extension two floating point operations can be performed with a single instruction.
+
+%%% Local Variables:
+%%% mode: latex
+%%% TeX-master: "../report"
+%%% End:
diff --git a/roofline/report/inputs/introduction.tex b/roofline/report/inputs/introduction.tex
new file mode 100644
index 0000000..7704f81
--- /dev/null
+++ b/roofline/report/inputs/introduction.tex
@@ -0,0 +1,6 @@
+
+
+%%% Local Variables:
+%%% mode: latex
+%%% TeX-master: "../report"
+%%% End:
diff --git a/roofline/report/inputs/kernels.tex b/roofline/report/inputs/kernels.tex
new file mode 100644
index 0000000..09e87b3
--- /dev/null
+++ b/roofline/report/inputs/kernels.tex
@@ -0,0 +1,5 @@
+
+%%% Local Variables:
+%%% mode: latex
+%%% TeX-master: "../report"
+%%% End:
diff --git a/roofline/report/inputs/roofline.tex b/roofline/report/inputs/roofline.tex
new file mode 100644
index 0000000..85c2f24
--- /dev/null
+++ b/roofline/report/inputs/roofline.tex
@@ -0,0 +1,34 @@
+\subsection{Theoretical Peak Performance}
+The CPU under test was a Intel\textregistered{} Core\texttrademark{} i5-4210U. \prettyref{tbl:spec-4210} shows the relevant specifications for this processor according to \textcite{ark4210}.
+
+\begin{table}[h!]
+ \centering
+ \begin{tabular}{ll}
+ \toprule
+ Specification & Value \\
+ \midrule
+ Instruction Set Extension & SSE4.1/4.2, AVX 2.0 \\
+ \# of Cores & 2 \\
+ Processor Base Frequency & 1.7 GHz \\
+ Max Turbo Frequency & 2.7 GHz \\
+ Microarchitecture & Haswell \\
+ \bottomrule
+ \end{tabular}
+ \caption{Intel\textregistered{} Core\texttrademark{} i5-4210U processor specifications~\cite{ark4210}}
+ \label{tbl:spec-4210}
+\end{table}
+
+The 4th generation Intel Core processors provide FMA\footnote{Fused Multiply Add} and AVX\footnote{Advanced Vector Extension} extensions~\cite[5-2 Vol.1]{intel2016}. An FMA unit is capable of ``[...] 256-bit floating-point instructions to perform computation on
+256-bit vectors''~\cite[5-28 Vol.1]{intel2016}. Therefore it can execute 2 (multiply-add) times 4 double-precision floating-point instructions each cycle. This results in 8 DP FLOPs per cycle.
+
+Unfortunately no definite source could be found but according to \textcite{shimpi2012} the Haswell architecture has 2 FMA units, equalling to $2 * 8 = 16$ DP FLOPs per core. Furthermore there are 2 cores in a Core i5 processor. Taken together this results in $16 * 2 = 32$ DP FLOPs per cycle for both cores.
+
+At max frequency the processor is therefore capable of a theoretical peak performance of $32*2.7 = 86.4$ GFLOP/s.
+
+
+\printbibliography
+
+%%% Local Variables:
+%%% mode: latex
+%%% TeX-master: "../report"
+%%% End:
diff --git a/roofline/report/report-blx.bib b/roofline/report/report-blx.bib
new file mode 100644
index 0000000..9e405b3
--- /dev/null
+++ b/roofline/report/report-blx.bib
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+@Comment{$ biblatex control file $}
+@Comment{$ biblatex version 2.3 $}
+Do not modify this file!
+
+This is an auxiliary file used by the 'biblatex' package.
+This file may safely be deleted. It will be recreated as
+required.
+
+@Control{biblatex-control,
+ options = {2.3:0:0:1:0:0:1:1:0:0:0:0:1:1:3:1:79:+},
+}
diff --git a/roofline/report/report.aux b/roofline/report/report.aux
new file mode 100644
index 0000000..556f2e9
--- /dev/null
+++ b/roofline/report/report.aux
@@ -0,0 +1,43 @@
+\relax
+\providecommand\hyper@newdestlabel[2]{}
+\providecommand\HyperFirstAtBeginDocument{\AtBeginDocument}
+\HyperFirstAtBeginDocument{\ifx\hyper@anchor\@undefined
+\global\let\oldcontentsline\contentsline
+\gdef\contentsline#1#2#3#4{\oldcontentsline{#1}{#2}{#3}}
+\global\let\oldnewlabel\newlabel
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+\gdef\newlabelxx#1#2#3#4#5#6{\oldnewlabel{#1}{{#2}{#3}}}
+\AtEndDocument{\ifx\hyper@anchor\@undefined
+\let\contentsline\oldcontentsline
+\let\newlabel\oldnewlabel
+\fi}
+\fi}
+\global\let\hyper@last\relax
+\gdef\HyperFirstAtBeginDocument#1{#1}
+\providecommand\HyField@AuxAddToFields[1]{}
+\providecommand\HyField@AuxAddToCoFields[2]{}
+\abx@aux@sortscheme{nty}
+\providecommand \oddpage@label [2]{}
+\@writefile{toc}{\boolfalse {citerequest}\boolfalse {citetracker}\boolfalse {pagetracker}\boolfalse {backtracker}\relax }
+\@writefile{lof}{\boolfalse {citerequest}\boolfalse {citetracker}\boolfalse {pagetracker}\boolfalse {backtracker}\relax }
+\@writefile{lot}{\boolfalse {citerequest}\boolfalse {citetracker}\boolfalse {pagetracker}\boolfalse {backtracker}\relax }
+\select@language{english}
+\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\select@language{english}}
+\@writefile{lof}{\defcounter {refsection}{0}\relax }\@writefile{lof}{\select@language{english}}
+\@writefile{lot}{\defcounter {refsection}{0}\relax }\@writefile{lot}{\select@language{english}}
+\abx@aux@cite{ark4210}
+\abx@aux@cite{intel2016}
+\abx@aux@cite{shimpi2012}
+\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {section}{\numberline {1}Introduction}{2}{section.1}}
+\newlabel{sec:introduction}{{1}{2}{Introduction}{section.1}{}}
+\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {section}{\numberline {2}Roofline Model}{2}{section.2}}
+\newlabel{sec:roofline}{{2}{2}{Roofline Model}{section.2}{}}
+\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsection}{\numberline {2.1}Theoretical Peak Performance}{2}{subsection.2.1}}
+\@writefile{lot}{\defcounter {refsection}{0}\relax }\@writefile{lot}{\contentsline {table}{\numberline {1}{\ignorespaces Intel\textregistered {} Core\texttrademark {} i5-4210U processor specifications~\cite {ark4210}\relax }}{2}{table.caption.2}}
+\providecommand*\caption@xref[2]{\@setref\relax\@undefined{#1}}
+\newlabel{tbl:spec-4210}{{1}{2}{Intel\textregistered {} Core\texttrademark {} i5-4210U processor specifications~\cite {ark4210}\relax }{table.caption.2}{}}
+\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {section}{\numberline {3}Kernels}{2}{section.3}}
+\newlabel{sec:kernels}{{3}{2}{Kernels}{section.3}{}}
+\newlabel{LastPage}{{}{2}{}{page.2}{}}
+\xdef\lastpage@lastpage{2}
+\xdef\lastpage@lastpageHy{2}
diff --git a/roofline/report/report.bbl b/roofline/report/report.bbl
new file mode 100644
index 0000000..3119094
--- /dev/null
+++ b/roofline/report/report.bbl
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+% $ biblatex auxiliary file $
+% $ biblatex bbl format version 2.3 $
+% Do not modify the above lines!
+%
+% This is an auxiliary file used by the 'biblatex' package.
+% This file may safely be deleted. It will be recreated by
+% biber as required.
+%
+\begingroup
+\makeatletter
+\@ifundefined{ver@biblatex.sty}
+ {\@latex@error
+ {Missing 'biblatex' package}
+ {The bibliography requires the 'biblatex' package.}
+ \aftergroup\endinput}
+ {}
+\endgroup
+
+
+\refsection{0}
+ \sortlist{entry}{nty}
+ \entry{intel2016}{online}{}
+ \name{labelname}{1}{}{%
+ {{hash=ff97a9fdede09eaf6e1c8ec9f6a61dd5}{Intel}{I\bibinitperiod}{}{}{}{}{}{}}%
+ }
+ \name{author}{1}{}{%
+ {{hash=ff97a9fdede09eaf6e1c8ec9f6a61dd5}{Intel}{I\bibinitperiod}{}{}{}{}{}{}}%
+ }
+ \list{organization}{1}{%
+ {Intel}%
+ }
+ \strng{namehash}{ff97a9fdede09eaf6e1c8ec9f6a61dd5}
+ \strng{fullhash}{ff97a9fdede09eaf6e1c8ec9f6a61dd5}
+ \field{sortinit}{I}
+ \field{labeltitle}{Intel® 64 and IA-32 Architectures Software Developer’s Manual}
+ \field{month}{04}
+ \field{subtitle}{Combined Volumes: 1, 2A, 2B, 2C, 3A, 3B, 3C and 3D}
+ \field{title}{Intel® 64 and IA-32 Architectures Software Developer’s Manual}
+ \field{year}{2016}
+ \verb{url}
+ \verb https://www-ssl.intel.com/content/dam/www/public/us/en/documents/manuals/64-ia-32-architectures-software-developer-manual-325462.pdf
+ \endverb
+ \endentry
+ \entry{ark4210}{online}{}
+ \name{labelname}{1}{}{%
+ {{hash=7e5a7615b54a4cc38565e3ac9203a5f7}{{Intel\bibnamedelimb Ark}}{I\bibinitperiod}{}{}{}{}{}{}}%
+ }
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+ }
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+ \strng{fullhash}{7e5a7615b54a4cc38565e3ac9203a5f7}
+ \field{sortinit}{I}
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+ \field{title}{Intel® Core™ i5-4210U Processor Specifications}
+ \field{urlday}{19}
+ \field{urlmonth}{06}
+ \field{urlyear}{2016}
+ \verb{url}
+ \verb http://ark.intel.com/products/81016/
+ \endverb
+ \endentry
+ \entry{shimpi2012}{online}{}
+ \name{labelname}{1}{}{%
+ {{hash=90477a83e2d5fae7fe1656c2ebd90b9d}{Shimpi}{S\bibinitperiod}{Anand\bibnamedelima Lal}{A\bibinitperiod\bibinitdelim L\bibinitperiod}{}{}{}{}}%
+ }
+ \name{author}{1}{}{%
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+ }
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+ \strng{fullhash}{90477a83e2d5fae7fe1656c2ebd90b9d}
+ \field{sortinit}{S}
+ \field{labeltitle}{Haswell's Wide Execution Engine}
+ \field{day}{05}
+ \field{month}{10}
+ \field{title}{Haswell's Wide Execution Engine}
+ \field{urlday}{19}
+ \field{urlmonth}{06}
+ \field{urlyear}{2016}
+ \field{year}{2012}
+ \verb{url}
+ \verb http://www.anandtech.com/show/6355/intels-haswell-architecture/8
+ \endverb
+ \endentry
+ \endsortlist
+\endrefsection
+\endinput
+
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new file mode 100644
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diff --git a/roofline/report/report.blg b/roofline/report/report.blg
new file mode 100644
index 0000000..44e3d0a
--- /dev/null
+++ b/roofline/report/report.blg
@@ -0,0 +1,14 @@
+[0] Config.pm:318> INFO - This is Biber 1.8
+[0] Config.pm:321> INFO - Logfile is 'report.blg'
+[58] biber:275> INFO - === Sun Jun 19, 2016, 09:41:00
+[58] Biber.pm:333> INFO - Reading 'report.bcf'
+[134] Biber.pm:630> INFO - Found 3 citekeys in bib section 0
+[147] Biber.pm:3053> INFO - Processing section 0
+[164] Biber.pm:3190> INFO - Looking for bibtex format file 'roofline.bib' for section 0
+[165] bibtex.pm:937> INFO - Decoding LaTeX character macros into UTF-8
+[166] bibtex.pm:812> INFO - Found BibTeX data source 'roofline.bib'
+[199] Biber.pm:2939> INFO - Overriding locale 'en_US.UTF-8' default tailoring 'variable = shifted' with 'variable = non-ignorable'
+[199] Biber.pm:2945> INFO - Sorting 'entry' list 'nty' keys
+[199] Biber.pm:2949> INFO - No sort tailoring available for locale 'en_US.UTF-8'
+[204] bbl.pm:482> INFO - Writing 'report.bbl' with encoding 'UTF-8'
+[205] bbl.pm:555> INFO - Output to report.bbl
diff --git a/roofline/report/report.fdb_latexmk b/roofline/report/report.fdb_latexmk
new file mode 100644
index 0000000..af963d6
--- /dev/null
+++ b/roofline/report/report.fdb_latexmk
@@ -0,0 +1,223 @@
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diff --git a/roofline/report/report.pdf b/roofline/report/report.pdf
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new file mode 100644
index 0000000..82d8e33
--- /dev/null
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+
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+]>
+
+
+ latex
+
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+
+
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+
+
+ blx-dm.def
+ blx-compat.def
+ biblatex.def
+ numeric.bbx
+ standard.bbx
+ numeric.cbx
+ biblatex.cfg
+ english.lbx
+
+
+
+ biber
+
+ biber
+ report
+
+
+ report.bcf
+
+
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+
+
+ report.bcf
+
+
+ roofline.bib
+
+
+
diff --git a/roofline/report/report.tex b/roofline/report/report.tex
new file mode 100644
index 0000000..6ee5fef
--- /dev/null
+++ b/roofline/report/report.tex
@@ -0,0 +1,123 @@
+\documentclass[a4paper, DIV=12]{scrartcl}
+\usepackage[english]{babel}
+\usepackage[utf8]{inputenc}
+\usepackage[dvipsnames]{xcolor}
+\usepackage{amsmath}
+\usepackage{amssymb}
+\usepackage{stmaryrd}
+\usepackage{graphicx}
+\usepackage{pdflscape}
+\usepackage{listingsutf8}
+\usepackage{spverbatim}
+\usepackage{placeins}
+\usepackage{lmodern}
+%\usepackage{helvet}
+\usepackage{booktabs}
+\usepackage[T1]{fontenc}
+\usepackage{microtype}
+\usepackage{framed}
+\usepackage[colorlinks=true,
+ linkcolor=blue,
+ urlcolor=blue,
+ breaklinks=true,
+ citecolor=blue]{hyperref}
+\usepackage{prettyref}
+\usepackage{lastpage}
+\usepackage{subcaption}
+\usepackage{tabularx}
+\usepackage{adjustbox}
+\usepackage{pdfpages}
+\usepackage{xspace}
+\usepackage[inline]{enumitem}
+\usepackage[abbreviate=false,maxbibnames=99,backend=biber]{biblatex}
+\usepackage{textcomp}
+\bibliography{roofline}
+
+\setkomafont{disposition}{\normalfont\bfseries}
+
+\setlist[itemize]{itemsep=0.1em}
+\setlist[enumerate]{itemsep=0.1em}
+
+
+\newrefformat{tbl}{\hyperref[#1]{Table~\ref*{#1}}}
+\newrefformat{fig}{\hyperref[#1]{Figure~\ref*{#1}}}
+\newrefformat{lst}{\hyperref[#1]{Listing~\ref*{#1}}}
+\newrefformat{equ}{\hyperref[#1]{Equation~\ref*{#1}}}
+\newrefformat{sec}{\hyperref[#1]{Section~\ref*{#1}}}
+\renewcommand{\arraystretch}{1.2}
+
+\newcommand\bigforall{\mbox{\Large $\mathsurround0pt\forall$}}
+\everymath{\displaystyle}
+
+\lstset{ %
+ backgroundcolor=\color{white}, % choose the background color; you must add \usepackage{color} or
+ basicstyle=\ttfamily, % the size of the fonts that are used for the code
+ breakatwhitespace=true, % sets if automatic breaks should only happen at whitespace
+ breaklines=true, % sets automatic line breaking
+ captionpos=b, % sets the caption-position to bottom
+ escapeinside={(*}{*)}, % if you want to add LaTeX within your code
+ extendedchars=true, % lets you use non-ASCII characters; for 8-bits encodings only, does not work with UTF-8
+ frame=single, % adds a frame around the code
+ keepspaces=true, % keeps spaces in text, useful for keeping indentation of code (possibly needs columns=flexible)
+ language=TeX, % the language of the code
+ numbers=left, % where to put the line-numbers; possible values are (none, left, right)
+ numbersep=5pt, % how far the line-numbers are from the code
+ numberstyle=\tiny\color{gray}, % the style that is used for the line-numbers
+ rulecolor=\color{black}, % if not set, the frame-color may be changed on line-breaks within not-black text (e.g. comments (green here))
+ showspaces=false, % show spaces everywhere adding particular underscores; it overrides 'showstringspaces'
+ showstringspaces=false, % underline spaces within strings only
+ showtabs=false, % show tabs within strings adding particular underscores
+ stepnumber=1, % the step between two line-numbers. If it's 1, each line will be numbered
+ tabsize=2, % sets default tabsize to 2 spaces
+ title=\lstname, % show the filename of files included with \lstinputlisting; also try caption instead of title
+ emph=[3]{int:,array,set,of,int,if,then,else,constraint,var,union,endif,function,where,in,div,predicate,let,opt,full,format,def,for,True,False,return,or},
+ emphstyle=[3]\color{ForestGreen},
+ emph=[2]{length,max,forall,startEmptyBuffer,fix,startEmptyBufferShow,exactly,cumulative,occurs,deopt,sum,,all},
+ emphstyle=[2]\color{blue},
+ commentstyle=\color{BrickRed},
+ stringstyle =\color{red},
+}
+
+\begin{document}
+
+\subject{High Performance Computing}
+\title{Roofline}
+\subtitle{Project 3}
+
+\author{Johannes Winklehner\\1226104 \and Armin Friedl\\1053597}
+\date{\today}
+
+\maketitle
+
+\begin{abstract}
+ A \emph{roofline model} for a multicore-processor is obtained by calcuating the theoretical peak performance of the processor and benchmarking the peak memory bandwith. Two artificial computational kernels with arithmetic intensities of $\frac{1}{16}$ GFLOPs/Byte and $8$ GFLOPs/Byte are devised. The performance of the two kernels is then compared to the theoretical calculations in the roofline model.
+\end{abstract}
+
+\tableofcontents
+
+\newpage
+
+\section{Introduction}
+\label{sec:introduction}
+\input{inputs/introduction.tex}
+
+\FloatBarrier
+
+\section{Roofline Model}
+\label{sec:roofline}
+\input{inputs/roofline.tex}
+
+\FloatBarrier
+
+\section{Kernels}
+\label{sec:kernels}
+\input{inputs/kernels.tex}
+
+
+\end{document}
+
+
+%%% Local Variables:
+%%% mode: latex
+%%% TeX-master: t
+%%% End:
diff --git a/roofline/report/report.toc b/roofline/report/report.toc
new file mode 100644
index 0000000..e594b88
--- /dev/null
+++ b/roofline/report/report.toc
@@ -0,0 +1,11 @@
+\boolfalse {citerequest}\boolfalse {citetracker}\boolfalse {pagetracker}\boolfalse {backtracker}\relax
+\defcounter {refsection}{0}\relax
+\select@language {english}
+\defcounter {refsection}{0}\relax
+\contentsline {section}{\numberline {1}Introduction}{2}{section.1}
+\defcounter {refsection}{0}\relax
+\contentsline {section}{\numberline {2}Roofline Model}{2}{section.2}
+\defcounter {refsection}{0}\relax
+\contentsline {subsection}{\numberline {2.1}Theoretical Peak Performance}{2}{subsection.2.1}
+\defcounter {refsection}{0}\relax
+\contentsline {section}{\numberline {3}Kernels}{2}{section.3}
diff --git a/roofline/report/roofline.bib b/roofline/report/roofline.bib
new file mode 100644
index 0000000..da75f3e
--- /dev/null
+++ b/roofline/report/roofline.bib
@@ -0,0 +1,52 @@
+% This file was created with JabRef 2.10.
+% Encoding: UTF-8
+
+
+@Electronic{intel2016,
+ Title = {Intel® 64 and IA-32 Architectures Software Developer’s Manual},
+ Author = {Intel},
+ Url = {https://www-ssl.intel.com/content/dam/www/public/us/en/documents/manuals/64-ia-32-architectures-software-developer-manual-325462.pdf},
+ Year = {2016},
+ Month = {April},
+ Organization = {Intel},
+ Subtitle = {Combined Volumes: 1, 2A, 2B, 2C, 3A, 3B, 3C and 3D},
+
+ Owner = {armin},
+ Timestamp = {2016.06.19}
+}
+
+@Online{ark4210,
+ Title = {Intel® Core™ i5-4210U Processor Specifications},
+ Author = {{Intel Ark}},
+ Url = {http://ark.intel.com/products/81016/},
+ Urldate = {2016-06-19},
+
+ Owner = {armin},
+ Timestamp = {2016.06.19}
+}
+
+@Online{shimpi2012,
+ Title = {Haswell's Wide Execution Engine},
+ Author = {Anand Lal Shimpi},
+ Date = {2012-10-05},
+ Url = {http://www.anandtech.com/show/6355/intels-haswell-architecture/8},
+ Urldate = {2016-06-19},
+
+ Owner = {armin},
+ Timestamp = {2016.06.19}
+}
+
+@Article{williams2009,
+ Title = {Roofline: an insightful visual performance model for multicore architectures},
+ Author = {Williams, Samuel and Waterman, Andrew and Patterson, David},
+ Year = {2009},
+ Number = {4},
+ Pages = {65--76},
+ Volume = {52},
+
+ Journal = {Communications of the ACM},
+ Owner = {armin},
+ Publisher = {ACM},
+ Timestamp = {2016.06.17}
+}
+
diff --git a/roofline/src/Makefile b/roofline/src/Makefile
new file mode 100644
index 0000000..6a0ad16
--- /dev/null
+++ b/roofline/src/Makefile
@@ -0,0 +1,15 @@
+all: roofline aikern.a
+
+roofline: roofline.c aikern.a
+ gcc -Wall -Wextra -O3 -std=c99 -fopenmp $^ -o $@
+
+aikern.a: aikern.c aikern.h
+ gcc -O3 -c -o aikern.o aikern.c
+ ar rcs aikern.a aikern.o
+
+clean:
+ rm -f roofline
+ rm -f *.o
+ rm -f *.a
+ rm -f *.so
+
diff --git a/roofline/src/aikern.c b/roofline/src/aikern.c
new file mode 100644
index 0000000..933ea6a
--- /dev/null
+++ b/roofline/src/aikern.c
@@ -0,0 +1,62 @@
+# include
+
+void kernel_1_16_simple(double* a, double* b, double* c, size_t size)
+{
+ // volatile to prevent compiler from optimizing this away
+ // register to advise compiler to put this in register
+ volatile double tmp = 0.1;
+
+ #pragma omp parallel for
+ for(size_t i=0; i AI = 1/16 */
+ tmp = a[i] * b[i];
+ }
+}
+
+void kernel_1_16_fuseaware(double* a, double* b, double* c, size_t size)
+{
+ #pragma omp parallel for
+ for(size_t i=0; i AI = 2/32 = 1/16 */
+ a[i] = a[i] * b[i] + c[i];
+ }
+}
+
+void kernel_8_1_simple(double* a, double* b, double* c, size_t size)
+{
+ // volatile to prevent compiler from optimizing this away
+ // register to advise compiler to put this in register
+ volatile register double tmp = 0.1;
+
+ #pragma omp parallel for
+ for(size_t i=0; i AI = 8 */
+ tmp = a[i] * a[i] * a[i] * a[i] *
+ a[i] * a[i] * a[i] * a[i];
+ }
+}
+
+void kernel_8_1_fuseaware(double* a, double* b, double* c, size_t size)
+{
+ // volatile to prevent compiler from optimizing this away
+ // register to advise compiler to put this in register
+ register volatile double tmp = 0.1;
+
+ #pragma omp parallel for
+ for(size_t i=0; i AI = 8 */
+ tmp = a[i];
+ tmp = tmp * tmp + tmp;
+ tmp = tmp * tmp + tmp;
+ tmp = tmp * tmp + tmp;
+ tmp = tmp * tmp + tmp;
+ }
+}
+
+void kernel_1_8_vo(double* a, double* b, double* c, size_t size)
+{
+ volatile double tmp=0.0;
+ for(size_t i=0; i
+# include
+# include
+# include
+# include
+# include
+# include
+# include
+# include
+# include
+# include
+
+# include "aikern.h"
+
+
+/* === Macros === */
+
+#ifdef ENDEBUG
+#define DEBUG(...) do { fprintf(stderr, __VA_ARGS__); fprintf(stderr, "\n"); } while(0)
+#else
+#define DEBUG(...)
+#endif
+
+/* === Constants === */
+
+/* === Global Variables === */
+char* prog_name;
+
+/* === Prototypes === */
+
+/**
+ * @brief print usage message
+ */
+static void usage(void);
+
+/**
+ * @brief terminate program on program error
+ * @param msg additional message to print
+ * @param ret exit value
+ */
+static void bail_out(char* fmt, ...);
+
+/**
+ * @brief converts the argument to size_t if possible.
+ * bails out on error.
+ * @param oparg the argument to convert
+ */
+static size_t get_size(char* oparg);
+
+/**
+ * @brief converts the argument to int if possible.
+ * bails out on error.
+ * @param oparg the argument to convert
+ */
+static int get_int(char* oparg);
+
+/**
+ * @brief microseconds since epoch
+ */
+static double mysecond(void);
+
+/**
+ * @brief a simple test kernel with ai of 1/16
+ */
+static void testkern(double* a, double* b, double* c, size_t size);
+
+int main(int argc, char* argv[]) {
+ prog_name = argv[0];
+
+ int opt;
+ char *size_arg = NULL;
+ char *runs_arg = NULL;
+
+ while((opt = getopt(argc, argv, "s:r:")) != -1)
+ {
+ switch(opt)
+ {
+ case 's':
+ size_arg = optarg;
+ break;
+ case 'r':
+ runs_arg = optarg;
+ break;
+ case '?':
+ usage();
+ default:
+ usage();
+ }
+ }
+
+ if(optind < argc)
+ {
+
+ for (int index = optind; index < argc; index++)
+ bail_out ("Non-option argument %s\n", argv[index]);
+
+ usage();
+ }
+
+ if(size_arg == NULL || runs_arg == NULL)
+ usage();
+
+ size_t size = get_size(size_arg);
+ int runs = get_int(runs_arg);
+
+ printf("Will run with array sizes of %zu\n", size);
+ printf("Will calculate min, max, avg for %d runs\n", runs);
+
+ /* Make this volatile so that nothing is optimized away here */
+ double* a = malloc(sizeof(double)*(size));
+ double* b = malloc(sizeof(double)*(size));
+ double* c = malloc(sizeof(double)*(size));
+
+ if(a==NULL || b==NULL || c == NULL)
+ bail_out("One of the mallocs failed\n. a = %p, b=%p, c=%p", a, b, c);
+
+ printf("Allocated 3 arrays\n");
+
+ printf("Filling arrays with dummy values\n");
+
+ #pragma omp parallel for
+ for (size_t j=0; j AI = 3/(2*3*8) = 1/16 */
+ a[j] = 2.0E0 * a[j];
+ b[j] = 2.0E0 * b[j];
+ c[j] = 2.0E0 * c[j];
+ }
+}
+
+/* === Helper Functions === */
+
+static double mysecond(void)
+{
+ struct timeval tp;
+ int i;
+
+ i = gettimeofday(&tp,NULL);
+
+ if(i != 0)
+ bail_out("Time measurement impossible. gettimeofday error");
+
+ return ( (double) tp.tv_sec + (double) tp.tv_usec * 1.e-6 );
+}
+
+static size_t get_size(char *oparg)
+{
+ long long int llsize = strtoll(oparg, NULL, 10);
+
+ if(llsize <= 0)
+ usage();
+
+ unsigned long long int u_llsize = (unsigned long long int) llsize;
+
+ if(u_llsize > SIZE_MAX)
+ bail_out("Only size between 1 to %zu allowed.", SIZE_MAX);
+
+ return (size_t) llsize;
+}
+
+static int get_int(char *oparg)
+{
+ long long int llsize = strtoll(oparg, NULL, 10);
+
+ if(llsize <= 0)
+ usage();
+
+ unsigned long long int u_llsize = (unsigned long long int) llsize;
+
+ if(u_llsize > INT_MAX)
+ bail_out("Only size between 1 to %d allowed.", INT_MAX);
+
+ return (int) llsize;
+}
+
+static void usage()
+{
+ fprintf(stderr, "USAGE: ./roofline -s -s \n");
+ bail_out(NULL);
+}
+
+static void bail_out(char* fmt, ...)
+{
+ if(fmt != NULL)
+ {
+ char msgbuf[150];
+
+ va_list vl;
+ va_start(vl, fmt);
+
+ if(vsnprintf(msgbuf, sizeof(msgbuf), fmt, vl) < 0)
+ msgbuf[0] = '\0';
+
+ va_end( vl);
+
+ if(strlen(msgbuf) > 0)
+ (void)fprintf(stderr, "%s: %s \n", prog_name, msgbuf);
+
+ }
+
+ if(errno != 0)
+ (void)fprintf(stderr, "%s: %s\n", prog_name, strerror(errno));
+
+ exit(EXIT_FAILURE);
+}