report (roofline) begonnen, kernels implementiert, komische ergebnisse - irgendwo wird noch immer was wegoptimiert glaub ich
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roofline/report/inputs/discussion.tex
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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.
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roofline/report/inputs/introduction.tex
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roofline/report/inputs/kernels.tex
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roofline/report/inputs/roofline.tex
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\subsection{Theoretical Peak Performance}
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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}.
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\begin{table}[h!]
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\centering
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\begin{tabular}{ll}
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\toprule
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Specification & Value \\
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\midrule
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Instruction Set Extension & SSE4.1/4.2, AVX 2.0 \\
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\# of Cores & 2 \\
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Processor Base Frequency & 1.7 GHz \\
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Max Turbo Frequency & 2.7 GHz \\
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Microarchitecture & Haswell \\
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\bottomrule
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\end{tabular}
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\caption{Intel\textregistered{} Core\texttrademark{} i5-4210U processor specifications~\cite{ark4210}}
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\label{tbl:spec-4210}
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\end{table}
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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
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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.
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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.
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At max frequency the processor is therefore capable of a theoretical peak performance of $32*2.7 = 86.4$ GFLOP/s.
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\printbibliography
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roofline/report/report-blx.bib
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roofline/report/report.aux
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roofline/report/report.bbl
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roofline/report/report.bbl
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{{hash=90477a83e2d5fae7fe1656c2ebd90b9d}{Shimpi}{S\bibinitperiod}{Anand\bibnamedelima Lal}{A\bibinitperiod\bibinitdelim L\bibinitperiod}{}{}{}{}}%
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\field{labeltitle}{Haswell's Wide Execution Engine}
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\field{title}{Haswell's Wide Execution Engine}
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\endsortlist
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\endrefsection
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85
roofline/report/report.run.xml
Normal file
85
roofline/report/report.run.xml
Normal file
|
|
@ -0,0 +1,85 @@
|
|||
<?xml version="1.0" standalone="yes"?>
|
||||
<!-- logreq request file -->
|
||||
<!-- logreq version 1.0 / dtd version 1.0 -->
|
||||
<!-- Do not edit this file! -->
|
||||
<!DOCTYPE requests [
|
||||
<!ELEMENT requests (internal | external)*>
|
||||
<!ELEMENT internal (generic, (provides | requires)*)>
|
||||
<!ELEMENT external (generic, cmdline?, input?, output?, (provides | requires)*)>
|
||||
<!ELEMENT cmdline (binary, (option | infile | outfile)*)>
|
||||
<!ELEMENT input (file)+>
|
||||
<!ELEMENT output (file)+>
|
||||
<!ELEMENT provides (file)+>
|
||||
<!ELEMENT requires (file)+>
|
||||
<!ELEMENT generic (#PCDATA)>
|
||||
<!ELEMENT binary (#PCDATA)>
|
||||
<!ELEMENT option (#PCDATA)>
|
||||
<!ELEMENT infile (#PCDATA)>
|
||||
<!ELEMENT outfile (#PCDATA)>
|
||||
<!ELEMENT file (#PCDATA)>
|
||||
<!ATTLIST requests
|
||||
version CDATA #REQUIRED
|
||||
>
|
||||
<!ATTLIST internal
|
||||
package CDATA #REQUIRED
|
||||
priority (9) #REQUIRED
|
||||
active (0 | 1) #REQUIRED
|
||||
>
|
||||
<!ATTLIST external
|
||||
package CDATA #REQUIRED
|
||||
priority (1 | 2 | 3 | 4 | 5 | 6 | 7 | 8) #REQUIRED
|
||||
active (0 | 1) #REQUIRED
|
||||
>
|
||||
<!ATTLIST provides
|
||||
type (static | dynamic | editable) #REQUIRED
|
||||
>
|
||||
<!ATTLIST requires
|
||||
type (static | dynamic | editable) #REQUIRED
|
||||
>
|
||||
<!ATTLIST file
|
||||
type CDATA #IMPLIED
|
||||
>
|
||||
]>
|
||||
<requests version="1.0">
|
||||
<internal package="biblatex" priority="9" active="0">
|
||||
<generic>latex</generic>
|
||||
<provides type="dynamic">
|
||||
<file>report.bcf</file>
|
||||
</provides>
|
||||
<requires type="dynamic">
|
||||
<file>report.bbl</file>
|
||||
</requires>
|
||||
<requires type="static">
|
||||
<file>blx-dm.def</file>
|
||||
<file>blx-compat.def</file>
|
||||
<file>biblatex.def</file>
|
||||
<file>numeric.bbx</file>
|
||||
<file>standard.bbx</file>
|
||||
<file>numeric.cbx</file>
|
||||
<file>biblatex.cfg</file>
|
||||
<file>english.lbx</file>
|
||||
</requires>
|
||||
</internal>
|
||||
<external package="biblatex" priority="5" active="0">
|
||||
<generic>biber</generic>
|
||||
<cmdline>
|
||||
<binary>biber</binary>
|
||||
<infile>report</infile>
|
||||
</cmdline>
|
||||
<input>
|
||||
<file>report.bcf</file>
|
||||
</input>
|
||||
<output>
|
||||
<file>report.bbl</file>
|
||||
</output>
|
||||
<provides type="dynamic">
|
||||
<file>report.bbl</file>
|
||||
</provides>
|
||||
<requires type="dynamic">
|
||||
<file>report.bcf</file>
|
||||
</requires>
|
||||
<requires type="editable">
|
||||
<file>roofline.bib</file>
|
||||
</requires>
|
||||
</external>
|
||||
</requests>
|
||||
123
roofline/report/report.tex
Normal file
123
roofline/report/report.tex
Normal file
|
|
@ -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:
|
||||
11
roofline/report/report.toc
Normal file
11
roofline/report/report.toc
Normal file
|
|
@ -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}
|
||||
52
roofline/report/roofline.bib
Normal file
52
roofline/report/roofline.bib
Normal file
|
|
@ -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}
|
||||
}
|
||||
|
||||
15
roofline/src/Makefile
Normal file
15
roofline/src/Makefile
Normal file
|
|
@ -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
|
||||
|
||||
62
roofline/src/aikern.c
Normal file
62
roofline/src/aikern.c
Normal file
|
|
@ -0,0 +1,62 @@
|
|||
# include <stdlib.h>
|
||||
|
||||
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<size; i++){
|
||||
/* COMM: 2 reads = 16 bytes, COMP: 1 FLOP -> 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<size; i++){
|
||||
/* COMM: 3 reads, 1 write = 32 bytes, COMP: 2 FLOP -> 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<size; i++){
|
||||
/* COMM: 1 read, COMP: 8 FLOP -> 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<size; i++){
|
||||
/* COMM: 1 read, COMP: 8 FLOP -> 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<size; i++) {
|
||||
tmp = a[i] * a[i];
|
||||
}
|
||||
}
|
||||
5
roofline/src/aikern.h
Normal file
5
roofline/src/aikern.h
Normal file
|
|
@ -0,0 +1,5 @@
|
|||
void kernel_1_16_simple(double* a, double* b, double* c, size_t size);
|
||||
void kernel_1_16_fuseaware(double* a, double* b, double* c, size_t size);
|
||||
void kernel_8_1_simple(double* a, double* b, double* c, size_t size);
|
||||
void kernel_8_1_fuseaware(double* a, double* b, double* c, size_t size);
|
||||
void kernel_1_8_vo(double* a, double* b, double* c, size_t size);
|
||||
BIN
roofline/src/roofline
Executable file
BIN
roofline/src/roofline
Executable file
Binary file not shown.
259
roofline/src/roofline.c
Normal file
259
roofline/src/roofline.c
Normal file
|
|
@ -0,0 +1,259 @@
|
|||
# include <stdlib.h>
|
||||
# include <stdio.h>
|
||||
# include <unistd.h>
|
||||
# include <ctype.h>
|
||||
# include <sys/time.h>
|
||||
# include <errno.h>
|
||||
# include <string.h>
|
||||
# include <stdint.h>
|
||||
# include <getopt.h>
|
||||
# include <stdarg.h>
|
||||
# include <limits.h>
|
||||
|
||||
# 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<size; j++)
|
||||
{
|
||||
a[j] = 1.0;
|
||||
b[j] = 2.0;
|
||||
c[j] = 3.0;
|
||||
}
|
||||
|
||||
printf("Warming up cache\n");
|
||||
double t = mysecond();
|
||||
testkern(a,b,c, size);
|
||||
t = mysecond() - t;
|
||||
printf("Cache warming took %.4f microseconds = %.4f seconds (with test AI of 1/16 FLOPs/Byte)\n", (t*1.0E6), t);
|
||||
|
||||
/*
|
||||
TESTS!!
|
||||
|
||||
*/
|
||||
printf("1/16 simple\n");
|
||||
t = mysecond();
|
||||
kernel_1_16_simple(a,b,c, size);
|
||||
t = mysecond() - t;
|
||||
printf("Cache warming took %.4f microseconds = %.4f seconds (with test AI of 1/16 FLOPs/Byte)\n", (t*1.0E6), t);
|
||||
|
||||
printf("1/16 fuseaware\n");
|
||||
t = mysecond();
|
||||
kernel_1_16_fuseaware(a,b,c, size);
|
||||
t = mysecond() - t;
|
||||
printf("Cache warming took %.4f microseconds = %.4f seconds (with test AI of 1/16 FLOPs/Byte)\n", (t*1.0E6), t);
|
||||
|
||||
printf("8 simple\n");
|
||||
t = mysecond();
|
||||
kernel_8_1_simple(a,b,c, size);
|
||||
t = mysecond() - t;
|
||||
printf("Cache warming took %.4f microseconds = %.4f seconds (with test AI of 1/16 FLOPs/Byte)\n", (t*1.0E6), t);
|
||||
|
||||
printf("8 fuseaware\n");
|
||||
t = mysecond();
|
||||
kernel_8_1_fuseaware(a,b,c, size);
|
||||
t = mysecond() - t;
|
||||
printf("Cache warming took %.4f microseconds = %.4f seconds (with test AI of 1/16 FLOPs/Byte)\n", (t*1.0E6), t);
|
||||
|
||||
printf("1/8 vo\n");
|
||||
t = mysecond();
|
||||
kernel_1_8_vo(a,b,c, size);
|
||||
t = mysecond() - t;
|
||||
printf("Cache warming took %.4f microseconds = %.4f seconds (with test AI of 1/16 FLOPs/Byte)\n", (t*1.0E6), t);
|
||||
|
||||
|
||||
exit(EXIT_SUCCESS);
|
||||
}
|
||||
|
||||
static void testkern(double* a, double* b, double* c, size_t size)
|
||||
{
|
||||
#pragma omp parallel for
|
||||
for (size_t j = 0; j < size; j++)
|
||||
{
|
||||
/* 3*8 Bytes read + 3*8 Bytes write, 3 FLOPs -> 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 <size> -s <runs> \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);
|
||||
}
|
||||
Loading…
Reference in a new issue