X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/book_gpu.git/blobdiff_plain/ed20d271e0c4a028423b481170c4d31311494721..d74981733767eca78dbbe5be810b9b2e239e8aee:/BookGPU/Chapters/chapter17/ch17.aux?ds=sidebyside diff --git a/BookGPU/Chapters/chapter17/ch17.aux b/BookGPU/Chapters/chapter17/ch17.aux index f23e546..c515b8c 100644 --- a/BookGPU/Chapters/chapter17/ch17.aux +++ b/BookGPU/Chapters/chapter17/ch17.aux @@ -1 +1,121 @@ \relax +\@writefile{toc}{\author{Guillaume Laville}{}} +\@writefile{toc}{\author{Christophe Lang}{}} +\@writefile{toc}{\author{Kamel Mazouzi}{}} +\@writefile{toc}{\author{Nicolas Marilleau}{}} +\@writefile{toc}{\author{B\IeC {\'e}n\IeC {\'e}dicte Herrmann}{}} +\@writefile{toc}{\author{Laurent Philippe}{}} +\@writefile{loa}{\addvspace {10\p@ }} +\@writefile{toc}{\contentsline {chapter}{\numberline {16}Implementing MAS on GPU}{363}} +\@writefile{lof}{\addvspace {10\p@ }} +\@writefile{lot}{\addvspace {10\p@ }} +\newlabel{chapter17}{{16}{364}} +\@writefile{toc}{\contentsline {section}{\numberline {16.1}Introduction}{364}} +\newlabel{ch17:intro}{{16.1}{364}} +\@writefile{toc}{\contentsline {section}{\numberline {16.2}Running Agent-Based Simulations}{365}} +\newlabel{ch17:ABM}{{16.2}{365}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.2.1}Multi-agent systems and parallelism}{365}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.2.2}MAS Implementation on GPU}{367}} +\newlabel{ch17:subsec:gpu}{{16.2.2}{367}} +\@writefile{toc}{\contentsline {section}{\numberline {16.3}A first practical example}{368}} +\newlabel{ch17:sec:1stmodel}{{16.3}{368}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.3.1}The Collembola model}{368}} +\newlabel{ch17:subsec:collembolamodel}{{16.3.1}{368}} +\@writefile{lof}{\contentsline {figure}{\numberline {16.1}{\ignorespaces Evolution algorithm of Collembola model\relax }}{369}} +\newlabel{ch17:fig:collem_algorithm}{{16.1}{369}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.3.2}Collembola Implementation}{369}} +\newlabel{ch17:listing:collembola-diffuse}{{16.1}{370}} +\@writefile{lol}{\contentsline {lstlisting}{\numberline {16.1}Collembola OpenCL Diffusion kernel}{370}} +\newlabel{ch17:listing:collembola-reduc}{{16.2}{370}} +\@writefile{lol}{\contentsline {lstlisting}{\numberline {16.2}Collembola OpenCL reduction kernel}{370}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.3.3}Collembola performance}{371}} +\@writefile{lof}{\contentsline {figure}{\numberline {16.2}{\ignorespaces Performance of the Collembola model on CPU and GPU\relax }}{372}} +\newlabel{ch17:fig:mior_perfs_collem}{{16.2}{372}} +\@writefile{toc}{\contentsline {section}{\numberline {16.4}Second example}{372}} +\newlabel{ch17:sec:2ndmodel}{{16.4}{372}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.4.1}The MIOR model}{372}} +\newlabel{ch17:subsec:miormodel}{{16.4.1}{372}} +\@writefile{loa}{\contentsline {algocf}{\numberline {16}{\ignorespaces Evolution step of each Meta-Mior (microbial colony) agent\relax }}{373}} +\newlabel{ch17:seqalgo}{{16}{373}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.4.2}MIOR Implementation}{373}} +\@writefile{lof}{\contentsline {figure}{\numberline {16.3}{\ignorespaces Execution distribution retained on GPU\relax }}{374}} +\newlabel{ch17:fig:gpu_distribution}{{16.3}{374}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {16.4.2.1}Execution mapping on GPU}{374}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {16.4.2.2}Data structures translation}{375}} +\newlabel{ch17:subsec:datastructures}{{16.4.2.2}{375}} +\newlabel{ch17:listing:mior_data_structures}{{16.3}{375}} +\@writefile{lol}{\contentsline {lstlisting}{\numberline {16.3}Main data structures used in a MIOR simulation}{375}} +\@writefile{lof}{\contentsline {figure}{\numberline {16.4}{\ignorespaces Compact representation of the topology of a MIOR simulation\relax }}{376}} +\newlabel{ch17:fig:csr_representation}{{16.4}{376}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {16.4.2.3}Critical resources access management}{376}} +\newlabel{ch17:subsec:concurrency}{{16.4.2.3}{376}} +\newlabel{ch17:listing:mior_kernels}{{16.4}{377}} +\@writefile{lol}{\contentsline {lstlisting}{\numberline {16.4}Main MIOR kernel}{377}} +\newlabel{ch17:fig:mior_launcher}{{16.5}{378}} +\@writefile{lol}{\contentsline {lstlisting}{\numberline {16.5}MIOR simulation launcher}{378}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {16.4.2.4}Termination detection}{378}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.4.3}Performance of MIOR implementations}{379}} +\newlabel{ch17:subsec:miorexperiments}{{16.4.3}{379}} +\@writefile{lof}{\contentsline {figure}{\numberline {16.5}{\ignorespaces CPU and GPU performance on a Tesla C1060 node\relax }}{380}} +\newlabel{ch17:fig:mior_perfs_tesla}{{16.5}{380}} +\@writefile{lof}{\contentsline {figure}{\numberline {16.6}{\ignorespaces CPU and GPU performance on a personal computer with a Geforce 8800GT\relax }}{381}} +\newlabel{ch17:fig:mior_perfs_8800gt}{{16.6}{381}} +\@writefile{toc}{\contentsline {section}{\numberline {16.5}Analysis and recommendations}{381}} +\newlabel{ch17:analysis}{{16.5}{381}} +\@writefile{lof}{\contentsline {figure}{\numberline {16.7}{\ignorespaces Execution time of one multi-simulation kernel on the Tesla platform\relax }}{382}} +\newlabel{ch17:fig:monokernel_graph}{{16.7}{382}} +\@writefile{lof}{\contentsline {figure}{\numberline {16.8}{\ignorespaces Total execution time for 1000 simulations on the Tesla platform, while varying the number of simulations for each kernel\relax }}{382}} +\newlabel{ch17:fig:multikernel_graph}{{16.8}{382}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.5.1}Analysis}{382}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.5.2}MAS execution workflow}{383}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.5.3}Implementation challenges}{384}} +\@writefile{toc}{\contentsline {subsection}{\numberline {16.5.4}MCSMA}{384}} +\newlabel{ch17:Mcsma}{{16.5.4}{384}} +\@writefile{toc}{\contentsline {section}{\numberline {16.6}Conclusion}{385}} +\newlabel{ch17:conclusion}{{16.6}{385}} +\@writefile{toc}{\contentsline {section}{Bibliography}{386}} +\@setckpt{Chapters/chapter17/ch17}{ +\setcounter{page}{390} +\setcounter{equation}{0} +\setcounter{enumi}{3} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{25} +\setcounter{footnote}{1} +\setcounter{mpfootnote}{0} +\setcounter{part}{6} +\setcounter{chapter}{16} +\setcounter{section}{6} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{paragraph}{0} +\setcounter{subparagraph}{0} +\setcounter{figure}{8} +\setcounter{table}{0} +\setcounter{numauthors}{0} +\setcounter{parentequation}{4} +\setcounter{subfigure}{0} +\setcounter{lofdepth}{1} +\setcounter{subtable}{0} +\setcounter{lotdepth}{1} +\setcounter{lstnumber}{21} +\setcounter{ContinuedFloat}{0} +\setcounter{AlgoLine}{17} +\setcounter{algocfline}{16} +\setcounter{algocfproc}{16} +\setcounter{algocf}{16} +\setcounter{nprt@mantissa@digitsbefore}{0} +\setcounter{nprt@mantissa@digitsafter}{0} +\setcounter{nprt@exponent@digitsbefore}{0} +\setcounter{nprt@exponent@digitsafter}{0} +\setcounter{nprt@digitsfirstblock}{0} +\setcounter{nprt@blockcnt}{0} +\setcounter{nprt@cntprint}{0} +\setcounter{proposition}{1} +\setcounter{theorem}{0} +\setcounter{exercise}{0} +\setcounter{example}{0} +\setcounter{definition}{0} +\setcounter{proof}{1} +\setcounter{lstlisting}{5} +}