ch zulu

[book_gpu.git] / BookGPU / Chapters / chapter3 / ch3.aux

diff --git a/BookGPU/Chapters/chapter3/ch3.aux b/BookGPU/Chapters/chapter3/ch3.aux
index a5fefc897af3e320d114b269d7be98abc091e675..0fb9a0d1efe6382a59824bb7541d222844791f8d 100644 (file)
--- a/BookGPU/Chapters/chapter3/ch3.aux
+++ b/BookGPU/Chapters/chapter3/ch3.aux
@@ -4,92 +4,92 @@
 \@writefile{toc}{\contentsline {chapter}{\numberline {3}Setting up the environnement.}{25}}
 \@writefile{lof}{\addvspace {10\p@ }}
 \@writefile{lot}{\addvspace {10\p@ }}
 \@writefile{toc}{\contentsline {chapter}{\numberline {3}Setting up the environnement.}{25}}
 \@writefile{lof}{\addvspace {10\p@ }}
 \@writefile{lot}{\addvspace {10\p@ }}

-\newlabel{algo:memcopy:H2D}{{7}{25}}
-\newlabel{algo:memcopy:kernel}{{8}{25}}
-\newlabel{algo:memcopy:D2H}{{9}{25}}
-\@writefile{loa}{\contentsline {algocf}{\numberline {1}{\ignorespaces Global memory management on CPU and GPU sides.\relax }}{25}}
-\newlabel{algo:memcopy}{{1}{25}}
-\@writefile{toc}{\contentsline {section}{\numberline {3.1}Data transfers, memory management.}{26}}
+\@writefile{toc}{\contentsline {section}{\numberline {3.1}Data transfers, memory management.}{25}}
+\newlabel{algo:memcopy:H2D}{{7}{26}}
+\newlabel{algo:memcopy:kernel}{{8}{26}}
+\newlabel{algo:memcopy:D2H}{{9}{26}}
+\@writefile{loa}{\contentsline {algocf}{\numberline {1}{\ignorespaces global memory management on CPU and GPU sides\relax }}{26}}
+\newlabel{algo:memcopy}{{1}{26}}

 \newlabel{lst:main1}{{3.1}{27}}
 \newlabel{lst:main1}{{3.1}{27}}

-\@writefile{lol}{\contentsline {lstlisting}{\numberline {3.1}Generic main.cu file used to launch CUDA kernels}{27}}
+\@writefile{lol}{\contentsline {lstlisting}{\numberline {3.1}generic main.cu file used to launch CUDA kernels}{27}}

 \newlabel{lst:fkern1}{{3.2}{27}}
 \@writefile{lol}{\contentsline {lstlisting}{\numberline {3.2}fast\_kernels.cu file featuring one kernel skeleton}{27}}
 \newlabel{lst:mkfile}{{3.3}{28}}
 \newlabel{lst:fkern1}{{3.2}{27}}
 \@writefile{lol}{\contentsline {lstlisting}{\numberline {3.2}fast\_kernels.cu file featuring one kernel skeleton}{27}}
 \newlabel{lst:mkfile}{{3.3}{28}}

-\@writefile{lol}{\contentsline {lstlisting}{\numberline {3.3}Generic Makefile based on those provided by NV SDK}{28}}
+\@writefile{lol}{\contentsline {lstlisting}{\numberline {3.3}generic makefile based on those provided by NVIDIA SDK}{28}}

 \@writefile{toc}{\contentsline {section}{\numberline {3.2}Performance measurements}{28}}
 \newlabel{lst:chronos}{{3.4}{28}}
 \@writefile{lol}{\contentsline {lstlisting}{\numberline {3.4}Time measurement technique using cutil functions}{28}}
 \@writefile{toc}{\contentsline {section}{\numberline {3.2}Performance measurements}{28}}
 \newlabel{lst:chronos}{{3.4}{28}}
 \@writefile{lol}{\contentsline {lstlisting}{\numberline {3.4}Time measurement technique using cutil functions}{28}}

+\@writefile{toc}{\author{Gilles Perrot}{}}

 \@writefile{loa}{\addvspace {10\p@ }}
 \@writefile{toc}{\contentsline {chapter}{\numberline {4}Implementing a fast median filter}{31}}
 \@writefile{lof}{\addvspace {10\p@ }}
 \@writefile{lot}{\addvspace {10\p@ }}
 \@writefile{loa}{\addvspace {10\p@ }}
 \@writefile{toc}{\contentsline {chapter}{\numberline {4}Implementing a fast median filter}{31}}
 \@writefile{lof}{\addvspace {10\p@ }}
 \@writefile{lot}{\addvspace {10\p@ }}

-\@writefile{toc}{\author{Gilles Perrot}{}}

 \@writefile{toc}{\contentsline {section}{\numberline {4.1}Introduction}{31}}
 \@writefile{toc}{\contentsline {section}{\numberline {4.2}Median filtering}{32}}
 \@writefile{toc}{\contentsline {subsection}{\numberline {4.2.1}Basic principles}{32}}
 \@writefile{toc}{\contentsline {section}{\numberline {4.1}Introduction}{31}}
 \@writefile{toc}{\contentsline {section}{\numberline {4.2}Median filtering}{32}}
 \@writefile{toc}{\contentsline {subsection}{\numberline {4.2.1}Basic principles}{32}}

-\@writefile{toc}{\contentsline {subsection}{\numberline {4.2.2}A naive implementation}{32}}
-\newlabel{img:sap_example_ref}{{4.1(a)}{33}}
-\newlabel{sub@img:sap_example_ref}{{(a)}{33}}
-\newlabel{img:sap_example_med3}{{4.1(b)}{33}}
-\newlabel{sub@img:sap_example_med3}{{(b)}{33}}
-\newlabel{img:sap_example_med5}{{4.1(c)}{33}}
-\newlabel{sub@img:sap_example_med5}{{(c)}{33}}
-\newlabel{img:sap_example_med3_it2}{{4.1(d)}{33}}
-\newlabel{sub@img:sap_example_med3_it2}{{(d)}{33}}
-\@writefile{lof}{\contentsline {figure}{\numberline {4.1}{\ignorespaces Exemple of median filtering, applied to salt \& pepper noise reduction.\relax }}{33}}
-\@writefile{lof}{\contentsline {subfigure}{\numberline{(a)}{\ignorespaces {Airplane image, corrupted by salt and pepper noise of density 0.25}}}{33}}
-\@writefile{lof}{\contentsline {subfigure}{\numberline{(b)}{\ignorespaces {Image denoised by a $3\times 3$ median filter}}}{33}}
-\@writefile{lof}{\contentsline {subfigure}{\numberline{(c)}{\ignorespaces {Image denoised by a $5\times 5$ median filter}}}{33}}
-\@writefile{lof}{\contentsline {subfigure}{\numberline{(d)}{\ignorespaces {Image denoised by 2 iterations of a $3\times 3$ median filter}}}{33}}
-\newlabel{fig:sap_examples}{{4.1}{33}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.1}{\ignorespaces Example of 5x5 median filtering\relax }}{32}}
+\newlabel{fig:median_1}{{4.1}{32}}
+\newlabel{algoMedianGeneric}{{2}{33}}
+\newlabel{algoMedianGeneric:memcpyH2D}{{1}{33}}
+\newlabel{algoMedianGeneric:cptstart}{{3}{33}}
+\newlabel{algoMedianGeneric:cptend}{{5}{33}}
+\newlabel{algoMedianGeneric:memcpyD2H}{{7}{33}}
+\@writefile{loa}{\contentsline {algocf}{\numberline {2}{\ignorespaces generic n$\times $n median filter\relax }}{33}}
+\@writefile{toc}{\contentsline {subsection}{\numberline {4.2.2}A naive implementation}{33}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.2}{\ignorespaces Illustration of window overlapping in 5x5 median filtering\relax }}{34}}
+\newlabel{fig:median_overlap}{{4.2}{34}}

 \newlabel{lst:medianGeneric}{{4.1}{34}}
 \newlabel{lst:medianGeneric}{{4.1}{34}}

-\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.1}Generic CUDA kernel achieving median filtering}{34}}
-\newlabel{algoMedianGeneric}{{2}{35}}
-\newlabel{algoMedianGeneric:memcpyH2D}{{1}{35}}
-\newlabel{algoMedianGeneric:cptstart}{{3}{35}}
-\newlabel{algoMedianGeneric:cptend}{{5}{35}}
-\newlabel{algoMedianGeneric:memcpyD2H}{{7}{35}}
-\@writefile{loa}{\contentsline {algocf}{\numberline {2}{\ignorespaces generic n$\times $n median filter\relax }}{35}}
-\@writefile{toc}{\contentsline {section}{\numberline {4.3}NVidia GPU tuning recipes}{35}}
-\@writefile{lof}{\contentsline {figure}{\numberline {4.2}{\ignorespaces Exemple of 5x5 median filtering\relax }}{35}}
-\newlabel{fig:median_1}{{4.2}{35}}
-\@writefile{lof}{\contentsline {figure}{\numberline {4.3}{\ignorespaces Illustration of window overlapping in 5x5 median filtering\relax }}{36}}
-\newlabel{fig:median_overlap}{{4.3}{36}}
-\@writefile{lot}{\contentsline {table}{\numberline {4.1}{\ignorespaces Performance results of \texttt  {kernel medianR}. \relax }}{36}}
-\newlabel{tab:medianHisto1}{{4.1}{36}}
-\@writefile{toc}{\contentsline {section}{\numberline {4.4}A 3$\times $3 median filter: using registers }{37}}
+\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.1}generic CUDA kernel achieving median filtering}{34}}
+\@writefile{lot}{\contentsline {table}{\numberline {4.1}{\ignorespaces Performance results of \texttt  {kernel medianR}. \relax }}{35}}
+\newlabel{tab:medianHisto1}{{4.1}{35}}
+\@writefile{toc}{\contentsline {section}{\numberline {4.3}NVIDIA GPU tuning recipes}{35}}
+\newlabel{img:sap_example_ref}{{4.3(a)}{36}}
+\newlabel{sub@img:sap_example_ref}{{(a)}{36}}
+\newlabel{img:sap_example_med3}{{4.3(b)}{36}}
+\newlabel{sub@img:sap_example_med3}{{(b)}{36}}
+\newlabel{img:sap_example_med5}{{4.3(c)}{36}}
+\newlabel{sub@img:sap_example_med5}{{(c)}{36}}
+\newlabel{img:sap_example_med3_it2}{{4.3(d)}{36}}
+\newlabel{sub@img:sap_example_med3_it2}{{(d)}{36}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.3}{\ignorespaces Example of median filtering, applied to salt and pepper noise reduction.\relax }}{36}}
+\@writefile{lof}{\contentsline {subfigure}{\numberline{(a)}{\ignorespaces {Airplane image, corrupted by salt and pepper noise of density 0.25}}}{36}}
+\@writefile{lof}{\contentsline {subfigure}{\numberline{(b)}{\ignorespaces {Image denoised by a $3\times 3$ median filter}}}{36}}
+\@writefile{lof}{\contentsline {subfigure}{\numberline{(c)}{\ignorespaces {Image denoised by a $5\times 5$ median filter}}}{36}}
+\@writefile{lof}{\contentsline {subfigure}{\numberline{(d)}{\ignorespaces {Image denoised by 2 iterations of a $3\times 3$ median filter}}}{36}}
+\newlabel{fig:sap_examples}{{4.3}{36}}
+\@writefile{toc}{\contentsline {section}{\numberline {4.4}A 3$\times $3 median filter: using registers}{37}}

 \@writefile{toc}{\contentsline {subsection}{\numberline {4.4.1}The simplest way}{37}}
 \newlabel{lst:kernelMedian3RegTri9}{{4.2}{38}}
 \@writefile{toc}{\contentsline {subsection}{\numberline {4.4.1}The simplest way}{37}}
 \newlabel{lst:kernelMedian3RegTri9}{{4.2}{38}}

-\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.2}3$\times $3 median filter kernel using one register per neighborhood pixel and bubble sort}{38}}
+\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.2}$3\times 3$ median filter kernel using one register per neighborhood pixel and bubble sort}{38}}

 \@writefile{toc}{\contentsline {subsection}{\numberline {4.4.2}Further optimization}{38}}
 \@writefile{toc}{\contentsline {subsection}{\numberline {4.4.2}Further optimization}{38}}

-\@writefile{lof}{\contentsline {figure}{\numberline {4.4}{\ignorespaces Comparison of pixel throughputs on GPU C2070 and CPU for generic median, 3$\times $3 median register-only and \textit  {libJacket}.\relax }}{39}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.4}{\ignorespaces Comparison of pixel throughputs for CPU generic median, CPU 3$\times $3 median register-only with bubble sort, GPU generic median, GPU 3$\times $3 median register-only with bubble sort, and GPU libJacket.}}{39}}

 \newlabel{fig:compMedians1}{{4.4}{39}}
 \newlabel{fig:compMedians1}{{4.4}{39}}

-\@writefile{lof}{\contentsline {figure}{\numberline {4.5}{\ignorespaces Forgetful selection with the minimal element register count. Illustration for 3$\times $3 pixel window represented in a row and supposed sorted.\relax }}{39}}
-\newlabel{fig:forgetful_selection}{{4.5}{39}}

 \@writefile{toc}{\contentsline {subsubsection}{\numberline {4.4.2.1}Reducing register count }{39}}
 \@writefile{toc}{\contentsline {subsubsection}{\numberline {4.4.2.1}Reducing register count }{39}}

-\@writefile{lof}{\contentsline {figure}{\numberline {4.6}{\ignorespaces Determination of the Median value by the forgetful selection process, applied to a $3\times 3$ neighborhood window.\relax }}{41}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.5}{\ignorespaces Forgetful selection with the minimal element register count. Illustration for $3\times 3$ pixel window represented in a row and supposed sorted.\relax }}{40}}
+\newlabel{fig:forgetful_selection}{{4.5}{40}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.6}{\ignorespaces Determination of the median value by the \textit  {forgetful selection} process, applied to a $3\times 3$ neighborhood window.\relax }}{41}}

 \newlabel{fig:forgetful3}{{4.6}{41}}
 \newlabel{fig:forgetful3}{{4.6}{41}}

-\newlabel{lst:medianForget1pix3}{{4.3}{41}}
-\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.3}3$\times $3 median filter kernel using the minimum register count of 6 to find the median value by forgetful selection method. The optimal thread block size is 128 on GTX280 and 256 on C2070.}{41}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.7}{\ignorespaces First iteration of the $5\times 5$ selection process, with $k_{25}=14$, which shows how Instruction Level Parallelism is maximized by the use of an incomplete sorting network.}}{41}}
+\newlabel{fig:bitonic}{{4.7}{41}}
+\newlabel{lst:medianForget1pix3}{{4.3}{42}}
+\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.3}3$\times $3 median filter kernel using the minimum register count of 6 to find the median value by forgetful selection method. The optimal thread block size is 128 on GTX280 and 256 on C2070}{42}}

 \@writefile{toc}{\contentsline {subsubsection}{\numberline {4.4.2.2}More data output per thread}{42}}
 \@writefile{toc}{\contentsline {subsubsection}{\numberline {4.4.2.2}More data output per thread}{42}}

-\@writefile{lof}{\contentsline {figure}{\numberline {4.7}{\ignorespaces Illustration of how window overlapping is used to combine 2 pixel selections in a 3$\times $3 median kernel.\relax }}{42}}
-\newlabel{fig:median3_overlap}{{4.7}{42}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.8}{\ignorespaces Illustration of how window overlapping is used to combine 2 pixel selections in a $3\times 3$ median kernel.\relax }}{43}}
+\newlabel{fig:median3_overlap}{{4.8}{43}}

 \newlabel{lst:medianForget2pix3}{{4.4}{43}}
 \newlabel{lst:medianForget2pix3}{{4.4}{43}}

-\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.4}3$\times $3 median filter kernel processing 2 output pixel values per thread using combined forgetful selection.}{43}}
-\@writefile{toc}{\contentsline {section}{\numberline {4.5}A 5$\times $5 and more median filter }{43}}
-\@writefile{lof}{\contentsline {figure}{\numberline {4.8}{\ignorespaces Comparison of pixel throughput on GPU C2070 for the different 3$\times $3 median kernels.\relax }}{44}}
-\newlabel{fig:compMedians2}{{4.8}{44}}
+\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.4}$3\times 3$ median filter kernel processing 2 output pixel values per thread using combined forgetful selection}{43}}
+\@writefile{toc}{\contentsline {section}{\numberline {4.5}A 5$\times $5 and more median filter }{44}}

 \newlabel{sec:median5}{{4.5.1}{44}}
 \@writefile{toc}{\contentsline {subsection}{\numberline {4.5.1}A register-only 5$\times $5 median filter }{44}}
 \newlabel{sec:median5}{{4.5.1}{44}}
 \@writefile{toc}{\contentsline {subsection}{\numberline {4.5.1}A register-only 5$\times $5 median filter }{44}}

-\@writefile{lof}{\contentsline {figure}{\numberline {4.9}{\ignorespaces Reducing register count in a 5$\times $5 register-only median kernel outputting 2 pixels simultaneously. The first 7 forgetful selection stages are common to both processed center pixels. Only the last 5 selections have to be done separately.\relax }}{45}}
-\newlabel{fig:median5overlap}{{4.9}{45}}
-\@writefile{lof}{\contentsline {figure}{\numberline {4.10}{\ignorespaces First iteration of the $5\times 5$ selection process, with $k_{25}=14$, which shows how Instruction Level Parallelism is maximized by the use of an incomplete sorting network. Arrows represent the result of the swapping function, with the lowest value at the starting point and the highest value at the end point.\relax }}{45}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.9}{\ignorespaces Comparison of pixel throughput on GPU C2070 for the different 3$\times $3 median kernels.\relax }}{45}}
+\newlabel{fig:compMedians2}{{4.9}{45}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.10}{\ignorespaces Reducing register count in a 5$\times $5 register-only median kernel outputting 2 pixels simultaneously.}}{45}}

 \newlabel{fig:median5overlap}{{4.10}{45}}
 \newlabel{lst:medianForget2pix5}{{4.5}{46}}
 \newlabel{fig:median5overlap}{{4.10}{45}}
 \newlabel{lst:medianForget2pix5}{{4.5}{46}}

-\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.5}kernel 5$\times $5 median filter processing 2 output pixel values per thread by a combined forgetfull selection.}{46}}
+\@writefile{lol}{\contentsline {lstlisting}{\numberline {4.5}kernel 5$\times $5 median filter processing 2 output pixel values per thread by a combined forgetfull selection}{46}}

 \@writefile{lot}{\contentsline {table}{\numberline {4.2}{\ignorespaces Performance of various 5$\times $5 median kernel implementations, applied on 4096$\times $4096 pixel image with C2070 GPU card.\relax }}{47}}
 \newlabel{tab:median5comp}{{4.2}{47}}
 \@writefile{lot}{\contentsline {table}{\numberline {4.2}{\ignorespaces Performance of various 5$\times $5 median kernel implementations, applied on 4096$\times $4096 pixel image with C2070 GPU card.\relax }}{47}}
 \newlabel{tab:median5comp}{{4.2}{47}}

-\@writefile{toc}{\contentsline {subsection}{\numberline {4.5.2}Fast approximated n$\times $n median filter }{47}}
+\@writefile{toc}{\contentsline {subsection}{\numberline {4.5.2}Fast approximated $n\times n$ median filter }{47}}

 \@writefile{lot}{\contentsline {table}{\numberline {4.3}{\ignorespaces Measured performance of one generic pseudo-separable median kernel applied to 4096$\times $4096 pixel image with various window sizes.\relax }}{48}}
 \newlabel{tab:medianSeparable}{{4.3}{48}}
 \newlabel{img:sap_example_ref}{{4.11(a)}{49}}
 \@writefile{lot}{\contentsline {table}{\numberline {4.3}{\ignorespaces Measured performance of one generic pseudo-separable median kernel applied to 4096$\times $4096 pixel image with various window sizes.\relax }}{48}}
 \newlabel{tab:medianSeparable}{{4.3}{48}}
 \newlabel{img:sap_example_ref}{{4.11(a)}{49}}


@@ -100,7 +100,7 @@
 \newlabel{sub@img:sap_example_sep_med5}{{(c)}{49}}
 \newlabel{img:sap_example_sep_med3_it2}{{4.11(d)}{49}}
 \newlabel{sub@img:sap_example_sep_med3_it2}{{(d)}{49}}
 \newlabel{sub@img:sap_example_sep_med5}{{(c)}{49}}
 \newlabel{img:sap_example_sep_med3_it2}{{4.11(d)}{49}}
 \newlabel{sub@img:sap_example_sep_med3_it2}{{(d)}{49}}

-\@writefile{lof}{\contentsline {figure}{\numberline {4.11}{\ignorespaces Exemple of separable median filtering (smoother), applied to salt \& pepper noise reduction.\relax }}{49}}
+\@writefile{lof}{\contentsline {figure}{\numberline {4.11}{\ignorespaces Example of separable median filtering (smoother), applied to salt and pepper noise reduction.\relax }}{49}}

 \@writefile{lof}{\contentsline {subfigure}{\numberline{(a)}{\ignorespaces {Airplane image, corrupted with by salt and pepper noise of density 0.25}}}{49}}
 \@writefile{lof}{\contentsline {subfigure}{\numberline{(b)}{\ignorespaces {Image denoised by a $3\times 3$ separable smoother}}}{49}}
 \@writefile{lof}{\contentsline {subfigure}{\numberline{(c)}{\ignorespaces {Image denoised by a $5\times 5$ separable smoother}}}{49}}
 \@writefile{lof}{\contentsline {subfigure}{\numberline{(a)}{\ignorespaces {Airplane image, corrupted with by salt and pepper noise of density 0.25}}}{49}}
 \@writefile{lof}{\contentsline {subfigure}{\numberline{(b)}{\ignorespaces {Image denoised by a $3\times 3$ separable smoother}}}{49}}
 \@writefile{lof}{\contentsline {subfigure}{\numberline{(c)}{\ignorespaces {Image denoised by a $5\times 5$ separable smoother}}}{49}}


@@ -108,14 +108,13 @@
 \newlabel{fig:sap_examples2}{{4.11}{49}}
 \newlabel{lst:medianSeparable}{{4.6}{50}}
 \@writefile{lol}{\contentsline {lstlisting}{\numberline {4.6}generic pseudo median kernel.}{50}}
 \newlabel{fig:sap_examples2}{{4.11}{49}}
 \newlabel{lst:medianSeparable}{{4.6}{50}}
 \@writefile{lol}{\contentsline {lstlisting}{\numberline {4.6}generic pseudo median kernel.}{50}}

-\@writefile{toc}{\contentsline {section}{Bibliography}{51}}

 \@setckpt{Chapters/chapter3/ch3}{
 \@setckpt{Chapters/chapter3/ch3}{

-\setcounter{page}{52}
+\setcounter{page}{53}

 \setcounter{equation}{0}
 \setcounter{enumi}{3}
 \setcounter{enumii}{0}
 \setcounter{enumiii}{0}
 \setcounter{equation}{0}
 \setcounter{enumi}{3}
 \setcounter{enumii}{0}
 \setcounter{enumiii}{0}

-\setcounter{enumiv}{10}
+\setcounter{enumiv}{12}

 \setcounter{footnote}{0}
 \setcounter{mpfootnote}{0}
 \setcounter{part}{2}
 \setcounter{footnote}{0}
 \setcounter{mpfootnote}{0}
 \setcounter{part}{2}


@@ -127,7 +126,7 @@
 \setcounter{subparagraph}{0}
 \setcounter{figure}{11}
 \setcounter{table}{3}
 \setcounter{subparagraph}{0}
 \setcounter{figure}{11}
 \setcounter{table}{3}

-\setcounter{numauthors}{1}
+\setcounter{numauthors}{0}

 \setcounter{parentequation}{0}
 \setcounter{subfigure}{0}
 \setcounter{lofdepth}{1}
 \setcounter{parentequation}{0}
 \setcounter{subfigure}{0}
 \setcounter{lofdepth}{1}