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lx;;ci0)PI`UNU`clVtA2rn@>)Z-@sgDV&zil|6s+zW{ZR0}}uM diff --git a/mwd_gpu/mwdGpu.tex b/mwd_gpu/mwdGpu.tex index c90d1d3..af26539 100644 --- a/mwd_gpu/mwdGpu.tex +++ b/mwd_gpu/mwdGpu.tex @@ -55,38 +55,21 @@ detector. \label{sec:set_up} \subsection{Hardware}% \label{sub:hardware} -There are two consumer computers used in this study: +A consumer computer is used in this study: \begin{itemize} - \item PC 1\@: - \begin{itemize} - \item CPU\@: AMD Ryzen 5 2400G, running at \SI{3.60}{\giga\hertz}, - maximum frequency \SI{3.90}{\giga\hertz} - \item GPU\@: GeForce GTX 1060, DDR5 memory \SI{6}{GB}, - maximum frequency \SI{1.70}{\giga\hertz} - \end{itemize} - \item PC 2\@: - \begin{itemize} - \item CPU\@: Intel Core i5\hyp{}4590 CPU, running at \SI{3.30}{\giga\hertz}, - maximum frequency \SI{3.70}{\giga\hertz} - \item GPU\@: GeForce GTX 1650, DDR5 memory \SI{4}{GB}, - maximum frequency \SI{1.70}{\giga\hertz} - \end{itemize} + \item CPU\@: AMD Ryzen 5 2400G, running at \SI{3.60}{\giga\hertz}, + maximum frequency \SI{3.90}{\giga\hertz} + \item RAM\@: \SI{16}{GB} DDR4 3000 + \item GPU\@: GeForce GTX 1060, DDR5 memory \SI{6}{GB}, + maximum frequency \SI{1.70}{\giga\hertz} \end{itemize} \subsection{Software}% \label{sub:software} -The computers run two different versions of Linux: +The OS is Debian 10.2, with following compilers: \begin{itemize} - \item PC 1\@: CentOS 7.2 - \begin{itemize} - \item gcc - \item CUDA - \end{itemize} - \item PC 2\@: Debian 10.2 - \begin{itemize} - \item gcc (Debian 8.3.0\hyp{}6) 8.3.0 - \item nvcc V9.2.148, CUDA 10.1, driver version 418.74 - \end{itemize} + \item gcc (Debian 8.3.0\hyp{}6) 8.3.0 + \item nvcc V9.2.148, CUDA 10.1, driver version 418.74 \end{itemize} \section{Implementations}% @@ -104,7 +87,8 @@ There are two implementations of the MWD algorithm: This implementation uses raw array wrapped in a \codeword{struct} to represent waveforms, pointers are managed manually. There are 3 methods \codeword{Deconvolute}, \codeword{OffsetDifferentiate}, and -\codeword{MovingAverage} corresponds to 3 stages of the MWD algorithm. +\codeword{MovingAverage} corresponds to 3 stages of the MWD algorithm. The code +is run on a single thread. The related files are: @@ -182,12 +166,44 @@ Related files are: ] \end{forest} +\subsection{Benchmarking}% +\label{sub:benchmarking} +Several tests are done with different waveform lengths from +\numrange{246}{250000} to show performance of these two implementations. When +a waveform length less than that of the original input is requested, successive +sub\hyp{}waveforms from the original are fed into the algorithms. At each +waveform length, the calculations are repeated from \numrange{1000}{3000} +times, time costs of I/O and each MWD stages are recorded. + \section{Results}% \label{sec:results} +Average time costs of the two implementations as functions of waveform length are +shown in \cref{fig:amdTimeCost_full}. The CPU is much quicker the GPU when data +size is small, but the CPU time grows linearly much faster than the GPU time. +For waveforms of about \num{10000}-sample long, the two codes take roughly the +same time to complete. The GPU is about 30\% faster than the CPU when +processing \num{250000}-sample long waveforms. The growing rates are shown more +clearly on \cref{fig:amdNormTimeCost_full}, the CPU time cost grows about twice as +fast as the GPU time cost does. + +\begin{figure}[tbp] + \centering + \includegraphics[width=0.9\linewidth]{figs/amdTimeCost_full.png} + \caption{Time costs of C++ (blue) and CUDA (red) codes as functions of + waveform length.}% + \label{fig:amdTimeCost_full} +\end{figure} + +\begin{figure}[tbp] + \centering + \includegraphics[width=0.9\linewidth]{figs/amdNormTimeCost_full.png} + \caption{Normalized time costs of C++ (blue) and CUDA (red) codes as + functions of waveform length.}% + \label{fig:amdNormTimeCost_full} +\end{figure} \section{Code}% \label{sec:code} A tarball of the code is attached as \codeword{mwd.tar.gz} - \end{document}