From ace44a4848c75d52028776784eb691597d7150c4 Mon Sep 17 00:00:00 2001 From: elvis Date: Fri, 25 Aug 2023 20:18:08 +0200 Subject: [PATCH] Added data and begun report --- main.cpp | 13 +- report/data/equation2ff.dat | 8 ++ report/data/equation2std.dat | 8 ++ report/data/equationff.dat | 8 ++ report/data/equationstd.dat | 8 ++ report/data/increasing300x200ff.dat | 8 ++ report/data/increasing300x200std.dat | 8 ++ report/data/random400x2500ff.dat | 8 ++ report/data/random400x2500std.dat | 8 ++ report/document.pdf | Bin 252952 -> 358946 bytes report/document.tex | 195 ++++++++++++++++++++++++++- 11 files changed, 264 insertions(+), 8 deletions(-) create mode 100644 report/data/equation2ff.dat create mode 100644 report/data/equation2std.dat create mode 100644 report/data/equationff.dat create mode 100644 report/data/equationstd.dat create mode 100644 report/data/increasing300x200ff.dat create mode 100644 report/data/increasing300x200std.dat create mode 100644 report/data/random400x2500ff.dat create mode 100644 report/data/random400x2500std.dat diff --git a/main.cpp b/main.cpp index 8b552e8..c274193 100644 --- a/main.cpp +++ b/main.cpp @@ -213,8 +213,6 @@ int main(int argc, char *argv[]) { ofstream csvfile; csvfile.open("performance.csv"); - goto theend; - for (std::string image : images1) { cout << endl << "\033[1;31mProcessing: \t" << image << "\033[0m" << endl; @@ -399,26 +397,27 @@ int main(int argc, char *argv[]) { } } -theend: cout << "Computing reading and writing speeds" << endl; for (auto image : images1) { + cout << endl + << "\033[1;31mProcessing: \t" << image << "\033[0m" << endl; csvfile << "RWtime:," << image << ","; vector results; for (int i = 0; i < average_max_rw; ++i) { results.push_back(reading_writing({image})); } - csvfile << std::accumulate(results.begin(), results.end(), 0) / - average_max_rw + csvfile << *std::min_element(results.begin(), results.end()) << "\n"; } for (auto image : images2) { + cout << endl + << "\033[1;31mProcessing: \t" << image << "\033[0m" << endl; csvfile << "RWtime:," << image << ","; vector results; for (int i = 0; i < average_max_rw; ++i) { results.push_back(reading_writing({image})); } - csvfile << std::accumulate(results.begin(), results.end(), 0) / - average_max_rw + csvfile << *std::min_element(results.begin(), results.end()) << "\n"; } diff --git a/report/data/equation2ff.dat b/report/data/equation2ff.dat new file mode 100644 index 0000000..d588a3a --- /dev/null +++ b/report/data/equation2ff.dat @@ -0,0 +1,8 @@ +Number of Workers,Speedup,Scalability,Efficiency +1,1.017,1.000,1.017 +2,2.091,2.055,1.045 +4,3.757,3.693,0.939 +8,6.739,6.624,0.842 +16,11.018,10.829,0.689 +32,17.190,16.897,0.537 +64,23.619,23.215,0.369 diff --git a/report/data/equation2std.dat b/report/data/equation2std.dat new file mode 100644 index 0000000..cc3b58a --- /dev/null +++ b/report/data/equation2std.dat @@ -0,0 +1,8 @@ +Number of Workers,Speedup,Scalability,Efficiency +1,1.047,1.000,1.047 +2,2.052,1.959,1.026 +4,4.085,3.901,1.021 +8,8.162,7.794,1.020 +16,15.871,15.155,0.992 +32,23.195,22.149,0.725 +64,30.969,29.572,0.484 diff --git a/report/data/equationff.dat b/report/data/equationff.dat new file mode 100644 index 0000000..8189de3 --- /dev/null +++ b/report/data/equationff.dat @@ -0,0 +1,8 @@ +Number of Workers,Speedup,Scalability,Efficiency +1,1.016,1.000,1.016 +2,2.085,2.052,1.043 +4,3.720,3.660,0.930 +8,6.512,6.407,0.814 +16,11.130,10.951,0.696 +32,17.066,16.791,0.533 +64,23.691,23.310,0.370 diff --git a/report/data/equationstd.dat b/report/data/equationstd.dat new file mode 100644 index 0000000..ebb02e8 --- /dev/null +++ b/report/data/equationstd.dat @@ -0,0 +1,8 @@ +Number of Workers,Speedup,Scalability,Efficiency +1,1.047,1.000,1.047 +2,2.048,1.956,1.024 +4,4.062,3.881,1.016 +8,7.992,7.635,0.999 +16,15.656,14.956,0.978 +32,21.868,20.891,0.683 +64,27.141,25.928,0.424 diff --git a/report/data/increasing300x200ff.dat b/report/data/increasing300x200ff.dat new file mode 100644 index 0000000..718e85b --- /dev/null +++ b/report/data/increasing300x200ff.dat @@ -0,0 +1,8 @@ +Number of Workers,Speedup,Scalability,Efficiency +1,1.012,1.000,1.012 +2,1.191,1.176,0.595 +4,1.285,1.270,0.321 +8,0.965,0.954,0.121 +16,0.715,0.706,0.045 +32,0.491,0.485,0.015 +64,0.341,0.337,0.005 diff --git a/report/data/increasing300x200std.dat b/report/data/increasing300x200std.dat new file mode 100644 index 0000000..bd79804 --- /dev/null +++ b/report/data/increasing300x200std.dat @@ -0,0 +1,8 @@ +Number of Workers,Speedup,Scalability,Efficiency +1,1.040,1.000,1.040 +2,1.943,1.867,0.971 +4,3.691,3.547,0.923 +8,6.241,5.999,0.780 +16,6.018,5.784,0.376 +32,7.736,7.436,0.242 +64,3.764,3.618,0.059 diff --git a/report/data/random400x2500ff.dat b/report/data/random400x2500ff.dat new file mode 100644 index 0000000..99eedf6 --- /dev/null +++ b/report/data/random400x2500ff.dat @@ -0,0 +1,8 @@ +Number of Workers,Speedup,Scalability,Efficiency +1,1.012,1.000,1.012 +2,1.767,1.746,0.883 +4,2.994,2.959,0.748 +8,4.776,4.721,0.597 +16,6.491,6.417,0.406 +32,6.342,6.269,0.198 +64,5.385,5.323,0.084 \ No newline at end of file diff --git a/report/data/random400x2500std.dat b/report/data/random400x2500std.dat new file mode 100644 index 0000000..43ff5b3 --- /dev/null +++ b/report/data/random400x2500std.dat @@ -0,0 +1,8 @@ +Number of Workers,Speedup,Scalability,Efficiency +1,1.049,1.000,1.049 +2,2.054,1.959,1.027 +4,3.866,3.687,0.966 +8,7.178,6.846,0.897 +16,10.737,10.239,0.671 +32,11.564,11.028,0.361 +64,11.761,11.216,0.184 diff --git a/report/document.pdf b/report/document.pdf index 940df17ca232ddd0c5068a4a1cf76354b312501a..76ed6fc3dd93f26c9b4104c58caf0b9d66f9e0ae 100644 GIT binary patch delta 136067 zcmZ6xV{|4!(=8g?wrz7_+qNgR@x-=mCllM4Xky#8t&{itzPs*O=SQ#V>gruptN+yQ zu1;@5EPOzZCjn#OU}H+#nFgf-lxS(it&bx6r;b!-B@2t-N!~tqXjtV+I z_pkEkCdrpdAWABJn?#b02j-K7qhJ_+TW)iz@xk=QHOa$VTlgiNu$g>y`ucVE3v$UxMh*wWn~e}+|DRhH@{UCjM8Wk9-mcjGNQA?XQIz<8d|)yVW1BjHaKS#5D0 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\Delta$}\Comment \textit{$l$ is the thread number, $\Delta$ is the ammount of rows to process} + \For{$x \in \{l \cdot \Delta, \ldots, (l+1) \cdot \Delta - 1\}$} + \For{$y \in \{0, \ldots, Columns\}$} + \If $(x, y)$ not in the border + \State calculate the neighborhood of $(x, y)$ + \State $arena[x][y] = Stencil(neighborhood)$ + \EndIf + \EndFor + \EndFor + \EndProcedure + \end{algorithmic} +\end{algorithm} + +The threadpool is implemented in the \texttt{threadPool.hpp} and \texttt{threadPool.cpp} files. + +Since for each element the work is equivalent, the $\Delta$ used in the lambda function is simply the total number of rows divided by the number of workers, such that each worker has only one job and all jobs are roughly equal in time. + +The threadpool uses a queue and once a job is pushed only one thread may execute the function. +Since it is required for all jobs to finish, a condition variable is used to wake a thread that is waiting for all jobs to finish, eliminating the need for active wait. + +%% - - - - - - - - - - - - - - - - - - %% +\subsection{FastFlow} + +The structure of the implementation using the FastFlow is similar to the one with native threads. +Since the \texttt{Stencil} class is a subclass of \texttt{ff\_Map}, the method used for the execution is \texttt{parallel\_for}. + +A custom emitter and collector would not have been faster and so the simpler approach of inheriting the methods from \texttt{ff\_Map} was chosen. + +\begin{algorithm} + \begin{algorithmic}[1] + \Procedure{fastflow}{$Task$} + \State $arena = Task$ + \While{$iter>0$} + \State \texttt{parallel\_for} with LAMBDA as the function to execute + \State swap $arena$ with $result$ + \State $iter = iter - 1$ + \EndWhile + \State return task + \EndProcedure + \end{algorithmic} + + \begin{algorithmic}[1] + \Procedure{lambda}{$x$} + \For{$y \in \{0, \ldots, Columns\}$} + \If $(x, y)$ not in the border + \State calculate the neighborhood of $(x, y)$ + \State $arena[x][y] = Stencil(neighborhood)$ + \EndIf + \EndFor + \EndProcedure + \end{algorithmic} +\end{algorithm} + +%% - - - - - - - - - - - - - - - - - - %% +\section{Performance Analysis} + +The matrix data inside the class \texttt{Task} was both tested for performance as a vector of vectors and as a simple contiguous arena. The performance was exaclty the same so the simpler vector of vectors implementation was preferred. + +In the file \texttt{main.cpp} a csv file is created from various tests on files from the \texttt{tests/} directory. +The time computed is for reading the file from disk, computing the stencil with different parameters and finally writing again to disk. +Reading and writing to disk are much faster than the computation except for the largest examples. In those cases the minimum time of reading and writing is subtracted. + +For very small matrices the efficiency, the speedup and the scalability is very poor for both versions. +For larger examples instead a significant speedup is seen, but the implementation using native threads is slightly faster. + +\begin{center} + \begin{tblr}{ + colspec = {Q[l,m]|Q[r,m]|Q[r,m]}, + } + Image & Time in \si{\microsecond} & Size in \si{\byte} \\ + \hline % chktex 44 + empty2x2 & 2218 & 12 \\ % chktex 29 + increasing4x6 & 2054 & 32 \\ % chktex 29 + increasing300x200 & 1301 & 60008 \\ % chktex 29 + random400x2500 & 7101 & 1000008 \\ % chktex 29 + equation & 786324 & 10000008 \\ + equation2 & 2312927 & 30000008 \\ + \end{tblr} +\end{center} + +\begin{center} + \begin{tikzpicture} + \begin{groupplot}[group style={group size=1 by 2, vertical sep = 1.5cm}] + \plotfile{data/increasing300x200ff.dat}{fastflow} + + \plotfile{data/increasing300x200std.dat}{stdthread} + \end{groupplot} + \node (title) at ($(group c1r1.center)+(0,4.5cm)$) {\color{red}{increasing300x200}}; + \end{tikzpicture} +\end{center} + +\begin{center} + \begin{tikzpicture} + \begin{groupplot}[group style={group size=1 by 2, vertical sep = 1.5cm}] + \plotfile{data/random400x2500ff.dat}{fastflow} + + \plotfile{data/random400x2500std.dat}{stdthread} + \end{groupplot} + \node (title) at ($(group c1r1.center)+(0,4.5cm)$) {\color{red}{random400x2500}}; + \end{tikzpicture} +\end{center} + +\begin{center} + \begin{tikzpicture} + \begin{groupplot}[group style={group size=1 by 2, vertical sep = 1.5cm}] + \plotfile{data/equationff.dat}{fastflow} + + \plotfile{data/equationstd.dat}{stdthread} + \end{groupplot} + \node (title) at ($(group c1r1.center)+(0,4.5cm)$) {\color{red}{equation}}; + \end{tikzpicture} +\end{center} + +\begin{center} + \begin{tikzpicture} + \begin{groupplot}[group style={group size=1 by 2, vertical sep = 1.5cm}] + \plotfile{data/equation2ff.dat}{fastflow} + + \plotfile{data/equation2std.dat}{stdthread} + \end{groupplot} + \node (title) at ($(group c1r1.center)+(0,4.5cm)$) {\color{red}{equation2}}; + \end{tikzpicture} +\end{center} + +As the size of the input increases the speedup and the scalability both follow linear trends up with a higher ammount of threds. + +The scalability for both test files \texttt{equation} and \texttt{equation2} never go below $0.37$, but is slightly better for the implementation with native C++ threads. \end{document}