From 5554eff6171de41ea84853973c4dcea03b45cb7a Mon Sep 17 00:00:00 2001 From: Stuart Douglas Date: Thu, 14 Apr 2016 14:21:25 -0400 Subject: [PATCH 1/2] fix cmake error when compiling without cuda --- .../FinalPresentation/Presentation.pdf | Bin 175124 -> 189048 bytes .../FinalPresentation/Presentation.tex | 124 ++++++++++----- .../cuda/src/G4ParticleHPVector_CUDA.cu | 149 ------------------ .../externals/cuda/tests/UnitTest_Times.csv | 80 +++++----- .../cuda/tests/UnitTest_Times_GPU.txt | 80 +++++----- .../hadronic/models/particle_hp/sources.cmake | 12 +- 6 files changed, 164 insertions(+), 281 deletions(-) diff --git a/Documentation/FinalPresentation/Presentation.pdf b/Documentation/FinalPresentation/Presentation.pdf index 23f7a637a12e02bb18a6283661503af109819944..6450db687e56b68a4f34d19512622bd9278c6c44 100644 GIT binary patch delta 106626 zcmZsCV{~L)w{^$1ZQD*Koup&iw(V4G+qP}n?AW&1;mz~B_xtnRcdR{5)t^)2>>Bf| zJ?C6&C9Xif48qjvKqNrC(gLPbBpufn5xehcoLE_!%1h|97s#b}5~!rb7_1TS4NGxq 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z$iMUGr3QH>Jn-v%=O!Lixzu)&|C&3p#=ebm)~L@|g*~2-kcoxL6c!&I<$KUZr_-81wn*5=RAecNVFN_O{KP9&$!@nrKIoYIM9n-E5=lekUjG=Tg&6%XU`5uVM Q%gN2ogG@sssVs&3U!t0BFaQ7m diff --git a/Documentation/FinalPresentation/Presentation.tex b/Documentation/FinalPresentation/Presentation.tex index 1b2c0f93..3694b9f7 100644 --- a/Documentation/FinalPresentation/Presentation.tex +++ b/Documentation/FinalPresentation/Presentation.tex @@ -5,6 +5,7 @@ \usepackage[font={footnotesize}]{caption} \usepackage{textcomp} \usepackage{listings} +\lstset{language=C++,basicstyle=\footnotesize\ttfamily,keywordstyle=\color{red}} \newcommand{\textapprox}{\raisebox{0.5ex}{\texttildelow}} \setcounter{tocdepth}{2} \setbeamertemplate{navigation symbols}{} @@ -40,6 +41,9 @@ \subsection{Brief Project Overview} \begin{frame} \frametitle{Brief Project Overview} Take an existing particle simulation toolkit - Geant4 - and have some functions run on a GPU device to improve performance. +\begin{block}{Geant} +Geant4 +\end{block} \end{frame} \subsection{Explanation of Terms} @@ -107,6 +111,7 @@ \section{Features} \begin{itemize} \item GPU acceleration available on an ``opt-in'' basis \item Easy to enable/disable GPU acceleration +\item If GPU acceleration is enabled, some methods will run on GPU \item Same results whether acceleration enabled or disabled \end{itemize} \end{frame} @@ -121,34 +126,38 @@ \subsection{Easily Enable/Disable GPU Acceleration} \end{itemize} \end{frame} -%\begin{lstlisting}[language=C++,basicstyle=\ttfamily,keywordstyle=\color{red}] -% inline G4double GetY(G4double x) -% { -% #if GEANT4_ENABLE_CUDA -% return cudaVector->GetXsec(x); -% #else -% return GetXsec(x); -% #endif -% } -%\end{lstlisting} - -\begin{frame} -\frametitle{Implementation} +\begin{frame}[fragile] +\frametitle{Easily Enable/Disable GPU Acceleration} +Method calls to \texttt{G4ParticleHPVector} forwarded to GPU-based implementation \begin{itemize} -\item Header forwards function calls to GPU or CPU Implementation -\item This decision is made at compile time +\item This decision is made at compile time based on \texttt{cmake} flag \end{itemize} + +\begin{block}{Example of Forwarding} +\begin{lstlisting} +inline G4double GetY(G4double x) +{ + #if GEANT4_ENABLE_CUDA + return cudaVector->GetXsec(x); + #else + return GetXsec(x); + #endif +} +\end{lstlisting} +\end{block} \end{frame} \begin{frame} \frametitle{Accelerating Module on GPU} -\begin{itemize} -\item a -\end{itemize} +Existing module \texttt{G4ParticleHPVector} ported to GPU using CUDA\\~\\ + +\begin{block}{Definition: CUDA} +CUDA is a GP-GPU programming model developed by NVIDIA, for use with NVIDIA graphics cards +\end{block} \end{frame} \begin{frame} -\frametitle{Why \texttt{G4ParticleHPVector}} +\frametitle{Why \texttt{G4ParticleHPVector}?} \begin{itemize} \item Represents empirically-found probabilities of collisions for different particles based on their energy \item Identified as starting point by relevant stakeholders @@ -201,20 +210,16 @@ \subsection{Impl. 1: Existing Module in GPU Memory} \subsubsection{Implementation of Select Methods on GPU} \begin{frame} -\frametitle{Implementation -- \texttt{Times}} -\end{frame} - -\begin{frame} -\frametitle{Implementation -- \texttt{GetXSec}} +\frametitle{Impl. 1 -- \texttt{Times}} \end{frame} \begin{frame} -\frametitle{Implementation -- \texttt{SampleLin}} +\frametitle{Impl. 1 -- \texttt{GetXSec}} \end{frame} -\subsubsection{Performance} +\subsubsection{Impl. 1: Performance} \begin{frame} -\frametitle{Performance Results Summary} +\frametitle{Impl. 1: Performance Results Summary} \begin{itemize} \item Most methods slower on GPU until \textapprox 10,000 entries in data vector \item Most \emph{commonly-used} methods significantly slower on GPU, even with large data vector @@ -226,7 +231,7 @@ \subsubsection{Performance} \end{frame} \begin{frame} -\frametitle{Performance Results -- \texttt{Times}} +\frametitle{Impl. 1: Performance Results -- \texttt{Times}} \begin{itemize} \item Multiplies each point in vector by factor \end{itemize} @@ -238,19 +243,19 @@ \subsubsection{Performance} \end{frame} \begin{frame} -\frametitle{Performance Results -- \texttt{GetXSec}} +\frametitle{Impl. 1: Performance Results -- \texttt{GetXSec}} \end{frame} \begin{frame} -\frametitle{Performance Results -- \texttt{SampleLin}} +\frametitle{Impl. 1: Performance Results -- \texttt{SampleLin}} \end{frame} \begin{frame} -\frametitle{Performance Results -- System Tests} +\frametitle{Impl. 1: Performance Results -- System Tests} \end{frame} \begin{frame} -\frametitle{Performance Discussion} +\frametitle{Impl. 1: Performance Discussion} \end{frame} @@ -272,28 +277,28 @@ \subsection{Impl. 2: Add New GPU-Accelerated Methods to Interface} \end{frame} \begin{frame} -\frametitle{Implementation -- \texttt{GetXSecList}} +\frametitle{Impl. 2: \texttt{GetXSecList}} \begin{itemize} \item Fill an array of energies we want to get xSec values for \item Send the array to the GPU to work on \end{itemize} \end{frame} -\subsubsection{Performance} +\subsubsection{Impl. 2: Performance} \begin{frame} -\frametitle{Performance Results Summary} +\frametitle{Impl. 2: Performance Results Summary} \end{frame} \begin{frame} -\frametitle{Performance Results -- \texttt{GetXSecList}} +\frametitle{Impl. 2: Performance Results -- \texttt{GetXSecList}} \end{frame} \begin{frame} -\frametitle{Performance Results -- System Tests} +\frametitle{Impl. 2: Performance Results -- System Tests} \end{frame} \begin{frame} -\frametitle{Performance Discussion} +\frametitle{Impl. 2: Performance Discussion} \end{frame} \subsection{Accuracy / Testing} @@ -317,7 +322,7 @@ \subsection{Accuracy / Testing} \end{frame} \begin{frame} -\frametitle{Accuracy Discussion} +\frametitle{Accuracy} \begin{itemize} \item The deviations in SampleLin and Sample can be attributed to the functions use of random numbers @@ -340,13 +345,48 @@ \subsection{Accuracy / Testing} \end{itemize} \end{frame} -\begin{frame} +\begin{frame}[fragile] \frametitle{\texttt{GenerateTestResults} Details} \begin{itemize} -\item Outputs simple results directly +\item Includes testing version number in results file for analysis stage +\item Outputs simple results directly to results file \item For vectors, calculates hash for vector and output it -\item +\item Outputs timing data to separate file +\end{itemize} +\begin{block}{Example: Snippet of Generated Test Results} +\begin{lstlisting} +#void G4ParticleHPVector_CUDA::GetXsecBuffer( + G4double * queryList, G4int length)_6 +@numQueries=10 +hash: 16548307878283220284 +@numQueries=50 +hash: 3204132713354913775 +\end{lstlisting} +\end{block} +\end{frame} + +\begin{frame} +\frametitle{\texttt{AnalyzeTestResults} Details} +Two main functions: +\begin{enumerate} +\item Compare results for each test case, printing status to \texttt{stdout} +\begin{itemize} +\item If test failed, output differing values +\item Summarize test results at the end with number passed +\end{itemize} +\item Generate \texttt{.csv} file from timing data +\begin{itemize} +\item One row per unique method call, columns show CPU time, GPU time, method name and parameters +\item Can use Excel to analyze performance results \end{itemize} +\end{enumerate} +\end{frame} + +\begin{frame} +\frametitle{Demonstration} +\begin{center} +\emph{Demonstration of Generating and Analyzing Test Results} +\end{center} \end{frame} \section{Conclusion} diff --git a/geant4.10.02/source/externals/cuda/src/G4ParticleHPVector_CUDA.cu b/geant4.10.02/source/externals/cuda/src/G4ParticleHPVector_CUDA.cu index c4e3a0a3..a3a6b0c5 100644 --- a/geant4.10.02/source/externals/cuda/src/G4ParticleHPVector_CUDA.cu +++ b/geant4.10.02/source/externals/cuda/src/G4ParticleHPVector_CUDA.cu @@ -1,152 +1,3 @@ -// #include -// #include -// #include -// #include -// #include "G4ParticleHPVector_CUDA.hh" -// #include -// #include -// #include -// #include - -// __global__ void SetArrayTo(int *resArray, int numQueries, int setValue) -// { -// int idx = blockDim.x*blockIdx.x + threadIdx.x; -// if (idx < numQueries) { -// resArray[idx] = setValue; -// } -// } - -// __global__ void findMinArray2(G4ParticleHPDataPoint *theData_d, G4double *queryArray_d, int *resArray_d, int numThreads, int numQueries, int nEntries) -// { -// int idx = blockDim.x*blockIdx.x + threadIdx.x; -// for (int i = 0; i < numQueries; i++) { -// G4double queryEnergy = queryArray_d[i]; - -// // search through data points in thread's range -// for (int j = idx; j <= nEntries; j+= numThreads) { -// if (theData_d[j].energy > queryEnergy) { -// atomicMin(&resArray_d[i], j); -// break; -// } -// } - -// } - -// // slower, 13s for highest test (and seg fault too) -// // int start = blockIdx.x * queriesPerBlock; -// // int i = start; -// // do { -// // G4double queryEnergy = queryArray_d[i]; - -// // for (int j = idx; j < nEntries; j += numThreads) { -// // if (theData_d[j].energy > queryEnergy) { -// // atomicMin(&resArray_d[i], j); -// // break; -// // } -// // } -// // i = ++i % numQueries; -// // } while (i != start); -// } - -// /*********************************************** -// * Device Methods -// ***********************************************/ -// void G4ParticleHPVector_CUDA::SetInterpolationManager(G4InterpolationManager & aManager) { -// theManager = aManager; -// } -// void G4ParticleHPVector_CUDA::SetInterpolationManager(const G4InterpolationManager & aManager) { -// theManager = aManager; -// } - -// double getWallTime() { -// struct timeval time; -// gettimeofday(&time, NULL); -// return (double)time.tv_sec + (double)time.tv_usec * 0.000001; -// } - -// /*********************************************** -// * Host Methods -// ***********************************************/ -// void G4ParticleHPVector_CUDA::GetXsecList(G4double* energiesIn_xSecsOut, G4int numQueries, G4ParticleHPDataPoint* theData, G4int nEntries) { -// if (nEntries == 0) { -// for (int i = 0; i < numQueries; i++) { -// energiesIn_xSecsOut[i] = 0.0; -// } -// return; -// } - -// G4ParticleHPDataPoint * d_theData; -// G4double * d_energiesIn_xSecsOut; -// G4int * d_minIndices; - -// cudaMalloc((void**)&d_theData, sizeof(G4ParticleHPDataPoint) * nEntries); -// cudaMalloc((void**)&d_energiesIn_xSecsOut, sizeof(G4double) * numQueries); -// cudaMalloc((void**)&d_minIndices, sizeof(G4int) * numQueries); -// G4int *minIndices = (G4int*)malloc(numQueries * sizeof(G4int)); - -// cudaMemcpy(d_theData, theData, sizeof(G4ParticleHPDataPoint) * nEntries, cudaMemcpyHostToDevice); -// cudaMemcpy(d_energiesIn_xSecsOut, energiesIn_xSecsOut, sizeof(G4double) * numQueries, cudaMemcpyHostToDevice); - -// int queryBlocks = numQueries/THREADS_PER_BLOCK + (numQueries % THREADS_PER_BLOCK == 0 ? 0:1); -// int dataChunk = 1; -// int threadNum = nEntries/dataChunk; -// int arrayBlocks = threadNum/THREADS_PER_BLOCK + (threadNum % THREADS_PER_BLOCK == 0 ? 0:1); -// int queriesPerBlock = numQueries / arrayBlocks; - -// double a = getWallTime(); -// SetArrayTo <<< queryBlocks, THREADS_PER_BLOCK >>>(d_minIndices, numQueries, nEntries-1); -// findMinArray2 <<< arrayBlocks, THREADS_PER_BLOCK >>> (d_theData, d_energiesIn_xSecsOut, d_minIndices, threadNum, numQueries, nEntries); -// cudaDeviceSynchronize(); -// printf("Time (nEntries = %d, numQueries = %d): %f\n", nEntries, numQueries, getWallTime() - a); - -// cudaMemcpy(minIndices, d_minIndices, numQueries * sizeof(G4int), cudaMemcpyDeviceToHost); - -// for (int i = 0; i < numQueries; i++) { -// int minIndex = minIndices[i]; - -// G4int low = minIndex - 1; -// G4int high = minIndex; -// G4double e = energiesIn_xSecsOut[i]; - -// if (minIndex == 0) -// { -// low = 0; -// high = 1; -// } -// else if (minIndex == nEntries) -// { -// low = nEntries - 2; -// high = nEntries - 1; -// } - -// if (e < theData[nEntries-1].GetX()) -// { -// if (theData[high].GetX() != 0 -// && (std::abs((theData[high].GetX() - theData[low].GetX()) / theData[high].GetX()) < 0.000001)) -// { -// energiesIn_xSecsOut[i] = theData[low].GetY(); -// } -// else -// { -// energiesIn_xSecsOut[i] = -// theInt.Interpolate(theManager.GetScheme(high), e, -// theData[low].GetX(), theData[high].GetX(), -// theData[low].GetY(), theData[high].GetY()); -// } -// } -// else -// { -// energiesIn_xSecsOut[i] = theData[nEntries-1].GetY(); -// } -// } - -// cudaFree(d_theData); -// cudaFree(d_energiesIn_xSecsOut); -// cudaFree(d_minIndices); -// free(minIndices); -// } - - #include #include #include diff --git a/geant4.10.02/source/externals/cuda/tests/UnitTest_Times.csv b/geant4.10.02/source/externals/cuda/tests/UnitTest_Times.csv index 8bc20046..14a62311 100644 --- a/geant4.10.02/source/externals/cuda/tests/UnitTest_Times.csv +++ b/geant4.10.02/source/externals/cuda/tests/UnitTest_Times.csv @@ -1,42 +1,42 @@ Method Signature,Case Number,nEntries,Input,CPU Time,GPU Time -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),0,0,numQueries=10,2.86102e-06,1.21593e-05 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),0,0,numQueries=50,0,9.53674e-07 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),0,0,numQueries=100,0,9.53674e-07 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),0,0,numQueries=10,2.86102e-06,1.09673e-05 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),0,0,numQueries=50,0,0 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),0,0,numQueries=100,0,0 void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),0,0,numQueries=10000,5.00679e-05,4.05312e-06 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),0,0,numQueries=100000,0.000399113,4.69685e-05 -void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),1,,,0.000194073,0.000205994 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=10,8.82149e-06,0.235717 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=50,3.09944e-06,0.000490904 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=100,5.96046e-06,0.000483036 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=10000,0.000112057,0.000724077 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=100000,0.00107813,0.00242496 -void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),2,,,0.00434494,0.00358009 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=10,2.14577e-06,0.000539064 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=50,3.09944e-06,0.000510216 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=100,5.00679e-06,0.000524998 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=10000,0.000267029,0.000818014 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=100000,0.00190997,0.00355101 -void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),3,,,0.0300848,0.0260339 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=10,3.09944e-06,0.00067687 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=50,1.90735e-06,0.000547886 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=100,5.00679e-06,0.000576019 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=10000,0.00069499,0.00170112 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=100000,0.0020442,0.00536108 -void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),4,,,0.111284,0.105539 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=10,1.90735e-06,0.00473499 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=50,3.09944e-06,0.0117331 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=100,5.00679e-06,0.00339794 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=10000,0.000789881,0.00496721 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=100000,0.010371,0.026567 -void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),5,,,0.177023,0.168296 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=10,6.91414e-06,0.001302 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=50,2.86102e-06,0.00117707 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=100,5.96046e-06,0.00108314 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=10000,0.000967979,0.00359297 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=100000,0.0116479,0.0407698 -void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),6,,,0.524723,0.539415 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=10,1.90735e-06,0.00200987 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=50,1.90735e-06,0.00186896 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=100,5.00679e-06,0.001863 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=10000,0.000844955,0.00484085 -void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=100000,0.01231,0.0501089 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),0,0,numQueries=100000,0.000399113,4.98295e-05 +void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),1,,,0.000194073,0.000204086 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=10,8.82149e-06,0.202016 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=50,3.09944e-06,0.00048995 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=100,5.96046e-06,0.000468016 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=10000,0.000112057,0.000726223 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),1,80,numQueries=100000,0.00107813,0.0028441 +void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),2,,,0.00434494,0.00453401 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=10,2.14577e-06,0.000522137 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=50,3.09944e-06,0.000524044 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=100,5.00679e-06,0.00048089 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=10000,0.000267029,0.000844955 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),2,1509,numQueries=100000,0.00190997,0.00341988 +void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),3,,,0.0300848,0.027122 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=10,3.09944e-06,0.0007658 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=50,1.90735e-06,0.000494003 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=100,5.00679e-06,0.00051713 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=10000,0.00069499,0.00158 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),3,8045,numQueries=100000,0.0020442,0.00539708 +void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),4,,,0.111284,0.104905 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=10,1.90735e-06,0.000849009 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=50,3.09944e-06,0.000856876 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=100,5.00679e-06,0.00116515 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=10000,0.000789881,0.00551581 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),4,41854,numQueries=100000,0.010371,0.0222161 +void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),5,,,0.177023,0.165668 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=10,6.91414e-06,0.00151587 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=50,2.86102e-06,0.00114298 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=100,5.96046e-06,0.00108194 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=10000,0.000967979,0.00358415 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),5,98995,numQueries=100000,0.0116479,0.040226 +void Init(std::istream & aDataFile. G4int total. G4double ux=1.. G4double uy=1.),6,,,0.524723,0.568399 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=10,1.90735e-06,0.00199294 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=50,1.90735e-06,0.00188303 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=100,5.00679e-06,0.00190687 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=10000,0.000844955,0.00501609 +void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList. G4int length),6,242594,numQueries=100000,0.01231,0.052654 diff --git a/geant4.10.02/source/externals/cuda/tests/UnitTest_Times_GPU.txt b/geant4.10.02/source/externals/cuda/tests/UnitTest_Times_GPU.txt index 5b3ac783..69158422 100644 --- a/geant4.10.02/source/externals/cuda/tests/UnitTest_Times_GPU.txt +++ b/geant4.10.02/source/externals/cuda/tests/UnitTest_Times_GPU.txt @@ -2,96 +2,96 @@ !0!0 #void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList, G4int length)_0 @numQueries=10 -1.21593e-05 +1.09673e-05 @numQueries=50 -9.53674e-07 +0 @numQueries=100 -9.53674e-07 +0 @numQueries=10000 4.05312e-06 @numQueries=100000 -4.69685e-05 +4.98295e-05 #void Init(std::istream & aDataFile, G4int total, G4double ux=1., G4double uy=1.)_1 -0.000205994 +0.000204086 !1!80 #void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList, G4int length)_1 @numQueries=10 -0.235717 +0.202016 @numQueries=50 -0.000490904 +0.00048995 @numQueries=100 -0.000483036 +0.000468016 @numQueries=10000 -0.000724077 +0.000726223 @numQueries=100000 -0.00242496 +0.0028441 #void Init(std::istream & aDataFile, G4int total, G4double ux=1., G4double uy=1.)_2 -0.00358009 +0.00453401 !2!1509 #void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList, G4int length)_2 @numQueries=10 -0.000539064 +0.000522137 @numQueries=50 -0.000510216 +0.000524044 @numQueries=100 -0.000524998 +0.00048089 @numQueries=10000 -0.000818014 +0.000844955 @numQueries=100000 -0.00355101 +0.00341988 #void Init(std::istream & aDataFile, G4int total, G4double ux=1., G4double uy=1.)_3 -0.0260339 +0.027122 !3!8045 #void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList, G4int length)_3 @numQueries=10 -0.00067687 +0.0007658 @numQueries=50 -0.000547886 +0.000494003 @numQueries=100 -0.000576019 +0.00051713 @numQueries=10000 -0.00170112 +0.00158 @numQueries=100000 -0.00536108 +0.00539708 #void Init(std::istream & aDataFile, G4int total, G4double ux=1., G4double uy=1.)_4 -0.105539 +0.104905 !4!41854 #void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList, G4int length)_4 @numQueries=10 -0.00473499 +0.000849009 @numQueries=50 -0.0117331 +0.000856876 @numQueries=100 -0.00339794 +0.00116515 @numQueries=10000 -0.00496721 +0.00551581 @numQueries=100000 -0.026567 +0.0222161 #void Init(std::istream & aDataFile, G4int total, G4double ux=1., G4double uy=1.)_5 -0.168296 +0.165668 !5!98995 #void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList, G4int length)_5 @numQueries=10 -0.001302 +0.00151587 @numQueries=50 -0.00117707 +0.00114298 @numQueries=100 -0.00108314 +0.00108194 @numQueries=10000 -0.00359297 +0.00358415 @numQueries=100000 -0.0407698 +0.040226 #void Init(std::istream & aDataFile, G4int total, G4double ux=1., G4double uy=1.)_6 -0.539415 +0.568399 !6!242594 #void G4ParticleHPVector_CUDA::GetXsecBuffer(G4double * queryList, G4int length)_6 @numQueries=10 -0.00200987 +0.00199294 @numQueries=50 -0.00186896 +0.00188303 @numQueries=100 -0.001863 +0.00190687 @numQueries=10000 -0.00484085 +0.00501609 @numQueries=100000 -0.0501089 +0.052654 diff --git a/geant4.10.02/source/processes/hadronic/models/particle_hp/sources.cmake b/geant4.10.02/source/processes/hadronic/models/particle_hp/sources.cmake index 98806c2e..532c1af6 100644 --- a/geant4.10.02/source/processes/hadronic/models/particle_hp/sources.cmake +++ b/geant4.10.02/source/processes/hadronic/models/particle_hp/sources.cmake @@ -19,16 +19,8 @@ include_directories(${CLHEP_INCLUDE_DIRS}) include_directories(${ZLIB_INCLUDE_DIRS}) -# NOTE ABOUT CUDA LIBRARY --------------------------------- -# the variabla ${G4CUDA_INCLUDE_DIRS} is correctly set in -# cmake/modules/Geant4OptionalComponents.cmake, but including it -# here it can't be found, so for now we're explicitly including it -# via its full path in the G4ParticleVector.hh file -# TODO: set a macro w/ its location in the .hh file so it's a bit better if (GEANT4_ENABLE_CUDA) - message(STATUS "Setting cuda libraries if enabled...") - set(G4CUDA_LIBRARIES_IF_ENABLED, ${G4CUDA_LIBRARIES}) - message(STATUS "G4Cuda_libraries = '${G4CUDA_LIBRARIES}'") + set(G4CUDA_LIBRARIES_IF_ENABLED ${G4CUDA_LIBRARIES}) endif() # List internal includes needed. @@ -467,7 +459,7 @@ GEANT4_DEFINE_MODULE(NAME G4had_par_hp G4track LINK_LIBRARIES ${ZLIB_LIBRARIES} - ${G4CUDA_LIBRARIES} + ${G4CUDA_LIBRARIES_IF_ENABLED} ) # List any source specific properties here From 450aeb45a04cacba83fec6eab3a77f472723606c Mon Sep 17 00:00:00 2001 From: Stuart Douglas Date: Thu, 14 Apr 2016 14:49:01 -0400 Subject: [PATCH 2/2] minor updates to presentation --- .../FinalPresentation/Presentation.pdf | Bin 189965 -> 261202 bytes .../FinalPresentation/Presentation.tex | 67 ++++++++++++------ .../models/particle_hp/CMakeLists.txt | 6 +- 3 files changed, 48 insertions(+), 25 deletions(-) diff --git a/Documentation/FinalPresentation/Presentation.pdf b/Documentation/FinalPresentation/Presentation.pdf index 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zB0nf(BB|2i8*`#vuuNhajkUt^JAOO0$ak8(K_yKqWQGNYaW<@X`Lqdmt>zj(?>WbaS zH=_rzpx>>>>>> d58a86955ef97fecb9c25abda474d33038b8f10f \end{frame} \begin{frame} @@ -214,6 +211,13 @@ \subsection{Impl. 1: Existing Module in GPU Memory} \end{itemize} \end{frame} +\begin{frame} +\frametitle{Demonstration} +\begin{center} +\emph{Hadr04 with Visualization} +\end{center} +\end{frame} + \subsubsection{Implementation of Select Methods on GPU} \begin{frame} \frametitle{Impl. 1 -- \texttt{Times}} @@ -250,10 +254,20 @@ \subsubsection{Impl. 1: Performance} \begin{frame} \frametitle{Impl. 1: Performance Results -- \texttt{GetXSec}} +\begin{figure} +\centering +\includegraphics[width=0.8\textwidth]{images/getxsec_e_line.png} +\caption{Runtime vs. Number of Data Points -- \texttt{GetXSec}} +\end{figure} \end{frame} \begin{frame} \frametitle{Impl. 1: Performance Results -- \texttt{SampleLin}} +\begin{figure} +\centering +\includegraphics[width=0.8\textwidth]{images/samplelin_line.png} +\caption{Runtime vs. Number of Data Points -- \texttt{SampleLin}} +\end{figure} \end{frame} \begin{frame} @@ -262,6 +276,9 @@ \subsubsection{Impl. 1: Performance} \begin{frame} \frametitle{Impl. 1: Performance Discussion} +\begin{itemize} +\item Simple ``getters'' and ``setters'' now +\end{itemize} \end{frame} @@ -271,25 +288,22 @@ \subsection{Impl. 2: Add New GPU-Accelerated Methods to Interface} Add new methods to \texttt{G4ParticleHPVector} interface that are well-suited to parallelism\\~\\ \textbf{Pros:} -%\begin{block}{Pros:} \begin{itemize} \pro Only methods that run faster on the GPU are implemented \pro Not forced to run methods that run slowly on GPU \end{itemize} -%\end{block} + \textbf{Cons:} -%\begin{block}{Cons:} \begin{itemize} \con Will have to maintain two copies of the vector \con More copying the vector to and from the GPU \end{itemize} -%\end{block} \end{frame} \begin{frame} \frametitle{Impl. 2: \texttt{GetXSecList}} \begin{itemize} -\item Fill an array of energies we want to get xSec values for +\item Fill an array of energies for which we want to cross section values \item Send the array to the GPU to work on \item Each thread work on its own query(s) \end{itemize} @@ -351,7 +365,7 @@ \subsection{Accuracy / Testing} \item Testing framework based on two phases, one program for each phase \begin{enumerate} \item \texttt{GenerateTestResults:} Run unit tests and save results to file -\item \texttt{AnalyzeTestResults:} Compare results files from CPU and GPU runs +\item \texttt{AnalyzeTestResults:} Compare results from CPU and GPU \end{enumerate} \item Run \texttt{GenerateTestResults} once for GPU acceleration enabled, once with it disabled \end{itemize} @@ -377,6 +391,13 @@ \subsection{Accuracy / Testing} \end{block} \end{frame} +\begin{frame} +\frametitle{Demonstration} +\begin{center} +\emph{Demonstration -- Generating Test Results} +\end{center} +\end{frame} + \begin{frame} \frametitle{\texttt{AnalyzeTestResults} Details} Two main functions: @@ -397,7 +418,7 @@ \subsection{Accuracy / Testing} \begin{frame} \frametitle{Demonstration} \begin{center} -\emph{Demonstration of Generating and Analyzing Test Results} +\emph{Demonstration -- Analyzing Test Results} \end{center} \end{frame} diff --git a/geant4.10.02/source/processes/hadronic/models/particle_hp/CMakeLists.txt b/geant4.10.02/source/processes/hadronic/models/particle_hp/CMakeLists.txt index 85a3797e..96b90708 100644 --- a/geant4.10.02/source/processes/hadronic/models/particle_hp/CMakeLists.txt +++ b/geant4.10.02/source/processes/hadronic/models/particle_hp/CMakeLists.txt @@ -18,9 +18,11 @@ endif() set(ENABLE_CUDA 0) if(GEANT4_ENABLE_CUDA) - set(ENABLE_CUDA 1) + set(ENABLE_CUDA 1) message(STATUS "CUDA Acceleration ENABLED") - add_definitions(-DGEANT4_ENABLE_CUDA=ON) + #add_definitions(-DGEANT4_ENABLE_CUDA=ON) +else() + message(STATUS "CUDA Acceleration DISABLED") endif() configure_file("${PROJECT_SOURCE_DIR}/source/externals/cuda/include/G4ParticleHPVector.hh" "${PROJECT_SOURCE_DIR}/source/processes/hadronic/models/particle_hp/include/G4ParticleHPVector.hh") \ No newline at end of file