diff --git a/CIS565_PROJ_2/CIS565_PROJ_2.sdf b/CIS565_PROJ_2/CIS565_PROJ_2.sdf
new file mode 100644
index 0000000..8b80519
Binary files /dev/null and b/CIS565_PROJ_2/CIS565_PROJ_2.sdf differ
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2.sln b/CIS565_PROJ_2/CIS565_PROJ_2.sln
new file mode 100644
index 0000000..7efb84b
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2.sln
@@ -0,0 +1,26 @@
+
+Microsoft Visual Studio Solution File, Format Version 11.00
+# Visual Studio 2010
+Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "CIS565_PROJ_2", "CIS565_PROJ_2\CIS565_PROJ_2.vcxproj", "{ED551D07-05B0-4411-9B08-EA2B28F66840}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|Win32 = Debug|Win32
+		Debug|x64 = Debug|x64
+		Release|Win32 = Release|Win32
+		Release|x64 = Release|x64
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{ED551D07-05B0-4411-9B08-EA2B28F66840}.Debug|Win32.ActiveCfg = Debug|Win32
+		{ED551D07-05B0-4411-9B08-EA2B28F66840}.Debug|Win32.Build.0 = Debug|Win32
+		{ED551D07-05B0-4411-9B08-EA2B28F66840}.Debug|x64.ActiveCfg = Debug|x64
+		{ED551D07-05B0-4411-9B08-EA2B28F66840}.Debug|x64.Build.0 = Debug|x64
+		{ED551D07-05B0-4411-9B08-EA2B28F66840}.Release|Win32.ActiveCfg = Release|Win32
+		{ED551D07-05B0-4411-9B08-EA2B28F66840}.Release|Win32.Build.0 = Release|Win32
+		{ED551D07-05B0-4411-9B08-EA2B28F66840}.Release|x64.ActiveCfg = Release|x64
+		{ED551D07-05B0-4411-9B08-EA2B28F66840}.Release|x64.Build.0 = Release|x64
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
+EndGlobal
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2.suo b/CIS565_PROJ_2/CIS565_PROJ_2.suo
new file mode 100644
index 0000000..e84c585
Binary files /dev/null and b/CIS565_PROJ_2/CIS565_PROJ_2.suo differ
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/CIS565_PROJ_2.vcxproj b/CIS565_PROJ_2/CIS565_PROJ_2/CIS565_PROJ_2.vcxproj
new file mode 100644
index 0000000..e45e5a0
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/CIS565_PROJ_2.vcxproj
@@ -0,0 +1,164 @@
+<?xml version="1.0" encoding="utf-8"?>
+<Project DefaultTargets="Build" ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <ItemGroup Label="ProjectConfigurations">
+    <ProjectConfiguration Include="Debug|Win32">
+      <Configuration>Debug</Configuration>
+      <Platform>Win32</Platform>
+    </ProjectConfiguration>
+    <ProjectConfiguration Include="Debug|x64">
+      <Configuration>Debug</Configuration>
+      <Platform>x64</Platform>
+    </ProjectConfiguration>
+    <ProjectConfiguration Include="Release|Win32">
+      <Configuration>Release</Configuration>
+      <Platform>Win32</Platform>
+    </ProjectConfiguration>
+    <ProjectConfiguration Include="Release|x64">
+      <Configuration>Release</Configuration>
+      <Platform>x64</Platform>
+    </ProjectConfiguration>
+  </ItemGroup>
+  <PropertyGroup Label="Globals">
+    <ProjectGuid>{ED551D07-05B0-4411-9B08-EA2B28F66840}</ProjectGuid>
+    <RootNamespace>CIS565_PROJ_2</RootNamespace>
+  </PropertyGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.Default.props" />
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'" Label="Configuration">
+    <ConfigurationType>Application</ConfigurationType>
+    <UseDebugLibraries>true</UseDebugLibraries>
+    <CharacterSet>MultiByte</CharacterSet>
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|x64'" Label="Configuration">
+    <ConfigurationType>Application</ConfigurationType>
+    <UseDebugLibraries>true</UseDebugLibraries>
+    <CharacterSet>MultiByte</CharacterSet>
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|Win32'" Label="Configuration">
+    <ConfigurationType>Application</ConfigurationType>
+    <UseDebugLibraries>false</UseDebugLibraries>
+    <WholeProgramOptimization>true</WholeProgramOptimization>
+    <CharacterSet>MultiByte</CharacterSet>
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|x64'" Label="Configuration">
+    <ConfigurationType>Application</ConfigurationType>
+    <UseDebugLibraries>false</UseDebugLibraries>
+    <WholeProgramOptimization>true</WholeProgramOptimization>
+    <CharacterSet>MultiByte</CharacterSet>
+  </PropertyGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" />
+  <ImportGroup Label="ExtensionSettings">
+    <Import Project="$(VCTargetsPath)\BuildCustomizations\CUDA 6.5.props" />
+  </ImportGroup>
+  <ImportGroup Label="PropertySheets" Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
+    <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" />
+  </ImportGroup>
+  <ImportGroup Label="PropertySheets" Condition="'$(Configuration)|$(Platform)'=='Debug|x64'">
+    <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" />
+  </ImportGroup>
+  <ImportGroup Label="PropertySheets" Condition="'$(Configuration)|$(Platform)'=='Release|Win32'">
+    <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" />
+  </ImportGroup>
+  <ImportGroup Label="PropertySheets" Condition="'$(Configuration)|$(Platform)'=='Release|x64'">
+    <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" />
+  </ImportGroup>
+  <PropertyGroup Label="UserMacros" />
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
+    <LinkIncremental>true</LinkIncremental>
+    <EmbedManifest>false</EmbedManifest>
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|x64'">
+    <LinkIncremental>true</LinkIncremental>
+  </PropertyGroup>
+  <ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
+    <ClCompile>
+      <WarningLevel>Level3</WarningLevel>
+      <Optimization>Disabled</Optimization>
+      <PreprocessorDefinitions>WIN32;_DEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
+    </ClCompile>
+    <Link>
+      <GenerateDebugInformation>true</GenerateDebugInformation>
+      <SubSystem>Console</SubSystem>
+      <AdditionalDependencies>cudart.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
+    </Link>
+    <PostBuildEvent>
+      <Command>echo copy "$(CudaToolkitBinDir)\cudart*.dll" "$(OutDir)"
+copy "$(CudaToolkitBinDir)\cudart*.dll" "$(OutDir)"</Command>
+    </PostBuildEvent>
+  </ItemDefinitionGroup>
+  <ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Debug|x64'">
+    <ClCompile>
+      <WarningLevel>Level3</WarningLevel>
+      <Optimization>Disabled</Optimization>
+      <PreprocessorDefinitions>WIN32;WIN64;_DEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
+    </ClCompile>
+    <Link>
+      <GenerateDebugInformation>true</GenerateDebugInformation>
+      <SubSystem>Console</SubSystem>
+      <AdditionalDependencies>cudart.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
+    </Link>
+    <PostBuildEvent>
+      <Command>echo copy "$(CudaToolkitBinDir)\cudart*.dll" "$(OutDir)"
+copy "$(CudaToolkitBinDir)\cudart*.dll" "$(OutDir)"</Command>
+    </PostBuildEvent>
+    <CudaCompile>
+      <TargetMachinePlatform>64</TargetMachinePlatform>
+    </CudaCompile>
+  </ItemDefinitionGroup>
+  <ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Release|Win32'">
+    <ClCompile>
+      <WarningLevel>Level3</WarningLevel>
+      <Optimization>MaxSpeed</Optimization>
+      <FunctionLevelLinking>true</FunctionLevelLinking>
+      <IntrinsicFunctions>true</IntrinsicFunctions>
+      <PreprocessorDefinitions>WIN32;NDEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
+    </ClCompile>
+    <Link>
+      <GenerateDebugInformation>true</GenerateDebugInformation>
+      <EnableCOMDATFolding>true</EnableCOMDATFolding>
+      <OptimizeReferences>true</OptimizeReferences>
+      <SubSystem>Console</SubSystem>
+      <AdditionalDependencies>cudart.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
+    </Link>
+    <PostBuildEvent>
+      <Command>echo copy "$(CudaToolkitBinDir)\cudart*.dll" "$(OutDir)"
+copy "$(CudaToolkitBinDir)\cudart*.dll" "$(OutDir)"</Command>
+    </PostBuildEvent>
+  </ItemDefinitionGroup>
+  <ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Release|x64'">
+    <ClCompile>
+      <WarningLevel>Level3</WarningLevel>
+      <Optimization>MaxSpeed</Optimization>
+      <FunctionLevelLinking>true</FunctionLevelLinking>
+      <IntrinsicFunctions>true</IntrinsicFunctions>
+      <PreprocessorDefinitions>WIN32;WIN64;NDEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
+    </ClCompile>
+    <Link>
+      <GenerateDebugInformation>true</GenerateDebugInformation>
+      <EnableCOMDATFolding>true</EnableCOMDATFolding>
+      <OptimizeReferences>true</OptimizeReferences>
+      <SubSystem>Console</SubSystem>
+      <AdditionalDependencies>cudart.lib;kernel32.lib;user32.lib;gdi32.lib;winspool.lib;comdlg32.lib;advapi32.lib;shell32.lib;ole32.lib;oleaut32.lib;uuid.lib;odbc32.lib;odbccp32.lib;%(AdditionalDependencies)</AdditionalDependencies>
+    </Link>
+    <PostBuildEvent>
+      <Command>echo copy "$(CudaToolkitBinDir)\cudart*.dll" "$(OutDir)"
+copy "$(CudaToolkitBinDir)\cudart*.dll" "$(OutDir)"</Command>
+    </PostBuildEvent>
+    <CudaCompile>
+      <TargetMachinePlatform>64</TargetMachinePlatform>
+    </CudaCompile>
+  </ItemDefinitionGroup>
+  <ItemGroup>
+    <CudaCompile Include="kernel.cu" />
+  </ItemGroup>
+  <ItemGroup>
+    <ClInclude Include="kernel.h" />
+    <ClInclude Include="main.h" />
+  </ItemGroup>
+  <ItemGroup>
+    <ClCompile Include="main.cpp" />
+  </ItemGroup>
+  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
+  <ImportGroup Label="ExtensionTargets">
+    <Import Project="$(VCTargetsPath)\BuildCustomizations\CUDA 6.5.targets" />
+  </ImportGroup>
+</Project>
\ No newline at end of file
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/CIS565_PROJ_2.vcxproj.user b/CIS565_PROJ_2/CIS565_PROJ_2/CIS565_PROJ_2.vcxproj.user
new file mode 100644
index 0000000..4617b4c
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/CIS565_PROJ_2.vcxproj.user
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="utf-8"?>
+<Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|Win32'">
+    <LocalDebuggerCommandArguments>100000</LocalDebuggerCommandArguments>
+    <DebuggerFlavor>WindowsLocalDebugger</DebuggerFlavor>
+  </PropertyGroup>
+</Project>
\ No newline at end of file
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.Build.CppClean.log b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.Build.CppClean.log
new file mode 100644
index 0000000..80e1143
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.Build.CppClean.log
@@ -0,0 +1,8 @@
+c:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\Debug\CIS565_PROJ_2.exe.intermediate.manifest
+c:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\Debug\CIS565_PROJ_2.write.1.tlog
+c:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\Debug\kernel.cu.cache
+c:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\Debug\kernel.cu.obj
+c:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\Debug\link.command.1.tlog
+c:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\Debug\link.read.1.tlog
+c:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\Debug\link.write.1.tlog
+c:\users\asus\documents\visual studio 2010\Projects\CIS565_PROJ_2\Debug\CIS565_PROJ_2.pdb
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.exe.intermediate.manifest b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.exe.intermediate.manifest
new file mode 100644
index 0000000..ecea6f7
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.exe.intermediate.manifest
@@ -0,0 +1,10 @@
+<?xml version='1.0' encoding='UTF-8' standalone='yes'?>
+<assembly xmlns='urn:schemas-microsoft-com:asm.v1' manifestVersion='1.0'>
+  <trustInfo xmlns="urn:schemas-microsoft-com:asm.v3">
+    <security>
+      <requestedPrivileges>
+        <requestedExecutionLevel level='asInvoker' uiAccess='false' />
+      </requestedPrivileges>
+    </security>
+  </trustInfo>
+</assembly>
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.lastbuildstate b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.lastbuildstate
new file mode 100644
index 0000000..5638ec9
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.lastbuildstate
@@ -0,0 +1,2 @@
+#v4.0:v100
+Debug|Win32|C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\|
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.log b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.log
new file mode 100644
index 0000000..1b968d6
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.log
@@ -0,0 +1,115 @@
+生成启动时间为 2014/9/28 22:17:12。
+     1>项目“C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\CIS565_PROJ_2.vcxproj”在节点 2 上(build 个目标)。
+     1>InitializeBuildStatus:
+         正在创建“Debug\CIS565_PROJ_2.unsuccessfulbuild”，因为已指定“AlwaysCreate”。
+       AddCudaCompileDeps:
+         D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\bin\cl.exe /E /nologo /showIncludes /TP /D__CUDACC__ /DWIN32 /D_DEBUG /D_CONSOLE /D_MBCS /I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\include" /I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\bin" /I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\include" /I. /FIcuda_runtime.h /c "C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\kernel.cu" 
+       AddCudaCompilePropsDeps:
+       正在跳过目标“AddCudaCompilePropsDeps”，因为所有输出文件相对于输入文件而言都是最新的。
+       CudaBuild:
+         Compiling CUDA source file kernel.cu...
+         cmd.exe /C "C:\Users\ASUS\AppData\Local\Temp\tmp71b1b521cf0943a091759a29b82e9633.cmd"
+         "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\bin\nvcc.exe" -gencode=arch=compute_20,code=\"sm_20,compute_20\" --use-local-env --cl-version 2010 -ccbin "D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\bin"  -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\include" -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\include"  -G   --keep-dir Debug -maxrregcount=0  --machine 32 --compile -cudart static  -g   -DWIN32 -D_DEBUG -D_CONSOLE -D_MBCS -Xcompiler "/EHsc /W3 /nologo /Od /Zi /RTC1 /MDd  " -o Debug\kernel.cu.obj "C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\kernel.cu"
+         
+         C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2>"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\bin\nvcc.exe" -gencode=arch=compute_20,code=\"sm_20,compute_20\" --use-local-env --cl-version 2010 -ccbin "D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\bin"  -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\include" -I"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\include"  -G   --keep-dir Debug -maxrregcount=0  --machine 32 --compile -cudart static  -g   -DWIN32 -D_DEBUG -D_CONSOLE -D_MBCS -Xcompiler "/EHsc /W3 /nologo /Od /Zi /RTC1 /MDd  " -o Debug\kernel.cu.obj "C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\kernel.cu" 
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(853): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(1820): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(2700): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(3633): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(4541): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(5447): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(6341): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(7191): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions.h(783): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions.h(1659): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\sm_13_double_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>C:/Users/ASUS/documents/visual studio 2010/Projects/CIS565_PROJ_2/CIS565_PROJ_2/kernel.cu(170): warning : variable "cudaStatus" was set but never used
+         
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(853): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(1820): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(2700): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(3633): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(4541): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(5447): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(6341): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(7191): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(853): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(1820): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(2700): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(3633): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(4541): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(5447): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(6341): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(7191): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(948): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(1984): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(2932): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(3882): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(4853): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(5899): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(6842): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(7786): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(8712): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(9705): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions_decls.h(10766): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions.h(783): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions.h(1659): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\sm_13_double_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(853): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(1820): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(2700): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(3633): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(4541): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(5447): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(6341): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(7191): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions.h(783): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_functions.h(1659): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\sm_13_double_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>C:/Users/ASUS/documents/visual studio 2010/Projects/CIS565_PROJ_2/CIS565_PROJ_2/kernel.cu(170): warning : variable "cudaStatus" was set but never used
+         
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h : warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(853): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(1820): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(2700): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(3633): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(4541): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(5447): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(6341): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+     1>c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\math_functions.h(7191): warning C4819: 该文件包含不能在当前代码页(936)中表示的字符。请将该文件保存为 Unicode 格式以防止数据丢失
+         kernel.cu
+     1>C:/Users/ASUS/documents/visual studio 2010/Projects/CIS565_PROJ_2/CIS565_PROJ_2/kernel.cu(33): warning C4244: “初始化”: 从“float”转换到“int”，可能丢失数据
+     1>C:/Users/ASUS/documents/visual studio 2010/Projects/CIS565_PROJ_2/CIS565_PROJ_2/kernel.cu(99): warning C4244: “初始化”: 从“float”转换到“int”，可能丢失数据
+     1>C:/Users/ASUS/documents/visual studio 2010/Projects/CIS565_PROJ_2/CIS565_PROJ_2/kernel.cu(120): warning C4244: “初始化”: 从“float”转换到“int”，可能丢失数据
+       ClCompile:
+         所有输出均为最新。
+       Link:
+         D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\bin\link.exe /ERRORREPORT:PROMPT /OUT:"C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\Debug\CIS565_PROJ_2.exe" /INCREMENTAL /NOLOGO /LIBPATH:"C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\lib\Win32" cudart.lib kernel32.lib user32.lib gdi32.lib winspool.lib comdlg32.lib advapi32.lib shell32.lib ole32.lib oleaut32.lib uuid.lib odbc32.lib odbccp32.lib kernel32.lib user32.lib gdi32.lib winspool.lib comdlg32.lib advapi32.lib shell32.lib ole32.lib oleaut32.lib uuid.lib odbc32.lib odbccp32.lib /MANIFEST /ManifestFile:"Debug\CIS565_PROJ_2.exe.intermediate.manifest" /MANIFESTUAC:"level='asInvoker' uiAccess='false'" /DEBUG /PDB:"C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\Debug\CIS565_PROJ_2.pdb" /SUBSYSTEM:CONSOLE /TLBID:1 /DYNAMICBASE /NXCOMPAT /IMPLIB:"C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\Debug\CIS565_PROJ_2.lib" /MACHINE:X86 Debug\kernel.cu.obj
+         Debug\main.obj
+         CIS565_PROJ_2.vcxproj -> C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\Debug\CIS565_PROJ_2.exe
+       Manifest:
+         C:\Program Files (x86)\Microsoft SDKs\Windows\v7.0A\bin\mt.exe /nologo /verbose /out:"C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\Debug\CIS565_PROJ_2.exe.manifest" /manifest Debug\CIS565_PROJ_2.exe.intermediate.manifest
+       PostBuildEvent:
+         echo copy "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\bin\cudart*.dll" "C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\Debug\"
+         copy "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\bin\cudart*.dll" "C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\Debug\"
+         :VCEnd
+         copy "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\bin\cudart*.dll" "C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\Debug\"
+         C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\bin\cudart32_65.dll
+         C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\bin\cudart64_65.dll
+         已复制         2 个文件。
+       FinalizeBuildStatus:
+         正在删除文件“Debug\CIS565_PROJ_2.unsuccessfulbuild”。
+         正在对“Debug\CIS565_PROJ_2.lastbuildstate”执行 Touch 任务。
+     1>已完成生成项目“C:\Users\ASUS\documents\visual studio 2010\Projects\CIS565_PROJ_2\CIS565_PROJ_2\CIS565_PROJ_2.vcxproj”(build 个目标)的操作。
+
+生成成功。
+
+已用时间 00:00:22.67
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.vcxprojResolveAssemblyReference.cache b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.vcxprojResolveAssemblyReference.cache
new file mode 100644
index 0000000..1a52c1a
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diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.write.1.tlog b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CIS565_PROJ_2.write.1.tlog
new file mode 100644
index 0000000..e69de29
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CL.read.1.tlog b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CL.read.1.tlog
new file mode 100644
index 0000000..e8939f8
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diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CL.write.1.tlog b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CL.write.1.tlog
new file mode 100644
index 0000000..fcd510e
Binary files /dev/null and b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/CL.write.1.tlog differ
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/cl.command.1.tlog b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/cl.command.1.tlog
new file mode 100644
index 0000000..a12bede
Binary files /dev/null and b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/cl.command.1.tlog differ
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/kernel.cu.cache b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/kernel.cu.cache
new file mode 100644
index 0000000..956fa4d
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/kernel.cu.cache
@@ -0,0 +1,49 @@
+Identity=kernel.cu
+AdditionalCompilerOptions=
+AdditionalCompilerOptions=
+AdditionalDependencies=
+AdditionalDeps=
+AdditionalLibraryDirectories=
+AdditionalOptions=
+AdditionalOptions=
+CInterleavedPTX=false
+CodeGeneration=compute_20,sm_20
+CodeGeneration=compute_20,sm_20
+CompileOut=Debug\kernel.cu.obj
+CudaRuntime=Static
+CudaToolkitCustomDir=
+Defines=;WIN32;_DEBUG;_CONSOLE;_MBCS;
+Emulation=false
+FastMath=false
+GenerateLineInfo=false
+GenerateRelocatableDeviceCode=false
+GPUDebugInfo=true
+GPUDebugInfo=true
+HostDebugInfo=true
+Include=;;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\include
+Inputs=
+Keep=false
+KeepDir=Debug
+LinkOut=
+MaxRegCount=0
+NvccCompilation=compile
+NvccPath=
+Optimization=Od
+Optimization=Od
+PerformDeviceLink=
+PtxAsOptionV=false
+RequiredIncludes=
+Runtime=MDd
+Runtime=MDd
+RuntimeChecks=RTC1
+RuntimeChecks=RTC1
+TargetMachinePlatform=32
+TargetMachinePlatform=32
+TypeInfo=
+TypeInfo=
+UseHostDefines=true
+UseHostInclude=true
+UseHostLibraryDependencies=
+UseHostLibraryDirectories=
+Warning=W3
+Warning=W3
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/Debug/kernel.cu.deps b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/kernel.cu.deps
new file mode 100644
index 0000000..74e54db
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/Debug/kernel.cu.deps
@@ -0,0 +1,936 @@
+C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v6.5\include\cuda_runtime.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\host_config.h
+D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\include\crtdefs.h
+D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\include\sal.h
+d:\program files (x86)\microsoft visual studio 10.0\vc\include\codeanalysis\sourceannotations.h
+D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\include\vadefs.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\builtin_types.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\device_types.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\host_defines.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\driver_types.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\host_defines.h
+D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\include\limits.h
+D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\include\crtdefs.h
+D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\include\stddef.h
+D:\Program Files (x86)\Microsoft Visual Studio 10.0\VC\include\crtdefs.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\surface_types.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\driver_types.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\texture_types.h
+c:\program files\nvidia gpu computing toolkit\cuda\v6.5\include\driver_types.h
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diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/input.txt.txt b/CIS565_PROJ_2/CIS565_PROJ_2/input.txt.txt
new file mode 100644
index 0000000..483fb82
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/input.txt.txt
@@ -0,0 +1 @@
+100000
\ No newline at end of file
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/kernel.cu b/CIS565_PROJ_2/CIS565_PROJ_2/kernel.cu
new file mode 100644
index 0000000..0fafb45
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/kernel.cu
@@ -0,0 +1,206 @@
+#include "kernel.h"
+#include "main.h"
+#include <cmath>
+#include <time.h> 
+#include <thrust/copy.h>
+
+__global__ void copy(const int *a, int *b, int length)
+{
+	int i = threadIdx.x+ (blockIdx.x * blockDim.x);
+	if(i<length){
+		b[i] = a[i];
+	}
+}
+
+__global__ void scan(int *b, int d)
+{
+    int k = threadIdx.x+ (blockIdx.x * blockDim.x);
+	int d2 = pow(2.0f,d-1);
+
+    if(k>=d2)
+		b[k] = b[k-d2] + b[k];
+}
+
+
+
+void prefix_sum(const int *a, int *b, int length)
+{
+	if(length<1)
+		return;
+
+	copy<<<length/BLOCK_SIZE, BLOCK_SIZE>>>(a,b,length);
+	cudaDeviceSynchronize();
+	int t= log((float)length)/log(2.0f)+1;
+	for (int d =1 ;d<=t;d++){
+		scan<<<length/BLOCK_SIZE, BLOCK_SIZE>>>(b,d);
+		cudaDeviceSynchronize();
+	}
+}
+
+__global__ void shared_scan_1block(int *b,int t)
+{
+    int k = threadIdx.x;
+	int d2;
+	__shared__ int bs[BLOCK_SIZE];
+
+	if(k<BLOCK_SIZE)
+		bs[k] = b[k];
+
+	__syncthreads();
+	for (int d =1 ;d<=t;d++){
+		d2 = pow(2.0f,d-1);
+		if(k>=d2)
+			bs[k] = bs[k-d2] + bs[k];
+		__syncthreads();
+	}
+
+	if(k<BLOCK_SIZE)
+		b[k] = bs[k];
+}
+
+__global__ void shared_scan(int *b,int t)
+{
+    int k = threadIdx.x;
+	int d2;
+	__shared__ int bs[BLOCK_SIZE];
+	__shared__ int tempSum;
+	tempSum = 0;
+
+	for(int i=0;i<=blockIdx.x;i++){
+		int index = threadIdx.x+ (blockIdx.x * blockDim.x);
+		if(k==0)
+			bs[k] = b[index]+tempSum;
+		else
+			bs[k] = b[index];
+
+		__syncthreads();
+		for (int d =1 ;d<=t;d++){
+			d2 = pow(2.0f,d-1);
+			if(k>=d2)
+				bs[k] = bs[k-d2] + bs[k];
+			__syncthreads();
+		}
+
+		if(i==blockIdx.x)
+			b[index] = bs[k];
+
+		if(k == BLOCK_SIZE-1)
+			tempSum = bs[k];
+
+	}
+}
+
+void prefix_sum_shared(const int *a, int *b, int length)
+{
+	if(length<1)
+		return;
+
+	copy<<<length/BLOCK_SIZE, BLOCK_SIZE>>>(a,b,length);
+	int t= log((float)length)/log(2.0f)+1;
+	if(length<=BLOCK_SIZE)
+		shared_scan_1block<<<1, length>>>(b,t);
+	else
+		shared_scan<<<length/BLOCK_SIZE, BLOCK_SIZE>>>(b,t);
+}
+
+__global__ void transform_to_boolean(const int *a, int *b, int length)
+{
+	int i = threadIdx.x+ (blockIdx.x * blockDim.x);
+	if(i<length){
+		b[i] = a[i]>0? 1:0;
+	}
+}
+
+void scatter(const int *a, int *b, int length)
+{
+	if(length<1)
+		return;
+
+	transform_to_boolean<<<length/BLOCK_SIZE, BLOCK_SIZE>>>(a,b,length);
+	int t= log((float)length)/log(2.0f)+1;
+	if(length<=BLOCK_SIZE)
+		shared_scan_1block<<<1, length>>>(b,t);
+	else
+		shared_scan<<<length/BLOCK_SIZE, BLOCK_SIZE>>>(b,t);
+}
+
+__global__ void compact(const int *a,int *temp, int *b, int length)
+{
+	int i = threadIdx.x+ (blockIdx.x * blockDim.x);
+	if(i<length){
+		if(a[i]!=0)
+			b[temp[i]-1]=a[i];
+	}
+}
+
+void stream_compact(const int *a, int *b, int length)
+{
+	int *temp = 0;
+	cudaMalloc((void**)&temp, length * sizeof(int));
+	scatter(a, temp,length);
+	compact<<<length/BLOCK_SIZE, BLOCK_SIZE>>>(a,temp,b,length);
+}
+
+struct is_zero
+{
+   __host__ __device__
+   bool operator()(const int x)
+   {
+     return x != 0;
+   }
+};
+
+
+int main(int argc, char** argv)
+{
+	int size = 0;
+	size = atoi(argv[1]); 
+	int *a = new int[size];
+	//size = 10;
+	//int a[] = {0,0,3,4,0,6,6,7,0,1};
+	int *b = new int[size];
+	for(int i=0;i<size;i++)
+		a[i] = 1;
+	
+	//clock_t time; 
+	//time=clock(); 
+
+	int *dev_a = 0;
+    int *dev_b = 0;
+    cudaError_t cudaStatus;
+
+    cudaStatus = cudaSetDevice(0);
+    cudaStatus = cudaMalloc((void**)&dev_a, size * sizeof(int));
+    cudaStatus = cudaMalloc((void**)&dev_b, size * sizeof(int));
+
+    cudaStatus = cudaMemcpy(dev_a, a, size * sizeof(int), cudaMemcpyHostToDevice);
+	
+	cudaEvent_t start, stop;
+	float time;
+	cudaEventCreate(&start);
+	cudaEventCreate(&stop);
+	cudaEventRecord( start, 0 );	
+	
+	prefix_sum(dev_a, dev_b, size);
+	//serial_prefix_sum(a,b,size);
+	//prefix_sum_shared(dev_a,dev_b,size);
+	//serial_scatter(a,b,size);
+	//stream_compact(dev_a,dev_b,size);
+	//thrust::copy_if(a, a+ size, b, is_zero());
+
+    
+	//time=clock()-time; 
+	cudaDeviceSynchronize();
+	cudaEventRecord( stop, 0 ); 
+	cudaEventSynchronize( stop ); 
+	cudaEventElapsedTime( &time, start, stop );
+	cout<<time<<endl;
+	cudaEventDestroy( start ); 
+	cudaEventDestroy( stop );
+    cudaStatus = cudaMemcpy(b, dev_b, size * sizeof(int), cudaMemcpyDeviceToHost);
+	//for(int i=0;i<100;i++)
+	//	cout<<b[i]<<endl;
+	//cout<<double(time)<<endl; 
+
+    return 0;
+}
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/kernel.h b/CIS565_PROJ_2/CIS565_PROJ_2/kernel.h
new file mode 100644
index 0000000..c7a16dd
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/kernel.h
@@ -0,0 +1,8 @@
+#include "cuda_runtime.h"
+#include "device_launch_parameters.h"
+
+#include <stdio.h>
+
+#define BLOCK_SIZE 128
+
+cudaError_t addWithCuda(int *c, const int *a, const int *b, unsigned int size);
\ No newline at end of file
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/main.cpp b/CIS565_PROJ_2/CIS565_PROJ_2/main.cpp
new file mode 100644
index 0000000..74e5c20
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/main.cpp
@@ -0,0 +1,24 @@
+#include "main.h"
+
+void serial_prefix_sum(const int *a, int *b, int length)
+{
+	if(length<1)
+		return;
+
+	b[0] = a[0];
+	for(int i=1;i<length;i++){
+		b[i] = b[i-1] + a[i];
+	}
+}
+
+void serial_scatter(const int *a, int *b, int length)
+{
+	if(length<1)
+		return;
+
+	for(int i=0;i<length;i++){
+		b[i] = a[i]>0? 1:0;
+	}
+
+	serial_prefix_sum(b,b,length);
+}
\ No newline at end of file
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/main.h b/CIS565_PROJ_2/CIS565_PROJ_2/main.h
new file mode 100644
index 0000000..e5e2fab
--- /dev/null
+++ b/CIS565_PROJ_2/CIS565_PROJ_2/main.h
@@ -0,0 +1,9 @@
+#include "kernel.h"
+#include <iostream>
+#include <fstream>
+
+using namespace std;
+
+void serial_prefix_sum(const int *a, int *b, int length);
+
+void serial_scatter(const int *a, int *b, int length);
\ No newline at end of file
diff --git a/CIS565_PROJ_2/CIS565_PROJ_2/vc100.pdb b/CIS565_PROJ_2/CIS565_PROJ_2/vc100.pdb
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diff --git a/CIS565_PROJ_2/Debug/CIS565_PROJ_2.exe.manifest b/CIS565_PROJ_2/Debug/CIS565_PROJ_2.exe.manifest
new file mode 100644
index 0000000..11bb704
--- /dev/null
+++ b/CIS565_PROJ_2/Debug/CIS565_PROJ_2.exe.manifest
@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
+<assembly xmlns="urn:schemas-microsoft-com:asm.v1" manifestVersion="1.0">
+  <trustInfo xmlns="urn:schemas-microsoft-com:asm.v3">
+    <security>
+      <requestedPrivileges>
+        <requestedExecutionLevel level="asInvoker" uiAccess="false"></requestedExecutionLevel>
+      </requestedPrivileges>
+    </security>
+  </trustInfo>
+</assembly>
\ No newline at end of file
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new file mode 100644
index 0000000..483fb82
--- /dev/null
+++ b/CIS565_PROJ_2/input.txt.txt
@@ -0,0 +1 @@
+100000
\ No newline at end of file
diff --git a/CIS565_PROJ_2/ipch/cis565_proj_2-2319b5ae/cis565_proj_2-1c560016.ipch b/CIS565_PROJ_2/ipch/cis565_proj_2-2319b5ae/cis565_proj_2-1c560016.ipch
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diff --git a/README.md b/README.md
index 6e02afa..af1ac2c 100644
--- a/README.md
+++ b/README.md
@@ -3,131 +3,12 @@ Project-2
 
 A Study in Parallel Algorithms : Stream Compaction
 
-# INTRODUCTION
-Many of the algorithms you have learned thus far in your career have typically
-been developed from a serial standpoint.  When it comes to GPUs, we are mainly
-looking at massively parallel work.  Thus, it is necessary to reorient our
-thinking.  In this project, we will be implementing a couple different versions
-of prefix sum.  We will start with a simple single thread serial CPU version,
-and then move to a naive GPU version.  Each part of this homework is meant to
-follow the logic of the previous parts, so please do not do this homework out of
-order.
+![](https://github.com/DiracSea3921/Project2-StreamCompaction/blob/master/test1.png)
 
-This project will serve as a stream compaction library that you may use (and
-will want to use) in your
-future projects.  For that reason, we suggest you create proper header and CUDA
-files so that you can reuse this code later.  You may want to create a separate
-cpp file that contains your main function so that you can test the code you
-write.
+When the data set is small, paraller computation takes more time. When array's length is more than 1000000, parallel coputation become more efficient
+My shared memory version may have some problem, the time taken doesn't make any sense. I will keep looking at that
 
-# OVERVIEW
-Stream compaction is broken down into two parts: (1) scan, and (2) scatter.
+![](https://github.com/DiracSea3921/Project2-StreamCompaction/blob/master/test2.png)
 
-## SCAN
-Scan or prefix sum is the summation of the elements in an array such that the
-resulting array is the summation of the terms before it.  Prefix sum can either
-be inclusive, meaning the current term is a summation of all the elements before
-it and itself, or exclusive, meaning the current term is a summation of all
-elements before it excluding itself. 
-
-Inclusive:
-
-In : [ 3 4 6 7 9 10 ]
-
-Out : [ 3 7 13 20 29 39 ]
-
-Exclusive
-
-In : [ 3 4 6 7 9 10 ]
-
-Out : [ 0 3 7 13 20 29 ]
-
-Note that the resulting prefix sum will always be n + 1 elements if the input
-array is of length n.  Similarly, the first element of the exclusive prefix sum
-will always be 0.  In the following sections, all references to prefix sum will
-be to the exclusive version of prefix sum.
-
-## SCATTER
-The scatter section of stream compaction takes the results of the previous scan
-in order to reorder the elements to form a compact array.
-
-For example, let's say we have the following array:
-[ 0 0 3 4 0 6 6 7 0 1 ]
-
-We would only like to consider the non-zero elements in this zero, so we would
-like to compact it into the following array:
-[ 3 4 6 6 7 1 ]
-
-We can perform a transform on input array to transform it into a boolean array:
-
-In :  [ 0 0 3 4 0 6 6 7 0 1 ]
-
-Out : [ 0 0 1 1 0 1 1 1 0 1 ]
-
-Performing a scan on the output, we get the following array :
-
-In :  [ 0 0 1 1 0 1 1 1 0 1 ]
-
-Out : [ 0 0 0 1 2 2 3 4 5 5 ]
-
-Notice that the output array produces a corresponding index array that we can
-use to create the resulting array for stream compaction. 
-
-# PART 1 : REVIEW OF PREFIX SUM
-Given the definition of exclusive prefix sum, please write a serial CPU version
-of prefix sum.  You may write this in the cpp file to separate this from the
-CUDA code you will be writing in your .cu file. 
-
-# PART 2 : NAIVE PREFIX SUM
-We will now parallelize this the previous section's code.  Recall from lecture
-that we can parallelize this using a series of kernel calls.  In this portion,
-you are NOT allowed to use shared memory.
-
-### Questions 
-* Compare this version to the serial version of exclusive prefix scan. Please
-  include a table of how the runtimes compare on different lengths of arrays.
-* Plot a graph of the comparison and write a short explanation of the phenomenon you
-  see here.
-
-# PART 3 : OPTIMIZING PREFIX SUM
-In the previous section we did not take into account shared memory.  In the
-previous section, we kept everything in global memory, which is much slower than
-shared memory.
-
-## PART 3a : Write prefix sum for a single block
-Shared memory is accessible to threads of a block. Please write a version of
-prefix sum that works on a single block.  
-
-## PART 3b : Generalizing to arrays of any length.
-Taking the previous portion, please write a version that generalizes prefix sum
-to arbitrary length arrays, this includes arrays that will not fit on one block.
-
-### Questions
-* Compare this version to the parallel prefix sum using global memory.
-* Plot a graph of the comparison and write a short explanation of the phenomenon
-  you see here.
-
-# PART 4 : ADDING SCATTER
-First create a serial version of scatter by expanding the serial version of
-prefix sum.  Then create a GPU version of scatter.  Combine the function call
-such that, given an array, you can call stream compact and it will compact the
-array for you.  Finally, write a version using thrust. 
-
-### Questions
-* Compare your version of stream compact to your version using thrust.  How do
-  they compare?  How might you optimize yours more, or how might thrust's stream
-  compact be optimized.
-
-# EXTRA CREDIT (+10)
-For extra credit, please optimize your prefix sum for work parallelism and to
-deal with bank conflicts.  Information on this can be found in the GPU Gems
-chapter listed in the references.  
-
-# SUBMISSION
-Please answer all the questions in each of the subsections above and write your
-answers in the README by overwriting the README file.  In future projects, we
-expect your analysis to be similar to the one we have led you through in this
-project.  Like other projects, please open a pull request and email Harmony.
-
-# REFERENCES
-"Parallel Prefix Sum (Scan) with CUDA." GPU Gems 3.
+Here is the comparasion of CUDA scatter and Thrust compation, some data may have some problem and I am wondering why my version is a little faster most of the time. 
+I didn't use shared memory yet so I will begine with optimize it with shared memory.
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