Matlab编译cuda的.cu文件

matlab函数，大体首先是用nvcc命令生成.o文件，然后用mex链接对应库文件，生成动态链接库（.mexw64等）。推荐阅读：Matlab与C/C++联合编程之从Matlab调用C/C++代码 http://www.linuxidc.com/Linux/2012-08/68148.htm二分类SVM方法Matlab实现 http://www.linuxidc.com/Linux/2013-05/84050.htmMatlab中的取整函数fix, floor, ceil与round http://www.linuxidc.com/Linux/2013-10/91161.htm测试环境：1） Windows x64 + matlab + cuda 5.5 + vs20122） Ubuntu 12.04 amd64 server + matlab + gcc + cuda 5.5windows用户需要根据自身编译器更改函数第10行，改为cl.exe所在文件夹。如果第53行出错，请您在matlab中先mex -setup配置编译器。。。使用方法e.g.nvmex（"a.cu"）;function nvmex（cuFileName）
%NVMEX Compiles and links a CUDA file for MATLAB usage
% NVMEX（FILENAME） will create a MEX-File （also with the name FILENAME） by
% invoking the CUDA compiler, nvcc, and then linking with the MEX
% function in MATLAB.
if ispc % Windows

Host_Compiler_Location = "-ccbin "C:Program Files （x86）Microsoft Visual Studio 11.0VCinx86_amd64"";
CUDA_INC_Location = [""" getenv（"CUDA_PATH"） "include""];
CUDA_SAMPLES_Location =[""" getenv（"NVCUDASAMPLES5_5_ROOT"） "commoninc""];
PIC_Option = "";
if （ strcmp（computer（"arch"）,"win32"） ==1）
machine_str = " --machine 32 ";
CUDA_LIB_Location = [""" getenv（"CUDA_PATH"） "libWin32""];
elseif （ strcmp（computer（"arch"）,"win64"） ==1）
machine_str = " --machine 64 ";
CUDA_LIB_Location = [""" getenv（"CUDA_PATH"） "libx64""];
end
else % Mac and Linux （assuming gcc is on the path）

CUDA_INC_Location = "/usr/local/cuda/include";
CUDA_SAMPLES_Location = "/usr/local/cuda/samples/common/inc";
Host_Compiler_Location = " ";
PIC_Option = " --compiler-options -fPIC ";
machine_str = [];
if （ strcmp（computer（"arch"）,"win32"） ==1）
CUDA_LIB_Location = "/usr/local/cuda/lib";
elseif （ strcmp（computer（"arch"）,"win64"） ==1）
CUDA_LIB_Location = "/usr/local/cuda/lib64";
end
end
% ！！！ End of things to modify ！！！
[~, filename] = fileparts（cuFileName）;
nvccCommandLine = [ ...
"nvcc --compile " Host_Compiler_Location " " ...
"-o " filename ".o " ...
machine_str PIC_Option ...
" -I" """ matlabroot "/extern/include "" ...
" -I" CUDA_INC_Location " -I" CUDA_SAMPLES_Location ...
" "" cuFileName "" "
];
mexCommandLine = ["mex " filename ".o" " -L" CUDA_LIB_Location " -lcudart"];
disp（nvccCommandLine）;
warning off;
status = system（nvccCommandLine）;
warning on;
if status < 0
error "Error invoking nvcc";
end
disp（mexCommandLine）;
eval（mexCommandLine）;
end本文永久更新链接地址：http://www.linuxidc.com/Linux/2014-04/100675.htm