{"id":13149,"date":"2020-12-19T23:17:45","date_gmt":"2020-12-19T15:17:45","guid":{"rendered":"http:\/\/blog.idc.net\/13149\/"},"modified":"2020-12-19T23:17:45","modified_gmt":"2020-12-19T15:17:45","slug":"ubuntu-16-04cuda8-0mklopencv3-2matlab-r2016bcaffe%e5%ae%89%e8%a3%85","status":"publish","type":"post","link":"https:\/\/idc.net\/help\/13149\/","title":{"rendered":"Ubuntu 16.04+CUDA8.0+MKL+OpenCV3.2+Matlab R2016b+Caffe\u5b89\u88c5"},"content":{"rendered":"
\n

\u7ecf\u8fc7\u65e0\u6570\u6b21\u7684\u5931\u8d25\u540e\uff0c\u7ec8\u4e8e\u5b89\u88c5\u6210\u529f\uff0c\u5b89\u88c5\u8fc7\u7a0b\u5e76\u4e0d\u662f\u5f88\u96be\uff0c\u53ea\u662f\u9047\u5230\u95ee\u9898\u65f6\u5019\u7684\u89e3\u51b3\u65b9\u5f0f\u4e0d\u5bf9\uff0c\u5bfc\u81f4\u82b1\u8d39\u4e86\u4e0d\u5c11\u65f6\u95f4\u3002\u73b0\u5c06\u8fc7\u7a0b\u6574\u7406\u5982\u4e0b\uff1a<\/p>\n

\u7535\u8111\u7684\u73af\u5883\uff1aUbuntu 16.04 64\u4f4d\u7cfb\u7edf(Windows7\u53cc\u7cfb\u7edf)\u3001GPU\u578b\u53f7\u4e3aGeForce GT 540M\u3002<\/p>\n

1\u3001\u5148\u5b89\u88c5\u76f8\u5173\u4f9d\u8d56\u9879<\/p>\n

sudo<\/span> apt-get <\/span>install<\/span> libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-<\/span>compiler<\/span><\/span><\/p>\n

sudo<\/span> apt-get <\/span>install<\/span> --no-<\/span>install<\/span>-recommends libboost-all-<\/span>dev<\/span><\/p>\n

sudo<\/span> apt-get <\/span>install<\/span> libopenblas-dev liblapack-dev libatlas-base-<\/span>dev<\/span> <\/span><\/p>\n

sudo<\/span> apt-get <\/span>install<\/span> libgflags-dev libgoogle-glog-dev liblmdb-dev<\/span><\/p>\n

2\u3001\u5b89\u88c5NVIDIA\u9a71\u52a8<\/span><\/span><\/p>\n

\u6700\u540e\uff0c\u6211\u76f4\u63a5\u901a\u8fc7\u7cfb\u7edf\u8bbe\u7f6e->\u8f6f\u4ef6\u548c\u66f4\u65b0->\u9644\u4ef6\u9a71\u52a8\uff0c\u5b89\u88c5\u4e86\u6700\u65b0\u7684\u4e13\u6709\u9a71\u52a8nvidia-375\u3002\u82e5\u603b\u662f\u5e94\u7528\u66f4\u6539\u5931\u8d25\uff0c\u5219\u53ef\u4ee5\u5c1d\u8bd5\u66f4\u65b0\u6e90\uff0c\u66f4\u65b0\u65b9\u5f0f\u5982\u4e0b\uff1a<\/span><\/p>\n

sudo vi \/etc\/apt\/sources.<\/span>list  ->\u66ff\u6362\u6e90  ->sudo<\/span> apt-get update<\/span><\/span><\/span><\/p>\n

\n

 <\/p>\n

# deb cdrom:[Ubuntu 16.04 LTS _Xenial Xerus_ - Release amd64 (20160420.1)]\/ xenial main restricted<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb-src http:<\/span>
\n \/\/archive.ubuntu.com\/ubuntu xenial main restricted #Added by software-properties<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial main restricted<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb-src http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial main restricted multiverse universe #Added by software-properties<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-updates main restricted<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb-src http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-updates main restricted multiverse universe #Added by software-properties<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial universe<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-updates universe<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial multiverse<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-updates multiverse<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-backports main restricted universe multiverse<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb-src http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-backports main restricted universe multiverse #Added by software-properties<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/archive.canonical.com\/ubuntu xenial partner<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb-src http:<\/span>
\n \/\/archive.canonical.com\/ubuntu xenial partner<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-security main restricted<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb-src http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-security main restricted multiverse universe #Added by software-properties<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-security universe<\/span> <\/p>\n

 <\/p>\n

 <\/p>\n

deb http:<\/span>
\n \/\/mirrors.aliyun.com\/ubuntu\/ xenial-security multiverse<\/span> <\/p>\n

 <\/p>\n<\/blockquote>\n

3\u3001CUDA8.0<\/p>\n

(<\/span><\/span>1)\u4e0b\u8f7d\uff1a<\/span>https:\/\/developer.nvidia.com\/cuda-downloads<\/span>
<\/span><\/span><\/p>\n

(2)\u4e0b\u8f7d\u5b8c\u6210\u540e\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/span><\/span><\/span><\/p>\n

 <\/p>\n

sudochmod<\/span>777<\/span> cuda_8.<\/span>0<\/span>.44_linux.run\r\n<\/span>sudo  .\/cuda_8.<\/span>0<\/span>.44_linux.run<\/span><\/pre>\n
\u6ce8\u610f\uff1a\u6267\u884c\u540e\u4f1a\u6709\u4e00\u7cfb\u5217\u63d0\u793a\u8ba9\u4f60\u786e\u8ba4\uff0c\u4f46\u662f<\/span>\u6ce8\u610f\uff0c\u6709\u4e2a\u8ba9\u4f60\u9009\u62e9\u662f\u5426\u5b89\u88c5nvidia367\u9a71\u52a8\u65f6\uff0c\u4e00\u5b9a\u8981\u9009\u62e9\u5426<\/span><\/span>\uff1a<\/span>
<\/span>Install NVIDIA Accelerated Graphics Driver for Linux-x86_64 367.48?<\/span>
<\/span>\u56e0\u4e3a\u524d\u9762\u6211\u4eec\u5df2\u7ecf\u5b89\u88c5\u4e86\u66f4\u52a0\u65b0\u7684nvidia367\uff0c\u6240\u4ee5\u8fd9\u91cc\u4e0d\u8981\u9009\u62e9\u5b89\u88c5\u3002\u5176\u4f59\u7684\u90fd\u76f4\u63a5\u9ed8\u8ba4\u6216\u8005\u9009\u62e9\u662f\u5373\u53ef\u3002<\/span><\/pre>\n
(3)<\/span>\u73af\u5883\u53d8\u91cf\u914d\u7f6e<\/span><\/span><\/p>\n
 <\/p>\n
\u6253\u5f00~\/.bashrc\u6587\u4ef6\uff1a sudo<\/span> gedit ~\/.bashrc<\/span> 
\u5c06\u4ee5\u4e0b\u5185\u5bb9\u5199\u5165\u5230~\/.bashrc\u5c3e\u90e8\uff1a<\/p>\n
export PATH=\/usr\/local\/cuda-8.0<\/span>\/bin${PATH:+<\/span>:${PATH}}\r\n<\/span>export LD_LIBRARY_PATH=\/usr\/local\/cuda8.0<\/span>\/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}<\/span><\/pre>\n
(4)\u6d4b\u8bd5CUDA\u7684samples<\/p>\n
cd \/usr\/local\/cuda-8.0<\/span>\/samples\/1_Utilities\/<\/span>deviceQuery\r\n<\/span>makesudo .\/deviceQuery<\/span><\/pre>\n
\u5982\u679c\u663e\u793a\u4e00\u4e9b\u5173\u4e8eGPU\u7684\u4fe1\u606f\uff0c\u5219\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/span>
<\/span><\/p>\n
4\u3001\u914d\u7f6ecuDNN<\/span>
cuDNN\u662fGPU\u52a0\u901f\u8ba1\u7b97\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u7684\u5e93\u3002<\/span>\u9996\u5148\u53bb\u5b98\u7f51 <\/span>https:\/\/<\/span>developer.nvidia.com\/rdp\/cudnn-download<\/span><\/span> \u4e0b\u8f7dcuDNN\uff0c\u9700\u8981\u6ce8\u518c\u4e00\u4e2a\u8d26\u53f7\u624d\u80fd\u4e0b\u8f7d\u3002<\/span><\/span><\/p>\n
 <\/p>\n
\u4e0b\u8f7dcuDNN5.1\u4e4b\u540e\u8fdb\u884c\u89e3\u538b\uff1a<\/p>\n
sudo<\/span> tar<\/span> -zxvf .\/cudnn-8.0<\/span>-linux-x64-v6.0<\/span>.tgz <\/pre>\n
\u8fdb\u5165cuDNN5.1\u89e3\u538b\u4e4b\u540e\u7684include\u76ee\u5f55\uff0c\u5728\u547d\u4ee4\u884c\u8fdb\u884c\u5982\u4e0b\u64cd\u4f5c\uff1a<\/p>\n
cd cuda\/include\r\n<\/span>sudo<\/span> cp<\/span> cudnn.h \/usr\/local\/cuda\/include  #\u590d\u5236\u5934\u6587\u4ef6<\/pre>\n
\u518d\u5c06\u8fdb\u5165lib64\u76ee\u5f55\u4e0b\u7684\u52a8\u6001\u6587\u4ef6\u8fdb\u884c\u590d\u5236\u548c\u94fe\u63a5\uff1a<\/p>\n
cd ..\r\ncd lib64\r\n<\/span>sudo<\/span> cp<\/span> lib* \/usr\/local\/cuda\/lib64\/    #\u590d\u5236\u52a8\u6001\u94fe\u63a5\u5e93\r\ncd <\/span>\/usr\/local\/cuda\/lib64\/\r\nsudo<\/span> rm<\/span> -rf libcudnn.so libcudnn.so.6<\/span>    #\u5220\u9664\u539f\u6709\u52a8\u6001\u6587\u4ef6\r\n<\/span>sudo<\/span> ln<\/span> -s libcudnn.so.6.0<\/span>.20<\/span> libcudnn.so.6<\/span>  #\u751f\u6210\u8f6f\u8854\u63a5\r\n<\/span>sudo<\/span> ln<\/span> -s libcudnn.so.6<\/span> libcudnn.so      #\u751f\u6210\u8f6f\u94fe\u63a5<\/pre>\n
5\u3001<\/span>\u5b89\u88c5<\/span>MKL<\/span><\/span><\/span><\/p>\n
\u8fd9\u91cc\u4e5f\u53ef\u4ee5\u9009\u62e9\uff08<\/span>ATLAS<\/span>\uff0c<\/span>MKL<\/span>\u6216\u8005<\/span>OpenBLAS<\/span>\uff09\uff0c\u4f9d\u8d56\u6587\u4ef6\u5b89\u88c5\u65f6\u5df2\u7ecf\u5b89\u88c5\u4e86ATLAS\uff0c\u6211\u8fd9\u91cc\u5b89\u88c5<\/span>MKL<\/span>\uff0c\u9996\u5148\u4e0b\u8f7d\u5e76\u5b89\u88c5\u82f1\u7279\u5c14<\/span>\u00ae<\/span>\u6570\u5b66\u5185\u6838\u5e93<\/span> Linux*<\/span>\u7248<\/span>MKL(Intel(R) Parallel Studio XE Cluster Edition for Linux 2016)<\/span>\uff0c\u4e0b\u8f7d\u94fe\u63a5\u662f\uff1a<\/span>https:\/\/software.intel.com\/en-us\/intel-education-offerings<\/span>\uff0c<\/span>\u4f7f\u7528\u5b66\u751f\u8eab\u4efd\uff08\u90ae\u4ef6<\/span> + <\/span>\u5b66\u6821\uff09\u4e0b\u8f7d<\/span>Student<\/span>\u7248\uff0c\u586b\u597d\u5404\u79cd\u4fe1\u606f\uff0c\u53ef\u4ee5\u76f4\u63a5\u4e0b\u8f7d\uff0c\u540c\u65f6\u4f1a\u7ed9\u4f60\u4e00\u4e2a\u90ae\u4ef6\u544a\u77e5\u5e8f\u5217\u53f7\u3002\u4e0b\u8f7d\u5b8c\u4e4b\u540e\uff0c\u8981\u628a\u6587\u4ef6\u89e3\u538b\u5230<\/span>home<\/span>\u6587\u4ef6\u5939<\/span>\uff0c\u6216\u8005\u5176\u4ed6\u7684<\/span>ext4<\/span>\u7684\u6587\u4ef6\u7cfb\u7edf\u4e2d\u3002<\/span><\/p>\n
\u63a5\u4e0b\u6765\u662f\u5b89\u88c5\u8fc7\u7a0b\uff0c\u5148\u6388\u6743\uff0c\u7136\u540e\u5b89\u88c5\uff1a<\/span><\/p>\n
$ tar zxvf parallel_studio_xe_2017_update3.tgz<\/span><\/span><\/p>\n
$ chmod a+x parallel_studio_xe_2016 -R<\/span><\/span><\/p>\n
$ sudo sh install_GUI.sh<\/span><\/span><\/p>\n
PS: <\/span>\u5b89\u88c5\u7684\u65f6\u5019\uff0c\u5efa\u8bae\u4f7f\u7528<\/span>root<\/span>\u6743\u9650\u5b89\u88c5\uff0c\u8fc7\u7a0b\u4e2d\u4f1a\u8981\u6c42\u8f93\u5165<\/span>Linux<\/span>\u7684<\/span>root<\/span>\u53e3\u4ee4\u3002<\/span><\/p>\n
 <\/p>\n
MKL<\/span>\u4e0e<\/span>CUDA<\/span>\u7684\u73af\u5883\u8bbe\u7f6e<\/span><\/span><\/p>\n
(1) <\/span>\u65b0\u5efa<\/span>intel_mkl.conf<\/span>\uff0c<\/span>\u5e76\u7f16\u8f91<\/span><\/p>\n
$ sudo gedit \/etc\/ld.so.conf.d\/intel_mkl.conf<\/span><\/span><\/p>\n
\/opt\/intel\/lib\/intel64<\/span><\/p>\n
\/opt\/intel\/mkl\/lib\/intel64<\/span><\/p>\n
(2) <\/span>\u65b0\u5efa<\/span>cuda.conf<\/span>\uff0c\u5e76\u7f16\u8f91<\/span><\/p>\n
$ sudo gedit \/etc\/ld.so.conf.d\/cuda.conf<\/span><\/span><\/p>\n
\/usr\/local\/cuda\/lib64<\/span><\/p>\n
\/lib<\/span><\/p>\n
(3) <\/span>\u5b8c\u6210<\/span>lib<\/span>\u6587\u4ef6\u7684\u94fe\u63a5\u64cd\u4f5c\uff0c\u6267\u884c\uff1a<\/span><\/p>\n
$ sudo ldconfig<\/span><\/span><\/p>\n
6\u3001\u5b89\u88c5opencv3.2<\/p>\n
 <\/p>\n
\u4ece\u5b98\u7f51(http:\/\/opencv.org)\u4e0b\u8f7dOpencv\u3002<\/p>\n
unzip<\/span> opencv-3.2.0<\/span>.zip<\/span>\r\n<\/pre>\n
cd ~\/opencv-3.2.0\r\n<\/span>mkdir<\/span> build\r\ncd build<\/span><\/pre>\n
\u914d\u7f6e\uff1a<\/span><\/p>\n
sudo<\/span> apt <\/span>install<\/span> cmake
<\/span><\/span>sudo<\/span> cmake -D CMAKE_BUILD_TYPE=Release -D CMAKE_INSTALL_PREFIX=\/usr\/local ..<\/span><\/span><\/p>\n
\u7f16\u8bd1\uff1a<\/span><\/p>\n
sudo<\/span> <\/span>make<\/span><\/p>\n
sudo<\/span><\/span>make<\/span>install<\/span><\/span><\/p>\n
7\u3001\u5b89\u88c5Matlab<\/span><\/span><\/p>\n
(1)\u4e0b\u8f7dMatlab2016b\uff0c\u8bf7\u81ea\u884c\u641c\u7d22<\/span><\/span><\/p>\n
 <\/p>\n
\u4e0b\u8f7d\u540e\u7684Linux\u6587\u4ef6\u5939\u4f1a\u6709\u4e09\u4e2a\u6587\u4ef6\u5206\u522b\u662fR2016b_glnxa64_dvd1.iso\u3001R2016b_glnxa64_dvd2.iso\u548cMatlab 2016b Linux64 Crack\u6587\u4ef6\u5939\u3002Crack\u6587\u4ef6\u89e3\u538b\uff1a<\/span><\/p>\n
rar x Matlab\\ 2016b\\ Linux64\\ Crack.rar<\/span><\/span><\/span><\/p>\n
\u6ce8\u610f\uff1a\u89e3\u538b\u540eCrack\u6587\u4ef6\u5939\u4e2d\u5305\u542breadme.txt\u6587\u4ef6\uff0c\u91cc\u9762\u5305\u542b\u5bc6\u94a5\uff1blicense_standalone.lic\u6587\u4ef6\uff0c\u7528\u4e8e\u8fdb\u884c\u8f6f\u4ef6\u6fc0\u6d3b\uff1b\/bin\/glnx64\/\u6587\u4ef6\uff0c\u7528\u4e8e\u8fdb\u884cmatlab\u5b89\u88c5\u76ee\u5f55\u4e2dbin\/glnx64\/\u7684\u66ff\u6362\uff0c\u91cc\u9762\u5de5\u56db\u4e2a\u6587\u4ef6\u3002<\/span><\/p>\n
(<\/span>2)<\/span>\u6302\u8f7d\uff1a\u9996\u5148\u5efa\u7acb\u6302\u8f7d\u6587\u4ef6\u5939\uff0c\u672c\u6587\u4e3a\/home\/generallc\/matlab2016\uff0c<\/span>\u7136\u540e\u7528mount\u547d\u4ee4\u8fdb\u884cR2016b_glnxa64_dvd1.iso\u6587\u4ef6\u6302\u8f7d\uff0c<\/span><\/span>\u6ce8\u610f\u5f53\u524d\u53ea\u6302\u8f7dR2016b_glnxa64_dvd1.iso\u6587\u4ef6\uff0cR2016b_glnxa64_dvd2.iso\u5148\u4e0d\u8981\u8fdb\u884c\u6302\u8f7d\u3002<\/p>\n
\u547d\u4ee4\uff1a<\/span><\/span><\/p>\n
mkdir \/home\/generallc\/matlab2016                         <\/span><\/p>\n
#\u6302\u8f7d\u76ee\u5f55<\/span><\/p>\n
sudo mount -t auto -o loop \/home\/generallc\/\u4e0b\u8f7d\/matlab\/R2016b_glnxa64_dvd1.iso \/home\/generallc\/matlab2016<\/span><\/p>\n
 <\/p>\n
\u6ce8\u610f\uff1a\/home\/generallc\/\u4e0b\u8f7d\/matlab\/\u4e3a\u4e0b\u8f7d\u7684<\/span>linux\u7248\u672cMATLAB2016\u6587\u4ef6\u76ee\u5f55\uff0c\/home\/generallc\/matlab2016\u4e3a\u6307\u5b9a\u7684\u6302\u8f7d\u76ee\u5f55<\/span>
<\/span><\/span><\/span><\/p>\n
(3)\u5b89\u88c5\uff1a\u8fdb\u5165\u5230\u6302\u8f7d\u76ee\u5f55\u4e0b,\u53ef\u4ee5\u53d1\u73b0\u6709install\u6587\u4ef6\uff0c\u7136\u540e\u8fd4\u56de\u5f53\u524d\u76ee\u5f55\u7684\u524d\u4e00\u5c42\u8fdb\u5b89\u88c5<\/p>\n
\u547d\u4ee4\uff1a<\/span><\/span><\/p>\n
cd \/home\/generallc\/matlab2016<\/span><\/span><\/p>\n
cd ..  <\/span><\/p>\n
sudo \/home\/generallc\/matlab2016\/install    # \u8fdb\u884c\u5b89\u88c5\u3001\u5f39\u51fa\u5b89\u88c5\u754c\u9762\uff0c\u7c7b\u4f3cwindows\u5b89\u88c5\uff0c\u5b89\u88c5\u5bc6\u94a5\u5728Crack\u6587\u4ef6\u4e2d\u7684readme.txt\u4e2d<\/span><\/p>\n
\u6ce8\u610f\uff1a\u8bb0\u4f4fmatlab\u5b89\u88c5\u76ee\u5f55\uff0c\u672c\u6587\u4e3a\/home\/generallc\/MATLAB<\/span><\/span><\/p>\n
 <\/p>\n
(4)\u5b89\u88c5R2016b_glnxa64_dvd2.iso<\/p>\n
\u5f53R2016b_glnxa64_dvd1.iso\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u63d0\u793a\u62d4\u51fadvd1\uff0c\u7136\u540e\u63d2\u5165dvd2\u5bf9\u8bdd\u6846\uff0c\u6b64\u65f6\u9700\u8981\u6302\u8f7d\u7b2c\u4e8c\u4e2aiso\u6587\u4ef6(R2016b_glnxa64_dvd2.iso)\u5230\/home\/generallc\/matlab2016\u6587\u4ef6\u5939\u4e0b\uff0c\u8fd9\u91cc\u6ce8\u610f\u7684\u662f\uff0c\u7531\u4e8e\u4f60\u5f53\u65f6\u7684\u7ec8\u7aef\u7a97\u53e3\u6b63\u5728 \u8fdb\u884c\u5b89\u88c5\uff0c\u6240\u4ee5\u4f60\u662f\u65e0\u6cd5\u8fdb\u884c\u64cd\u4f5c\u7684\uff0c\u6240\u4ee5\u4f60\u9700\u8981ctrl+Alt+t\u8fdb\u884c\u91cd\u65b0\u5f00\u4e00\u4e2a\u7ec8\u7aef\u547d\u4ee4\u7a97\u53e3\u3002\u6302\u8f7d\u6210\u529f\u540e\u76f4\u63a5\u70b9\u51fbok\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n
\u547d\u4ee4\uff1a<\/span><\/span><\/span><\/p>\n
ctrl+Alt+t<\/span><\/span><\/span><\/span>    #\u65b0\u5efa\u7a97\u53e3
<\/span><\/span><\/span><\/p>\n
sudo mount -t auto -o loop \/home\/generallc\/\u4e0b\u8f7d\/matlab\/R2016b_glnxa64_dvd2.iso \/home\/generallc\/matlab2016<\/span><\/span><\/span><\/p>\n
(5)\u6fc0\u6d3b\uff1a\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8fdb\u5165\u5b89\u88c5 \u76ee\u5f55\u4e0b\uff0c\u8fd0\u884cmatlab\u6587\u4ef6\uff0c\u5f39\u51fa\u6fc0\u6d3b\u5bf9\u8bdd\u6846\uff0c\u9009\u62e9\u7528\u4e0d\u8054\u7f51\u7684\u65b9\u6cd5\u8fdb\u884c\u6fc0\u6d3b\u3002\u7136\u540e\u7528\u7528\u4e0b\u8f7d\u76ee\u5f55\u4e2d\/bin\/glnx64\/\u7684\u56db\u4e2a\u6587\u4ef6\u66ff\u6362matlab\u5b89\u88c5\u76ee\u5f55\u4e2dbin\/glnx64\/\u91cc\u9762\u6587\u4ef6\u3002<\/p>\n
\u547d\u4ee4\uff1alicense\u6587\u4ef6\u52a0\u8f7d<\/span><\/span><\/p>\n
cd \/home\/generallc\/MATLAB<\/span><\/span>\/R2016b\/bin  #\u8fdb\u5165\u5230matlab\u5b89\u88c5\u76ee\u5f55\u4e2d<\/span><\/span>
<\/span><\/span><\/span><\/p>\n
.\/matlab             #\u8fd0\u884cmatlab\uff0c\u5f39\u51fa\u6fc0\u6d3b\u5bf9\u8bdd\u6846\uff0c\u9009\u62e9\u7528\u4e0d\u8054\u7f51\u7684\u65b9\u6cd5\u8fdb\u884c\u6fc0\u6d3b\uff0c\u52a0\u8f7dlicense_standalone.lic<\/strong>\u6587\u4ef6<\/span><\/span><\/span><\/p>\n
\u6ce8\u610f\uff1a\u672c\u6587\u6fc0\u6d3b\u8fc7\u7a0b\u4e2d\uff0c\u51fa\u73b0\u4e86\u6743\u9650\u4e0d\u8db3\u95ee\u9898\uff0c\u91c7\u7528chomd\u547d\u4ee4\u63d0\u9ad8\u5bf9license_standalone.lic<\/strong>\u6587\u4ef6\u548c\u5b89\u88c5\u76ee\u5f55R2016b\u7684\u6743\u9650<\/span><\/p>\n
cd \/home\/generallc\/MATLAB\/R2016b\/          #\u8fdb\u5165\u5230\u6302\u8f7d\u76ee\u5f55\u4e2d
<\/span><\/span><\/span><\/p>\n
sudo chmod 777 license_standalone.lic      #\u63d0\u9ad8\u5bf9license_standalone.lic<\/span><\/span><\/span><\/span><\/span><\/span><\/span>\u6587\u4ef6\u7684\u64cd\u4f5c\u6743\u9650<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/p>\n
cd \/home\/generallc\/MATLAB<\/span><\/span><\/span><\/span><\/span><\/span><\/span>    #\u8fdb\u5165\u5230matlab\u5b89\u88c5\u6587\u4ef6\u4e2d<\/span><\/span><\/span><\/span>
<\/span><\/span><\/span><\/p>\n
sudo chmod -R 777 R2016b\/      #\u63d0\u9ad8\u5bf9\u5b89\u88c5\u76ee\u5f55R2016b\u7684\u64cd\u4f5c\u6743\u9650<\/span><\/span><\/span><\/p>\n
\u547d\u4ee4\uff1a\u6587\u4ef6\u66ff\u6362\uff0c\u7528\u4e0b\u8f7d\u76ee\u5f55\u4e2d\/bin\/glnx64\/\u7684\u56db\u4e2a\u6587\u4ef6\u66ff\u6362matlab\u5b89\u88c5\u76ee\u5f55\u4e2dbin\/glnx64\/\u91cc\u9762\u6587\u4ef6\u3002
sudo cp \/home\/generallc\/\u4e0b\u8f7d\/matlab\/R2016b\/bin\/glnxa64\/libmwservices.so \/home\/generallc\/MATLAB\/R2016b\/bin\/glnxa64<\/span>
sudo cp \/home\/generallc\/\u4e0b\u8f7d\/matlab\/R2016b\/bin\/glnxa64\/libmwlmgrimpl.so \/home\/generallc\/MATLAB\/R2016b\/bin\/glnxa64<\/span>
sudo cp \/home\/generallc\/\u4e0b\u8f7d\/matlab\/R2016b\/bin\/glnxa64\/libinstutil.so \/home\/generallc\/MATLAB\/R2016b\/bin\/glnxa64<\/span>
sudo cp \/home\/generallc\/\u4e0b\u8f7d\/matlab\/R2016b\/bin\/glnxa64\/libcufft.so.7.5.18 \/home\/generallc\/MATLAB\/R2016b\/bin\/glnxa64<\/span><\/span><\/p>\n
8\u3001Python\u5b89\u88c5(\u6839\u636e\u9700\u8981\u5b89\u88c5\uff09<\/p>\n
(1)anaconda\u5b89\u88c5python2.7\u65b9\u5f0f\uff0c\u4e0b\u8f7dAnaconda<\/span>\uff08https:\/\/www.continuum.io\/downloads<\/span>\uff09\uff0c\u4e0b\u8f7d\u5b8c\u6210\u4e4b\u540e\uff0ccd\u8fdb\u5165\u4e0b\u8f7d\u6587\u4ef6\u6240\u5728\u7684\u76ee\u5f55\uff1a<\/span><\/span><\/span><\/p>\n
$ bash<\/span> Anaconda2-4.0.0-Linux-x86_64.sh<\/span>
<\/span><\/span><\/p>\n
(2)\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e\uff0c\u5728\uff5e\/.bashrc\u6587\u4ef6\u672b\u5c3e\u6dfb\u52a0Anaconda\u7684\u5e93\u6587\u4ef6\uff08\u6ce8\u610f\u201c=\u201d\u4e24\u8fb9\u4e0d\u8981\u6709\u7a7a\u683c\uff09\uff0c\u5177\u4f53\u5982\u4e0b\uff1a<\/span><\/span><\/p>\n
$ sudo<\/span> gedit ~\/.bashrc      <\/span><\/span><\/p>\n
export <\/span>PATH<\/span>=<\/span>\"\/home\/jeson\/anaconda2\/bin:$PATH\"<\/span>  <\/span><\/span><\/p>\n
export <\/span>LD_LIBRARY_PATH<\/span>=<\/span>\"\/home\/jeson\/anaconda2\/lib:$LD_LIBRARY_PATH\"<\/span> <\/span><\/span><\/p>\n
(3)\u91cd\u542f\u7535\u8111\u4e4b\u540e\uff0c\u5728\u547d\u4ee4\u884c\u8f93\u5165\uff1aipython,\u5c31\u53ef\u4ee5\u770b\u5230python\u7684\u7248\u672c\u3002<\/span><\/span><\/p>\n
9\u3001caffe\u914d\u7f6e<\/span><\/span><\/span><\/span><\/p>\n
(1)<\/span>\u4e0b\u8f7dcaffe\u6e90\u7801\uff1a<\/p>\n
git clone https:\/\/github.com\/BVLC\/caffe.git    \/\/\u4ecegithub\u4e0agit caffe  <\/span><\/p>\n
(2)\u5b89\u88c5\u914d\u7f6e\uff1a<\/p>\n
cd caffe    \/\/\u6253\u5f00\u5230\u521a\u521agit\u4e0b\u6765\u7684caffe  <\/span><\/p>\n
cp Makefile.config.example Makefile.config \/\/make\u6307\u4ee4\u53ea\u80fdmake Makefile.config  <\/span><\/p>\n
(3)\u914d\u7f6e\u6587\u4ef6\u4fee\u6539<\/p>\n
 <\/p>\n
sudo gedit Makefile.config #\u6253\u5f00Makefile.config\u6587\u4ef6<\/span><\/span> \u6839\u636e\u4e2a\u4eba\u60c5\u51b5\u4fee\u6539\u6587\u4ef6\uff1a
a\uff09\u82e5\u4f7f\u7528cudnn\uff0c\u5219\u5c06
#USE_CUDNN := 1
\u4fee\u6539\u6210\uff1a 
USE_CUDNN := 1<\/span><\/p>\n
 <\/p>\n
b\uff09<\/span>\u542f\u7528<\/span>Intel Parallel Studio XE 2016<\/span><\/p>\n
BLAS := mkl<\/span><\/p>\n
c)<\/span>\u914d\u7f6e\u8def\u5f84\uff0c\u5b9e\u73b0<\/span>caffe<\/span>\u5bf9<\/span>Python<\/span>\u548c<\/span>Matlab<\/span>\u63a5\u53e3\u7684\u652f\u6301<\/span><\/p>\n
PYTHON_LIB := \/usr\/local\/lib<\/span><\/p>\n
MATLAB_DIR := \/usr\/local\/MATLAB\/R2016b<\/span><\/p>\n
d\uff09\u82e5\u4f7f\u7528\u7684opencv\u7248\u672c\u662f3\u7684\uff0c\u5219\u5c06
<\/span>#OPENCV_VERSION := 3 
<\/span>\u4fee\u6539\u4e3a\uff1a 
<\/span>OPENCV_VERSION := 3
<\/span>e\uff09\u82e5\u8981\u4f7f\u7528python\u6765\u7f16\u5199layer\uff0c\u5219\u5c06<\/span><\/p>\n
#WITH_PYTHON_LAYER := 1<\/span> <\/span> 
\u4fee\u6539\u4e3a\uff1a<\/span><\/p>\n
WITH_PYTHON_LAYER := 1<\/span><\/span> 
f\uff09\u91cd\u8981\u7684\u4e00\u9879\uff1a\u5c06<\/span><\/p>\n
 <\/span># Whatever else<\/span> you find<\/span> you need goes here.<\/span> \u4e0b\u9762\u7684<\/span><\/span><\/p>\n
INCLUDE_DIRS := $(PYTHON_INCLUDE) \/usr\/local\/include <\/span>LIBRARY_DIRS := $(PYTHON_LIB) \/usr\/local\/lib \/usr\/lib <\/span><\/pre>\n
\u4fee\u6539\u4e3a\uff1a<\/span><\/p>\n
INCLUDE_DIRS := $(PYTHON_INCLUDE) \/usr\/local\/include \/usr\/include\/hdf5\/serial LIBRARY_DIRS := $(PYTHON_LIB) \/usr\/local\/lib \/usr\/lib \/usr\/lib\/x86_64-linux-gnu \/usr\/lib\/x86_64-linux-gnu\/hdf5\/serial <\/span><\/span><\/pre>\n
\u8fd9\u662f\u56e0\u4e3aUbuntu16.04\u7684\u6587\u4ef6\u5305\u542b\u4f4d\u7f6e\u53d1\u751f\u4e86\u53d8\u5316\uff0c\u5c24\u5176\u662f\u9700\u8981\u7528\u5230\u7684hdf5\u7684\u4f4d\u7f6e\uff0c\u6240\u4ee5\u9700\u8981\u66f4\u6539\u8fd9\u4e00\u8def\u5f84\u3002<\/span><\/p>\n
h\uff09\u82e5\u5b89\u88c5Anaconda\uff0c\u5219<\/span><\/p>\n
 <\/p>\n
\u6ce8\u91ca\u6389\u539f\u6765\u7684PYTHON_INCLUDE\uff0c\u4f7f\u7528ANACONDA\u7684\u914d\u7f6e\uff0c
\u6ce8\u610f\u6587\u4ef6\u7684<\/p>\n
ANACONDA_HOME := $(HOME)\/anaconda
\u53ef\u80fd\u9700\u8981\u6539\u4e3a<\/p>\n
ANACONDA_HOME := $(HOME)\/anaconda2<\/p>\n
\u6839\u636e\u81ea\u5df1\u7684\u60c5\u51b5<\/p>\n
#PYTHON_INCLUDE := \/usr\/include\/python2.7 \\
# \/usr\/lib\/python2.7\/dist-packages\/numpy\/core\/include
# Anaconda Python distribution is quite popular. Include path:
# Verify anaconda location, sometimes it's in root.
ANACONDA_HOME := $(HOME)\/anaconda2
PYTHON_INCLUDE := $(ANACONDA_HOME)\/include \\
$(ANACONDA_HOME)\/include\/python2.7 \\
$(ANACONDA_HOME)\/lib\/python2.7\/site-packages\/numpy\/core\/include \\<\/span>
\n#PYTHON_LIB := \/usr\/lib<\/span>
PYTHON_LIB := $(ANACONDA_HOME)\/lib<\/span><\/span>
\n
<\/span>  <\/p>\n
(4)<\/span><\/span>\u4fee\u6539makefile\u6587\u4ef6<\/span><\/p>\n
\u6253\u5f00makefile\u6587\u4ef6\uff0c\u505a\u5982\u4e0b\u4fee\u6539\uff1a
\u5c06\uff1a<\/p>\n
NVCCFLAGS +=-ccbin=$(CXX) -Xcompiler-fPIC $(COMMON_FLAGS)<\/pre>\n
\u66ff\u6362\u4e3a\uff1a<\/p>\n
NVCCFLAGS += -D_FORCE_INLINES -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)<\/span><\/pre>\n
(5)\u7f16\u8f91\/usr\/local\/cuda\/include\/host_config.h
<\/span><\/span><\/span><\/span>\u5c06\u5176\u4e2d\u7684\u7b2c115\u884c\u6ce8\u91ca\u6389\uff0c\u5c06<\/p>\n
#error<\/span>-- unsupported GNU version! gcc versions later than 4.9 are not supported!<\/span>\r\n\u6539\u4e3a\r\n<\/span>\/\/#error-- unsupported GNU version! gcc versions later than 4.9 are not supported!<\/span><\/pre>\n
(6)\u7f16\u8bd1caffe<\/span><\/span><\/p>\n
 <\/p>\n
make -j4<\/span> #-j\u6839\u636e\u81ea\u5df1\u7535\u8111\u914d\u7f6e\u51b3\u5b9a
\u7f16\u8bd1\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u4f1a\u51fa\u73b0\u5982\u4e0b\u9519\u8bef\uff1a
\u9519\u8bef\u5185\u5bb91\uff1a
\"fatal error: hdf5.h: \u6ca1\u6709\u90a3\u4e2a\u6587\u4ef6\u6216\u76ee\u5f55\"
\u89e3\u51b3\u529e\u6cd5\uff1a
step1\uff1a\u5728Makefile.config\u6587\u4ef6\u7684\u7b2c85\u884c\uff0c\u6dfb\u52a0\/usr\/include\/hdf5\/serial\/ \u5230 INCLUDE_DIRS\uff0c\u4e5f\u5c31\u662f\u628a\u4e0b\u9762\u7b2c\u4e00\u884c\u4ee3\u7801\u6539\u4e3a\u7b2c\u4e8c\u884c\u4ee3\u7801\u3002
\u5c06\uff1a
INCLUDE_DIRS := $(PYTHON_INCLUDE) \/usr\/local\/include
\u66ff\u6362\u4e3a\uff1a
INCLUDE_DIRS := $(PYTHON_INCLUDE) \/usr\/local\/include \/usr\/include\/hdf5\/serial\/
stept2\uff1a\u5728Makefile\u6587\u4ef6\u7684\u7b2c173\u884c\uff0c\u628a hdf5_hl \u548chdf5\u4fee\u6539\u4e3ahdf5_serial_hl \u548c hdf5_serial\uff0c\u4e5f\u5c31\u662f\u628a\u4e0b\u9762\u7b2c\u4e00\u884c\u4ee3\u7801\u6539\u4e3a\u7b2c\u4e8c\u884c\u4ee3\u7801\u3002
\u5c06\uff1a
LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_hl hdf5
\u6539\u4e3a\uff1a
LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_serial_hl hdf5_serial
\u9519\u8bef\u5185\u5bb92\uff1a
\"libcudnn.so.5 cannot open shared object file: No such file or directory\"
\u89e3\u51b3\u529e\u6cd5\u662f\u5c06\u4e00\u4e9b\u6587\u4ef6\u590d\u5236\u5230\/usr\/local\/lib\u6587\u4ef6\u5939\u4e0b\uff1a
#\u6ce8\u610f\u81ea\u5df1CUDA\u7684\u7248\u672c\u53f7\uff01<\/span><\/p>\n
 sudo<\/span> cp<\/span> \/usr\/local\/cuda-8.0<\/span>\/lib64\/libcudart.so.8.0<\/span> \/usr\/local\/lib\/libcudart.so.8.0<\/span> && sudo<\/span> ldconfig <\/span> sudo<\/span> cp<\/span> \/usr\/local\/cuda-8.0<\/span>\/lib64\/libcublas.so.8.0<\/span> \/usr\/local\/lib\/libcublas.so.8.0<\/span> && sudo<\/span> ldconfig <\/span> sudo<\/span> cp<\/span> \/usr\/local\/cuda-8.0<\/span>\/lib64\/libcurand.so.8.0<\/span> \/usr\/local\/lib\/libcurand.so.8.0<\/span> && sudo<\/span> ldconfig <\/span> sudo<\/span> cp<\/span> \/usr\/local\/cuda-8.0<\/span>\/lib64\/libcudnn.so.5<\/span> \/usr\/local\/lib\/libcudnn.so.5<\/span> && sudo<\/span> ldconfig<\/span><\/pre>\n
make test -j4<\/span><\/p>\n
make runtest<\/span><\/span><\/p>\n
\u82e5runtest\u62a5\u9519\uff0c\u5219\u5c1d<\/span>\u8bd5\u5728\uff5e\/.bashrc\u6587\u4ef6\u672b\u5c3e\u6dfb\u52a0\u8f93\u5165\u4e00\u884cexport <\/span>MKL_CBWR<\/span>=<\/span>AUTO\uff0c\u5373<\/span><\/span>\uff1a<\/p>\n
sudo <\/span>gedit ~\/.bashrc  <\/span><\/p>\n
export <\/span><\/span>MKL_CBWR<\/span>=<\/span>AUTO<\/span>     #\u6253\u5f00\u7684\u6587\u4ef6\u672b\u5c3e\u52a0\u5165\u8be5\u884c\uff0c\u7136\u540e\u4fdd\u5b58\u9000\u51fa\u3002  <\/span><\/p>\n
sudo <\/span><\/span><\/span>ldconfig            #\u7f16\u8bd1\u7acb\u5373\u751f\u6548 <\/span><\/p>\n
\u518d\u7f16\u8bd1\uff1a<\/span><\/span><\/p>\n
make clean  <\/span><\/p>\n
make -j4  <\/span><\/p>\n
make test -j4  <\/span><\/p>\n
make runtest  <\/span><\/p>\n
(7)\u7f16\u8bd1pycaffe<\/span><\/p>\n
a\uff09\u51c6\u5907Python\u73af\u5883<\/p>\n
sudo apt-get update<\/span><\/p>\n
sudo apt-get install python-pip python-dev python-numpy<\/span><\/p>\n
sudo apt-get install gfortran<\/span><\/p>\n
sudo pip install -r ${CAFFE_ROOT}\/python\/requirements.txt  <\/span>#${CAFFE_ROOT}\u4e3acaffe\u6839\u8def\u5f84<\/span><\/span><\/p>\n
sudo pip install pydot<\/span><\/p>\n
b\uff09Anaconda\u9700\u8981\u5c06caffe\u5934\u6587\u4ef6\u8fdb\u884c\u94fe\u63a5\uff08\u4e0d\u662fA<\/span>naconda\uff0c\u5219\u76f4\u63a5\u7f16\u8bd1\uff1amake pycaffe<\/span><\/span>\uff09\uff1a<\/span>
<\/span><\/span><\/p>\n
sudo gedit ~\/.bashrc<\/span><\/span><\/span><\/p>\n
export <\/span>PYTHONPATH<\/span>=<\/span>\"\/home\/jeson\/caffe\/python:$PYTHONPATH\"<\/span><\/p>\n
\u4fdd\u5b58\u540e\uff1a<\/span><\/span><\/p>\n
sudo ldconfig  <\/span><\/span><\/p>\n
make pycaffe  <\/span><\/span><\/p>\n
make distribute  <\/span><\/span><\/p>\n
ipython  <\/span><\/span><\/p>\n
import caffe<\/span><\/span><\/p>\n
(8)\u7f16\u8bd1matcaffe<\/span>\uff08gcc\u53ef\u4ee5\u4e0d\u7528\u964d\u7ea7\uff0c\u6211\u964d\u7ea7\u540ecaffe\u4e00\u76f4\u7f16\u8bd1\u4e0d\u901a\u8fc7\uff0c\u540e\u9762\u624d\u53d1\u73b0\u4e0d\u964d\u7ea7\u4e5f\u53ef\u4ee5\u7528\uff09<\/span><\/p>\n
\u5c06matlab\u4e0b\u7684libstdc++.so.6 \u66f4\u6539\u540d\u79f0\u4e3alibstd++.so.6_back(\u8ba9matlab\u627e\u4e0d\u5230\u8fd9\u4e2a)\uff0c\u8fd9\u6837\u5728\u6267\u884cmatlab\u7f16\u8bd1\u7684\u65f6\u5019\u4f1a\u81ea\u52a8\u53bb\u627e\u7cfb\u7edf\u7528\u7684\u5e93\u3002\u5177\u4f53\u4e3a\uff1a<\/span><\/span><\/span><\/p>\n
cd \/usr\/local\/MATLAB\/R2014a\/sys\/os\/glnxa64\/  <\/span><\/span><\/p>\n
sudo mv libstdc++.so.6 libstdc++.so.6_back  <\/span><\/span><\/p>\n
sudo ldconfig  <\/span><\/span><\/p>\n
cd ~\/caffe\/  <\/span><\/span><\/p>\n
make matcaffe   <\/span>(\u4f1a\u6709\u8b66\u544agcc\u7248\u672c\u4e0d\u652f\u6301\uff0c\u53ef\u5ffd\u7565\uff0c\u540e\u9762\u4f1a\u63d0\u793aMex\u6210\u529f)<\/span><\/span><\/span><\/span><\/p>\n
make mattest  <\/span><\/span><\/p>\n
\u82e5\u7f16\u8bd1\u6210\u529f\uff0c\u4f46\u5728\u8c03\u7528matcaffe\u63a5\u53e3\u65f6\u62a5\u9519\uff0c\u5982\uff1a<\/span><\/span><\/p>\n
\"libcudart.so.8.0 cannot open shared object file: No such file or directory\"<\/span><\/p>\n
\u5219\uff0c\u53ef\u7528ldd\u547d\u4ee4\u67e5\u770bcaffe_.mexa64\u6240\u4f9d\u8d56\u7684\u6240\u6709\u5e93\u6587\u4ef6\u8def\u5f84\uff0c\u5728\u7ec8\u7aef\u4e2d\u6267\u884c\uff1a<\/span><\/p>\n
ldd external\/caffe\/matlab\/caffe_faster_rcnn\/+caffe\/caffe_.mexa64<\/span><\/span><\/span><\/p>\n
\u5728Matlab\u547d\u4ee4\u7a97\u53e3\u4e2d\u6267\u884c\uff1a<\/span><\/span><\/span><\/p>\n
!ldd external\/caffe\/matlab\/caffe_faster_rcnn\/+caffe\/caffe_.mexa64<\/span><\/span><\/span><\/span><\/span><\/p>\n
\u53ef\u5c06\u8fd9\u4e9b\u6587\u4ef6\u94fe\u63a5\u6216\u590d\u5236\u5230Matlab\u8def\u5f84\u4e0b\uff08\/usr\/local\/MATLAB\/R2016b\/bin\/glnxa64\/)\u6216\u7cfb\u7edf\u8def\u5f84\/usr\/local\/lib\uff08Matlab\u4e2d\u76f8\u5e94\u7684\u6587\u4ef6\u5e94\u5220\u9664\u6216\u91cd\u547d\u540d\uff09\u3002<\/span><\/p>\n
\u6211\u89e3\u51b3\u7684\u65b9\u6848\u662f\u94fe\u63a5\u5230Matlab\u8def\u5f84\u4e0b\uff1a<\/span><\/p>\n
sudo ln -sf \/usr\/local\/cuda-8.0\/lib64\/libcudart.so.8.0 \/usr\/local\/MATLAB\/R2016b\/bin\/glnxa64\/libcudart.so.8.0<\/span><\/span><\/p>\n
sudo ln -sf \/usr\/local\/cuda-8.0\/lib64\/libcublas.so.8.0 \/usr\/local\/MATLAB\/R2016b\/bin\/glnxa64\/libcublas<\/span>.so.8.0<\/span><\/p>\n
sudo ln -sf \/usr\/local\/cuda-8.0\/lib64\/libcurand.so.8.0 \/usr\/local\/MATLAB\/R2016b\/bin\/glnxa64\/<\/span>libcurand<\/span><\/span>.so.8.0<\/span><\/span><\/span><\/p>\n
\u81f3\u6b64\uff0ccaffe\u914d\u7f6e\u548c\u7f16\u8bd1\u7ed3\u675f\u3002<\/p>\n
 <\/p>\n","protected":false},"excerpt":{"rendered":"
\u7ecf\u8fc7\u65e0\u6570\u6b21\u7684\u5931\u8d25\u540e\uff0c\u7ec8\u4e8e\u5b89\u88c5\u6210\u529f\uff0c\u5b89\u88c5\u8fc7\u7a0b\u5e76\u4e0d\u662f\u5f88\u96be\uff0c\u53ea\u662f\u9047\u5230\u95ee\u9898\u65f6\u5019\u7684\u89e3\u51b3\u65b9\u5f0f\u4e0d\u5bf9\uff0c\u5bfc\u81f4\u82b1\u8d39\u4e86\u4e0d\u5c11\u65f6\u95f4\u3002\u73b0\u5c06 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[28],"tags":[],"class_list":["post-13149","post","type-post","status-publish","format-standard","hentry","category-ubuntu"],"_links":{"self":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts\/13149","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/comments?post=13149"}],"version-history":[{"count":0,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts\/13149\/revisions"}],"wp:attachment":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/media?parent=13149"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/categories?post=13149"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/tags?post=13149"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}