ubuntu14.04+caffe+cuda-7.5+opencv-3.1.0安装
2016-12-27 22:38
573 查看
本版本用的是Ubuntu14.04,cuda-7.5,opencv-3.10
安装NVIDIA
安装CUDA
安装依赖项
安装OPENCV
安装CAFFE
如果还是禁止不了,可以移除此文件(先备份),然后再重新加载一下,步骤如下:
重启电脑
添加路径,注意书写格式
方法一:
方法二:
编译caffe
安装NVIDIA
安装CUDA
安装依赖项
安装OPENCV
安装CAFFE
1. 安装NVIDIA
禁止Ubuntu自带的驱动,具体方法:sudo vim /etc/modprobe.d/nvidia-graphics-drivers.conf添加
blacklist nouveau
sudo vim /etc/default/grub添加
rdblacklist=nouveau nouveau.modeset=0
如果还是禁止不了,可以移除此文件(先备份),然后再重新加载一下,步骤如下:
mv /lib/modules/3.0.0-12-generic/kernel/drivers/gpu/drm/nouveau/nouveau.ko /lib/modules/3.0.0-12-generic/kernel/drivers/gpu/drm/nouveau/nouveau.ko.org
update-initamfs -u
重启电脑
Ctrl+Shift+tty1进入终端,关闭图形界面,
sudo /etc/init.d/lightdm stop
./NVIDIA-Linux-x86_64-370.28.run,可能要先添加执行权限
2. 安装CUDA
执行.run文件,./NVIDIA-Linux-x86_64-367.44.run,中间不需要重新安装驱动
添加路径,注意书写格式
方法一:
export CUDA_HOME=/usr/local/cuda-7.5 export LD_LIBRARY_PATH=${CUDA_HOME}/lib64 PATH=${CUDA_HOME}/bin:${PATH} export PATH
方法二:
sudo vim /etc/profile export PATH=/usr/local/cuda-7.5/bin:$PATH export LD_LIBRARY_PATH=/usr/local/cuda-7.5/lib64:$LD_LIBRARY_PATH
3. 安装依赖项
sudo apt-get install build-essential # basic requirement sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libboost-all-dev libhdf5-serial-dev libgflags-dev libgoogle-glog-dev liblmdb-dev protobuf-compiler #required by caffe sudo apt-get install python-pip sudo apt-get install python-numpy sudo apt-get install python-scipy sudo pip install Cython sudo apt-get install python-protobuf sudo apt-get install python-matplotlib sudo pip install scikit-image sudo pip install pyyaml sudo apt-get install python-opencv sudo pip insatll easydict
4. 安装OPENCV
解压opencv-3.1.0.zipcd opencv-3.1.0 mkdir release cd release cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local .. make -j8 sudo make install -j8
5. 安装CAFFE
安装Python依赖库,可通过如下命令(第三步骤中如果执行了,可以不用此步骤):for req in $(cat requirements.txt); do pip install $req; done
编译caffe
cd caffe-master cp Makefile.config.example Makefile.config vim Makefile.config (去掉`OPENCV_VESION=3`和`WITH_PYTHON_LAYER := 1`前的注释) make all -j8 make test -j8 make runtest -j8 make pycaffe
相关文章推荐
- ubuntu14.04+cuda-7.5(deb)+cuDNN+openCV+caffe 安装(安装笔记二)
- cuda7.5+cudnn5.1+opencv3.1(ubuntu14.04上安装caffe并测试)
- Ubuntu 14.04 + Caffe + Cuda 7.5 + Opencv 3.0安装教程
- ubuntu14.04+cuda-7.5(deb)+cuDNN+openCV+caffe 安装(安装笔记一)
- Caffe+Ubuntu 14.04 LTS + CUDA 7.5 + CUDNN 5.1.3 + Intel MKL + OpenCV 3.1 RC安装教程
- Ubuntu 14.04 64位系统安装cuda8.0+cudnn7.5+opencv+caffe 血泪教程
- (1)caffe总结之Ubuntu 14.04 + Caffe + Cuda 7.5 + Opencv 3.0安装教程
- Ubuntu14.04 安装 Caffe+CUDA 7.5
- ubuntu14.04-64位安装caffe+cuda7.5+opencv3.0完美教程2016.10.8
- 记一次ubuntu14.04+cuda7.5+cudnn v5+python+caffe的安装
- Caffe学习系列(1):安装配置ubuntu14.04+cuda7.5+caffe+cudnn
- Ubuntu14.04 安装CUDA7.5 + Caffe + cuDNN
- ubuntu14.04+cuda7.5+caffe安装教程
- ubuntu14.04安装cuda7.5+cudnn+caffe
- Ubuntu14.04上深度学习Caffe库安装指南(CUDA7.5 + opencv3.1)
- Ubuntu14.04 (Kylin)下安装cuda, opencv, matlab 及配置 caffe --过程附图
- Caffe搭建:Ubuntu14.04 + CUDA7.5 + opencv3.1+python3.5
- Ubuntu14.04+CUDA7.5+caffe安装说明(实测可用版)
- Ubuntu14.04 安装CUDA7.5 + Caffe + cuDNN