本教程基于Linux物理机进行相关配置,要求物理机中包含N卡且Capbility>=3.0,小于3.0(Fermi架构)只允许配置cuda,不能配置使用Cudnn:

本教程分为:

1.安装NVIDIA驱动(默认使用nvidia-384)

2.安装cuda加速工具

3.安装cudnn

4.配置opencv2.4.13

5.配置并运行darknet

1.安装NVIDIA驱动:

打开终端输入

sudo
apt-get install nvidia-384

等待安装结束

重启物理机,输入nvidia-smi,若终端能显示

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alt="" name="Image1" width="643" height="361" align="left" border="0" />明安装成功

2.安装cuda:

前往Cuda官网下载Cuda8.0的相关程序

网址为https://developer.nvidia.com/cuda-80-ga2-download-archive

之所以选择这个版本是因为对于TensorFlow等相关工具也试用,不会出现cuda等级过高的问题

相关程序在压缩文件中也将会打包一份(我下载的是.run文件,避免了软件源更新失败无法安装的问题)

接着我们按住CTRL+ALT+F1,进入非图形化界面

执行

sudo
service lightdm stop

关闭图形化界面(检测的时候使用(CTRL+ALT+F7),若无法返回桌面,表示图形化桌面正常关闭)

进入down好的cuda文件的所在文件夹sudo sh cuda_8.0.61_375.26_linux.run –no-opengl-libs

同意相关协议后,会弹出是否安装NVIDIA驱动,我们选择no,我们已经安装过了384版本的NVIDIA驱动,故无需安装cuda中配带的驱动
然后其他按照默认执行,当代码结束后,执行sudo reboot重启命令
重启后,配置cuda环境变量
sudo gedit ~/.bashrc
在该文件最后加入两行并保存
export LD_LIBRARY_PATH=/usr/local/cuda-8.0/lib64:$LD_LIBRARY_PATH
export PATH=/usr/local/cuda-8.0/bin:$PATH
退出后在终端中输入
source ~/.bashrc
使环境生效
在终端中重新敲入nvcc -V判断是否安装成功

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alt="" name="Image2" width="643" height="361" align="left" border="0" />
图表示安装成功,此时
cuda已经安装完成,然后我们可以进入/usr/local/cuda-8.0/samples/1_Utilities/deviceQuery
查看自己的显卡运算能力
运行
sudo make
编译完成后运行
./deviceQuery
最后一行显示pass表示cuda安装成功,第二行显示的是显卡各个Sp的运算能力

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" alt="" name="Image3" width="643" height="361" align="left" border="0" /> 图表明显卡运算能力是2.1,成功安装好cuda

3.安装cudnn:

Cudnn能够基于cuda的基础上再加速十倍附近的效果,但是要求显卡运算能力必须达到3.0以上才可以配置,否则虽然预测效果快但是无法出现效果。

https://developer.nvidia.com/rdp/cudnn-download #cudnn下载网址

我们选择.V5.1版本cudnn配对于cuda8.0

在终端输入:

sudo cp cudnn.h /usr/local/cuda/include/ #复制头文件

cd ../lib64 #打开lib64目录

sudo cp lib* /usr/local/cuda/lib64/ #复制库文件

sudo chmod a+r /usr/local/cuda/include/cudnn.h /usr/local/cuda/lib64/libcudnn* #给所有用户增加这些文件的读权限

建立软连接:

cd
/usr/local/cuda/lib64/

sudo rm -rf libcudnn.so libcudnn.so.5

sudo
ln -s libcudnn.so.5.1.3 libcudnn.so.5

sudo
ln -s libcudnn.so.5 libcudnn.so

设置环境变量,终端输入

sudo gedit /etc/profile 

在代码末尾加入

PATH=/usr/local/cuda/bin:$PATH export PATH

进行相关环境配置:

sudo gedit /etc/ld.so.conf.d/cuda.conf(该目录下原先不存在该文件)

输入

/usr/local/cuda/lib64

保存退出

输入

sudo ldconfig

到此cuda和cudnn的就已经成功安装完成

4.配置opencv2.4.13

首先搭建依赖环境:

sudo apt-get install build-essential

安装依赖包
sudo apt-get install cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev
安装可选包
sudo apt-get install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libjasper-dev libdc1394-22-dev

其次下载opencv

sudo wget https://github.com/Itseez/opencv/archive/2.4.13.zip

解压后进入opencv-2.4.13文件夹

输入

mkdir release

创建release文件夹

cd release

cmake -DCMAKE_BUILD_TYPE=RELEASE -DCMAKE_INSTALL_PREFIX=/usr/local..
编译opencv
sudo make -j4
安装
sudo make install
设置相关路径:
sudo gedit /etc/ld.conf.d/opencv.conf
此文件原来也是不存在的
添加上
/usr/local/lib
保存
运行
sudo ldconfig
配置环境:
sudo gedit ~/.bashrc
在文件最后加上环境变量
PKG_CONFIG_PATH=$PKG_CONFIG_PATH:/usr/local/pkgconfig
export PKG_CONFIG_PATH
保存后运行
source ~/.bashrc 5.配置并运行darknet
下载darknet源码及文件
git clone https://github.com/pjreddie/darknet.git
若没有git运行
sudo apt-get install git
然后我们进入darknet文件夹
cd darknet
备份一份Makefile
cp Makefile Makefile-bak
接着修改Makefile中的参数
修改
GPU = 1
CUDNN = 1
OPENCV = 1
然后知道找到NVCC=nvcc
更改为
NVCC = /usr/local/cuda/bin/nvcc
保存退出
make -j12
成功的话文件夹下会生成darknet可执行文件 参考blog:
https://blog.csdn.net/prototype___/article/details/79797611
https://blog.csdn.net/gzj_1101/article/details/78651650
https://blog.csdn.net/c406495762/article/details/62896035

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