Ubuntu 下安装CUDA(安装:NVIDIA-384+CUDA9.0+cuDNN7.1)

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(安装:NVIDIA-384+CUDA9.0+cuDNN7.1)

显卡(GPU)驱动:NVIDIA-384

CUDA:CUDA9.0

cuDNN:cuDNN7.1

Ubuntu 下安装CUDA需要装NVIDIA驱动,首先进入NVIDIA官网,然后查询对应NVIDIA驱动是否支持你电脑的型号。

这里我的电脑是:华硕F450J ,自带的NVIDIA GEFORCE 745。

第一步、安装NVIDIA GPU驱动

NVIDIA官网查询是否支持我电脑的GPU如下

 

可以看出:GeForce 700M Series (Notebooks):

GeForce GTX 780M, GeForce GTX 770M, GeForce GTX 765M, GeForce GTX 760M, GeForce GT 755M, GeForce GT 750M, GeForce GT 745M, GeForce GT 740M, GeForce GT 735M, GeForce GT 730M, GeForce GT 720M, GeForce GT 710M, GeForce 720M, GeForce 710M, GeForce 705M

GeForce GT 745M为我电脑的型号,所以version:390.48是支持我的NVIDIAGPU驱动的。

所以第二部我们安装NVIDIA DISPLAY DRIVER  version:390.48 执行如下代码:

第一部分:安装后续步骤或环境必需的依赖包 

1 sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler   
2 
3 sudo apt-get install --no-install-recommends libboost-all-dev   
4 
5 sudo apt-get install libopenblas-dev liblapack-dev libatlas-base-dev   
6 
7 sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev   
8 
9 sudo apt-get install git cmake build-essential

输入以下代码输出如下信息则表示依赖环境安装成功

code:

1 sudo apt-get install git cmake build-essential 

显示:

1 Reading package lists... Done   
2 Building dependency tree
3 Reading state information... Done
4 build-essential is already the newest version (12.1ubuntu2). 
5 cmake is already the newest version (3.5.1-1ubuntu3).  
6 git is already the newest version (1:2.7.4-0ubuntu1.3).   
7 0 upgraded, 0 newly installed, 0 to remove and 126 not upgraded. 

表示依赖环境安装成功

 

第二部分:安装显示驱动

官网下载NVIDIA的显卡(GPU)驱动然后运行。或者直接终端上运行,执行如下代码。

sudo apt-get update  
sudo add-apt-repository ppa:graphics-drivers/ppa 
sudo apt-get update 
sudo apt-get install nvidia-384  
sudo apt-get install mesa-common-dev 
sudo apt-get install freeglut3-dev    

执行结束后,重新启动系统

sudo reboot  #或者sudo shutdown -r now

开机后检测是否安装显示驱动成功

nvidia-settings  #或者直接点击dash开始界面输入NVIDIA查看

显示如下信息表示安装成功

 配置环境变量

sudo gedit ~/.bashrc

在.bashrc中加入如下两行

export LD_LIBRARY_PATH=/usr/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH 
export LD_LIBRARY_PATH=/lib/x86_64-linux-gnu:$LD_LIBRARY_PATH

第二步、安装NVIDIA CUDA

第一部分、先进入NVIDIA官网的CUDA Toolkit 下载界面

如下图所示,下载CUDA Toolkit

注意:这个地方的提示,要安装这个CUDA Toolkit 9.1,需要先安装至少NVIDIA DISPLAY DRIVER R390 版本3.90以上。

CUDA Toolkit 

下载好CUDA Toolkit9.1后,执行如下代码进行安装(此处不需要安装OPGL),代码如下: 

1 sudo sh cuda_9.0.176_384.81_linux.run --no-opengl-libs    #run文件的文件名根据自己下的文件名修改,默认是我提供的文件 

输出显示:

 1 Do you accept the previously read EULA? 
 2 accept/decline/quit: accept 
 3 Install NVIDIA Accelerated Graphics Driver for Linux-x86_64 384.81? 
 4 (y)es/(n)o/(q)uit: n 
 5 Install the CUDA 9.0 Toolkit? 
 6 (y)es/(n)o/(q)uit: y 
 7 Enter Toolkit Location 
 8 [ default is /usr/local/cuda-9.0 ]:  
 9 Do you want to install a symbolic link at /usr/local/cuda? 
10 (y)es/(n)o/(q)uit: y 
11 Install the CUDA 9.0 Samples? 
12 (y)es/(n)o/(q)uit: y 
13 Enter CUDA Samples Location 
14 [ default is /home/pertor ]:  
15 Installing the CUDA Toolkit in /usr/local/cuda-9.0 ... 
16 Missing recommended library: libXmu.so 

添加环境变量: 

sudo gedit ~/.bashrc

export PATH=/usr/local/cuda-8.0/bin:$PATH
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH

source ~/.bashrc

验证CUDA9.0是否安装成功

cd /usr/local/cuda-8.0/samples/1_Utilities/deviceQuery

sudo make

./deviceQuery

输出如下信息表示成功安装

./deviceQuery Starting...

 CUDA Device Query (Runtime API) version (CUDART static linking)

Detected 1 CUDA Capable device(s)

Device 0: "GeForce GT 740M"
  CUDA Driver Version / Runtime Version          8.0 / 8.0
  CUDA Capability Major/Minor version number:    3.5
  Total amount of global memory:                 2004 MBytes (2100953088 bytes)
  ( 2) Multiprocessors, (192) CUDA Cores/MP:     384 CUDA Cores
  GPU Max Clock rate:                            1032 MHz (1.03 GHz)
  Memory Clock rate:                             800 Mhz
  Memory Bus Width:                              64-bit
  L2 Cache Size:                                 524288 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(65536), 2D=(65536, 65536), 3D=(4096, 4096, 4096)
  Maximum Layered 1D Texture Size, (num) layers  1D=(16384), 2048 layers

第三步、安装NVIDIA cuDNN

登录官网下载cuDNN 

这个需要申请账号,注册后进入官网,如下图所示

  cuDNN 的全称是 The NVIDIA CUDA® Deep Neural Network library,是专门用来对深度学习加速的库,它支持 Caffe2, MATLAB, Microsoft Cognitive Toolkit, TensorFlow, Theano 及 PyTorch 等深度学习的加速优化,目前最新版本是 cuDNN 7.1,接下来我们来看下它的安装方式。 

下载链接:https://developer.nvidia.com/rdp/cudnn-download,需要注册之后才能打开,这里我们选择 cuDNN v7.1.1 (Feb 28, 2018), for CUDA 9.0,然后选择 cuDNN v7.1.1 Library for Linux,如图所示: 

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