之前配过一遍都忘光了,现在要重新配一遍真是好难过。。。特此记录参考网站以便查阅。


=============

环境:Ubuntu 12.04+Cuda5.5


1. 判断安装环境:

The setup of CUDA development tools on a system running the appropriate version of Linux consists of a few simple steps:

  • Verify the system has a CUDA-capable GPU.
  • Verify the system has a supported version of Linux.
  • Verify the system has gcc installed.
官方配置手册:http://docs.nvidia.com/cuda/cuda-getting-started-guide-for-linux/index.html

2. 下载镜像:

https://developer.nvidia.com/cuda-downloads

下run好了


3. 安装必要的库

sudo apt-get install freeglut3-dev build-essential libx11-dev libxmu-dev
libxi-dev libgl1-mesa-glx libglu1-mesa libglu1-mesa-dev

4. 删除已有nvidia,拉黑名单

sudo apt-get remove --purge nvidia*
sudo nano /etc/modprobe.d/blacklist.conf

blacklist.conf加入

lacklist amd76x_edac
blacklist vga16fb
blacklist nouveau
blacklist rivafb
blacklist nvidiafb
blacklist rivatv

5. Ctrl+Alt+F1, 登陆后安装

sudo service lightdm stop
chmod +x cuda_5.5.22_linux_64.run
sudo ./cuda_5.5.22_linux_64.run


Cuda5.5集成了toolkit,sdk和driver, 所以安装的时候一路同意下来就好了


6. 得到以下安装结果

    Driver:   Installed
    Toolkit:  Installed In /Usr/Local/Cuda-5.0
    Samples:  Installation Failed. Missing Required Libraries.

也就是SDK安装失败,这个官方手册上也提到了解决方案。


7. 单独安装SDK

解压sdk:

sh cuda_5.5.22_linux_64.run -extract=/path/to/extract/dir/

到根目录下的 /path/to/extract/dir/去找c uda-samples_5.5.22_*******.run, 安装

sh cuda-samples_5.5.22_*******.run


8. Path配置:

$sudo gedit etc/profile或~/.bashrc

export PATH=$PATH:/usr/local/cuda-5.5/bin
export LD_LIBRARY_PATH=/usr/local/cuda-5.5/lib64:/lib

使之生效:

source /etc/profile(对应profile)或sudo ldconfig(对应bashrc)


还有一种装sdk的方法见http://askubuntu.com/questions/338907/how-to-install-cuda-5-5-under-ubuntu-12-04-lts-64-bit


9. 验证

见官网http://docs.nvidia.com/cuda/cuda-getting-started-guide-for-linux/index.html#verify-installation

nvcc-V:


deviceQuery:



10. Cuda Hello World:

https://devtalk.nvidia.com/default/topic/486692/cuda-programming-and-performance/guide-installing-cuda-sdk-on-linux-walkthrough-on-how-to-install-the-cuda-sdk-and-build-the-example/

正文最下方


11. 装好theano的前提下配置~/.theanorc配置GPU

sudo vim ~/.theanorc

写入

[global]

floatX = float32

device = gpu

进行测试:http://deeplearning.net/software/theano/tutorial/using_gpu.html#testing-theano-with-gpu



=============

此外附上其他配置参考:

1. theano+python模块

(Ubuntu 12.04自带python不用装,但要注意系统里很多模块依赖python,没事不要随便删!!!)

http://www.cnblogs.com/Ponys/p/3438491.html




感兴趣的小伙伴请关注本人博客和微博Rachel____Zhang



PS:CSDN新加的验证码功能好坑爹啊,人眼都看不清!试了6次才发出去。。。


GitHub 加速计划 / li / linux-dash
10.39 K
1.2 K
下载
A beautiful web dashboard for Linux
最近提交(Master分支:2 个月前 )
186a802e added ecosystem file for PM2 4 年前
5def40a3 Add host customization support for the NodeJS version 4 年前
Logo

旨在为数千万中国开发者提供一个无缝且高效的云端环境,以支持学习、使用和贡献开源项目。

更多推荐