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git init                                                  # 初始化本地git仓库（创建新仓库）
git config --global user.name "xxx"                       # 配置用户名
git config --global user.email "xxx@xxx.com"              # 配置邮件
git config --global color.ui true                         # git status等命令自动着色
git config --global color.status auto
git config --global color.diff auto
git config --global color.branch auto
git config --global color.interactive auto
git config --global --unset http.proxy                    # remove  proxy configuration on git
git clone git+ssh://git@192.168.53.168/VT.git             # clone远程仓库

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In this article, I will share some of my experience on installing NVIDIA driver and CUDA on Linux OS. Here I mainly use Ubuntu as example. Comments for CentOS/Fedora are also provided as much as I can.

Table of Contents

• Install NVIDIA Graphics Driver via apt-get
• Install NVIDIA Graphics Driver via runfile
  • Remove Previous Installations (Important)
  • Download the Driver
  • Install Dependencies
  • Creat Blacklist for Nouveau Driver

• Stop lightdm/gdm/kdm

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ubuntu 添加新硬盘

查看硬盘：

# fdisk -l
...
Disk /dev/sdb: 274.9 GB, 274877906944 bytes
255 heads, 63 sectors/track, 33418 cylinders, total 	536870912 sectors
Units = sectors of 1 * 512 = 512 bytes
Sector size (logical/physical): 512 bytes / 512 bytes

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fatal error: cuda.h: No such file or directory

Solution: explicitly export cuda include path by

export CPATH=/path/to/cuda/include

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Instructions to Use GPU Containers

• Login to Server and Check GPU
• Install Anaconda
• Download CUDNN and Add Environment Path
• Install and Test Tensorflow with Keras
• Install and Test PyTorch

Login to Server and Check GPU

First, book the GPU here. SSH to the server and start the GPU container by

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Issues When Using Torch

(1) Install loadcaffe by luarocks

Problem: Protobuf is too old
Reason: the libprotobuf-dev of apt-get is outdated

Solution Steps
First, Get the latest protobuf.

• Install from source, or
• Use the package of anaconda, which is installed in anaconda2/pkgs/libprotobuf-3.2.0-0

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Window size changed when open the tmux with different size of screens.

Solution: tmux detach -a

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export CC=/path/to/gcc
export CXX=/path/to/g++

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C Extension errors

No cuda.h

export CPATH=/path/to/cuda/include

Set c99

export CXXFLAGS="-std=c++11"

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Specify gcc

export CC=/usr/bin/gcc-4.7
export CXX=/usr/bin/g++-4.7

Specify Protobuf when building

export CMAKE_LIBRARY_PATH="$HOME/anaconda2/pkgs/libprotobuf-3.2.0-0/lib:$CMAKE_LIBRARY_PATH"
export CMAKE_INCLUDE_PATH="$HOME/anaconda2/pkgs/libprotobuf-3.2.0-0/include:$CMAKE_INCLUDE_PATH"