Fork me on GitHub

Linux上配置Jupyter Notebook远程访问

现在运行深度学习的程序基本需要比较高配置的GPU服务器,所以一般会通过自己的电脑远程访问服务器。但是服务器上没有浏览器,我想在服务器上运行Jupyter Notebook该怎么访问呢?

安装ipython, jupyter

1
2
pip install ipython
pip install jupyter

如果是在Anaconda虚拟环境中运行Jupyter的话还需要安装conda install notebook ipykernelPython3适用

生成配置文件

1
2
jupyter notebook --generate-config
# /home/hailin/.jupyter/jupyter_notebook_config.py

生成密码

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
hailin@601GPU /]$ ipython
Python 3.5.2 |Continuum Analytics, Inc.| (default, Jul 2 2016, 17:53:06)
Type "copyright", "credits" or "license" for more information.

IPython 5.1.0 -- An enhanced Interactive Python.
? -> Introduction and overview of IPython's features.
%quickref -> Quick reference.
help -> Python's own help system.
object? -> Details about 'object', use 'object??' for extra details.

In [1]: from notebook.auth import passwd

In [2]: passwd()
Enter password:
Verify password:
Out[2]: 'sha1:43b95b731276:5d330ee6f6054613b3ab4cc59c5048ff7c70f549'

修改默认配置文件

1
2
3
4
5
6
7
vi /home/hailin/.jupyter/jupyter_notebook_config.py

c.NotebookApp.ip='*' #设置访问notebook的ip,*表示所有IP,这里设置ip为都可访问  
c.NotebookApp.allow_remote_access = True
c.NotebookApp.password = 'sha1:5df252f58b7f:bf65d53125bb36c085162b3780377f66d73972d1' #填写刚刚生成的密文  
c.NotebookApp.open_browser = False # 禁止notebook启动时自动打开浏览器(在linux服务器一般都是ssh命令行访问,没有图形界面的。所以,启动也没啥用)  
c.NotebookApp.port =8888 #指定访问的端口,默认是8888

启动jupyter notebook

1
jupyter notebook

本地浏览器访问远程

http://202.116.46.256:8888/tree?

您的支持将鼓励我继续创作!