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直感Deep Learning, dockerに挑戦(1) pull 書籍通り

Last updated at Posted at 2018-09-22
$ docker pull floydhub/dl-docker:cpu

cpu: Pulling from floydhub/dl-docker
6c953ac5d795: Pull complete 
3eed5ff20a90: Pull complete 
f8419ea7c1b5: Pull complete 
51900bc9e720: Pull complete 
a3ed95caeb02: Pull complete 
46bb9e850895: Pull complete 
e07079b02cd9: Pull complete 
45bd5a47614d: Pull complete 
4ba5917b4dc5: Pull complete 
e197926eeea3: Pull complete 
376f5cc0ea36: Pull complete 
590b9a27bdc2: Pull complete 
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ed3b9bf2301a: Pull complete 
aac3c3ae382f: Pull complete 
13397679ef8c: Pull complete 
62d30df21bd1: Pull complete 
3329da8ba1ff: Pull complete 
669806fb3edd: Pull complete 
43a371cb28cc: Pull complete 
ffa9a85a3cc7: Pull complete 
Digest: sha256:377e9443b323ff2346d33b096f3bd4b7ae0a707823dd8430e093cccf59e021e9
Status: Downloaded newer image for floydhub/dl-docker:cpu
$ docker run -it -p 8888:8888 -p 6006:6006 floydhub/dl-docker:cpu bash

root@01dc6ad0394a:~# ls
caffe  iTorch  run_jupyter.sh  torch
root@01dc6ad0394a:~# ls -al
total 52
drwx------  1 root root 4096 Jun 13  2016 .
drwxr-xr-x  1 root root 4096 Sep 20 06:31 ..
-rw-r--r--  1 root root 3106 Feb 20  2014 .bashrc
drwx------  1 root root 4096 Jun 13  2016 .cache
drwxr-xr-x  3 root root 4096 Jun 13  2016 .cmake
drwxr-xr-x  8 root root 4096 Jun 13  2016 .ipython
drwxr-xr-x  2 root root 4096 Jun 13  2016 .jupyter
-rw-r--r--  1 root root  140 Feb 20  2014 .profile
-rw-r--r--  1 root root  178 Jun 13  2016 .theanorc
drwxr-xr-x 16 root root 4096 Jun 13  2016 caffe
drwxr-xr-x  7 root root 4096 Jun 13  2016 iTorch
-rw-r--r--  1 root root  733 Jun 13  2016 run_jupyter.sh
drwxr-xr-x  1 root root 4096 Jun 13  2016 torch
root@01dc6ad0394a:~# sh run_jupyter.sh --allow-root
The Jupyter HTML Notebook.

This launches a Tornado based HTML Notebook Server that serves up an
HTML5/Javascript Notebook client.

Subcommands
-----------

Subcommands are launched as `jupyter-notebook cmd [args]`. For information on
using subcommand 'cmd', do: `jupyter-notebook cmd -h`.

list
    List currently running notebook servers.

Options
-------

Arguments that take values are actually convenience aliases to full
Configurables, whose aliases are listed on the help line. For more information
on full configurables, see '--help-all'.

--script
    DEPRECATED, IGNORED
--pylab
    DISABLED: use %pylab or %matplotlib in the notebook to enable matplotlib.
--debug
    set log level to logging.DEBUG (maximize logging output)
--no-browser
    Don't open the notebook in a browser after startup.
-y
    Answer yes to any questions instead of prompting.
--no-mathjax
    Disable MathJax
    
    MathJax is the javascript library Jupyter uses to render math/LaTeX. It is
    very large, so you may want to disable it if you have a slow internet
    connection, or for offline use of the notebook.
    
    When disabled, equations etc. will appear as their untransformed TeX source.
--no-script
    DEPRECATED, IGNORED
--generate-config
    generate default config file
--certfile=<Unicode> (NotebookApp.certfile)
    Default: u''
    The full path to an SSL/TLS certificate file.
--ip=<Unicode> (NotebookApp.ip)
    Default: 'localhost'
    The IP address the notebook server will listen on.
--pylab=<Unicode> (NotebookApp.pylab)
    Default: 'disabled'
    DISABLED: use %pylab or %matplotlib in the notebook to enable matplotlib.
--log-level=<Enum> (Application.log_level)
    Default: 30
    Choices: (0, 10, 20, 30, 40, 50, 'DEBUG', 'INFO', 'WARN', 'ERROR', 'CRITICAL')
    Set the log level by value or name.
--port-retries=<Integer> (NotebookApp.port_retries)
    Default: 50
    The number of additional ports to try if the specified port is not
    available.
--notebook-dir=<Unicode> (NotebookApp.notebook_dir)
    Default: u''
    The directory to use for notebooks and kernels.
--keyfile=<Unicode> (NotebookApp.keyfile)
    Default: u''
    The full path to a private key file for usage with SSL/TLS.
--client-ca=<Unicode> (NotebookApp.client_ca)
    Default: u''
    The full path to a certificate authority certifificate for SSL/TLS client
    authentication.
--config=<Unicode> (JupyterApp.config_file)
    Default: u''
    Full path of a config file.
--port=<Integer> (NotebookApp.port)
    Default: 8888
    The port the notebook server will listen on.
--transport=<CaselessStrEnum> (KernelManager.transport)
    Default: 'tcp'
    Choices: [u'tcp', u'ipc']
--browser=<Unicode> (NotebookApp.browser)
    Default: u''
    Specify what command to use to invoke a web browser when opening the
    notebook. If not specified, the default browser will be determined by the
    `webbrowser` standard library module, which allows setting of the BROWSER
    environment variable to override it.

To see all available configurables, use `--help-all`

Examples
--------

    jupyter notebook                       # start the notebook
    jupyter notebook --certfile=mycert.pem # use SSL/TLS certificate

[C 06:34:04.978 NotebookApp] Bad config encountered during initialization:
[C 06:34:04.978 NotebookApp] Unrecognized flag: '--allow-root'

shで実行権のないshell scriptを実行するのは少し嫌かも。

root@01dc6ad0394a:~# chmod +x run_jupyter.sh 
root@01dc6ad0394a:~# ./run_jupyter.sh 
[I 06:36:56.525 NotebookApp] Copying /root/.ipython/kernels -> /root/.local/share/jupyter/kernels
[I 06:36:56.536 NotebookApp] Writing notebook server cookie secret to /root/.local/share/jupyter/runtime/notebook_cookie_secret
[W 06:36:56.549 NotebookApp] WARNING: The notebook server is listening on all IP addresses and not using encryption. This is not recommended.
[W 06:36:56.549 NotebookApp] WARNING: The notebook server is listening on all IP addresses and not using authentication. This is highly insecure and not recommended.
[I 06:36:56.558 NotebookApp] Serving notebooks from local directory: /root
[I 06:36:56.558 NotebookApp] 0 active kernels 
[I 06:36:56.558 NotebookApp] The Jupyter Notebook is running at: http://[all ip addresses on your system]:8888/
[I 06:36:56.559 NotebookApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).


^cで止める。
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