06 Feb 2017

AWS Ubuntu Install TensorFlow

Steps to install TensorFlow to AWS ubuntu node, some tips

AWS Part

1. Go to AWS https://aws.amazon.com
2. Create the free Ubuntu node, I use “Ubuntu Server 16.04 LTS (HVM), SSD Volume Type”
3. Security setting, open 8888, 80, 22, ICMP ports

Python Part

1. Must run source update in Ubuntu

$ sudo apt-get update

1. AWS Ubuntu defaul install python3 and python-minimal which is 2.7, we can manually install python2.7

$ sudo apt-get install python2.7

1. Install pip + Virtualenv(virtual machine include docker)

$ sudo apt-get install python-pip python-dev python-virtualenv

1. Install all the python Lib(very big)

$ sudo apt-get install python-numpy python-scipy python-matplotlib ipython ipython-notebook python-pandas python-sympy python-nose python-sklearn

TensorFlow Part

1. Get TensorFlow package by virtualenv

$ virtualenv --system-site-packages ~/tensorflow

1. Active TensorFlow

$ source ~/tensorflow/bin/activate  # If using bash

1. Startup TensorFlow docker

$ sudo docker run -p 8888:8888 --name tensorflow-udacity -it gcr.io/tensorflow/udacity-assignments:0.6.0

if exist

$ sudo docker start -ai tensorflow-udacity

Visit Your TensorFlow

1. visit http://{your AWS IP}:8888

Setup environment always annoying, Enjoy!

Til next time,
at 00:00