pinemosquito / tensorflow

Docker and Tensorflow

Installation of Docker on Mac OS

Install docker

Download the Docker installer
Mount ‘Docker.dmg’
Copy Docker.app to your Application directory
Double click Docker.app and wait for Docker to finish starting up
Open terminal and run the docker hello-world image
Verify Version 17.09.1-ce-mac42

Installation of tensorflow on Mac OS

Install tensorflow

From terminal,
docker run -it gcr.io/tensorflow/tensorflow:latest-devel
You should see root@xxxxxxxxxxxx# which means docker is running

Test installations

python
>>>import tensorflow as tf
>>>hello = tf.constant('Hello, TensorFlow!')
>>>sess = tf.Session()
>>>print(sess.run(hello))
If you see Hello, TensorFlow! Then it works
quit() to leave Python shell

Eager Installation

You will need version 1.5.0 to install Eager. My version of Tensorflow was 0.1.2

$docker run -it gcr.io/tensorflow/tensorflow:latest-devel
root@37eec9a002ca:~# 
This means installation is successful and docker is running
#python
>>>import tensorflow as tf
>>>tf.__version__
1.5.0
>>quit() 
#control-D

Pulling docker image

Open terminal

docker pull tensorflow/tensorflow

test image

docker run -it -p 8888:8888 tensorflow/tensorflow

Cloning repo

Clone github repo https://github.com/aamini/introtodeeplearning_labs

Unzip folder to anywhere, for me, I will unzip to ~/desktop/introtodeeplearning_labs-master

Open terminal

docker run -it -p 8888:8888 -v ~/desktop/introtodeeplearning_labs-master:/notebooks tensorflow/tensorflow

in browser, navigate to URL provided by docker

Exit docker

Control-D