How to Setup GPU for TensorFlow in the Cloud

This tutorila will show you how to create a google cloud enviornment to perform Tensorflow machine learning tasks with a GPU graphic processing unit. We will use Google Compute Engine in conjunction with a Tesla K80 Nvidia GPU card. We will also create a jupyter notebook to use in the browser as an example. We will also use docker as an easy way to create a tensorflow enviornment. In general, if the step of the process can be described such as "do this mathematical operation thousands of times", then send it to the GPU.