title: Setting up AWS EC2 instance with Tensorflow 2.0 -- AMI versus building it yourself?
body: <p>I need to setup an AWS EC2 GPU instance with Tensorflow 2.0. All of the docs that I have seen indicate that the current AWS AMI images only support Tensorflow 1.14 or 1.15, but not Tensorflow 2.0. Hence I was wondering what is the best way to get Tensorflow-gpu 2.0 on an AWS instance. </p>
  
  <p>I could create an EC2 GPU instance, install the Nvidia drivers, and then install a docker instance using <code>nvidia-docker</code> and <code>Tensorflow 2.0.</code> Or is it easier to just install an AWS AMI image with Tensorflow 1.14 and then upgrade to Tensorflow 2.0? It is not clear which approach makes more sense. </p>
  
  <p>Any suggestions would be welcome.   </p>