title: Differentiable round function in Tensorflow?
body: <p>So the output of my network is a list of propabilities, which I then round using tf.round() to be either 0 or 1, this is crucial for this project. 
  I then found out that tf.round isn't differentiable so I'm kinda lost there.. :/ </p>