title: how to restore the learning rate in TF from previously saved checkpoint ?
body: <p>I have stopped training at some point and saved checkpoint, meta files etc.
  Now when I want to resume training, I want to start with last running learning rate of the optimizer. Can you provide a example of doing so ?</p>