Back up and restore trial state

[NikitaShubin]

Hi!

I use distributed hyperparameter tuning in several hosts. From time to time, I have to free up some resources for other tasks: interrupt some workers. Keras has a BackupAndRestore-callback, which allows you to resume treaning after an interruption. It would be great to have a similar mechanism for trials