Support gzip compression with @stateful decorator

[rafidka]

@stateful decorator can be useful with objects whose state is large, e.g. a neural network model with millions of parameters. For such cases, it is useful to save the state in compressed form. In addition to reducing the save on disk, it is also useful to decrease the time over the wire if the state is being saved on a remote location.