Support customizing where state are saved by the @stateful decorator

[rafidka]

Saving the state on disk can sometimes be lost, for example using the library on a Kaggle kernel. For such cases, it is desired to save the state on a remote location, e.g. the cloud. To make this achievable, we need to support customization of where states are saved.