It means: hurry up, hurry up and do something, mostly used in spoken English, which is equivalent to "catch up" in Northeast dialect.
Example: Hurry up! The train is about to leave. Come on! The train will leave soon.
Please send a telegram as soon as possible. Please send these telegrams quickly.