I think you are talking about the 2011 TV Series. More information is here:
http://www.imdb.com/title/tt1590961/
A squad of U.S. marshals team up with cons (former fugitives) to work together on tracking down prison escapees in exchange for getting time off their sentences. Sounds exciting.