Drive past the park sign and walk down the railroad bed from Railroad Ave., Gilroy Rustic Park Trail
The parks entrance is on Railroad Ave. If you pass that sign just 40 yards down the street is the Railroad bed. You could park and walk from that point adding maybe another .25 miles one way.