Plenty of free parking along the residential side streets near the track. I have parked in nearby neighborhoods northwest, northeast, and southeast of the track during the Nationals. The fairgrounds parking lot is not free.

If you are heading north after the races, I would recommend parking somewhere across the street. Makes it easier to turn onto the busy main road. Enjoy your trip!