No one was injured in the incident at the reception attended by US President Donald Trump, CNN anchor Jake Tapper confirmed live on air.
He added that security had escorted US administration officials from the venue.
Trump is safe after the shooting, and his cabinet members were also unharmed, CNN reported citing sources.