Dress like everyone else, but add a sport coat or blazer. Also, make sure your clothes actually fit. You run the risk of becoming "That guy" if you are the only trainee to show up in a suit.
It's a shame they demand black trousers. Maybe you could slip some charcoal trousers and a navy blazer with smoked mop buttons by?