I’ve never grown cherries but I grow other things and they tend to love slow release nutrients.

I’m sure they’d be very happy if you give them an inch or two layer of compost around their base, and may reward you with a bountiful harvest next year in return.

No need to dig it in or anything. Nature will do her thing, with worms and such. Just dump and spread around.