Preheat oven to 325F (160C). Line a baking sheet with parchment paper. Beat the butter, sugar and eggs in a large bowl of an electric mixer until light and fluffy. Meanwhile, whisk flour, baking powder and salt together. Add dry ingredients to the whipped butter mixture and stir only to incorporate. Add the walnuts and dried cherries and mix well.