Your coach is an idiot. There are so many of this anorexic ungly bitches running nice times. Most of them don't menstruate. Look ugly. Real ugly. And most of them develop stress fractures.
You can how ever loose a bit of weight to perform better. For example after the winter.
But its better to eat right and train a lot to boost your metabolism. (Base phase)