Fight between my cat and dog

In our homes we generaly keep dog and cat as pet because both are loyal. But can cat and dog live together? Not always, my cat is very clever and my dog always try to chase her but never succeeds. But once they had a serious encounter. Even dog was more powerful but when cat gave a slap on his face he ran away. That was strage, have you also seen such incident?