Fantasy, Strong Women and Strong Men, the Male Protagonist Has a Strong Background

A fantasy novel in which the female protagonist travels through time and falls in love with the male protagonist. In order to protect others, the female protagonist falls out of time and space, becomes injured and loses her memory, and gives birth to a child.