In a remarkable series of flashbacks, the movie indicates that Rose must be still in love with Tommy Swann (they were engaged, but he jilted her), and he may well be the father of her young son.
The movie depicts an extraordinary series of flashbacks, suggesting that Rose's emotions for Tommy Swann remain strong (they had planned to marry, but he rejected her), and he might possibly be the parent of her infant son.