Do the temporary hit points from heroism accumulate each round?

Temporary hit points aren’t cumulative. The spell would tell you if you were meant to add together the temporary hit points it provides. At the start of each of your turns, the spell, effectively, refreshes the number of temporary hit points you have from it; if you lost some or all of the temporary hit points, the spell gives them back to you.