Is it obligatory for the Hadd punishment to be carried out on the rapist and the rape victim, given that the rape victim was a young girl who did not comprehend what the rapist was doing?

If a person was subjected to the act of the people of Lot while being underage, or was coerced into it, the prescribed punishment (execution) is not applied to him; because a minor and someone who is coerced are not held accountable. The implementation of punishments is for the ruler or his representative.