The penalty will be included in the federal taxes owed or it will reduce the federal tax refund.
If you have a penalty it will be on 1040 line 38. It is included in the tax due on line 37 or reduced a refund on line 35a. Nothing you have to do.
the penalty if any will be on line 38 of the 1040.