Is there an exemption for Penalty?

Is there an exemption for Penalty?

If below conditions are met, penalty will not be applicable:
  1. The tax deducted is paid to the Government.
  2. Late filing fees and interest (if any) is paid to the Government.
  3. The return is filed before the expiry of a one year from the due date.