My accountant puts in a tax return for me every year so I don't get fined. There is nothing much on it and he doesn't charge me much. I don't stay in Australia more than half the year but resident or not a resident I have never heard anything from the tax office while I have been living here.
https://www.expattaxes.com.au/do-i-need-to-lodge-a-tax-return/