If you were physically in the state of Virginia working you should have VA tax withheld. You will file a non resident return for VA and a GA return for total income.
Disclaimer: Not a tax professional. Information gathered from internet links. Anything dated in June 2019 was posted in prior years and is before the 2019 limits and changes.