While the authors article is relevant if you are stuck on GCP, on AWS you will not have the same conclusion. This is because AWS has GPU spot instances (P2) which can be found for ~80% cheaper depending your region [1]. Hopefully one day soon GCP will support preemptible GPU instances.
[1] https://aws.amazon.com/ec2/spot/pricing/