That'll work nicely as long as your local machine has a GPU that supports CUDA. If not, you can either train on CPU and wait an eternity, or follow the AWS EC2

That'll work nicely as long as your local machine has a GPU that supports CUDA. If not, you can either train on CPU and wait an eternity, or follow the AWS EC2 setup steps further up on that page.