AWS Sagemaker bootcamp
To use GPUs in SageMaker Studio, you need to create a support request.
The quotas are following
Request a GPU with that form in AWS console
The pricing for the instances can be found here
A good overview of GPUs can be found here
That is also helpful to understand the AWS mess
That one is especially for gdn instances