[info] GPU source in cloud

When you'd like to train some models, instead of buying a server with GPUs, you could also use the cloud service. Here are some GPU sources that are commonly used and not expensive.

• GCP ($300 credit)

• Azure ($200 credit)

• AWS (gain credit by participating in their summits)

AWS: updated for 2021-06-20

• Inf1 instance: for deployment (note that it is not an NV GPU card).

AWS: updated for 2020-11-08

• G4: Best instance for cost-efficient deep learning training, and high-performance inference deployments

• p3dn.24xlarge: Fastest GPU instance in the cloud

• P2: Cost-effective for training and prototyping, but consider G4 instances first