This Guidance applies principles and best practices from the Sustainability Pillar of the AWS Well-Architected Framework to reduce the carbon footprint of your deep learning workloads. From data processing to model building, training and inference, this Guidance demonstrates how to maximize utilization and minimize the total resources needed to support your workloads.