GPUs are designed for general purpose tasks, and therefore aren’t always the most cost effective technique for accelerating your machine learning tasks. In this pattern, learn how to setup AWS Inferentia hardware, and use the AWS Deep Learning Container to run an AWS Neuron powered environment that makes use of purpose-built hardware that accelerates model training and inference, at a cost/performance ratio that beats GPU in many cases.