Apache MXNet Model Server (MMS) is an open source model-serving tool designed to simplify the deployment of deep learning models at scale. MMS version 0.3 allows developers to set up a scalable serving infrastructure for production, using pre-built container images pre-configured and optimized for deep learning workloads on Amazon EC2 instances.