AWS Deep Learning AMIs (DLAMI) provides ML practitioners and researchers with a curated and secure set of frameworks, dependencies, and tools to accelerate deep learning in the cloud. Built for Amazon Linux and Ubuntu, Amazon Machine Images (AMIs) come preconfigured with TensorFlow, PyTorch, Apache MXNet, Chainer, Microsoft Cognitive Toolkit (CNTK), Gluon, Horovod, and Keras, allowing you to quickly deploy and run these frameworks and tools at scale. Scale distributed machine learning (ML) training to thousands of accelerated instances, and seamlessly deploy models for production. Develop on accelerators—including AWS custom silicon and Intel Habana—with the newest drivers, frameworks, libraries, and tools. Reduce risk with customized, stable machine images regularly patched to address security vulnerabilities.