AWS Deep Learning AMIs (DLAMI) offer machine learning (ML) practitioners and researchers a curated, secure collection of frameworks, dependencies, and tools to expedite deep learning on Amazon EC2. DLAMI supports scaling advanced ML models to safely build autonomous vehicle (AV) technology by validating models with millions of virtual tests. It provides accelerated model training through NVIDIA GPU optimization, preinstalled Intel MKL, Python packages, and the Anaconda Platform.