DirectML is a low-level, high-performance machine learning library that runs on DirectX 12-capable hardware. It provides GPU acceleration for common ML operations across a wide range of GPUs from AMD, Intel, NVIDIA, and Qualcomm. The library is designed for real-time applications such as frameworks, games, and other latency-sensitive use cases, with seamless interoperability with Direct3D 12.