DirectML
DirectML is a hardware-accelerated DirectX 12 library optimized for machine learning tasks on GPUs from AMD, Intel, NVIDIA, and Qualcomm. It integrates with Direct3D 12, minimizing latency and maximizing performance across platforms. Available on Windows 10 and Windows Subsystem for Linux, and as a standalone package, DirectML supports frameworks such as Windows ML and ONNX Runtime, facilitating model training and inference for PyTorch and TensorFlow applications.