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DirectML is a low-level API for machine learning in Windows that allows developers to build applications once and make them available for all supported Windows PCs. It integrates with frameworks such as ONNX Runtime, PyTorch, and WebNN, and enables AI experiences at near-native performance for tasks such as generative AI, image processing, and natural language processing.