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Part of Microsoft Learn
Data as of Oct 14, 2026Based on 56,742 AI responses
Reviewed by Dimitry Apollonsky
DirectML is a low-level API for machine learning that provides a native C++ interface in the style of DirectX 12, enabling hardware-accelerated inferencing on any DirectX 12 compatible GPU. It offers a library of machine learning primitive operators for tasks like upscaling, anti-aliasing, and style transfer, and can be used directly or through higher-level APIs like Windows ML and ONNX Runtime.
Products
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of 56,742 answers across DirectML’s markets · since Jul 5
The market map
ML Deployment & Inference Optimization ToolsShare of answers in ML Deployment & Inference Optimization Tools each week · 284 answers since Jul 5
Each engine’s share of its own answers across DirectML’s markets · since Jul 5
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Where DirectML ranks in AI
