Extending the Reach of Windows ML and DirectML
Extending the Reach of Windows ML and DirectML Since the initial release, Windows ML has powered numerous Machine Learning (ML) experiences on Windows. Delivering reliable, high-performance results across the breadth of Windows hardware, Windows ML is designed to make ML deployment easier, allowing developers to focus on creating innovative applications. Windows ML is built upon ONNX Runtime to provide a simple, model-based, WinRT API optimized for Windows developers. This API enables you to take your ONNX model and seamlessly integrate it into your application to power ML experiences. Layered below the ONNX Runtime is the DirectML API for cross-vendor hardware acceleration. DirectML is part of the DirectX family and provides full control for real-time, performance-critical scenarios. This end-to-end stack provides developers with the ability to run inferences on any Windows device, regardless of the machine’s hardware configuration, all from a [ more… ]
