YoloDotNet.ExecutionProvider.DirectML

v1.0.0

YoloDotNet.ExecutionProvider.DirectML enables hardware-accelerated inference on Windows using Microsoft’s DirectML framework. This execution provider integrates ONNX Runtime’s DirectML backend and runs on top of DirectX 12, allowing inference to be accelerated on a wide range of GPUs using the Windows graphics driver stack. DirectML is a Windows-only technology and is supported on Windows 10 and Windows 11 with a DirectX 12–capable GPU. No vendor-specific SDKs or external runtimes are required beyond the standard Windows graphics drivers. This makes the DirectML execution provider a low-friction option for GPU acceleration on Windows systems. Designed for YoloDotNet’s modular, execution-provider-agnostic architecture, the DirectML provider integrates cleanly with the core library and exposes explicit, predictable inference behavior. It is well-suited for Windows applications that require GPU acceleration without locking into a specific hardware vendor or proprietary ML stack.

NickSwardh

yolo yolov5u yolov8 yolov9 yolov10 yolov11 yolov12 yolov26 yolo8 yolo9 yolo10 yolo11 yolo26 yolo-world yolo-e onnx onnx-runtime execution-provider modular cross-platform cpu cuda gpu tensorrt openvino coreml nvidia intel apple directml classification object-detection segmentation pose-estimation obb oriented-bounding-box image-processing computer-vision video-processing media-processing skiasharp tracking machine-learning real-time inference

NuGet Stats Changelog

Total Downloads

899

Published

Jan 17, 2026

Latest stable version

Install

.NET CLI

dotnet add package YoloDotNet.ExecutionProvider.DirectML --version 1.0.0

Package Manager Console

Install-Package YoloDotNet.ExecutionProvider.DirectML -Version 1.0.0

PackageReference

<PackageReference Include="YoloDotNet.ExecutionProvider.DirectML" Version="1.0.0" />

Frameworks

net8.0

Dependencies

YoloDotNet

net8.0

[4.0.0, )

Microsoft.ML.OnnxRuntime.DirectML

net8.0

[1.23.0, )

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