Introduction
The NVIDIA TensorRT‑RTX Execution Provider is an ONNX Runtime / Windows machine‑learning execution provider designed specifically to accelerate ONNX model inference on NVIDIA RTX GPUs for client-centric (end‑user PC) scenarios. It leverages NVIDIA’s TensorRT for RTX runtime to generate and run RTX‑optimized inference engines on the local GPU, enabling Windows and apps to take advantage of RTX hardware acceleration.
Summary
This Nvidia TensorRT-RTX Execution Provider update includes improvements to the execution provider component for Windows 11, version 24H2 and Windows 11, version 25H2.
How to get this update
Windows Update
This update will be downloaded and installed automatically from Windows Update.
Prerequisites
You must have the latest cumulative update for Windows 11, version 24H2 or Windows 11, version 25H2 installed.
Replacement information
This update replaces the previously released update KB5083460.
Check update history
To determine whether this update is present on the device, go to Settings > Windows Update > Update history.
After this update is installed, you should find the following update listed:
-
Windows ML Runtime Nvidia TensorRT-RTX Execution Provider Update (KB5089168)
References
For a list of AI updates on supported devices, see the following resources:
