The "onnxruntime.dll" is a Dynamic Link Library (DLL) file that is part of the ONNX Runtime developed by Microsoft. ONNX stands for Open Neural Network Exchange, which is an open standard for representing machine learning models. ONNX Runtime is designed to accelerate the performance of machine learning models in a wide variety of applications and services, providing a single set of APIs to integrate ONNX models into your software.
ONNX Runtime is versatile and can be used in various computing environments, including cloud services and edge devices. The runtime provides support for multiple hardware accelerators like GPUs to speed up computation. It is designed to be highly performant and is fine-tuned for extensive hardware support, as well as being adapted for both traditional and newer machine learning architectures.
For the average user, "onnxruntime.dll" works in the background and is generally not interacted with directly. It comes into play when running applications that use machine learning models based on the ONNX format. If the DLL is missing or corrupted, it could result in errors or crashes in those specific applications that rely on it for machine learning capabilities.
If you encounter issues with this DLL, it's typically a good idea to reinstall the application that is causing the error. In some cases, the DLL may come with the software package of the specific application, or it might be available as part of a separate ONNX Runtime package that can be installed to resolve issues.
As with any system or application file, it's crucial only to download or install files like "onnxruntime.dll" from reputable sources to maintain the integrity and security of your system.
