With support for Android and iOS in the NuGet feed, developers can infuse AI in their applications with ONNX Runtime. Xamarin is an open source app platform for building modern and performant iOS and Android apps with C# and. See NNAPI Options and Core ML Options for more details to optimize and tune performance and accuracy when using the platform-specific accelerators. Developers should test to compare the performance between the provider options to determine the optimal solution for the application and model execution. With the ONNX Runtime Mobile package, developers can choose to use the NNAPI (Android) or CoreML (iOS) Execution Providers that are available in the package. Some phone hardware contains specialized hardware (NPUs) for efficient ML execution via the NNAPI (Android) and CoreML (iOS) interfaces. This package supports the execution of ONNX models on the device’s CPU using the default CPU Execution Provider. In today’s release 1.10 we are enabling support for developers to build cross-platform applications targeting Android and iOS using Xamarin.Forms. We had previously introduced ONNX Runtime Mobile as the product targeting smartphones and other small storage devices. ONNX Runtime is the open source project that is designed to accelerate machine learning across a wide range of frameworks, operating systems, and hardware platforms. This enables C# developers to build AI applications for Android and iOS to execute ONNX models on mobile devices with ONNX Runtime. Support for Android and iOS is included in the ONNX Runtime release 1.10 NuGet package. ONNX Runtime now supports building mobile applications in C# with Xamarin.
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