Episode 293 - ONNX Runtime

Faith Xu, a Senior PM in the Microsoft ML Platform team, brings us up to speed on the Open Neural Network eXchange (ONNX) specification and it's associated Runtime which can be used for running interoperable ML models in Azure. Media file: https://azpodcast.blob.core.windows.net/episodes/Episode293.mp3 Transcript: https://eus2.videoindexer.ai/accounts/e0eee289-7730-4999-978b-eb7f63be8cb5/videos/77672a62af/?location=EUS2 Resources: ONNX: https://github.com/onnx/onnx ONNX Runtime: https://github.com/microsoft/onnxruntime ONNX Tutorials: https://github.com/onnx/tutorials ONNX Runtime Tutorials: https://github.com/microsoft/onnxruntime#examples-and-tutorials ONNX Converters: https://github.com/onnx/onnxmltools/tree/master/onnxmltools ONNX Ecosystem Docker Image: https://github.com/onnx/onnx-docker/tree/master/onnx-ecosystem ONNX Runtime in AzureML: https://aka.ms/onnxnotebooks Other updates: https://azure.microsoft.com/en-us/updates/general-availablility-of-managed-identity-for-linux-in-app-service-and-functions/ https://azure.microsoft.com/en-us/updates/general-availability-of-user-assigned-managed-identities-for-app-service-and-azure-functions/ https://azure.microsoft.com/en-us/updates/update-to-azure-sql-database-serverless-increases-compute-scale-limits-by-4x/ https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-azure-ultra-disk-storage/ https://azure.microsoft.com/en-us/updates/azure-resource-manager-arm-application-and-service-deployment-is-now-ga/ https://azure.microsoft.com/en-us/updates/public-preview-of-managed-identity-for-azure-service-fabric-applications/ https://azure.microsoft.com/en-us/updates/new-powershell-scripts-available-for-azure-monitor-logs-query-and-data-collection/ https://azure.microsoft.com/en-in/updates/new-tool-for-automating-load-testing-of-power-bi-embedded-capacities-now-available/