Whether you’re a developer, an SRE, or trying to figure out how cloud-native technology can help deliver more for your business, wherever you go at KubeCon, you’ll find Microsoft building and serving the open-source communities that serve our customers. Read more
The Microsoft Azure Incubations team is excited to announce a new open application platform called Radius that places the application at the center of every workflow; redefining how applications are built, managed, and understood. Read more
ONNX Runtime, Intel®, and Microsoft developed the 8-bit integer matrix multiplication kernel in ONNX Runtime using Intel® AMX instructions, resulting in four times faster performance than 3rd Gen Intel® Xeon® using Intel® DL Boost. Read more
KEDA reduces the complexity of infrastructure autoscaling, it makes it simpler for Kubernetes cluster administrators to configure, manage, and secure the application auto-scaler. Read more
ONNX Script is a new open-source library for directly authoring ONNX models in Python with a focus on clean, idiomatic Python syntax and composability through ONNX-native functions. Read more
By thinking outside the box, we can envision creating a virtual multiverse. Within this innovative space, one can propose, evaluate, and decide on multiple hypotheses. Real-world examples of this approach include planning new product configurations, operating a plant, designing heating or cooling systems, or responding to catastrophes. Read more
Building upon the foundation we established earlier, this blog will present comprehensive information about the underlying details of training models directly on user devices using ORT. Equipped with these technical details, we encourage you to try out On-Device Training with ONNX Runtime for your custom scenario. Read more
Introducing Olive, an easy-to-use toolchain for optimizing models with hardware awareness. With Olive, you don’t need to be an expert to explore diverse hardware optimization toolchains. Read more
Intel has collaborated with Microsoft to integrate Intel® Neural Compressor into Olive, enabling developers to easily take advantage of model compression techniques in their deployment platform, including Intel processors and accelerators. Read more
On Azure, more than 50 percent of virtual machine (VM) cores run on Linux. There is no better time to learn Bash. Read more
The team at Pieces shares the problems and solutions evaluated for their on-device model serving stack and how ONNX Runtime enables their success. Read more
Make large models smaller and faster with OpenVino Execution Provider, NNCF and ONNX Runtime leveraging Azure Machine Learning. Read more
Microsoft Open Source Blog