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
ONNX Runtime is a high-performance cross-platform inference and training engine that can run a variety of machine learning models. ORT provides an easy-to-use experience for the AI developers to run models on multiple hardware and software platforms. Read more
Today, we are excited to announce the much-anticipated availability of the OSS Feathr 1.0. Read more
To celebrate FOSS Fund #25 we have invited all employees whose projects were not selected in past FOSS Fund to propose a project for a one-time $500.00 USD award. We expect this to result in over 50 projects receiving this microgrant for a total of $25,000 USD. Read more
Open source has forever changed software development for the better. It has allowed developers from around the world to connect, collaborate, and build tomorrow’s technology. Microsoft culturally adopted an open mindset under Satya Nadella and internally changed the way software was developed. Microsoft is continually learning how to be a better open-source partner and support Read more
Today, we are excited to announce an open-source project called Azure AD workload identity for Kubernetes. It leverages the public preview capability of Azure AD workload identity federation. With this project, developers can use native Kubernetes concepts of service accounts and federation to access Azure AD protected resources, such as Azure and Microsoft Graph, without needing Read more
Microsoft Open Source Blog