Microsoft Open Source Blog On-Device Training: Efficient training on the edge with ONNX Runtime
Introducing On-Device Training, a new capability in ONNX Runtime which enables training models on edge devices without the data ever leaving the device. Read more
Blog posts
Kubernetes at scale with GitOps and Cluster API
As the requirements and software surrounding Kubernetes clusters grow along with the required number of clusters, the administrative overhead becomes overwhelming and unsustainable without an appropriate architecture and supportive tooling. Read more
Join Microsoft at KubeCon and CloudNativeCon Europe 2023
As we come together in Amsterdam, there are significant headwinds and challenges facing us, but I’m confident that open-source and cloud-native computing are critical parts of the solutions. Read more
High-performance deep learning in Oracle Cloud with ONNX Runtime
In this blog post, we’ll share challenges our team faced, and how ONNX Runtime solves these as the backbone of success for high-performance inferencing. Read more
Discover the latest innovations at Azure Open Source Day 2023
Azure Open Source Day highlighted Microsoft’s commitment to open Source and focused on how Open Source Technologies can be used to build intelligent apps faster and with more flexibility. Read more
Announcing the availability of Feathr 1.0
Today, we are excited to announce the much-anticipated availability of the OSS Feathr 1.0. Read more
Introducing Bash for Beginners
On Azure, more than 50 percent of virtual machine (VM) cores run on Linux. There is no better time to learn Bash. Read more
7 reasons to join us at Azure Open Source Day
Azure Open Source Day is a great opportunity to learn more about Microsoft’s role in the open-source community, its contributions, and vision. Read more
Performant on-device inferencing with ONNX Runtime
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
Improve BERT inference speed by combining the power of Optimum, OpenVINO™, ONNX Runtime, and Azure
Make large models smaller and faster with OpenVino Execution Provider, NNCF and ONNX Runtime leveraging Azure Machine Learning. Read more
Faster inference for PyTorch models with OpenVINO Integration with Torch-ORT
Many developers opt to use popular AI Frameworks like PyTorch, which simplifies the process of analyzing predictions, training models, leveraging data, and refining future results. Read more
Towards debuggability and secure deployments of eBPF programs on Windows
eBPF for Windows native code generation is a new mode of execution that maintains the integrity of the kernel and provides the safety promises of eBPF. Read more