Connect fluid dynamics, machine learning, and virtual reality with ONNX Runtime
Using ONNX Runtime to unlock the promise of developments in science for solving real world problems.
Topic: Tools
Olive: A user-friendly toolchain for hardware-aware model optimization
Introducing Olive, an easy-to-use toolchain for optimizing models with hardware awareness. With Olive, you don't need to be…
Automate optimization techniques for transformer models
Intel has collaborated with Microsoft to integrate Intel® Neural Compressor into Olive, enabling developers to easily take advantage…
Introducing Bash for Beginners
On Azure, more than 50 percent of virtual machine (VM) cores run on Linux. There is no better…
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…
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.
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…
Hugging Face Transformers now enabled in Apache OpenNLP by ONNX Runtime
We’re excited to share the recent integration of ONNX Runtime in Apache OpenNLP! Apache OpenNLP is a Java…
Microsoft’s OSPO year in review—what we’ve learned
“Tech companies born with an open source mentality get it. It’s our ability to work together that makes…
Add AI to mobile applications with Xamarin and ONNX Runtime
ONNX Runtime now supports building mobile applications in C# with Xamarin. Support for Android and iOS is included…
Progress on making eBPF work on Windows
eBPF is a well-known, but revolutionary, technology for providing programmability, extensibility, and agility. eBPF has been applied to…
ONNX Runtime release 1.8.1 previews support for accelerated training on AMD GPUs with the AMD ROCm™ Open Software Platform
This post was co-authored by Jeff Daily, a Principal Member of Technical Staff, Deep Learning Software for AMD.…
Enabling Local Tunnel Debugging with the Kubernetes extension for VS Code
In partnership with developers from Red Hat, we are announcing the introduction of Local Tunnel Debugging for Kubernetes…
Tutorial: Automate infrastructure and deployment on Azure using Jenkins and Ansible
Both Ansible and Jenkins are powerful open source automation tools. Using Ansible, you can provision virtual machines, containers,…
Tutorial: Using Azure REST API in Ansible to automate Azure resources
Ansible 2.6 was released with more capabilities to provision and manage Azure resources. It includes four new modules…