Hyperlight: Achieving 0.0009-second micro-VM execution time
In this post, we’ll take the demo application and show how it demonstrates one way you can use Hyperlight in your applications.
Microsoft Open Source Blog
Accelerate PyTorch training with torch-ort
With a simple change to your PyTorch training script, you can now speed up training large language models with torch_ort.ORTModule,…
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. ONNX Runtime…
Simple steps to create scalable processes to deploy ML models as microservices
This post was co-authored by Alejandro Saucedo, Director of Machine Learning Engineering at Seldon Technologies. About the co-author: Alejandro leads…
Journey to optimize large scale transformer model inference with ONNX Runtime
“With its resource-efficient and high-performance nature, ONNX Runtime helped us meet the need of deploying a large-scale multi-layer generative transformer…
How to migrate and modernize Linux workloads and open source databases to Azure
With extensive support for all major Linux distributions including Red Hat, SUSE, Ubuntu, CentOS, Debian, and managed platform-as-a-service (PaaS) offerings…
Empowering you to achieve more with open source on Azure
At Microsoft, we are taking cloud architecture to the next level and our open cloud reduces the friction for developers…
ONNX Runtime 1.8: mobile, web, and accelerated training
The V1.8 release of ONNX Runtime includes many exciting new features. This release launches ONNX Runtime machine learning model inferencing…
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 service in…
Delivering reliable production experiences with PyTorch Enterprise on Microsoft Azure
At Microsoft, we use PyTorch to power products such as Bing and Azure Cognitive Services and we actively contribute to…
Making eBPF work on Windows
eBPF is a well-known but revolutionary technology—providing programmability, extensibility, and agility. eBPF has been applied to use cases such as…
Prioritizing inclusion—our commitment to building healthy open source communities
Microsoft products and services run on trust, an extension of our commitment to building healthy open source communities.
Announcing preview of Microsoft build of OpenJDK for Java 11
Today we announcing the first preview of the Microsoft Build of OpenJDK, a new long-term support (LTS) distribution of OpenJDK…