Deep Learning | Microsoft Open Source Blog

Project updates February 27, 2018 4 min read

Now on GitHub: The Autonomous Driving Cookbook from Microsoft

At Microsoft, our mission is to empower every person and organization on the planet to achieve more.

Events March 9, 2018 2 min read

Microsoft at SCaLE 16x

The team is proud to support the sixteenth annual Southern California Linux Expo (SCaLE 16x) at the Pasadena Convention Center, California this week.

a group of people standing in front of a crowd

Events July 16, 2018 5 min read

Celebrating OSCON’s 20th anniversary

We’re in Portland this week for OSCON’s return to the City of Roses (or Beervana, depending on who you ask) to celebrate the ground-breaking event’s 20th birthday.

June 30, 2021 7 min read

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 model for code, a.

July 13, 2021 3 min read

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.

Project updates March 21, 2022 6 min read

Supporting efficient large model training on AMD Instinct™ GPUs with DeepSpeed

This post was co-authored by Jithun Nair and Aswin Mathews, members of technical staff at AMD.

News July 5, 2023 6 min read

On-Device Training with ONNX Runtime: A deep dive

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.