Deep Learning Archives - Microsoft Open Source Blog

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July 5, 2023

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6 min read

On-Device Training with ONNX Runtime: A deep dive

By Ashwini Khade, Software Engineer, AI Frameworks
Kshama Pawar, Senior Program Manager

Building upon the foundation we established earlier, this blog will present comprehensive information about the underlying details of…

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March 21, 2022

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6 min read

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

By Olatunji Ruwase, Principal RSDE

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

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July 13, 2021

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3 min read

Accelerate PyTorch training with torch-ort

By Natalie Kershaw, Senior Program Manager, AI Frameworks, Microsoft

With a simple change to your PyTorch training script, you can now speed up training large language models…

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June 30, 2021

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7 min read

Journey to optimize large scale transformer model inference with ONNX Runtime

By Xiaoyu Liu, Applied Scientist II, Data&AI, Developer Division (DevDiv)
Eric Lin, Senior Researcher SDE, Turing Team
Emma Ning, Principal Program Manager, AI Frameworks

“With its resource-efficient and high-performance nature, ONNX Runtime helped us meet the need of deploying a large-scale multi-layer…

a group of people standing in front of a crowd

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July 16, 2018

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5 min read

Celebrating OSCON’s 20th anniversary

By Ken Thompson, Open Source Software, Azure Resource Manager

We’re in Portland this week for OSCON’s return to the City of Roses (or Beervana, depending on who…

Events
Cloud

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March 9, 2018

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2 min read

Microsoft at SCaLE 16x

By Microsoft + Open Source, Microsoft’s commitment to open source is ingrained in our business. Investments in this space began several years ago and continue to be reinforced through technology decisions, partner momentum, customer adoption, and community contributions.

The team is proud to support the sixteenth annual Southern California Linux Expo (SCaLE 16x) at the Pasadena…

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February 27, 2018

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4 min read

Now on GitHub: The Autonomous Driving Cookbook from Microsoft

By Aditya Sharma, Aditya leads the Deep Learning & Robotics chapter of Microsoft Garage. He is also the lead Program Manager of Project Road Runner, an ADAS/AD initiative out of the Garage that’s behind AirSim autonomous driving and the AD cookbook. For his day job at Microsoft, Aditya works as a PM on the Azure Stack team.

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