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Articles

Opportunities of fulltime visiting researcher at MSR Deep Learning team 

May 25, 2021

Opportunities of fulltime visiting researcher: MSR Deep Learning team is working on broad topics centered around deep learning, and has a sub-team specifically focusing on vision-language multimodal intelligence.

stick figures with different disabilities
Articles

When discussing inclusive design, don’t leave out users with invisible disabilities 

May 25, 2021

More than 1 billion people worldwide live with a disability. Using the social model of disability, we ask ourselves if the technology we develop creates or removes barriers for users who are already experiencing challenges in a physical world that was not designed for them. For example, an overwhelming interface…

In the news | The GitHub Blog

Octoverse Spotlight 2021: The Good Day Project—Personal analytics to make your work days better 

May 25, 2021

So much of our time and energy goes into our work days, and the past year has shown us the importance of balancing work and life when the lines between them blur. Developers want to make their work days better…

Illustration of the different edge computing zones that Telstra built using Azure technologies

In the news | Microsoft Customer Stories

Telstra creates innovative AI solutions for the 5G era with Azure Video Analyzer 

May 25, 2021

Telstra’s purpose is to build a connected future so that everyone can thrive. As part of that mission, the Australian telecom created video analytics offerings for commercial customers using AI. Telstra adopted Microsoft Azure Video Analyzer and Microsoft Rocket along…

In the news | Tech Republic

Microsoft: This clever open-source technique helps to protect your privacy 

May 25, 2021

In the news | VentureBeat

Microsoft’s new research lab studies developer productivity and well-being 

May 25, 2021

Microsoft has unveiled a new research initiative designed to “discover, improve, and amplify” developer work and well-being. Announced at Microsoft’s annual developer-focused Build conference, the new Developer Velocity Lab (DVL) will conduct “socio-technical investigations” spanning productivity, community, and general well-being.

DeepSpeed multi GPU inference offers up to 6.9 times throughput improvement for large deep learning model inference. Progressive Layer Dropping offers 2.8 times faster convergence for large model training. 1-bit LAMB offers up to 4.6 times less communication overhead. Single GPU speedups for inference: 2.1 times on BERT Base, 4.4 times on BERT Large, 3.8 times on GPT 2, 3.5 times on GPT 2 XL, 1.9 times on GPT Neo. Multi GPU speedups for inference: 6.2 times for Turing NLG, 3.7 times for 175 billion parameter language model.
Microsoft Research Blog

DeepSpeed: Accelerating large-scale model inference and training via system optimizations and compression 

May 24, 2021 | DeepSpeed Team, Rangan Majumder, and Andrey Proskurin

Last month, the DeepSpeed Team announced ZeRO-Infinity, a step forward in training models with tens of trillions of parameters. In addition to creating optimizations for scale, our team strives to introduce features that also improve speed, cost, and usability. As…

Awards | NSF funded CIFellowship

Computing Innovation Fellow 2021 

May 24, 2021

In the news | Microsoft Research Website

Dhruv “DJ” Jain awarded 2021 Microsoft Research Dissertation Grant 

May 24, 2021

Dhruv “DJ” Jain, an intern alumni of the Microsoft Research Ability group, has been named a recipient of the 2021 Microsoft Research Dissertation Grant for his dissertation titled “Sound Sensing and Feedback Techniques for Deaf and Hard of Hearing Users”.…

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