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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”.…

A close-up of a man wearing casual clothing, he has his smartphone in his hand and he is using an assistive mobile app for people with vision disabilities to assist him.
Microsoft Research Blog

CHI 2021: Redefining accessibility to build more inclusive technologies 

May 21, 2021

Accessibility and inclusion represent a growing space in the technology landscape, and how research and development are being used to empower people across abilities is expanding in exciting ways. Instead of treating disabilities as conditions in need of solutions—as has…

In the news | Wildlife Rangers Armed with AI

Wildlife Rangers Armed with AI Panel at SXSW 

May 21, 2021

SXSW 2021 | Shahrzad Gholami's participation in a panel on "How AI can help combat armed wildlife rangers" at SXSW 2021.

societal resilience text on blue backdrop
Microsoft Research Blog

Anticipate, absorb, and adapt—introducing the societal resilience research agenda 

May 20, 2021 | Peter Lee

The genetic sequence for COVID-19 was first published in January 2020. Before the end of the year, new vaccines—which typically take five to ten years to develop—were approved for emergency use in multiple nations. This astounding achievement is emblematic of…

map showing vaccine eligibility on bing
Articles

Case Study: Covid-19 Vaccine Eligibility Bot 

May 20, 2021

Our goal with this project was to create a conversational chatbot to streamline the determination of vaccine eligibility in the United States, aggregating policies across regions and policy updates over time.

Tech Against Trafficking Interactive Map of Anti-Trafficking Tools
Articles

Case study: Tech Against Trafficking 

May 20, 2021

Only through the proper coordination of partners spanning the public and private sector, coupled with the mutual evolution of technology and policy, can the human effort to combat trafficking be most effective.

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