Warning: Undefined array key "HTTP_ACCEPT_LANGUAGE" in /home/u596154002/domains/usbusinessreviews.com/public_html/wp-includes/load.php on line 2057

Notice: Function _load_textdomain_just_in_time was called incorrectly. Translation loading for the rank-math domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /home/u596154002/domains/usbusinessreviews.com/public_html/wp-includes/functions.php on line 6114
Microsoft goes public with details on its ‘Singularity’ AI infrastructure service - Best Business Review Site 2024

Microsoft goes public with details on its ‘Singularity’ AI infrastructure service

[ad_1]

singularityaiservicemicrosoft.jpg

Click on image to enlarge.


Credit: Microsoft

Microsoft’s Azure and Research teams are working together to build a new AI infrastructure service, codenamed “Singularity.” The Singularity team is working to build what Microsoft describes in some of its job postings for the group as “a new AI platform service ground-up from scratch that will become a major driver for AI, both inside Microsoft and outside.”

A group of those working on the project have published a paper entitled “Singularity: Planet-Scale, Preemptible and Elastic Scheduling of AI Workloads,” which provides technical details about the Singularity effort. The Singularity service is about providing data scientists and AI practitioners with a way to build, scale, experiment and iterate on their models on a Microsoft-provided distributed infrastructure service built specifically for AI.

Authors listed on the newly published paper include Azure Chief Technical Officer Mark Russinovich; Partner Architect Rimma Nehme, who worked on Azure Cosmos DB until moving to Azure to work on AI and deep learning in 2019; and Technical Fellow Dharma Shukla. From that paper:

“At the heart of Singularity is a novel, workload-aware scheduler that can transparently preempt and elastically scale deep learning workloads to drive high utilization without impacting their correctness or performance, across a global fleet of accelerators (e.g., GPUs, FPGAs).”

Microsoft officials previously have discussed plans to make FPGAs, or field-programmable gate arrays, available to customers as a service. In 2018, Microsoft went public about its “Project Brainwave” work which was designed to provide fast AI processing in Azure.” At that time, Microsoft made available a preview of Azure Machine Learning Hardware Accelerated Models powered by Brainwave in the cloud — a first step in making FPGA processing for AI workloads available to customers. 

I would guess that Singularity is the next phase in turning Brainwave into a commercially available service. I’ve asked Microsoft for a comment on that. I’ve also asked when and how Microsoft plans to turn Singularity into a commercially available service. I will update this post with any information I get back.

In 2019, Microsoft invested $1 billion in OpenAI, and officials announced a year later that they had built the fifth most powerful publicly recorded supercomputer in collaboration with and exclusively for OpenAI

While the AI supercomputer Microsoft has built is exclusively for OpenAI, Microsoft officials have been saying they planned to make the company’s large AI models and training optimization tools available through Azure AI services and GitHub. Microsoft also makes various accelerators and services available under its “Azure AI” banner to customers who don’t need a dedicated supercomputer. In November 2021, Microsoft announced it was expanding its AI supercomputer lineup with 80GB NVIDIA A100 GPUs in Azure.  

Microsoft watchers may recall that Microsoft previously used the Singularity codename for another Microsoft Research project. That Singularity was a microkernel operating system and set of related tools and libraries developed completely in managed code. Singularity was not based on Windows; it was written from scratch as a proof-of-concept. Singularity ended up spawning and/or influencing several other operating system research projects at Microsoft, including BarrelfishHeliosMidori, and Drawbridge.

It’s also worth noting that Microsoft is hardly the only tech company looking at trying to make AI supercomputing capabilities available internally and to customers. Meta is doing the same, and, unsurprisingly, has positioned its work as the key to unlocking the metaverse. 

[ad_2]

Source link

slot gacor slot gacor togel macau slot hoki bandar togel slot dana slot mahjong link slot link slot777 slot gampang maxwin slot hoki slot mahjong slot maxwin slot mpo slot777 slot toto slot toto situs toto toto slot situs toto situs toto situs toto situs toto slot88 toto slot slot gacor thailand slot bet receh situs toto situs toto slot toto slot situs toto situs toto situs toto situs togel macau toto slot slot demo slot pulsa slot pragmatic situs toto deposit dana 10k surga slot toto slot link situs toto situs toto slot situs toto situs toto slot777 slot gacor situs toto slot slot pulsa 10k toto togel situs toto slot situs toto slot gacor terpercaya slot dana slot gacor pay4d agen sbobet kedai168 kedai168 deposit pulsa situs toto slot pulsa situs toto slot pulsa situs toto situs toto situs toto slot dana toto slot situs toto slot pulsa toto slot situs toto slot pulsa situs toto situs toto situs toto toto slot toto slot slot toto akun pro maxwin situs toto slot gacor maxwin slot gacor maxwin situs toto slot slot depo 10k toto slot toto slot situs toto situs toto toto slot toto slot toto slot toto togel slot toto togel situs toto situs toto toto slot slot gacor slot gacor slot gacor situs toto situs toto cytotec toto slot situs toto situs toto toto slot situs toto situs toto slot gacor maxwin slot gacor maxwin link slot 10k slot gacor maxwin slot gacor slot pulsa situs slot 10k slot 10k toto slot toto slot situs toto situs toto situs toto bandar togel 4d toto slot toto slot