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With AMX, Intel Adds AI/ML Sparkle to Sapphire Rapids

All processor designs are the result of a delicate balancing act, perhaps most touchy in the case of a high performance CPU that needs to be all things to users, whether they’re running large HPC simulations, handling transaction processing, dispatching training runs or whipping out inference results.

With AMX, Intel Adds AI/ML Sparkle to Sapphire Rapids was written by Nicole Hemsoth at The Next Platform.

The Power Of Power10’s Memory Inception Clustering

Scanning through Power10’s detailed announcement material, I’ve seen a lot architecturally that intrigues an avid reader of The Next Platform like myself, but one item – one that IBM calls “Memory Inception” and IBM-based techie material calls enablement for a “memory cluster” – really caught my eye.

The Power Of Power10’s Memory Inception Clustering was written by Mark Funk at The Next Platform.

Next-Gen Insurers Are Going to Need (Way) More AI Horsepower

While involving AI/ML in the complex process of insurance claims now might be piecemeal, the future is bright for insurers to speed time to claim resolution by using image-based data and machine learning models to understand the scope of damage to vehicles or eventually, entire geographic regions.

Next-Gen Insurers Are Going to Need (Way) More AI Horsepower was written by Nicole Hemsoth at The Next Platform.

Google Chips Away at Problems at “Mega-Batch” Scale

As Google’s batch sizes for AI training continue to skyrocket, with some batch sizes ranging from over 100k to one million, the company’s research arm is looking at ways to improve everything from efficiency, scalability, and even privacy for those whose data is used in large-scale training runs.

Google Chips Away at Problems at “Mega-Batch” Scale was written by Nicole Hemsoth at The Next Platform.

The Challenge – And Opportunity – Of Being A Niche AI Cloud

In this era of hyperscaler and cloud builder titans, their seven of whom account for about half of the IT infrastructure bought in the world, it is important to remember the importance of niches and the vital role that other makers of systems, other sellers of systems, and other renters of systems all play in the IT ecosystem.

The Challenge – And Opportunity – Of Being A Niche AI Cloud was written by Timothy Prickett Morgan at The Next Platform.

HPC Efficiency Gurus Grapple with AMD’s RAPL

Exascale-class energy efficiency cannot be defined by a simple number. Although Green500 energy efficiency HPC rankings provide a one-shot view into performance/efficiency, the complex interplay between large system operating systems, real-world applications, and the various tuning capabilities is worth digging into.

HPC Efficiency Gurus Grapple with AMD’s RAPL was written by Nicole Hemsoth at The Next Platform.

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