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Compute

HPC Gets A Reconfigurable Dataflow Engine To Take On CPUs And GPUs

October 29, 2024 Timothy Prickett Morgan 7

No matter how elegant and clever the design is for a compute engine, the difficulty and cost of moving existing – and sometimes very old – code from the device it currently runs on to that new compute engine is a very big barrier to adoption. …

AI

Stacking Up Intel Gaudi Against Nvidia GPUs For AI

June 13, 2024 Timothy Prickett Morgan 12

Updated: Here is something we don’t see much anymore when it comes to AI systems: list prices for the accelerators and the base motherboards that glue a bunch of them together into a shared compute complex. …

Compute

AWS Hedges Its Bets With Nvidia GPUs And Homegrown AI Chips

April 12, 2024 Jeffrey Burt 1

There was a time – and it doesn’t seem like that long ago – that the datacenter chip market was a big-money but relatively simple landscape, with CPUs from Intel and AMD and Arm looking to muscle its way in and GPUs mostly from Nvidia with some from AMD and Intel looking to muscle its way in. …

AI

With Blackwell GPUs, AI Gets Cheaper And Easier, Competing With Nvidia Gets Harder

March 18, 2024 Timothy Prickett Morgan 12

If you want to take on Nvidia on its home turf of AI processing, then you had better bring more than your A game. …

Compute

Arm Neoverse Roadmap Brings CPU Designs, But No Big Fat GPU

February 21, 2024 Timothy Prickett Morgan 5

Spoiler alert!

A lot of neat things have just been added to the Arm Neoverse datacenter compute roadmap, but one of them is not a datacenter-class, discrete GPU accelerator. …

Compute

AWS Taps Nvidia NVSwitch For Liquid Cooled, Rackscale GPU Nodes

November 28, 2023 Timothy Prickett Morgan 2

Since the advent of distributed computing, there has been a tension between the tight coherency of memory and its compute within a node – the base level of a unit of compute – and the looser coherency over the network across those nodes. …

AI

When Push Comes To Shove, Google Invests Heavily In GPU Compute

May 11, 2023 Timothy Prickett Morgan 15

A year ago, at its Google I/O 2022 event, Google revealed to the world that it had eight pods of TPUv4 accelerators, with a combined 32,768 of its fourth generation, homegrown matrix math accelerators, running in a machine learning hub located in its Mayes County, Oklahoma datacenter. …

Compute

Accelerating Chip Design With GPUs, And Adding AI To Push It Further

April 20, 2023 Jeffrey Burt 2

Two decades ago, all the chip makers, including Intel, had to buy Unix machines, usually massive ranks of Sparc/Solaris systems, to do electronic design automation to design and test their chip designs. …

AI

Deep Dive On Google’s Exascale TPUv4 AI Systems

October 11, 2022 Timothy Prickett Morgan 7

It seems like we have been talking about Google’s TPUv4 machine learning accelerators for a long time, and that is because we have been. …

Compute

China Launches The Inevitable Indigenous GPU

August 25, 2022 Timothy Prickett Morgan 4

It was absolutely inevitable that China would try to create its own GPU compute engines. …

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