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TPU

AI

Chiplet Cloud Can Bring The Cost Of LLMs Way Down

July 12, 2023 Timothy Prickett Morgan 18

If Nvidia and AMD are licking their lips thinking about all of the GPUs they can sell to the hyperscalers and cloud builders to support their huge aspirations in generative AI – particularly when it comes to the OpenAI GPT large language model that is the centerpiece of all of the company’s future software and services – they had better think again. …

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. …

AI

Deep Dive On Google’s Exascale TPUv4 AI Systems

October 11, 2022 Timothy Prickett Morgan 6

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. …

HPC

Testing Out HPC On Google’s TPU Matrix Engines

May 2, 2022 Timothy Prickett Morgan 2

In an ideal platform cloud, you would not know or care what the underlying hardware was and how it was composed to run your HPC – and now AI – applications. …

Compute

What Chip Startups Can Learn from Google’s TPU Design Team

February 16, 2021 Nicole Hemsoth Prickett 0

The inception of Google’s effort to build its own AI chips is quite well known by now but in the interests of review, we’ll note that as early 2013 the company envisioned machine learning could consume the majority of its compute time. …

AI

Intel Focuses on Scale Out AI Training With New Chip

August 20, 2019 Nicole Hemsoth Prickett 0

Carey Kloss has been intimately involved with the rise of AI hardware over the last several years, most notably with his work building the first Nervana compute engine, which Intel captured and is rolling into two separate products: one chip for training, another for inference. …

AI

Intel Prepares To Graft Google’s Bfloat16 Onto Processors

July 15, 2019 Michael Feldman 3

Training deep neural networks is one of the more computationally intensive applications running in datacenters today. …

AI

Google Rounds Out Insight into TPU Architecture and Inference

September 19, 2018 Nicole Hemsoth Prickett 0

This week we have heard much about the inference side of the deep learning workload, with a range of startups emerging at the AI Hardware Summit. …

Cloud

The Many Machine Learning Engines Of Google

July 25, 2018 Timothy Prickett Morgan 0

If there is anything the hyperscalers have taught us, it is the value of homogeneity and scale in an enterprise. …

AI

Tearing Apart Google’s TPU 3.0 AI Coprocessor

May 10, 2018 Paul Teich 19

Google did its best to impress this week at its annual IO conference. …

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The Next Platform is published by Stackhouse Publishing Inc in partnership with the UK’s top technology publication, The Register.

It offers in-depth coverage of high-end computing at large enterprises, supercomputing centers, hyperscale data centers, and public clouds. Read more…

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