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MLPerf Inference Results Offer Glimpse into AI Chip Performance

November 6, 2019 Nicole Hemsoth 0

There is much at stake in the world of datacenter inference and while the market has not yet decided its winners, there are finally some new metrics in the bucket to aid decision-making. …

AI

Nvidia Shows Off Tech Chops With RC18 Inference Chip

September 3, 2019 Timothy Prickett Morgan 1

It would be convenient for everyone – chip makers and those who are running machine learning workloads – if training and inference could be done on the same device. …

AI

Habana Takes Training And Inference Down Different Paths

August 26, 2019 Michael Feldman 2

Processor hardware for machine learning is in their early stages but it already taking different paths. …

AI

Will Analog AI Make Mythic a Unicorn?

June 12, 2019 Nicole Hemsoth 1

There are two trends converging in AI inference and so far, only a small number of companies are enmeshed. …

AI

AI Chip Startup Puts Inference Cards on the Table

January 28, 2019 Michael Feldman 0

In the deep learning inferencing game, there are plenty of chipmakers, large and small, developing custom-built ASICs aimed at this application set. …

AI

Where The FPGA Hits The Server Road For Inference Acceleration

October 15, 2018 Bhavesh Patel 3

There are an increasing number of ways to do machine learning inference in the datacenter, but one of the increasingly popular means of running inference workloads is the combination of traditional CPUs acting as a host for FPGAs that run the bulk of the inferring. …

AI

Teasing Out The Bang For The Buck Of Inference Engines

October 12, 2018 Timothy Prickett Morgan 3

There is a battle heating up in the datacenter, and there are tens of billions of dollars at stake as chip makers chase the burgeoning market for engines that do machine learning inference. …

AI

Google Rounds Out Insight into TPU Architecture and Inference

September 19, 2018 Nicole Hemsoth 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. …

AI

Facebook Sounds Opening Bell for AI Inference Hardware Makers

September 13, 2018 Nicole Hemsoth 0

Gentlemen (and women), start your inference engines.

One of the world’s largest buyers of systems is entering evaluation mode for deep learning accelerators to speed services based on trained models. …

AI

First Wave of Spiking Neural Network Hardware Hits

September 11, 2018 Nicole Hemsoth 6

Over the last several years we have seen many new hardware architectures emerge for deep learning training but this year, inference will have its turn in the spotlight. …

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

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