Tag: ASIC
AWS Leans on Custom Silicon for Processing Advantage
You may know Amazon Web Services as a leading provider of public cloud services. But it’s also investing substantial sums into designing its own line of custom chips that can save customers a lot of money compared to I Read more…
Deep Learning Has Hit a Wall, Intel’s Rao Says
The rapid growth in the size of neural networks is outpacing the ability of hardware to keep up, said Naveen Rao, vice president and general manager of Intel's AI Products Group, at the company’s AI Summit yesterday. S Read more…
Disruptive Economics and Democratization of Data
It seems like only a few years ago that managing data growth was a high-priority objective for most users. What happened? The short answer is the same thing that happened to oil. Data is the new oil. Before we learned Read more…
A Wave of Purpose-Built AI Hardware Is Building
Google last week unveiled the third version of its Tensor Processing Unit (TPU), which is designed to accelerate deep learning workloads developed in its TensorFlow environment. But that's just the start of a groundswell Read more…
Inside Intel’s nGraph, a Universal Deep Learning Compiler
The advent of deep learning has spawned new life into the quest to create artificial intelligence. But along the way, we've become awash in technological complexity, forcing data scientists to juggle multiple deep learni Read more…
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