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Tag: fpga

AI Startup Uses FPGAs to Speed Training, Inference

The latest AI startup emerging from stealth mode claims to be the first to integrate model training and inference for deep learning at the network edge, replacing GPUs with FPGA accelerators. Deep AI Technologies said 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…

Why CTOs Should Reconsider FPGAs

Big data analytics adoption has soared in recent years. According to a 2018 market study, use of the technology has grown from 17 percent in 2015 to 59 percent in 2018, reaching a compound annual growth rate (CAGR) of 36 Read more…

Inside Hitachi Vantara’s Very Ambitious Data Agenda

FPGAs and object storage systems. NVMe storage and ML model management. IoT edge computing and converged server infrastructure. It would be a big understatement to say that Hitachi Vantara has a lot going on, but it also Read more…

Embedded FPGA Core Aimed at Deep Learning

Different implementations of FPGA designs continue to make inroads in the development of AI applications such as neural network processing. The latest is an embedded FPGA core unveiled this week by chip designer Flex Log 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…

Microsoft Beefs Up Bing With Intel FPGAs

Long-time technology partners Intel Corp. and Microsoft are again collaborating on an effort to advance deep learning capabilities in Microsoft’s search engine using the chip maker’s FPGAs. The partners said this Read more…

Hadoop 3.0 Ships, But What Does the Roadmap Reveal?

As promised, the Apache Software Foundation delivered Hadoop version 3.0 before the end of the year. Now the Hadoop community turns its attention to versions 3.1 and 3.2, which are slated to bring even more good stuff du Read more…

Committers Talk Hadoop 3 at Apache Big Data

The upcoming delivery of Apache Hadoop 3 later this year will bring big changes to how customers store and process data on clusters. Here at the annual Apache Big Data show in Miami, Florida, a pair of Hadoop project com Read more…

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