Neural Networks

When we last discussed the NVIDIA Titan V in our preview, it was only a few weeks after its surprise launch at NIPS 2017. We came away with the understanding that the Volta-based Titan V was a new breed of NVIDIA’s Titan, their prosumer line of video cards, one that essentially encapsulated NVIDIA’s recent compute achievements and how they got there. Which is to say, deep learning and neural networking has quickly become the driving force behind NVIDIA GPUs as state-of-the-art compute accelerators, now incorporating built-in with hardware and software acceleration for machine learning operations. Deep learning prowess is the calling card of the Titan V and of Volta in general, and that performance is what we will be investigating today.

Imagination Announces First PowerVR Series2NX Neural Network Accelerator Cores: AX2185 and AX2145

Since Imagination’s original announcement of the PowerVR Series2NX Neural Network Accelerator (NNA) last fall, the machine learning and AI “hype train” has not paused in the slightest. For the...

4 by Nate Oh on 6/8/2018

ARM Details "Project Trillium" Machine Learning Processor Architecture

Arm first announced Project Trillium machine learning IPs back in February and we were promised we’d be hearing more about the product in a few months’ time. Project Trillium...

13 by Andrei Frumusanu on 5/22/2018

Google Announces Cloud TPU v2 Beta Availability for Google Cloud Platform

This week, Google announced Cloud TPU beta availability on the Google Cloud Platform (GCP), accessible through their Compute Engine infrastructure-as-a-service. Using the second generation of Google’s tensor processing units...

7 by Nate Oh on 2/15/2018

Ambarella at CES 2018: Announcing CV1 and CV22 SoCs with CVflow CNN engines

At CES 2018 in Las Vegas we had the pleasure to attend Ambarella’s booth tour demonstrating the newest products in camera SoC solutions. Ambarella to date is most widely...

9 by Andrei Frumusanu on 1/15/2018

CEVA Announces NeuPro Neural Network IP

Ahead of CES CEVA today announced a new specialised neural network accelerator IP called NeuPro. We’ve over the last few months seen an explosion of news related to “AI” and...

12 by Andrei Frumusanu on 1/5/2018

The NVIDIA Titan V Preview - Titanomachy: War of the Titans

Today we're taking a preview look at NVIDIA's new compute accelerator and video card, the $3000 NVIDIA Titan V. In Greek mythology Titanomachy was the war of the Titans...

113 by Ryan Smith & Nate Oh on 12/20/2017

Khronos Group Launches the Neural Network Exchange Format

Today the Khronos Group, the industry consortium behind OpenGL and Vulkan, released a v1.0 provisional specification for its Neural Network Exchange Format (NNEF). First announced last year, this provisional...

8 by Nate Oh on 12/20/2017

NVIDIA Announces “NVIDIA Titan V" Video Card: GV100 for $3000, On Sale Now

Out of nowhere, NVIDIA has revealed the NVIDIA Titan V today at the 2017 Neural Information Processing Systems conference, with CEO Jen-Hsun Huang flashing out the card on stage...

160 by Ryan Smith & Nate Oh on 12/7/2017

Intel Shipping Nervana Neural Network Processor First Silicon Before Year End

This week at the Wall Street Journal’s D.Live 2017, Intel unveiled their Nervana Neural Network Processor (NNP), formerly known as Lake Crest, and announced plans to ship first silicon...

25 by Nate Oh on 10/18/2017

GTC Europe: NVIDIA Keynote Live Blog (10am CEST, 9am UTC)

Stay tuned for coverage of NVIDIA's Keynote at GTC Europe. Heading up the presentation is NVIDIA CEO, Jensen Huang. GTC Europe is now NVIDIA's key automotive event due to...

9 by Ian Cutress on 10/10/2017

NVIDIA Gives Xavier Status Update & Announces TensorRT 3 at GTC China 2017 Keynote

Earlier today at a keynote presentation for their GPU Technology Conference (GTC) China 2017, NVIDIA’s CEO Jen-Hsun Huang disclosed a few updated details of the upcoming Xavier ARM SoC...

11 by Nate Oh on 9/26/2017

Imagination Joins the AI Party, Announces PowerVR Series 2NX Neural Network Accelerator

In conjunction with today’s PowerVR Series 9XE and Series 9XM announcement, Imagination is revealing a new series of PowerVR-branded hardware IP blocks: the Series 2NX neural network accelerator (NNA)...

19 by Nate Oh on 9/21/2017

Huawei Mate 10 and Mate 10 Pro Launch on October 16th, More Kirin 970 Details

Riding on the back of the ‘not-announced then announced’ initial set of Kirin 970 details, Huawei had one of the major keynote presentations at the IFA trade show this...

13 by Ian Cutress on 9/4/2017

IFA 2017: Huawei Artificial Intelligence Keynote Live Blog (8am ET, Noon UTC)

Huawei has a keynote at IFA this year. Having quietly announced the Kirin 970 and its new Neural Processing Unit yesterday without a word through the regular press channels...

28 by Ian Cutress on 9/2/2017

Intel Announces Movidius Myriad X VPU, Featuring ‘Neural Compute Engine’

Today, Intel subsidiary Movidius is announcing the Movidius Myriad X vision processing unit (VPU), a low-power system-on-chip (SoC) intended for deep learning and AI acceleration in vision-based devices such...

13 by Nate Oh on 8/28/2017

Intel Launches Movidius Neural Compute Stick: Deep Learning and AI on a $79 USB Stick

Today Intel subsidiary Movidius is launching their Neural Compute Stick (NCS), a version of which was showcased earlier this year at CES 2017. The Movidius NCS adds to Intel’s...

38 by Nate Oh on 7/20/2017

AMD Announces Radeon Instinct: GPU Accelerators for Deep Learning, Coming In 2017

With the launch of their Polaris family of GPUs earlier this year, much of AMD’s public focus in this space has been on the consumer side of matters. However...

39 by Ryan Smith on 12/12/2016

CEVA Launches Fifth-Generation Machine Learning Image and Vision DSP Solution: CEVA-XM6

Deep learning, neural networks and image/vision processing is already a large field, however many of the applications that rely on it are still in their infancy. Automotive is the...

1 by Ian Cutress on 9/27/2016

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