Deep Learning

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.

NVIDIA Unveils & Gives Away New Limited Edition 32GB Titan V "CEO Edition"

NVIDIA’s CEO Jensen Huang has over the years become increasingly known for his giveaway antics at AI conferences. In recent years the CEO has unveiled both the NVIDIA Titan...

37 by Ryan Smith on 6/21/2018

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

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

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

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

NVIDIA Ships First Volta-based DGX Systems

This Wednesday, NVIDIA has announced that they have shipped their first commercial Volta-based DGX-1 system to the MGH & BWH Center for Clinical Data Science (CCDS), a Massachusetts-based research...

48 by Nate Oh on 9/7/2017

Hot Chips: Intel Knights Mill Live Blog (4:45pm PT, 11:45pm UTC)

Another talk from Hot Chips, this time on Intel's Knights Mill (KNM). The Intel Knights family stems from their Xeon Phi product line, although KNM is a bit different...

22 by Ian Cutress on 8/21/2017

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