Deep Learning

Absent from the discrete GPU space for over 20 years, this year Intel is set to see the first fruits from their labors to re-enter that market. The company has been developing their new Xe family of GPUs for a few years now, and the first products are finally set to arrive in the coming months with the Xe-LP-based DG1 discrete GPU, as well as Tiger Lake’s integrated GPU, kicking off the Xe GPU era for Intel. But those first Xe-LP products are just the tip of a much larger iceberg. Intending to develop a comprehensive top-to-bottom GPU product stack, Intel is also working on GPUs optimized for the high-power discrete market (Xe-HP), as well as the high-performance computing market (Xe-HPC). That high end of the...

NVIDIA Announces PCIe A100 Accelerator: 250 Watt Ampere In A Standard Form Factor

With the launch of their Ampere architecture and new A100 accelerator barely a month behind them, NVIDIA this morning is announcing the PCIe version of their accelerator as part...

30 by Ryan Smith on 6/22/2020

Gaming AIs: NVIDIA Teaches A Neural Network to Recreate Pac-Man

Following last week’s virtual GTC keynote and the announcement of their Ampere architecture, this week NVIDIA has been holding the back-half of their conference schedule. As with the real...

20 by Ryan Smith on 5/22/2020

NVIDIA Ampere Unleashed: NVIDIA Announces New GPU Architecture, A100 GPU, and Accelerator

While NVIDIA’s usual presentation efforts for the year were dashed by the current coronavirus outbreak, the company’s march towards developing and releasing newer products has continued unabated. To that...

128 by Ryan Smith on 5/14/2020

NVIDIA Acquires SwiftStack, an Object Storage Company

NVIDIA and SwiftStack have signed an agreement under which the former will aqcuire the latter. SwiftStack develops object storage software that is used for AI, HPC, and accelerated computing...

5 by Anton Shilov on 3/10/2020

Supermicro Shows Off Intel Nervana NNP-T Servers: 8-Way PCIe and OAM

One of the key elements to deep learning and training is lots of very dense compute, as well as the dense servers to go through the computation. Intel’s Nervana...

15 by Dr. Ian Cutress on 12/4/2019

Hot Chips 31 Live Blogs: Cerebras' 1.2 Trillion Transistor Deep Learning Processor

Some of the big news of today is Cerebras announcing its wafer-scale 1.2 trillion transistor solution for deep learning. The talk today goes into detail about the technology.

28 by Dr. Ian Cutress on 8/19/2019

Intel to Discontinue First-Gen Movidius Neural Compute Stick

Intel this week initiated an end-of-life plan for its Movidius Neural Compute Stick, which is based on the Myriad 2 VPU. The product will be available for another year...

24 by Anton Shilov on 5/3/2019

The NVIDIA GPU Tech Conference 2019 Keynote Live Blog (Starts at 2pm PT/21:00 UTC)

Kicking off a very busy week for tech events in California, my first stop for the week is NVIDIA's annual GPU Technology Conference in San Jose. As always, CEO Jensen...

36 by Ryan Smith on 3/18/2019

Imagination Goes Further Down the AI Rabbit Hole, Unveils PowerVR Series3NX Neural Network Accelerator

After Imagination first announced their PowerVR Series2NX Neural Network Accelerator (NNA) last September, it has become a key part in their ambitions for AI and neural networks on the...

32 by Nate Oh on 12/4/2018

NVIDIA Teases GeForce RTX 2080 Performance Numbers, Announces Ansel RTX

Concluding their Gamescom festivities for their newly-introduced GeForce RTX 20-series, NVIDIA has revealed a bit more about the hardware, its features, and its expected performance this evening. Tonight NVIDIA...

93 by Nate Oh on 8/22/2018

Khronos Group Releases Neural Network Exchange Format 1.0, Showcases First Public OpenXR Demo

Today at SIGGRAPH the Khronos Group, the industry consortium behind OpenGL and Vulkan, announced the ratification and public release of their Neural Network Exchange Format (NNEF), now finalized as...

8 by Nate Oh on 8/14/2018

The NVIDIA Titan V Deep Learning Deep Dive: It's All About The Tensor Cores

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...

65 by Nate Oh on 7/3/2018

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...

38 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...

8 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

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