Machine Learning

Today Arm is announcing four new products in its NPU, GPU and DPU portfolio. The company is branding its in-house machine learning processor IPs the Ethos line-up detailing more the existing N77 piece and also revealing the smaller N57 and N37 siblings in the family. To top things off, the company is also making ready its first mid-range GPU IP based on the brand-new Valhall architecture, the new Mali-G57. Finally, we’re seeing the release of a new mid-range DPU in the form of the Mali-D37. Introducing the Ethos NPU Family Arm’s NPU IP offering was first announced early last year, detailing its architecture a few months later, and has been publicly been known until known just as “Project Trillium”. Arm at TechCon this year has officially...

CEVA Announces NeuPro-S Second-Generation NN IP

It’s been a few years since machine learning and neural networks first started to be the hot new news topic. Ever since then, the market has transformed a lot...

5 by Andrei Frumusanu on 9/17/2019

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

Hot Chips 31 Live Blogs: Intel Spring Crest NNP-T on 16nm TSMC

Intel is showing us some of the design features of its new ML training product, Spring Crest.

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

Hot Chips 31 Live Blogs: Huawei Da Vinci Architecture

Huawei has already announced a range of Ascend products based on its in-house machine learning architecture, Da Vinci. Today we get a look inside the architecture.

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

Hot Chips 31 Live Blogs: Facebook Zion Unified Training Platform

Facebook is presenting details on Zion, its next generation in-memory unified training platform.

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

Hot Chips 31 Live Blogs: MLperf Benchmark

MLperf is an up-and-coming benchmark aimed at machine learning, backed by a number of industry leaders in this area.

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

Intel's Xeon Cascade Lake vs. NVIDIA Turing: An Analysis in AI

It seems like the new motto for Silicon Valley for the last few years has been “Data is the new oil,” and for good reason. The number of companies...

56 by Johan De Gelas on 7/29/2019

Hot Chips 31 (2019) Programme Announced: Zen, Navi, POWER, Lakefield, Gen-Z, Turing, Lisa Su Keynote

There are two trade shows every year that I love. Computex in June is great, because the scale of the industry it covers, and Taipei is a wonderful location...

17 by Ian Cutress on 5/16/2019

AMD Announces Radeon Instinct MI60 & MI50 Accelerators: Powered By 7nm Vega

As part of this morning’s Next Horizon event, AMD formally announced the first two accelerator cards based on the company’s previously revealed 7nm Vega GPU. Dubbed the Radeon Instinct...

26 by Ryan Smith on 11/6/2018

Cadence Announces The Tensilica DNA 100 IP: Bigger Artificial Intelligence

Cadence is an industry player we don’t mention nearly enough as much as we should - they make a lot of IP and specialises in accelerator blocks which augment...

9 by Andrei Frumusanu on 9/19/2018

Hot Chips 2018: Arm's Machine Learning Core Live Blog

Arm officially announced Project Trillium earlier this year, as a way to bring machine learning to the Arm ecosystem. As part of the trade show today, we have a...

2 by Ian Cutress on 8/21/2018

AnandTech at Hot Chips 30: Our 2018 Show Coverage

The last couple of days have been a whirlwind of coverage at two key events: Hot Chips, the semiconductor industry conference regarding new product designs, and some minor thing...

53 by Ian Cutress on 8/21/2018

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

Xilinx Acquires DEEPhi Tech ML Startup

Xilinx this week announced that it had taken over DeepPhi Technology, a machine learning startup from China. DEEPhi has been using Xilinx FPGA for its ML projects since its...

5 by Anton Shilov on 7/19/2018

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

MIPS Acquired by AI Hardware Vendor Wave Computing

After a year-long on-and-on search for a suitor, MIPS has finally found its partner. Today the company has announced that it’s being acquired by Wave Computing, an AI startup...

9 by Ryan Smith on 6/15/2018

Intel’s First (Modern) Discrete GPU Set For 2020

In a very short tweet posted to their Twitter feed yesterday, Intel revealed/confirmed the launch date for their first discrete GPU developed under the company’s new dGPU initiative. The...

56 by Ryan Smith on 6/13/2018

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

Cambricon, Makers of Huawei's Kirin NPU IP, Build A Big AI Chip and PCIe Card

Cambricon Technologies, the company in collaboration with HiSilicon / Huawei for licensing specialist AI silicon intellectual property for the Kirin 970 smartphone chipset, have gone solo and created their...

27 by Ian Cutress on 5/26/2018

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