Visual Processors and CNN—the next generation supercomputer

TIBURON, CA-April 27, 2017 - Jon Peddie Research (JPR), the industry's research and consulting firm for graphics and multimedia, today released its latest quarterly report on the Visual Processing Unit (VPU) market.

VPUs are at the crossroads of image-processing, convolutional neural nets (CNN), machine intelligence, and the emerging augmented reality market. More than just an image processing algorithm co-processor, and more like a powerful subsystem that can take multiple streams of highspeed pixel data and feed a GPU for display, while simultaneously doing data analysis and extraction.

The VPU is a relatively new device, in fact only one company is making a complete standalone VPU core—Verisilicon, but others are on the way. Cadence has three processor cores, the P5 and P6 which are being used in classic VPU roles, and we expect them to also produce a CNN optimized VPU. which can be used in classic VPU roles, and we expect them to also produce a CNN optimized VPU. Wave Computing’s Coarse Grained Reconfigurable Array, and Google’s Tensor Processing Unit represent new approaches to neural network training and inferencing respectively. For cloud-based deep learning applications those two are at the top of the class and featured in this edition of the VPU report. 

Other VPU capable devices like Ceva’s XM4, Inuitive’s NU 4000, and the VPU capable processors Intel has acquired recently from Movidus, Silicon Hive, Nervana, and its own remarkably capable Gen9 GPUs are among the 38 companies we have identified that are making VPU capable processors using GPUs, DSPs, and dedicated engines. Thirty-eight companies, with industry giants like Intel, TI, Nvidia, AMD, and Qualcomm, to name a few, don’t get into a market and invest millions of dollars in R&D and acquisitions unless they see a big return. Therefore, no semiconductor, system builder, or software tool, or application developer can afford to ignore this emerging, maybe even explosive, market.

JPR’s quarterly VPU report will give you the in-depth information you need to access opportunities, suppliers, and competitors.

The applications for VPUs ranges from super-smart prosumer cameras to automobile license readers at bridges and gateways, to airport security and nozzle monitoring of a satellite launching rocket. With high-resolution cameras being employed in every aspect of our lives, making autonomous vehicles of all types possible, drone surveillance and crop assessment affordable and reliable, and face recognition at ATMs a new normal in our lives, the demand for high-performance front-end processing of the myriad of image-processing functions has never been greater.

JPR’s new quarterly VPU service analyzes the suppliers, the technology, the processors, and the market opportunities. We have identified 20 suppliers of VPU, and eight IP suppliers, plus ten start up that haven’t produced any silicon yet.. As robust as the market is, there will be consolidation through either failures or acquisitions, and we think there will be just a half dozen suppliers, three major companies, and three niche players by 2020.

Where will your supplier, or your company, or your competitor be in 2020?  JPR’s VPU report can help you assess those opportunities and threats.

About Jon Peddie Research
Dr. Jon Peddie has been active in the graphics and multimedia fields for more than 30 years. Jon Peddie Research is a technically oriented multimedia and graphics research and consulting firm. Based in Tiburon, California, JPR provides consulting, research, and other specialized services to technology companies in a variety of fields including graphics development, multimedia for professional applications and consumer electronics, high-end computing, and Internet-access product development. Jon Peddie's Market Watch is a quarterly report focused on the market activity of PC graphics controllers for notebook and desktop computing.

 
Contact:

Jon Peddie, Jon Peddie Research
415/435-9368 
Email Contact
 
Robert Dow, Jon Peddie Research 
415/435-9368
Email Contact

Featured Video
Editorial
Jobs
Mechanical Manufacturing Engineering Manager for Google at Sunnyvale, California
Mechanical Test Engineer, Platforms Infrastructure for Google at Mountain View, California
Mechanical Engineer 3 for Lam Research at Fremont, California
Equipment Engineer, Raxium for Google at Fremont, California
Mechanical Engineer 2 for Lam Research at Fremont, California
Manufacturing Test Engineer for Google at Prague, Czechia, Czech Republic
Upcoming Events
Celebrate Manufacturing Excellence at Anaheim Convention Center Anaheim CA - Feb 4 - 6, 2025
3DEXPERIENCE World 2025 at George R. Brown Convention Center Houston TX - Feb 23 - 26, 2025
TIMTOS 2025 at Nangang Exhibition Center Hall 1 & 2 (TaiNEX 1 & 2) TWTC Hall Taipei Taiwan - Mar 3 - 8, 2025
Additive Manufacturing Forum 2025 at Estrel Convention Cente Berlin Germany - Mar 17 - 18, 2025



© 2024 Internet Business Systems, Inc.
670 Aberdeen Way, Milpitas, CA 95035
+1 (408) 882-6554 — Contact Us, or visit our other sites:
AECCafe - Architectural Design and Engineering EDACafe - Electronic Design Automation GISCafe - Geographical Information Services TechJobsCafe - Technical Jobs and Resumes ShareCG - Share Computer Graphic (CG) Animation, 3D Art and 3D Models
  Privacy PolicyAdvertise