tag: OpenCL

Khronos: Open Standards Powering The Future Of Embedded Vision
By Paul McLellan - 09 Jun, 2022 - Comments: 0

At the recent Embedded Vision Summit, one of the presentations was by Neil Trevett of The Khronos Group. This is a standardization body and is a non-profit. He said that his day job is at Nvidia. It has been creating standards for 20 years with a focus on low-level hardware acceleration APIs for 3D graphics, parallel computation, augmented reality (AR), virtual reality (VR), and machine learnin... » read more

Software-Hardware Co-Design Becomes Real
By Brian Bailey - 27 Sep, 2021 - Comments: 1

For the past 20 years, the industry has sought to deploy hardware/software co-design concepts. While it is making progress, software/hardware co-design appears to have a much brighter future. In order to understand the distinction between the two approaches, it is important to define some of the basics. Hardware/software co-design is essentially a bottom-up process, where hardware is deve... » read more

Week In Review: Design, Low Power
By Jesse Allen - 01 May, 2020 - Comments: 0

Nvidia completed its $7 billion acquisition of Mellanox. The acquisition, initially announced over a year ago, brings Mellanox’s high-performance networking and interconnect technology to Nvidia's server efforts and gives the company full end-to-end offerings in the data center space. To date, this is the largest acquisition in Nvidia's history. Tools & IP Synopsys debuted its 3DIC Co... » read more

Software-Defined Hardware Gains Ground — Again
By Ann Mutschler - 26 Mar, 2020 - Comments: 0

The traditional approach of running generic software on x86-based CPUs is running out of steam for many applications due to the slowdown of Moore’s Law and the concurrent exponential growth in software application complexity and scale. In this environment, the software and hardware are disparate due the dominance of the x86 architecture. “The need for and advent of the hardware accelerat... » read more

Divided On System Partitioning
By Brian Bailey - 30 Jan, 2020 - Comments: 0

Building an optimal implementation of a system using a functional description has been an industry goal for a long time, but it has proven to be much more difficult than it sounds. The general idea is to take software designed to run on a processor and to improve performance using various types of alternative hardware. That performance can be specified in various ways and for specific applic... » read more

Hardware-Software Co-Design Reappears
By Brian Bailey - 25 Jul, 2019 - Comments: 1

The core concepts in hardware-software co-design are getting another look, nearly two decades after this approach was first introduced and failed to catch on. What's different this time around is the growing complexity and an emphasis on architectural improvements, as well as device scaling, particularly for AI/ML applications. Software is a critical component, and the more tightly integrate... » read more

The Automation Of AI
By Brian Bailey - 28 Mar, 2019 - Comments: 0

Semiconductor Engineering sat down to discuss the role that EDA has in automating artificial intelligence and machine learning with Doug Letcher, president and CEO of Metrics; Daniel Hansson, CEO of Verifyter; Harry Foster, chief scientist verification for Mentor, a Siemens Business; Larry Melling, product management director for Cadence; Manish Pandey, Synopsys fellow; and Raik Brinkmann, CEO ... » read more

Taming Concurrency
By Brian Bailey - 17 Jan, 2019 - Comments: 2

Concurrency adds complexity for which the industry lacks appropriate tools, and the problem has grown to the point where errors can creep into designs with no easy or consistent way to detect them. In the past, when chips were essentially a single pipeline, this wasn't a problem. In fact, the early pioneers of EDA created a suitable language to describe and contain the necessary concurrency ... » read more

Move Data Or Process In Place?
By Brian Bailey - 26 Oct, 2017 - Comments: 0

Should data move to available processors or should processors be placed close to memory? That is a question the academic community has been looking at for decades. Moving data is one of the most expensive and power-consuming tasks, and is often the limiter to system performance. Within a chip, Moore's Law has enabled designers to physically move memory closer to processing, and that has rema... » read more

CCIX Enables Machine Learning
By Brian Bailey - 31 Jul, 2017 - Comments: 5

It takes a lot of technology to enable something like machine learning, and not all of it is as glamorous as neural network architectures and algorithms. Several levels below that is the actual hardware on which these run, and that brings us into the even less sexy world of interfaces. One such interface, the Cache Coherent Interconnect for Accelerators (CCIX), pronounced C6, aims to make th... » read more

← Older posts

  • Sponsors

About

Navigation

Connect With Us

Copyright ©2013-2024 SMG   |  Terms of Service  |  Privacy Policy