Convey Debuts Second-Generation Hybrid-Core Platform

By Michael Feldman

November 9, 2010

In an HPC market that seems determined to go down the CPU-GPU path, upstart Convey Computer may yet offer a few surprises. The company today unveiled the sequel to its HC-1 platform it introduced in 2008. Called the HC-1ex, the new system adds a lot more performance and capability, but retains the original x86-FPGA co-processor design.

Convey’s first HC-1 design, unveiled at SC08, began production shipment in 2009. Although still in startup mode, Convey seems to be on sound financial footing. They collected their second round of funding last summer, bringing their total to $40 million. Since then the company has increased its head count from 25 to 55.

According to company president and CEO Bruce Toal, they now have roughly 30 customer deployments, ranging from single units up to 8-node clusters. The majority of the systems have been installed for bioinformatics, government and research applications, with financial services, energy and logic simulation also represented.

Because of the platform’s malleability, it can serve virtually any HPC application domain. The basic concept is to offer a standard x86 server platform, but accelerated by FPGAs in the guise of a co-processor. For a specific application domain (or even just a single application), the FPGAs are programmed to extend the x86 ISA with custom instructions intended to accelerate the target software. These instructions are then generated by the Convey tools during source compilation. It’s a nifty little design, and worlds away from the more typical FPGAs-as-an-afterthought HPC approach that has been used in the past.

The CPU and FPGAs are glued together via the shared memory subsystem, which blends the x86 memory to the customized high performance memory on the co-processor side. This allows both of them to work within the same cache-coherent shared memory space. The approach is quite different from a conventional HPC accelerator, which typically treats the FPGA, GPGPU, or whatever as an I/O device, hanging off a PCI-Express slot. In Convey’s model, the FPGAs are virtualized and act as a true co-processor. “It enables you to build a completely integrated compiled environment, which we believe is a fundamental element for hybrid computing,” explains Toal.

The HC-1ex is the higher end version of the HC-1 but, according to Toal, is not a replacement for the original. In the second-generation product, the company has upgraded the dual-core Xeon to a quad-core part, and increased CPU memory capacity from 64 GB to 128 GB. More importantly, though, the HC-1ex has moved up to the latest generation Xilinx Virtex-6 FPGA (the LX760) from the Virtex-5 part (the LX330) in the original HC-1. The newer 40nm FPGA offers more that three times the gates of its predecessor.

Assuming the application can take advantage of those additional gates, that translates to higher absolute performance, better price-performance and increased performance per watt. For example, using a Smith-Waterman search (a nucleotide sequencing algorithm that scales extremely well on FPGAs), the HC-1ex performed 401 times faster than a single-core Intel CPU. That’s more than twice the performance of the HC-1. The general idea is to replace multiple racks of conventional servers with a single rack of Convey gear, so as to reduce floor space requirements, power usage and overall total cost of ownership (TCO).

The first HC-1ex was deployed at Georgia Tech in September. Rich Vuduc, assistant professor School of Computational Science and Engineering, is leading a research team to apply heterogeneous computing systems to data analysis and data mining applications. With the HC-1ex , Vuduc is developing a custom FPGA personality for his particular data analytics domain. The work is being partly funded under a DARPA contract, so one could surmise the work could end up in some interesting defense- or security-related applications .

Beyond the HC-1ex unveiling, Convey is also announcing some new partnerships this week. These include Panasas, AutoESL, Impulse, Jacquard Computing, and Voci Technologies. The Panasas collaboration will bring the company’s storage client software into the Convey OS and cluster framework software. The next three, AutoESL, Impulse and Jacquard, are providing higher level FPGA programming tools to help develop co-processor personalities.

The last-mentioned partner, Voci, is actually OEMing the Convey gear in the form of a speech recognition appliance. Called V-Blaze, the appliance can process a hundred phone conversations in real time and convert the conversations to text. The idea here is to be to transform phone conversations into text, which can then be keyword searched for further analysis. One application would be call center monitoring. Purportedly, the V-Blaze appliance delivers much better resolution and lower error rates than commercial voice recognition products. That’s 100x better than a single CPU could accomplish and perhaps 10x better than a GPGPU implementation.

The Voci collaboration is a good example of how Convey can expand its market other than through direct end user sales. But Toal does expect to see sizable growth in such sales over the next year, thanks to a larger distribution channel and the additional technology partnerships, not to mention the new HC-1ex offering. Fighting the GPGPU juggernaut won’t be easy, but the true believers at Convey seem determined to do so.

Subscribe to HPCwire's Weekly Update!

Be the most informed person in the room! Stay ahead of the tech trends with industy updates delivered to you every week!

Is Data Science the Fourth Pillar of the Scientific Method?

April 18, 2019

Nvidia CEO Jensen Huang revived a decade-old debate last month when he said that modern data science (AI plus HPC) has become the fourth pillar of the scientific method. While some disagree with the notion that statistic Read more…

By Alex Woodie

At ASF 2019: The Virtuous Circle of Big Data, AI and HPC

April 18, 2019

We've entered a new phase in IT -- in the world, really -- where the combination of big data, artificial intelligence, and high performance computing is pushing the bounds of what's possible in business and science, in w Read more…

By Alex Woodie with Doug Black and Tiffany Trader

Google Open Sources TensorFlow Version of MorphNet DL Tool

April 18, 2019

Designing optimum deep neural networks remains a non-trivial exercise. “Given the large search space of possible architectures, designing a network from scratch for your specific application can be prohibitively expens Read more…

By John Russell

HPE Extreme Performance Solutions

HPE and Intel® Omni-Path Architecture: How to Power a Cloud

Learn how HPE and Intel® Omni-Path Architecture provide critical infrastructure for leading Nordic HPC provider’s HPCFLOW cloud service.

powercloud_blog.jpgFor decades, HPE has been at the forefront of high-performance computing, and we’ve powered some of the fastest and most robust supercomputers in the world. Read more…

IBM Accelerated Insights

Bridging HPC and Cloud Native Development with Kubernetes

The HPC community has historically developed its own specialized software stack including schedulers, filesystems, developer tools, container technologies tuned for performance and large-scale on-premises deployments. Read more…

Interview with 2019 Person to Watch Michela Taufer

April 18, 2019

Today, as part of our ongoing HPCwire People to Watch focus series, we are highlighting our interview with 2019 Person to Watch Michela Taufer. Michela -- the General Chair of SC19 -- is an ACM Distinguished Scientist. Read more…

By HPCwire Editorial Team

At ASF 2019: The Virtuous Circle of Big Data, AI and HPC

April 18, 2019

We've entered a new phase in IT -- in the world, really -- where the combination of big data, artificial intelligence, and high performance computing is pushing Read more…

By Alex Woodie with Doug Black and Tiffany Trader

Intel Gold U-Series SKUs Reveal Single Socket Intentions

April 18, 2019

Intel plans to jump into the single socket market with a portion of its just announced Cascade Lake microprocessor line according to one media report. This isn Read more…

By John Russell

BSC Researchers Shrink Floating Point Formats to Accelerate Deep Neural Network Training

April 15, 2019

Sometimes calculating solutions as precisely as a computer can wastes more CPU resources than is necessary. A case in point is with deep learning. In early stag Read more…

By Ken Strandberg

Intel Extends FPGA Ecosystem with 10nm Agilex

April 11, 2019

The insatiable appetite for higher throughput and lower latency – particularly where edge analytics and AI, network functions, or for a range of datacenter ac Read more…

By Doug Black

Nvidia Doubles Down on Medical AI

April 9, 2019

Nvidia is collaborating with medical groups to push GPU-powered AI tools into clinical settings, including radiology and drug discovery. The GPU leader said Monday it will collaborate with the American College of Radiology (ACR) to provide clinicians with its Clara AI tool kit. The partnership would allow radiologists to leverage AI techniques for diagnostic imaging using their own clinical data. Read more…

By George Leopold

Digging into MLPerf Benchmark Suite to Inform AI Infrastructure Decisions

April 9, 2019

With machine learning and deep learning storming into the datacenter, the new challenge is optimizing infrastructure choices to support diverse ML and DL workfl Read more…

By John Russell

AI and Enterprise Datacenters Boost HPC Server Revenues Past Expectations – Hyperion

April 9, 2019

Building on the big year of 2017 and spurred in part by the convergence of AI and HPC, global revenue for high performance servers jumped 15.6 percent last year Read more…

By Doug Black

Intel Launches Cascade Lake Xeons with Up to 56 Cores

April 2, 2019

At Intel's Data-Centric Innovation Day in San Francisco (April 2), the company unveiled its second-generation Xeon Scalable (Cascade Lake) family and debuted it Read more…

By Tiffany Trader

The Case Against ‘The Case Against Quantum Computing’

January 9, 2019

It’s not easy to be a physicist. Richard Feynman (basically the Jimi Hendrix of physicists) once said: “The first principle is that you must not fool yourse Read more…

By Ben Criger

Why Nvidia Bought Mellanox: ‘Future Datacenters Will Be…Like High Performance Computers’

March 14, 2019

“Future datacenters of all kinds will be built like high performance computers,” said Nvidia CEO Jensen Huang during a phone briefing on Monday after Nvidia revealed scooping up the high performance networking company Mellanox for $6.9 billion. Read more…

By Tiffany Trader

ClusterVision in Bankruptcy, Fate Uncertain

February 13, 2019

ClusterVision, European HPC specialists that have built and installed over 20 Top500-ranked systems in their nearly 17-year history, appear to be in the midst o Read more…

By Tiffany Trader

Intel Reportedly in $6B Bid for Mellanox

January 30, 2019

The latest rumors and reports around an acquisition of Mellanox focus on Intel, which has reportedly offered a $6 billion bid for the high performance interconn Read more…

By Doug Black

It’s Official: Aurora on Track to Be First US Exascale Computer in 2021

March 18, 2019

The U.S. Department of Energy along with Intel and Cray confirmed today that an Intel/Cray supercomputer, "Aurora," capable of sustained performance of one exaf Read more…

By Tiffany Trader

Looking for Light Reading? NSF-backed ‘Comic Books’ Tackle Quantum Computing

January 28, 2019

Still baffled by quantum computing? How about turning to comic books (graphic novels for the well-read among you) for some clarity and a little humor on QC. The Read more…

By John Russell

IBM Quantum Update: Q System One Launch, New Collaborators, and QC Center Plans

January 10, 2019

IBM made three significant quantum computing announcements at CES this week. One was introduction of IBM Q System One; it’s really the integration of IBM’s Read more…

By John Russell

Deep500: ETH Researchers Introduce New Deep Learning Benchmark for HPC

February 5, 2019

ETH researchers have developed a new deep learning benchmarking environment – Deep500 – they say is “the first distributed and reproducible benchmarking s Read more…

By John Russell

Leading Solution Providers

SC 18 Virtual Booth Video Tour

Advania @ SC18 AMD @ SC18
ASRock Rack @ SC18
DDN Storage @ SC18
HPE @ SC18
IBM @ SC18
Lenovo @ SC18 Mellanox Technologies @ SC18
One Stop Systems @ SC18
Oracle @ SC18 Panasas @ SC18
Supermicro @ SC18 SUSE @ SC18 TYAN @ SC18
Verne Global @ SC18

IBM Bets $2B Seeking 1000X AI Hardware Performance Boost

February 7, 2019

For now, AI systems are mostly machine learning-based and “narrow” – powerful as they are by today's standards, they're limited to performing a few, narro Read more…

By Doug Black

The Deep500 – Researchers Tackle an HPC Benchmark for Deep Learning

January 7, 2019

How do you know if an HPC system, particularly a larger-scale system, is well-suited for deep learning workloads? Today, that’s not an easy question to answer Read more…

By John Russell

Arm Unveils Neoverse N1 Platform with up to 128-Cores

February 20, 2019

Following on its Neoverse roadmap announcement last October, Arm today revealed its next-gen Neoverse microarchitecture with compute and throughput-optimized si Read more…

By Tiffany Trader

France to Deploy AI-Focused Supercomputer: Jean Zay

January 22, 2019

HPE announced today that it won the contract to build a supercomputer that will drive France’s AI and HPC efforts. The computer will be part of GENCI, the Fre Read more…

By Tiffany Trader

Intel Launches Cascade Lake Xeons with Up to 56 Cores

April 2, 2019

At Intel's Data-Centric Innovation Day in San Francisco (April 2), the company unveiled its second-generation Xeon Scalable (Cascade Lake) family and debuted it Read more…

By Tiffany Trader

Microsoft to Buy Mellanox?

December 20, 2018

Networking equipment powerhouse Mellanox could be an acquisition target by Microsoft, according to a published report in an Israeli financial publication. Microsoft has reportedly gone so far as to engage Goldman Sachs to handle negotiations with Mellanox. Read more…

By Doug Black

HPC Reflections and (Mostly Hopeful) Predictions

December 19, 2018

So much ‘spaghetti’ gets tossed on walls by the technology community (vendors and researchers) to see what sticks that it is often difficult to peer through Read more…

By John Russell

Oil and Gas Supercloud Clears Out Remaining Knights Landing Inventory: All 38,000 Wafers

March 13, 2019

The McCloud HPC service being built by Australia’s DownUnder GeoSolutions (DUG) outside Houston is set to become the largest oil and gas cloud in the world th Read more…

By Tiffany Trader

  • arrow
  • Click Here for More Headlines
  • arrow
Do NOT follow this link or you will be banned from the site!
Share This