AMD Refreshes Vision for HPC Future

By Nicole Hemsoth

February 13, 2014

Although they’ve been rather quiet compared to their competitors in the general server, GPU and of course, overall HPC market, it might be too early to write off AMD just yet. If we’re to look at their silence as the “calm before the storm” consider it typhoon season, at least according Suresh Gopalakrishnan, corporate vice president and general manager of the AMD server business unit, whom we spoke with this week.

The last time we checked in with AMD, we were told that HPC represented a small share of the overall business focus. At the time, they had a dwindling share of the Top 500 (which hasn’t recovered—AMD claims less than 45 systems across processor generations on the list) and their focus seemed to be targeting anything but high performance computing workloads. But with stiff competition in the mainstream server market from the largely-dominant Intel, the drawn-out death of the PC, and a struggling presence in high-end computing, AMD did the smart thing—they branched out to tackle key segments of the market where they still have a chance. Among those areas is still the ARM server ecosystem—one that they’ll be aggressively attacking with their “Seattle” approach this year. Add to that their APU, which has an HSA shine for developers and a rather powerful GPU to exploit, and they might reclaim their status in an HPC ecosystem that’s moved on with rising shares of discrete GPUs and increasingly, coprocessors like the Xeon Phi.

With all of this in mind, during our chat this week, Gopalakrishnan told us that while their first generation APUs were unquestionably targeting graphics rendering, media and gaming markets, all roads for HPC now lead to “Berlin,” (which we’ll get to in a moment) and a strong ARM presence that’s sparked some surprising interest.

“When we first started talking about [codename Seattle and] ARM, the idea was around hyperscale, storage, cloud and such, but when we went to SC13, we were surprised at the interest from folks we met there who wanted to use ARM in HPC environments,” he revealed. “When we talked to those in Europe, we found that a lot of the research facilities there were also interested in ARM for HPC so a lot of them signed up for our evaluation boards.”

AMDInside1

“Seattle” is first to market with a 64-bit ARM-based server SoC from a proven server processor supplier.  As he described, “Seattle” is an 8 and then 16-core CPU based on the ARM Cortex-A57 core and is expected to run at or greater than 2 GHz and will offer two to four times the performance of the Opteron X-Series processor with significant improvement in compute-per-watt.” Additionally, Seattle is set to deliver 128GB DRAM support and “extensive offload engines for better power efficiency and reduced CPU loading, server caliber encryption, and compression and legacy networking including integrated 10GbE.  It will be the first processor from AMD to integrate AMD’s advanced Freedom Fabric for dense compute systems directly onto the chip.”

He said that this interest at SC and elsewhere made them realize that they have all the components—it’s a matter of wrapping an HPC message around what already exists. “The 1:1 disk to core ratio, 10GbE interconnects, and PCI 3 (for adding Inifiniband, for example) all made it a good fit for HPC.”

The other key to AMD’s HPC future in HPC is found in the x86-based Berlin processors, which are built on the “Steamroller” 28nm architecture, feature an integrated graphics unit that will support HSA, allowing unified GPU/CPU memory access.  “Berlin has a lot of graphics compute capabilities coming and it’s just the first in a series of processors that are HAS compliant with associated caching on the GPU side,” said Gopalakrishnan. He notes that initial interest in their APUs is coming from a range of potential areas, including the oil and gas industry (where there’s some stiff competition since many oil and gas shops were early CUDA adopters) as well as for those seeking a platform for Hadoop framework and machine learning or pattern recognition workloads.

BerlinProcessors

While AMD has only released their 2014 roadmap thus far, Gopalakrishnan says that further down the line, they’re planning on rolling out a steady stream of GPU capability increases that follow the same trajectory of their Radeon discrete GPUs. They’re also bolstering efforts on the developer ecosystem around their APU, by bringing new compilers from PGI and others, working to support OpenACC directives, partnering with SUSE for a GCC compiler to provide OpenMP directives and perhaps most important for their broader goals, working with Oracle to bring Java to entire GPU/CPU side.

Although the programmatic ease Gopalakrishnan talked about, enabled by HSA, is attractive, AMD is forever in a slow race with Intel, now especially in the accelerator/co-processor market. When asked about gaining an edge against the Phi, he said the question becomes one of making sure that the right task is being scheduled at the right point—as with Phi and you’re forced to take programming to that level. “Phi addresses one part of the programming ease issue, which is that you don’t need to use CUDA or OpenCL but instead x86 for the parallelization. Even still, you have to worry about separating the tasks, sending things to the right place and passing data back and forth between the two systems. We’re bringing the ability to be able to compile directly from Fortran, C or other high level languages to give OpenACC or OpenMP directives and be able to compile directly on the APU—in this way we’re making sure the scheduling is handled from the tool side and the memory accesses are within the same memory pool so to minimize passing.”

Gopalakrishnan  says the same concept applies to how they’re bringing Java into the fold. Almost all HPC apps are in C, Fortran or CUDA in conjunction with one of those. “We’re enabling Java onto the APUs and have been working with Oracle for many years on that. We released our own parallel API, which was the start for developers to use Java and GPU compute.” With the release of Java 9 these APIs will become part of the mesh. “We’re bringing an additional level of programming into this and seeing traction from people saying this opens up apps to more than just the traditional developers for future HPC applications.”

While much of this remains to be seen throughout 2014, it’s safe to say, “welcome back, AMD—the race has been quiet without you”….because the more competitor, the merrier, right?

Subscribe to HPCwire's Weekly Update!

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

Nvidia Showcases Work with Quantum Centers at ISC24

May 13, 2024

With quantum computing surging in Europe, Nvidia took advantage of ISC24 to showcase its efforts working with quantum development centers. Currently, Nvidia GPUs are dominant inside classical systems used for quantum sim Read more…

ISC24: Hyperion Research Predicts HPC Market Rebound after Flat 2023

May 13, 2024

First, the top line: the overall HPC market was flat in 2023 at roughly $37 billion, bogged down by supply chain issues and slowed acceptance of some larger systems (e.g. exascale), according to Hyperion Research’s ann Read more…

Top 500: Aurora Breaks into Exascale, but Can’t Get to the Frontier of HPC

May 13, 2024

The 63rd installment of the TOP500 list is available today in coordination with the kickoff of ISC 2024 in Hamburg, Germany. Once again, the Frontier system at Oak Ridge National Laboratory in Tennessee, USA, retains its Read more…

Harvard/Google Use AI to Help Produce Astonishing 3D Map of Brain Tissue

May 10, 2024

Although LLMs are getting all the notice lately, AI techniques of many varieties are being infused throughout science. For example, Harvard researchers, Google, and colleagues published a 3D map in Science this week that Read more…

ISC Preview: Focus Will Be on Top500 and HPC Diversity 

May 9, 2024

Last year's Supercomputing 2023 in November had record attendance, but the direction of high-performance computing was a hot topic on the floor. Expect more of that at the upcoming ISC High Performance 2024, which is hap Read more…

Processor Security: Taking the Wong Path

May 9, 2024

More research at UC San Diego revealed yet another side-channel attack on x86_64 processors. The research identified a new vulnerability that allows precise control of conditional branch prediction in modern processors.� Read more…

ISC24: Hyperion Research Predicts HPC Market Rebound after Flat 2023

May 13, 2024

First, the top line: the overall HPC market was flat in 2023 at roughly $37 billion, bogged down by supply chain issues and slowed acceptance of some larger sys Read more…

Top 500: Aurora Breaks into Exascale, but Can’t Get to the Frontier of HPC

May 13, 2024

The 63rd installment of the TOP500 list is available today in coordination with the kickoff of ISC 2024 in Hamburg, Germany. Once again, the Frontier system at Read more…

ISC Preview: Focus Will Be on Top500 and HPC Diversity 

May 9, 2024

Last year's Supercomputing 2023 in November had record attendance, but the direction of high-performance computing was a hot topic on the floor. Expect more of Read more…

Illinois Considers $20 Billion Quantum Manhattan Project Says Report

May 7, 2024

There are multiple reports that Illinois governor Jay Robert Pritzker is considering a $20 billion Quantum Manhattan-like project for the Chicago area. Accordin Read more…

The NASA Black Hole Plunge

May 7, 2024

We have all thought about it. No one has done it, but now, thanks to HPC, we see what it looks like. Hold on to your feet because NASA has released videos of wh Read more…

How Nvidia Could Use $700M Run.ai Acquisition for AI Consumption

May 6, 2024

Nvidia is touching $2 trillion in market cap purely on the brute force of its GPU sales, and there's room for the company to grow with software. The company hop Read more…

Hyperion To Provide a Peek at Storage, File System Usage with Global Site Survey

May 3, 2024

Curious how the market for distributed file systems, interconnects, and high-end storage is playing out in 2024? Then you might be interested in the market anal Read more…

Qubit Watch: Intel Process, IBM’s Heron, APS March Meeting, PsiQuantum Platform, QED-C on Logistics, FS Comparison

May 1, 2024

Intel has long argued that leveraging its semiconductor manufacturing prowess and use of quantum dot qubits will help Intel emerge as a leader in the race to de Read more…

Nvidia H100: Are 550,000 GPUs Enough for This Year?

August 17, 2023

The GPU Squeeze continues to place a premium on Nvidia H100 GPUs. In a recent Financial Times article, Nvidia reports that it expects to ship 550,000 of its lat Read more…

Synopsys Eats Ansys: Does HPC Get Indigestion?

February 8, 2024

Recently, it was announced that Synopsys is buying HPC tool developer Ansys. Started in Pittsburgh, Pa., in 1970 as Swanson Analysis Systems, Inc. (SASI) by John Swanson (and eventually renamed), Ansys serves the CAE (Computer Aided Engineering)/multiphysics engineering simulation market. Read more…

Intel’s Server and PC Chip Development Will Blur After 2025

January 15, 2024

Intel's dealing with much more than chip rivals breathing down its neck; it is simultaneously integrating a bevy of new technologies such as chiplets, artificia Read more…

Comparing NVIDIA A100 and NVIDIA L40S: Which GPU is Ideal for AI and Graphics-Intensive Workloads?

October 30, 2023

With long lead times for the NVIDIA H100 and A100 GPUs, many organizations are looking at the new NVIDIA L40S GPU, which it’s a new GPU optimized for AI and g Read more…

Choosing the Right GPU for LLM Inference and Training

December 11, 2023

Accelerating the training and inference processes of deep learning models is crucial for unleashing their true potential and NVIDIA GPUs have emerged as a game- Read more…

Shutterstock 1606064203

Meta’s Zuckerberg Puts Its AI Future in the Hands of 600,000 GPUs

January 25, 2024

In under two minutes, Meta's CEO, Mark Zuckerberg, laid out the company's AI plans, which included a plan to build an artificial intelligence system with the eq Read more…

AMD MI3000A

How AMD May Get Across the CUDA Moat

October 5, 2023

When discussing GenAI, the term "GPU" almost always enters the conversation and the topic often moves toward performance and access. Interestingly, the word "GPU" is assumed to mean "Nvidia" products. (As an aside, the popular Nvidia hardware used in GenAI are not technically... Read more…

Nvidia’s New Blackwell GPU Can Train AI Models with Trillions of Parameters

March 18, 2024

Nvidia's latest and fastest GPU, codenamed Blackwell, is here and will underpin the company's AI plans this year. The chip offers performance improvements from Read more…

Leading Solution Providers

Contributors

Shutterstock 1285747942

AMD’s Horsepower-packed MI300X GPU Beats Nvidia’s Upcoming H200

December 7, 2023

AMD and Nvidia are locked in an AI performance battle – much like the gaming GPU performance clash the companies have waged for decades. AMD has claimed it Read more…

Eyes on the Quantum Prize – D-Wave Says its Time is Now

January 30, 2024

Early quantum computing pioneer D-Wave again asserted – that at least for D-Wave – the commercial quantum era has begun. Speaking at its first in-person Ana Read more…

The GenAI Datacenter Squeeze Is Here

February 1, 2024

The immediate effect of the GenAI GPU Squeeze was to reduce availability, either direct purchase or cloud access, increase cost, and push demand through the roof. A secondary issue has been developing over the last several years. Even though your organization secured several racks... Read more…

The NASA Black Hole Plunge

May 7, 2024

We have all thought about it. No one has done it, but now, thanks to HPC, we see what it looks like. Hold on to your feet because NASA has released videos of wh Read more…

Intel Plans Falcon Shores 2 GPU Supercomputing Chip for 2026  

August 8, 2023

Intel is planning to onboard a new version of the Falcon Shores chip in 2026, which is code-named Falcon Shores 2. The new product was announced by CEO Pat Gel Read more…

GenAI Having Major Impact on Data Culture, Survey Says

February 21, 2024

While 2023 was the year of GenAI, the adoption rates for GenAI did not match expectations. Most organizations are continuing to invest in GenAI but are yet to Read more…

Q&A with Nvidia’s Chief of DGX Systems on the DGX-GB200 Rack-scale System

March 27, 2024

Pictures of Nvidia's new flagship mega-server, the DGX GB200, on the GTC show floor got favorable reactions on social media for the sheer amount of computing po Read more…

How the Chip Industry is Helping a Battery Company

May 8, 2024

Chip companies, once seen as engineering pure plays, are now at the center of geopolitical intrigue. Chip manufacturing firms, especially TSMC and Intel, have b Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire