Items tagged with HPC
During its GTC 2021 keynote today, NVIDIA unveiled a new product for high performance computing (HPC) clients, its first-ever data center CPU called Grace. Based on Arm's architecture, NVIDIA claims Grace serves up 10x better performance than the fastest servers on the market currently, for complex artificial intelligence and HPC workloads. To be clear, though this is NVIDIA's first data center CPU, it is not intended to compete head-to-head against Intel's Xeon lineup and AMD's EPYC processors. NVIDIA made a point to say this, noting it continues to provide full support for all big iron server CPUs, including x86, Arm, and Power architectures. Instead, Grace is more of a niche product, in that...
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The name "Flashbolt" sounds like it could be a comic book superhero, or a spell you cast when running up against some ruffians in a role playing game. Neither of those things are what Samsung had in mind when launching Flashbolt, which is actually its third-generation high bandwidth memory 2E (HBM2E) designed for high performance computing (HPC) applications. Samsung's unveiling comes hot on the heels of JEDEC publishing an updated revision of the HBM2 standard called JESD235C. The updated standard pushes speeds to 3.2Gbps per pin, paving the way for 410GB/s of memory bandwidth per stack. And so it goes with Samsung's new Flashbolt solution, which adheres to those specs. "With the introduction...
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The brain is the most complex organ in the body and the most difficult to unravel. Scientists have developed a variety of ways to better understand the brain, including the use of supercomputers. The world’s largest neuromorphic supercomputer, the Spiking Neural Network Architecture (SpiNNaker), was just switched on for the first time yesterday. The mammoth array of server cabinets boasts one million processor cores and is able to perform 200 trillion actions per second. SpiNNaker has been twenty years and ￡15 million (nearly 19.5 million USD) in the making. The project was originally supported by the Engineering and Physical Sciences Research Council (EPSRC), but has been most recently...
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Forget about running two graphics cards in SLI, imagine having 16 GPUs working in tandem to crunch through intensive workloads. That would be pretty awesome, right? It's also attainable, at least to certain audiences. NVIDIA today unveiled its HGX-2, a cloud server platform outfitted with 16 Tesla V100 Tensor Core GPUs working as a single, giant GPU to deliver a staggering two petaflops of performance geared towards artificial intelligence. Yes folks, this thing could run Crysis, if that's what it was designed for. It's not, of course, nor is it for playing games in general. NVIDIA is pitching the HGX-2 as the first unified computing platform for both AI and high performance computing (HPC)....
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Today’s opening keynote at the Intel Developers Forum focused on a number of forward-looking AI, deep learning, connectivity and networking technologies, like 5G and Silicon Photonics. But late in the address, Intel’s Vice President and General Manager of its Data Center Group (DCG), Diane Bryant, quickly dropped a few details regarding the company’s next-generation Xeon Phi processor, codenamed Knights Mill.Knights Mill is designed for high-performance machine learning and artificial intelligence workloads, and is currently slated for release sometime in 2017. According to Bryant, Knights Mill is optimized for scale-out analytics implementations and it will include architectural enhancements...
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The Heterogeneous System Architecture (HSA) Foundation is making waves this week with the announcement of the HSA Specification v1.0. The HSA 1.0 spec is aimed at ushering in a new wave of heterogeneous computing devices that efficiently harness the power of both CPUs and GPUs. HSA is not only destined to impact high-performance computing (HPC) and desktop platforms — as one would expect — it will also impact mobile devices including smartphones, tablets, and notebooks. HSA will make it easier for programmers to “efficiently apply the hardware resources in today’s complex systems-on-chip (SOCs),” including tapping directly into the GPU. Through the use of “heterogeneous queuing,” GPUs will be...
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Intel today made a splash at the International Supercomputing Conference in Leipzig, Germany by revealing new details about its next-generation Xeon Phi processor technology. You may better recognize Xeon Phi by its codename, Knights Landing, which we covered in some detail earlier this year. No matter what you call it, this represents a significant leap in High Performance Computing (HPC) that will deliver up to three times the performance of previous generations while consuming less power. A big part of the reason for this is the construction of a new high-speed interconnect technology called Intel Omni Scale Fabric, which Intel has been a bit cagey about, though reportedly it is comprised...
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Like any smart company, NVIDIA is always looking for new markets and segments to dig into, and the company is doing just that with a push into high-performance computing (HPC). NVIDIA announced that its Tesla GPUs are being used to bring ARM64-based servers to a new level of performance. There are several vendors using the Tesla GPU accelerators in their ARM64 servers, including Cirrascale, E4 Computer Engineering, and Eurotech. “Featuring Applied Micro X-GeneARM64 CPUs and NVIDIA Tesla K20 GPU accelerators, the new ARM64 servers will provide customers with an expanded range of efficient, high-performance computing options to drive compute-intensive HPC and enterprise data center workloads,”...
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Netflix has long chased after methods of improving its movie recommendation algorithms, once even awarding a $1M prize to any team of people who could substantially improve on the then-current design. As part of that process, the company has been researching neural networks. Conventional neural networks are created with vast nodes of CPU clusters, often with several thousand cores in total. Netflix decided to go with something different, and built a neural network based on GPU cores. In theory, GPU cores could be ideal for building neural nets -- they offer huge numbers of cores already linked by fast internal interconnects and with relatively large pools of onboard memory. Whether or not the...
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New details on Intel's upcoming 14nm Xeon Phi (codenamed Knights Landing) suggests that the chip giant is targeting a huge increase in performance, throughput, and total TFLOP count with the next-gen MIC (Many Integrated Core) card. Knights Landing will be the first ground-up redesign of Intel's MIC architecture -- the original Knights Ferry card was a repurposed Larrabee GPU, while the current Knights Corner-based MIC still has texture units integrated on-die left over from its GPU roots. RealWorldTech has published an expose on the upcoming architecture, blending what we know of the new design with some intelligent speculation about its overall structure and capabilities. Knights Landing will...
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Last month, Intel brought us out to the Texas Advanced Computing Center (TACC) in Austin to brief us on its latest and greatest foray into high-performance computing (HPC) and exascale level processing performance. For Intel, years of heady talk about parallelism and exascale computing have finally come to fruition. Intel is bringing to market a pair of Xeon Phi coprocessor offerings in 2013, the 3100 family and the 5110p, and we’ve got the full scoop for you here... Intel’s Exascale HPC Revolution and Xeon Phi...
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Last month, Intel brought us out to the Texas Advanced Computing Center (TACC) in Austin to brief us on their latest and greatest foray into high-performance computing (HPC) and exascale level processing performance. Parallel Computing and the Road to Exascale There are mountains of problems that need to be solved and a myriad of insight to be gained, in fields from the sciences to national security, that require HPC and highly parallel processing to most effectively and efficiently solve. Parallel processing is what the HPC space is all about, and when large amounts of data can be processed and complex problems solved, it can help researchers move from the concept phase to the...
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At the supercomputing conference SC2011 today, Intel offered up performance details of its upcoming Xeon E5 processors and demoed their Knights Corner many integrated core (MIC) solution. The new Xeons won't be broadly available until the first half of 2012, but Santa Clara has been shipping the new chips to "a small number of cloud and HPC customers" since September. The new E5 family is based on the same core as the 3960X Intel launched yesterday, but the company has been surprisingly slow to ramp the CPUs for mass production. Rajeeb Hazra, general manager of the Intel Datacenter and Connected Systems Group, stated that demand for the new chips was stronger than anything Intel had seen before....
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Last month, we discussed the split between IBM and the NCSA (National Center for Supercomputing Applications) over the highly ambitious 'Blue Waters' project. Blue Waters was the name of a planned supercomputer that would've been entirely water-cooled and included as many as 524,288 CPU cores. The disintegration of the deal came as some surprise, given the amount of work that'd already been done on the project. New details have come to light on why the University of Illinois and IBM ultimately parted ways over the project. One of the major issues appear to have been the clock speeds of the CPUs. The project selected IBM in 2007 as the supercomputer vendor for the Blue Waters project based on...
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NVIDIA has just announced the addition of CTO Steve Scott to the company’s Tesla Business unit. Steve Scott was the chief architect of the Cray X1 and was involved in the design of the Cray XT, Cray XE and "Cascade" systems as well. According to his bio, Steve Scott holds 27 U.S. patents in the areas of interconnection networks, cache coherence, synchronization mechanisms and scalable parallel architectures and has also served on numerous program committees and as an associate editor for the IEEE Transactions on Parallel and Distributed Systems. He served 19 years at Cray, the last six as a senior vice president and CTO, responsible for defining Cray's technology and system architecture...
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Four years ago almost to the day, the National Science Board handed the National science Foundation a mandate to build the most powerful petaflop-class supercomputer in the world. The NSF announced in turn that the system would be based on IBM's Power7 processor technology. One of the features that won IBM the contract was the fact that the cluster doesn't require message passing and could theoretically be programmed as a single system. As of today, Blue Waters is officially canceled. The news comes less than a month after IBM announced it would begin commercial shipments of the individual nodes that were originally supposed to make up the building blocks of the Blue Waters system. The MCM modules...
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New CUDA 4.0 Release Makes Parallel Programming Easier Unified Virtual Addressing, GPU-to-GPU Communication and Enhanced C++ Template Libraries Enable More Developers to Take Advantage of GPU Computing SANTA CLARA, Calif -- Feb. 28, 2011 -- NVIDIA today announced the latest version of the NVIDIA CUDA Toolkit for developing parallel applications using NVIDIA GPUs. The NVIDIA CUDA 4.0 Toolkit was designed to make parallel programming easier, and enable more developers to port their applications to GPUs. This has resulted in three main features: NVIDIA GPUDirect 2.0 Technology – Offers support for peer-to-peer communication among GPUs within a single server or workstation. This enables...
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A little earlier today, in a jam packed meeting room in the Venetian Hotel in Las Vegas, we spent about an hour listening to NVIDIA CEO Jen-Hsun Huang speak about the massive influx of mobile computing devices over the last few years and NVIDIA’s plans to better infiltrate the burgeoning market moving forward. During his address, Mr. Huang spoke almost exclusively about the company’s Tegra 2 processor and its capabilities and performance, although he also dropped a bombshell to close his talk about NVIDIA’s “Project Denver”—more on that one in a bit. While discussing the mobile computing space, NVIDIA’s CEO stated that Tegra 2 will usher in the era of...
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Amazon has long touted its ECS (Elastic Compute Cloud) as a flexible service for companies that need a certain amount of server time to test programs or features, but don't want to invest the time and effort themselves. Now, the company has added additional HPC (High Performance Computing) capabilities that are typically targeted towards large-scale enterprise or university buildouts. These are precisely the sorts of organizations that typically can afford to invest time/money, but Amazon is targeting potential customers that might be restrained either by a lack of available CPU time or those that are physically unable to install new/different hardware. According to Amazon's CTO Werner Vogels,...
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Earlier this week, we covered news that a California PS3 owner, Anthony Ventura, had filed a class action lawsuit against Sony, alleging that the company's decision to terminate the PS3's Linux support via firmware update constituted a false/deceptive marketing practice. While most PS3 owners never took advantage of the system's Linux capabilities, "Other OS" functionality is critical to the universities and institutions that have deployed PS3 clusters as high-performance compute farms. We talked with several project leads on the impact of Sony's decision, and what it means for low-cost supercomputing programs. Blunderingly, Sony Nukes PS3 Supercomputing...
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Earlier this week, we covered news that a California PS3 owner, Anthony Ventura, had filed a class action lawsuit against Sony, alleging that the company's decision to terminate the PS3's Linux support via firmware update constituted a false/deceptive marketing practice.While most PS3 owners never took advantage of the system's Linux capabilities, "Other OS" functionality is critical to the universities and institutions that have deployed PS3 clusters as high-performance compute farms. We talked with several project leads on the impact of Sony's decision, and what it means for low-cost supercomputing programs. Cluster of PS3s, U.S.A.F. 2,000 Console SupercomputerImage courtesy: U.S. Air ForceIn...
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Intel launched its much-anticipated Nehalem-EX processor today; the new chip could redefine performance at 4P and above. Nehalem-EX, aka Beckton, aka Xeon 6500/7500 is Nehalem at full throttle; Beckton is an eight-core/16-thread processor with up to 24MB of L3 cache or ~3MB per core compared to Nehalem's 2MB/core design. It supports up to four QPI links for glueless design implementations and features a quad-channel memory controller capable of controlling up to 16 DIMMs per socket. Intel has released a number of SKUs with different core counts, one without Hyper-Threading, varying amounts of L3 cache, and clockspeeds ranging from 1.73GHz-2.26GHz for the Hyper-Threaded CPUs and 2.66GHz one model...
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