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Microprocessor enormous Intel (NASDAQ:INTC) recently introduced that it had begun transport a "preliminary production" version of its next-generation Xeon server processor family unit. the brand new chips are based on the business's Skylake processor architecture and are manufactured within the company's 14-nanometer+ expertise.
It became previously believed, due to a slide deck that leaked onto the internet last 12 months, that those subsequent-era processors would pack up to 28 processing cores -- a good step up from the 24 present in the present-era Broadwell-EP-primarily based processor family unit.
despite the fact, a new leak -- this time, a purported listing of an engineering sample of the upcoming Skylake Xeon chips on chinese language website Taobao -- means that the right Skylake Server chips could have 32 cores. (credit score goes to AnandTech consumer Sweepr for first recognizing this.)
Let's take a better look at what this would suggest for Intel's statistics-center business.Some business history
Intel has pointed out in the past that it goals to deliver at the least a 20% performance enhancement, SKU-to-SKU, when it introduces a next-technology server processor household.
This ability, as an example, that once this 12 months's Xeon E5 2698 v4 is replaced via a Xeon E5 2698 v5, the latter could be as a minimum 20% sooner than the previous. Intel has additionally in the past indicated that it goals to keep pricing roughly flat between generations for a given processor model -- whatever thing this is corroborated via the general public pricing that Intel publishes for its chips.
So, in effect, performance per greenback for Intel's records-core chips is expected to go up at a gradual, effective tempo with each product cycle.
however, traders might understand that one of the key boom drivers for Intel's facts-center enterprise has been a rise in general promoting fees. That boost comes when facts-core processor patrons choose to buy processors better up in Intel's product stack.
So, as an example, let's feel that the last time an organization bought Intel-powered servers, it opted for machines powered by using Xeon E5-2660 chips, with an inventory price of $1,329. Then, when the server buyer comes back for brand new techniques, it opts for Xeon E5-2680 v4 chips, with a list price of $1,745.
in that case, the server buyer is never buying any further chips than it did closing time, however is purchasing extra costly processors to more suitable serve its wants. From a earnings perspective, Intel is rarely selling more devices to this client than it did earlier than, but it surely's selling greater computing power than it did before -- and it be getting paid for it.
or not it's in Intel's premier hobbies to preserve adding chips to the correct of its Xeon processor stack to continue to inspire upsell to more and more effective and expensive processor fashions.About that 32-core Xeon...
With all that history in intellect, they will now consider why Intel's suggested 32-core Skylake Xeon processor is so entertaining.
The maximum-conclusion Xeon E7 v4 processor became the Xeon E7 8890 v4. This half protected 24 cores, which ran at a base clock of 2.2GHz and a maximum rapid clock of three.4GHz. The prior-era half, the Xeon E7 8890 v3, had 18 cores, which ran at a base clock of two.5GHz and a highest faster velocity of three.3GHz. it truly is 33% more cores at roughly the equal speeds, translating into about 33% extra performance.
Had Intel's accurate Skylake Xeon processor covered "simply" 28 cores, then the technology-over-generation processor core count from the precise Xeon E7 v4 to the Xeon E7 v5 would have gone up simply sixteen.7%.
there is extra performance to be had from the new Skylake architecture, and Intel may have adjusted frequencies to make up for the smaller core count number increase, but the latter may also have had a terrible impact on energy efficiency.
by using bringing out a 32-core mannequin at the very excellent of its next-era Xeon processor stack, Intel ensures that it may bring as a minimum the identical kind of efficiency raise on the very proper of its Xeon E7 v5 stack as it did with the Xeon E7 v4 chips.
Intel's facts-middle enterprise is expected to develop by using less than 10% this 12 months. Given the contemporary slowdown in its growth rate, Intel can't manage to pay for to let up on the efficiency improvements that it brings to the table.
thinking about Intel certification? do not—unless an IT supervisor is requiring you to earn Intel accreditation. The software's on its final legs. Get the particulars during this week's IT Certification corner.finish out of the money in a stakes race, and you’ll be labeled an also-ran. With Microsoft, Cisco, and CompTIA grabbing most certification headlines, is there room in the spotlight for Intel accreditation? curiously not. however extra on that in a second. Don’t pass over an installment!acquire Erik Eckel’s IT Certification nook on your email box each and every Friday and catch each column, together with well timed counsel and experiences now not found on the site! It’s easy, and it’s free. just go to the TechMails web page and sign in for IT Certification corner to ensure that you keep up up to now on the latest certification advice, shortcuts, news, and greater! I think there’s room for 4 or five desirable-shelf IT industry certification programs. which ones? try these:
Intel certification breathing final gaspIf you deserve to acquire Intel certification, time is running out. Intel simply announced that it should be transferring all “certified people into trade requirements based certification courses.” That skill Intel is shutting down its certification courses.
in its place of working its own proprietary effort, Intel could be pushing IT gurus into other identified courses. It has chosen ProsoftTraining and CompTIA to substitute its certifications.
however, Intel will honor all Intel certifications in the course of the end of the year. it's going to additionally proceed featuring technical practicing for its items, including practicing for Intel Premier providers. however come Dec. 31, 2001, that’s it for Intel’s three certification tracks.
The tracksIntel’s three certification tracks are:
right here’s a brief examine every of Intel’s certifications.
Intel certified e-enterprise SpecialistAccording to Intel, the e-company track is advised for IT gurus “answerable for designing and optimizing e-enterprise options based on Intel’s wide product line.” covered in that group are internet consultants and methods integrators.
E-biz cert candidates ought to enhance capabilities with Intel’s NetStructure e-business information center techniques, 1U/2U/4U server systems, and other e-company product traces the enterprise manufactures.
predict to take courses in here if you’re interested in an Intel licensed e-company expert:
Intel’s breakdown is as follows:
The server integration music’s core requirements include Intel Server applied sciences and Configuration and Managing and Servicing Intel-based Servers. (however don’t neglect, a multiplatform strategy is used!) In Intel’s protection, a candidate need to also possess CompTIA’s Server+ certification. CompTIA’s accreditation, of direction, uses a multivendor strategy.
apparently, no elective classes are required to earn Intel’s server integration certification.
Intel licensed solutions ConsultantIntel’s third certification pursuits excessive-degree programs engineers and network directors. but it surely also has relevance for IT managers, consultants, and different IT specialists. Intel states the Intel certified options consultant certification is supposed for these IT gurus “whose fundamental obligations are the evaluation, suggestion, and design of superior technology options.”
Core necessities that need to be mastered encompass e-commerce design and server and community fundamentals. As with the Intel licensed Integration specialist Server Integration track, no electives are required.Is there an extra certification you’d like to examine?if you’re inquisitive about different IT industry certifications, let me know. while it could possibly no longer be feasible to answer all requests, I might possibly be in a position to check the certification you have got questions on! Six steps to successThe Intel certification software consists of six steps:
Intel’s greatest problemHave you ever heard of Intel’s certification program? have you ever met a certified Intel IT professional? other than a stray commercial for Intel’s certification software, I’d in no way heard of it.
I decided to go searching and see how a great deal I may locate. Neither my native working towards facility nor New Horizons offered any lessons I may locate focused on Intel certification. Worse, I couldn’t find any information on Intel’s program at Brainbench, GoCertify, or Cramsession. Certification journal listed Intel certification as a subject matter, however I couldn’t locate any distinct counsel there, either.
with out such third-celebration support and at least some publicity, it’s difficult for a certification to take off. hence, it’s no shock to me that Intel is shutting the doorways on its proprietary certification program.
Eckel’s takeI can’t, in good religion, recommend that you just pursue Intel certification. It’s ending in less than a yr. Worse, nobody i do know ever knew an awful lot about it.
notwithstanding you earned the accreditation, what do you feel the percentages are that an IT manager or CIO (the folks you wish to provoke with the cert) has heard of Intel’s application? right here’s a touch: the chances are more advantageous that i will be able to win the Kentucky Derby. and that i don’t personal a horse—just a few dogs.have you ever heard of Intel certification?We seem forward to getting your input and listening to your experiences concerning this theme. join the discussion below or send the editor an e-mail.
Over the remaining two years, Intel Corp. (INTC - Get file) has frequently stressed out that transforming into the revenue of its large records middle neighborhood (DCG) is a correct priority, and that it'll make big R&D and manufacturing investments in guide of this aim. With its newest chip launches, Intel went a long method against backing up its talk.
On Tuesday, July eleven, Intel officially launched its a good deal-expected Xeon Scalable server CPU line, previously codenamed Purley. The chips are in response to Intel's Skylake CPU architecture, which first seemed in the workstation market in 2015, and are supposed to replace two CPU strains, respectively codenamed Brickland and Grantley, based on the older Broadwell architecture.
notwithstanding Intel hasn't touched on it plenty nowadays, the enterprise is tremendously overhauling the way it segments and brands Xeon chips with its Skylake refresh. It prior to now positioned Xeons into its E3, E5 and E7 product households. E3 chips frequently went into small single-CPU servers; E5 chips (the most typical) went into 2 and 4-CPU servers; and E7 chips went into "mission-important" enterprise servers featuring 4, 8 or extra CPUs.
Going forward, Xeon chips should be placed within 4 metallic-themed families -- Platinum, Gold, Silver and Bronze -- that fluctuate when it comes to performance and lines, as opposed to server measurement. consequently, Intel can be extra flexible when it comes to the aspects it may supply for a given type of server -- for example, cloud giants prone which have been deploying hundreds of 2-CPU E5 servers can now access points that had been reserved for tremendous E7 servers.
though efficiency positive aspects range a lot in accordance with CPU and workload, Intel claims that the ordinary profit relative to Broadwell Xeon CPUs is round sixty five% -- the largest generational growth in a decade. As evidence, Intel trotted out an awesome slide showing how the likes of IBM Corp. (INTC - Get document) , Baidu Inc. (BIDU - Get report) , SAP SE (SAP - Get record) and Tencent are seeing positive aspects within the 50% to 100% latitude for cloud, AI, analytics and telecom/networking workloads, following application optimization.
stated performance beneficial properties delivered by means of Intel's most up-to-date server chips.
The performance gains are not simply driven by uncooked processing vigor advancements, however also by means of issues like greater on-chip reminiscence caches; substantial improvements in memory and PCI express (PCIe) connectivity bandwidth; a brand new guide set (known as AVX-512) that supplies performance gains for AI, analytics and others workloads; and a stronger-performance structure (popular as the Mesh structure) for linking CPU cores with every different.
Editors' pick: at the start posted July eleven.
there's also Intel's QuickAssist technology, which changed into prior to now obtainable by means of accelerator cards and is now being built into Xeon motherboard chipsets. QuickAssist can enormously improve the speed at which information is encrypted or compressed. Intel, eager to talk up the Xeon Scalable line's security facets, claims it will possibly well-nigh eliminate the efficiency overhead traditionally concerned in encrypting information, and also notes it has integrated statistics-coverage expertise intended to evade encryption keys from being accessed.
relating to AI workloads, Intel claims efficiency good points of up to 140% for inferencing tasks, wherein laptop studying algorithms handle precise-world requests. not like the annoying assignment of training AI algorithms, for which Nvidia Inc.'s (NVDA - Get document) Tesla GPUs are broadly deployed, a great deal of inferencing work nevertheless occurs on Xeon CPUs, even though competition from Nvidia and others is intensifying.
All of those advances put Intel on more desirable footing to cope with the recent launch of AMD Inc.'s (AMD - Get report) Epyc server CPUs, previously codenamed Naples. Epyc places as much as 4 chips that every function as much as eight cores right into a single package; the cores talk with each and every other, and might be with a 2d Epyc CPU, by the use of AMD's innovative Infinity fabric. AMD claimed match merits relative to related Broadwell Xeon CPUs when it comes to raw horsepower, memory bandwidth and PCIe bandwidth, and should no doubt cost Epyc components aggressively as it tries to challenge Intel's server CPU dominance.
The advancements Skylake Xeon CPUs deliver in terms of horsepower, cache measurement and bandwidth, as neatly as the gains that applied sciences such as AVX-512 and QuickAssist can give, may still slender, if no longer neutralize, AMD's fee/performance part for many workloads. simply as critical, however, is how the unrivaled scope of Intel's server CPU platform, and the ecosystem that supports it, offers it an aspect.
Whereas AMD has launched 9 Epyc CPUs, Intel is launching over 30 Xeon Scalable CPUs simply inside its Platinum and Gold households. The business also has a lot adventure proposing custom Xeon chips for large cloud consumers; Intel's launch experience featured videos during which Google and Amazon engineers every gushed over their company's plans to install Skylake Xeon servers, with the latter citing plans to make use of them for AI workloads.
Intel's chips are additionally supported by way of a number of complementary hardware options. These consist of its Xeon Phi co-processors (used for many analytics and excessive-performance computing initiatives), its high-speed Omni-route fabric for connecting servers and storage equipment, strong-state drives relying on the company's subsequent-gen Optane high-velocity reminiscence and CPUs that are packaged with FPGAs that can also be re-programmed to handle new algorithms.
On the application aspect, as indicated past, Intel has an unmatched base of huge-league business developers which have optimized their code for its CPUs. With the Skylake Xeon line, Intel is hoping to build on this aspect by way of launching choose solutions, a set of server reference designs (to be sold by means of OEM partners) which are optimized for utility akin to Microsoft Corp.'s (MSFT - Get document) SQL Server 2016 database and VMware Inc.'s (VMW - Get report) vSAN 6.6 storage virtualization platform.
AMD still has some enjoyable selling elements for Epyc. among them: The platform's built-in aid for full memory encryption, and its means to carry aspects for single-CPU servers that Intel has traditionally simplest offered for bigger servers.
having said that, following its newest server CPU refresh, Intel's dominant market position remains on pretty solid ground. As companies and cloud companies that have been conserving off on putting server orders in anticipation of Intel's Skylake Xeon launch make deployments, Intel's DCG revenue boom, which has underwhelmed in fresh quarters, should enrich markedly all over the second half of the 12 months.
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In April 2016, microprocessor giant Intel (NASDAQ:INTC) announced that it would be implementing a restructuring program that it internally referred to as "ACT" -- short for "accelerating change and transformation." It was designed to reduce the company's annual operating expense run rate by $1.4 billion by mid-2017.
It would seem, though, that the company's spending on both research and development (R&D) and marketing, general, and administrative costs (MG&A) continues unabated. This was evident in the company's fourth quarter financial results, in which the company reported shelling out $3.28 billion in R&D expenses -- up almost 5.2% year over year.
Meanwhile, MG&A spending was up a smidgen year over year, going from $2.12 billion in the fourth quarter of 2015 to $2.16 billion the following year -- a modest increase but an increase nonetheless.
For full-year 2016, Intel's R&D spending hit $12.74 billion, up from $12.13 billion in the year prior. MG&A climbed to $8.4 billion, up from $7.93 billion in 2015.Not quite cutting back in 2017
Looking ahead for this year, Intel says it plans for combined R&D and MG&A spending of $20.5 billion -- a roughly $600 million reduction from the levels seen in 2016. However, considering the company's spending was up by $1 billion in 2016 relative to 2015 levels, and considering that part of that reduction will come from the company's spin-out of its Intel Security (a.k.a. McAfee) business, the net spending reduction doesn't seem very substantial.
Intel has made it clear what's going on: It's taking the money it saved in the restructuring efforts and plowing them into new growth areas, such as self-driving cars and memory technologies. That's fine, but it shouldn't stop investors from asking some tough questionsIntel has increased its R&D substantially since 2011, but where's the return?
In 2011, Intel spent $8.35 billion in R&D and $7.67 billion on MG&A. To be fair, the MG&A figure isn't up that much over the years -- Intel's product offerings have broadened and salaries naturally rise over time, so an 8.9% increase in MG&A spending over five years seems quite reasonable.
R&D, on the other hand, is up almost 53% in that time. Yes, developing new products is expensive, and yes, Intel is investing in building products for markets that it didn't participate in, or that simply didn't exist, back in 2011. However, Intel's R&D spending has rocketed upward, and consolidated revenue simply hasn't followed suit.
Now, one could reasonably argue that Intel's revenue mix has shifted as the personal-computer market has declined, and the company has successfully capitalized on new growth areas, including data centers and the Internet of Things. I'll accept that.
Nevertheless, cracks in the armor have appeared even as the company spends more on R&D. For example, Intel's execution with respect to chip manufacturing technology seems to have deteriorated over the past five years -- 14 nanometers was problematic, and 10 nanometers is very late.
Although Intel's business performance in its data center group (DCG) -- arguably the business that the company has bet its future on -- has been as strong as could be expected, as Intel has nearly 100% of the server processor market, the company has seen numerous product delays over the past five years. And though it's not that big of a deal, DCG's financial performance was hurt last quarter over a product warranty issue.
I would think that with a far bigger R&D budget available, Intel's execution here would be a bit sharper than it seems to be, though it's still very good.The true litmus test
Intel isn't expecting much growth in 2017. It guided to "low-single-digit" revenue growth excluding McAfee for the year. But at some point, it would be nice to see Intel's growth accelerate as a result of all these large investments.
Perhaps a potential litmus test for whether this spending is paying off will be the company's financial performance in 2018. If the company can accelerate growth compared with what it ultimately sees in 2017, then that'll be an indication that these investments have been worth it.
However, if growth remains anemic in 2018 and potentially beyond, then it might be a sign that the company just isn't investing wisely.
Today, Intel announced the availability of the Intel® Xeon® processor E3-1200 v6 product family, which includes eight new versions that provide key improvements in processor speed, enhanced memory capabilities, hardware-enhanced security and reliability features with support for the latest Intel graphics.
Designed for entry-level servers used by small-business customers and powering entry-level workstations used by business professionals worldwide, the Intel Xeon processor E3-1200 v6 product family supports the increasing workloads and workflows of today’s server and workstation customers, delivering greater business intelligence, acceleration and agility.
The Intel Xeon processor E3-1200 v6 product family enables entry-level workstations to evolve and expand to support new and powerful workloads, including design, analytics, rendering, professional virtual reality (VR), production and distribution.
VR is one of the most exciting and revolutionary capabilities to affect professional workstation customers in recent years. Professional designers can experience the immediacy of creating a CAD drawing and quickly visualizing the draft in full 3D/VR. Now, for entry-level workstations configured to support the latest VR headset requirements, the Intel Xeon processor E3-1200 v6 product family can provide the foundation to introduce users to these immersive experiences.
A primary motivator in considering a professional-grade entry-level server or workstation is need to protect important data and intellectual property. The Intel Xeon processor E3-1200 v6 product family includes hardware-enhanced security features such as Intel® Software Guard Extensions (Intel® SGX) to help protect sensitive data like encryption keys used for communications over the internet from unauthorized access or modification. Intel® Authenticate Solution offers customizable multifactor authentication to help protect access to the most sensitive company data.
The Intel Xeon processor E3-1200 v6 product family delivers up to 56%1 performance improvement compared with the Intel Xeon processor E3-1200 v2, which is widely used by small businesses in entry-level workstations today. The Intel Xeon processor E3-1280 v6 supports up to 3.90 GHz base frequency with Intel Turbo Boost Technology 2.0 frequency up to 4.20 GHz. Additionally, the Intel Xeon processor E3-1200 v6 product family supports enhanced memory speeds, with configurations of robust Error-Correcting Code (ECC) memory up to 64 GB DDR at 2400 MHz.
In addition to enhanced processor performance and support for fast memory, the latest Intel® HD graphics P630 is available on select products within the Intel Xeon processor E3-1200 v6 product family. The value and performance of Intel HD graphics P630 is reflected in an up to 3X1 graphics performance improvement when compared with an Intel Xeon processor E3-1280 v2.
The Intel Xeon Processor E3-1200 v6 product family is shipping today and available for purchase from worldwide OEM and channel providers. More information can be found at www.intel.com/xeone3.» Download all images (ZIP, 3 MB)
1Intel® Xeon® Processor E3–1275 v6 compared to Intel® Xeon® Processor E3–1275 v2
Baseline: Intel® C216 chipset based Intel® Xeon® workstation platform with one Intel Xeon processor E3-1275 v2 (quad-core, 3.5GHz, 8M cache), ACRVMBY1.86C.0096.P00 September 9, 2012, Intel HT Technology enabled, 16GB memory (4x4GB DDR3-1600 ECC UDIMM), 2TB 7200RPM SATAIII HDD (WD2000FYYZ), RHEL v6.3 – 2.6.32-278.e16.x86_64. Compiler version 126.96.36.199 of Intel C++ Studio XE and Intel Fortran. Source: Intel internal estimated measurements April2013. Scores: SPECfp*_base2006=65.1; SPECint*_base2006=52.5; SPECfp*_rate_base2006=130; SPECint*_rate_base2006=185
New: Intel® Xeon® Processor E3-1275 v6 (8M Cache, 3.80 GHz) on Intel® Server Board S1200SPL, CentOS 7.1.1503 (Core) Kernel 3.10.0-229.14.1.el7.x86_64 Compiler: C/C++: Version 16.0 of Intel C++ Studio XE for Linux Intel SSD DC S3710 800GB BIOS: S1200SP.86B.02.01.0037.101720160816; CPU Power and Performance Policy: Performance; Memory Operating Speed: 2400; Set Fan Profile: Performance SPECfp*_rate_base2006=203;
SPECViewperf* 12 GeoMean:
Baseline: Processor Intel® Xeon® Processor E3-1275 v2 System Carlow Reference Platform GPU Intel® HD graphics P4000 Sockets 1 Memory 16GB (4x4GB DDR3-1600MHz ECC UDIMM) Storage Western Digital WD2000FYYZ HDD Operating System Windows 7 SP1 64 Bit BIOS ACRVMBY1.86C Graphics Driver 188.8.131.5212
Scores: catia-04 7.8 creo-01 6.62 energy-01 0.06 maya-04 2.56 medical-01 1.29 showcase-01 4.09 snx-02 2.64 sw-03 12.89
New: Intel® Xeon® Processor E3-1275 v6 (8M Cache, 3.80 GHz) on Intel® Server Board S1200SPL, Windows 10 Professional 64-bit, 1x Intel® SSD 535 Series (480GB, 2.5in SATA 6Gb/s, 16nm, MLC), Graphics Driver: 184.108.40.20650; OS Resolution: 1920×1080, BIOS: S1200SP.86B.02.01.0037.101720160816; Primary Display : Display Port; VGA Port Output: Processor graphis; CPU Power and Performance Policy: Performance; Memory Operating Speed: 2400; Set Fan Profile: Performance, SPECviewperf* 12 SPECviewperf v12 Geomean (R) 7.53, SPECviewperf – Catia Catia v12 (R)15.77, SPECviewperf – CreoCreo v12 (R)13.52, SPECviewperf – Energy SPECWPC 2.0 – Energy (R)0.28, SPECviewperf – Maya Maya v12 (R) 14.14,SPECviewperf – Medical Medical v12 (R) 4.28, SPECviewperf – Showcase Showcase v12 (R) 7.91, SPECviewperf – SNX SNX v12 (R) 11.9, SPECviewperf – SW SW v12 (R) 30.58
As Intel (INTC - Get Report) tries to gain share against Nvidia (NVDA - Get Report) in a fast-growing server AI chip market, the company is eager to cover almost every possible base.
I recently had a chance to visit Intel's San Diego offices, where -- following the company's 2016 acquisition of San Diego-based AI chip startup Nervana Systems -- the company does much of its AI-related silicon and software R&D work. At the meeting were Arjun Bansal, Intel's VP of AI Software and Research, and Casimir Wierzynski, a Senior Director for Intel's AI Research group.Where the Server AI Chip Market Market Stands Today
The market for chips used to handle AI/deep learning workloads within data centers can be split into two groups:
Though competition is starting to pick up a bit, a very large percentage of AI training work is still handled by Nvidia's Tesla server GPU family. A lot of server inference work, by comparison, has historically been handled by Intel's Xeon server CPUs. However, a growing portion of inference work is now being handled by accelerators such as Nvidia GPUs, programmable chips (FPGAs) from Intel and Xilinx (XLNX - Get Report) and custom-designed chips (ASICs) such as Alphabet/Google's (GOOGL - Get Report) Tensor Processing Units (TPUs - they can also be used for training) and Amazon.com's (AMZN - Get Report) new AWS Inferentia chip.Intel's Server AI Chip Strategy
Whereas Nvidia's server AI chip efforts revolve completely around GPUs featuring specialized processing cores for AI workloads (they're known as Tensor Cores), Intel plans to support a wide array of chip architectures. Its current and planned server AI offerings include:
When asked about the competitive strengths of the NNP-L1000 relative to offerings such as Nvidia's Tesla GPUs, Bansal was eager to point out that the chip has been designed from the ground up to train AI/deep learning models and thus doesn't have to concern itself with graphics-related functions. "We don't have to spend any die area on graphics-related compute," he said.
He also pointed out that thanks to the NNP-L1000's unique processing architecture (it relies on a number encoding format known as bfloat16), the chip can use 16-bit multiplier circuits to deliver performance comparable to what GPUs require 32-bit multipliers for. This results in smaller and more power-efficient multipliers, and (since the multipliers require half as much data) doubles the chip's effective memory bandwidth.
Along similar lines, Bansal argued that in the inference space, the NNP-I will be very competitive relative to FPGAs "from a power-performance perspective," and deliver strong performance for workloads such as machine translation, speech recognition and recommendation systems. At the same time, he noted that some customers will still prefer FPGAs due to their ability to reconfigured to handle new tasks.
When asked about how Intel sees server CPUs being used for inference as demand for accelerators takes off, he suggested that companies will still use idle CPU capacity for inference work. "People have a lot of dormant [server] capacity at times," he noted.
Microsoft, Amazon.com, Alphabet and Facebook are holdings in Jim Cramer's Action Alerts PLUS member club. Want to be alerted before Jim Cramer buys or sells MSFT, AMZN, GOOGL or FB? Learn more now.The Importance of Software
In addition to its large chip R&D investments, Nvidia's dominant position in the AI training silicon market has much to do with the developer ecosystem it has built out. This ecosystem is underpinned by the company's CUDA programming model and related CUDA Deep Neural Network (cuDNN) software library, which supports the most popular deep learning software frameworks (and some less-popular ones).
Though it has created deep learning software libraries that are optimized for its CPUs, Intel's strategy for chipping away at Nvidia's massive developer mindshare doesn't revolve around creating a direct rival to CUDA and cuDNN, but on driving adoption of a solution known as nGraph. nGraph is a compiler -- a program that translates code from a programming language into machine code that can be executed by a processor -- meant to work with a variety of deep learning frameworks across a variety of processor types (Xeon CPUs, Nervana ASICs and even Nvidia GPUs) for both training and inference work.
Intel argues that since many AI software frameworks have been optimized for a particular kind of processor (in many cases, Nvidia's GPUs), it's often too difficult today to port an AI model relying on one type of processor to another type of processor, and that it can also be too hard to get a model to run on a different framework. nGraph, the company insists, does away with such challenges.
While hand-optimized AI software libraries can be effective when a company is relying on just one processing architecture, they aren't when a company is using three or four of them. "And there are advantages for having three or four instead of having one," Bansal asserted.
The challenge for Intel, of course, is convincing enterprises and cloud giants that they should be using more than one architecture at a time when many are exclusively relying on Nvidia's GPUs for AI training. If a company chooses to keep solely relying on Nvidia's GPUs for training, it will likely stick with Nvidia's widely-supported software tools. On the other hand, if the AI training silicon market starts to fragment, Intel's sales pitch for nGraph becomes a lot stronger.
Separately, Wierzynski pointed out that Intel is also investing in software solutions to address AI privacy concerns, such as an open-source solution for the processing of encrypted AI data. One use case he gave for the solution: A hospital could send encrypted data to a radiologist working remotely with no patient info being shared, and the radiologist could send back an encrypted version of his or her answer to the hospital.The Big Picture
It's unlikely that Nvidia will relinquish its current lead in the AI training processor market anytime soon, particularly given that it's also investing heavily in the space. And while the server inference processor market is more competitive, Intel could end up being one of several formidable players there, along with the likes of Nvidia and Xilinx.
However, Intel does have a unique silicon and software strategy for growing its AI accelerator sales, and is clearly putting its money where its mouth is. And though much remains to be shared about their exact performance and power consumption, the fact that the company's Nervana ASICs are being built from the ground up to handle AI work could help them achieve some success.
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