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Take a look inside the lab where AWS makes custom chips
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ArticleType-listicle showItemNavigation"><main class="ArticlePage-main "><article class="ArticlePage-mainContent"><div class="ArticlePage-subHeadline">This team of AWS employees are pushing the limits of what it means to design and build computer hardware to help customers work faster, more securely, and more sustainably—at lower cost.</div><div class="ArticlePage-articleBody articleBody"><article><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">It’s not every day you get to see what the forefront of an industry looks like. And to a passerby, the office block on the outskirts of Austin, Texas, that houses Annapurna Labs—a specialist microelectronics company Amazon Web Services (AWS) acquired in 2015—looks much like any other in the area. Whatever it lacks in distinguishing features, it more than makes up for in envelope-pushing activity. Inside, a team of specialist engineers, computer scientists, operations and logistics experts, and many more are constantly reimagining computer hardware design—from how to optimize processing performance to protecting components in large, complex devices (such as servers) when they’re being transported and installed.</span></div></span></div></div><div class="contentContainer block"><div class="contentItem-role-text"><span class="text "><div class="text"><span class="text ">We’re giving you a look inside the lab to see how it’s done. </span></div></span></div></div><div class="contentContainer block"><div data-testid="listicle" class="listicle closed"><p class="listicle__title">Page overview</p><p class="listicle__title-selection">AWS builds its own hardware at labs including this one in Austin, Texas.</p><button data-testid="openCloseMobileListicle" class="listicle__button"><div data-testid="icon-ChevronDown"><svg xmlns="http://www.w3.org/2000/svg" width="10" height="6" fill="none" viewBox="0 0 10 6"><path stroke="#000" d="M1 1l4 4 4-4"></path></svg></div></button><div class="listicle__wrapper" data-testid="listicle_0"><div class="listicle__index active">1</div><div class="listicle__subtitle active">AWS builds its own hardware at labs including this one in Austin, Texas.</div></div><div class="listicle__wrapper" data-testid="listicle_1"><div class="listicle__index ">2</div><div class="listicle__subtitle ">The company develops all silicon in house to deliver products more quickly.</div></div><div class="listicle__wrapper" data-testid="listicle_2"><div class="listicle__index ">3</div><div class="listicle__subtitle ">Products include accelerators—hardware that advances the overall performance of a computer.</div></div><div class="listicle__wrapper" data-testid="listicle_3"><div class="listicle__index ">4</div><div class="listicle__subtitle ">The team tests all new equipment in the mini data center before rolling it out for real.</div></div><div class="listicle__wrapper" data-testid="listicle_4"><div class="listicle__index ">5</div><div class="listicle__subtitle ">AWS Graviton processors are designed to deliver the best price performance for workloads running in the Amazon Elastic Compute Cloud (EC2).</div></div><div class="listicle__wrapper" data-testid="listicle_5"><div class="listicle__index ">6</div><div class="listicle__subtitle ">The team continuously innovates across the design, manufacturing, and packaging of the Graviton range.</div></div><div class="listicle__wrapper" data-testid="listicle_6"><div class="listicle__index ">7</div><div class="listicle__subtitle ">“Wafers” are thin slices of semiconducting material used for the production of integrated circuits.</div></div><div class="listicle__wrapper" data-testid="listicle_7"><div class="listicle__index ">8</div><div class="listicle__subtitle ">No product leaves the lab without undergoing a range of tests to make sure it can perform under a variety of conditions.</div></div><div class="listicle__wrapper" data-testid="listicle_8"><div class="listicle__index ">9</div><div class="listicle__subtitle ">The software integration team tests all software components necessary to make a server available to AWS customers in the cloud.</div></div><div class="listicle__wrapper" data-testid="listicle_9"><div class="listicle__index ">10</div><div class="listicle__subtitle ">There's more interplay between hardware and software than most people realize.</div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">1.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-0">AWS builds its own hardware at labs including this one in Austin, Texas.</div></div><div class="contentContainer"><div class="image "><img alt="A man sits at a table near a window overlooking a green area and several other buildings. " height="511" role="" src="https://assets.aboutamazon.com/dims4/default/0b11759/2147483647/strip/true/crop/1600x1065+0+0/resize/767x511!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F10%2Fc3%2F3dfc1bf8421290624f21f2a2c2e0%2Faws-chip-lab-4.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">You probably know AWS as a company that offers cloud computing services, not one that builds its own hardware. In fact, AWS has its own family of custom chips and accelerators, with each new generation building on—and improving on—what came before. All the chips are designed and built by the Annapurna Labs team. Employees are located in multiple locations around the world, including Tel Aviv, Israel; Toronto, Canada; and this lab in Austin, Texas. <br/></p></div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">2.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-1">The company develops all silicon in house to deliver products more quickly.</div></div><div class="contentContainer"><div class="image "><img alt=" A person holds a metal pen with a small chip attached at the end. There is a computer board on the surface below." height="526" role="" src="https://assets.aboutamazon.com/dims4/default/dfa962d/2147483647/strip/true/crop/1500x1029+0+0/resize/767x526!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F56%2Fed%2F789272e3403597bf97017f52990c%2Faws-chip-lab-8.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">A custom silicon “system on a chip” (SoC) for machine-learning acceleration, built by the Annapurna Labs team, is about to be placed on a tester. “Our guiding principles are to offer customers more choice, lower cost, and higher performance,” said Rami Sinno, director of silicon engineering. “By integrating all of our silicon development in-house, and not relying on third parties, we can deliver silicon products [on] an accelerated timeline.” </p></div><div class="contentContainer"><div><div class="embed-other" data-testid="embed-youtube"></div></div></div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">3.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-2">Products include accelerators—hardware that advances the overall performance of a computer.</div></div><div class="contentContainer"><div class="image "><img alt="A man looks under a lid at a machine creating chips." height="511" role="" src="https://assets.aboutamazon.com/dims4/default/09dab58/2147483647/strip/true/crop/1600x1065+0+0/resize/767x511!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2Fe1%2F54%2F862dc5c34d12964512d0837ea1d6%2Faws-chip-lab.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">Sinno lifts the lid on an array of accelerators. These ones are entirely custom designed by Annapurna Labs. Senior manager, silicon, Eyal Freund and his team develop the machine-learning SoC, while senior manager, hardware, Eran Jurman and his team develop cards all the way up to the complete server. </p></div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">4.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-3">The team tests all new equipment in the mini data center before rolling it out for real.</div></div><div class="contentContainer"><div class="image "><img alt="An image of a man pulling a tray out of a wall in the AWS chip lab. The wall has a bunch of wires along it. " height="511" role="" src="https://assets.aboutamazon.com/dims4/default/7eb7386/2147483647/strip/true/crop/1600x1065+0+0/resize/767x511!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2Fc4%2F1f%2F9bc622e54cac952334aae4635f87%2Faws-chip-lab-6.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">Karim Syed, system validation manager, troubleshoots an issue in a mini data center, where the team can test and trial new equipment or processes before rolling them out for real. “Things that might sound mundane—like the possibility of components coming loose in a server in transit—become critical issues when you’re dealing with such complex hardware,” said Tony Hagale, senior systems manager. “Maintenance becomes its own competency.” </p></div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">5.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-4">AWS Graviton processors are designed to deliver the best price performance for workloads running in the Amazon Elastic Compute Cloud (EC2).</div></div><div class="contentContainer"><div class="image "><img alt="A man looks at a board of computer chips. " height="510" role="" src="https://assets.aboutamazon.com/dims4/default/af0c9df/2147483647/strip/true/crop/1600x1064+0+0/resize/767x510!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F16%2F49%2F2314e1744a9ab8aa053904574542%2Faws-chip-lab-1.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">Senior principal engineer Ali Saidi is technical lead for AWS’s Graviton range of processors. Graviton3—the latest iteration—offers 25% higher compute performance than its predecessors. Graviton3-based virtual servers running in the Amazon Elastic Compute Cloud (EC2) use up to 60% less energy for the same performance than comparable EC2 instances. That helps customers reduce their carbon footprint, while contributing to Amazon’s broader efforts to reduce carbon emissions as part of <a target="_blank" href="https://sustainability.aboutamazon.com/"><span class="text ">The Climate Pledge</span></a>. </p></div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">6.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-5">The team continuously innovates across the design, manufacturing, and packaging of the Graviton range.</div></div><div class="contentContainer"><div class="image "><img alt="A small, blue and white computer chip pictured against a blue background. " height="510" role="" src="https://assets.aboutamazon.com/dims4/default/0f98f7d/2147483647/strip/true/crop/1600x1064+0+0/resize/767x510!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F85%2F8e%2Fb431c87949a4b7932681359719ce%2Faws-chip-lab-5.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">Saidi and team continuously innovate across the design, manufacturing, and packaging of the Graviton range. With Graviton3, they placed seven die (tiny pieces of custom silicon) and around 55 billion transistors into one central processing unit (CPU) to deliver another leap in performance for EC2 customers. </p></div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">7.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-6">“Wafers” are thin slices of semiconducting material used for the production of integrated circuits.</div></div><div class="contentContainer"><div class="image "><img alt="A person holds a large, circular board with a square grid etched on the top of it. " height="511" role="" src="https://assets.aboutamazon.com/dims4/default/f3c903a/2147483647/strip/true/crop/1600x1066+0+0/resize/767x511!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F5d%2Ff8%2Fafb402564aaf9d67aaacce0b8202%2Faws-chip-lab-7.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">One of senior test product engineer Brendan Tully’s responsibilities is testing “wafers”—thin slices of semiconducting material used for the production of integrated circuits (in this case, Annapurna Labs’ custom-designed silicon). </p></div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">8.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-7">No product leaves the lab without undergoing a range of tests to make sure it can perform under a variety of conditions.</div></div><div class="contentContainer"><div class="image "><img alt="An image of two men looking at a chip-making device in the AWS chip lab." height="511" role="" src="https://assets.aboutamazon.com/dims4/default/ce9ae13/2147483647/strip/true/crop/1600x1065+0+0/resize/767x511!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2Fcb%2Fec%2F3a53000b43b2a3f22323faac3dab%2Faws-chip-lab-2.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">Tully and Syed develop tests to make sure chips can perform under a variety of conditions. “There’s no ‘partial’ testing or sampling,” said Syed. “At the chip level, card level, and server level, nothing goes out the door without being tested.” </p></div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">9.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-8">The software integration team tests all software components necessary to make a server available to AWS customers in the cloud.</div></div><div class="contentContainer"><div class="image "><img alt="A woman working in the AWS chip lab." height="526" role="" src="https://assets.aboutamazon.com/dims4/default/b8bacf1/2147483647/strip/true/crop/1500x1029+0+0/resize/767x526!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2Fb6%2Fec%2Fcf1f5d8c4bd8ab24e4a60f6a66cf%2Faws-chip-lab-9.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">Validation engineer Sarah Nasser brings up a test card. Nasser is part of the software integration team, which is responsible for making sure the card and server function according to specification. “We test all the software components necessary to make a server available to AWS customers in the cloud,” she said.</p></div><div class="contentContainer"><div><div class="embed-other" data-testid="embed-youtube"></div></div></div></div></div><div class="contentItem-role-listicleItem"><div class="listicle_wrapper"><div class="contentContainer"><div class="listicle_number">10.</div></div><div class="contentContainer"><div class="listicle_title" id="listicle_title-9">There's more interplay between hardware and software than most people realize.</div></div><div class="contentContainer"><div class="image "><img alt="An image of the lab at the AWS chip lab. " height="511" role="" src="https://assets.aboutamazon.com/dims4/default/bf32852/2147483647/strip/true/crop/1600x1065+0+0/resize/767x511!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F15%2F0c%2F0e1f384b46e1bc539690479a2008%2Faws-chip-lab-3.jpg" width="767" class=""/><span class="image-caption "></span></div></div><div class="contentContainer"><p class="text">A software bug can be easily fixed, but a hardware problem often means the team needs to start over again—and cycles can be long. “People would be surprised at how much interplay there is between hardware and software,” said Hagale. “People don’t think about how much goes in to get it all to work.” </p></div></div></div></div><div class="contentContainer closingBody"><div class="contentItem-role-block"><span class="text ">To learn more about how and why AWS develops its family of custom chips and accelerators, visit the </span><a target="_blank" href="https://pages.awscloud.com/GLBL-Silicon-Innovation-Day-2022-reg-event.html"><span class="text ">AWS Silicon Innovation Day page</span></a><span class="text ">.</span></div><div class="contentItem-role-block"><span class="text ">If you’re interested in joining the team at Annapurna Labs, </span><a target="_blank" href="https://www.amazon.jobs/en/landing_pages/annapurna%20labs"><span class="text ">take a look at their open roles</span></a><span class="text ">.</span></div></div></article></div></article><div class="ArticlePage-tags"><div class="related-tags "><hr/><p class="related-tags__title"> <!-- -->Related Tags<!-- --> </p><div class="related-tags__content"><nav><ol><li style="display:inline-flex"><a href="https://www.aboutamazon.com/news/tag/aws" class="related-tags__link">AWS</a></li><li style="display:inline-flex"><a href="https://www.aboutamazon.com/news/tag/innovation" class="related-tags__link">Innovation</a></li><li style="display:inline-flex"><a 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class="listicle__index active">1</div><div class="listicle__subtitle active">AWS builds its own hardware at labs including this one in Austin, Texas.</div></div><div class="listicle__wrapper" data-testid="listicle_1"><div class="listicle__index ">2</div><div class="listicle__subtitle ">The company develops all silicon in house to deliver products more quickly.</div></div><div class="listicle__wrapper" data-testid="listicle_2"><div class="listicle__index ">3</div><div class="listicle__subtitle ">Products include accelerators—hardware that advances the overall performance of a computer.</div></div><div class="listicle__wrapper" data-testid="listicle_3"><div class="listicle__index ">4</div><div class="listicle__subtitle ">The team tests all new equipment in the mini data center before rolling it out for real.</div></div><div class="listicle__wrapper" data-testid="listicle_4"><div class="listicle__index ">5</div><div class="listicle__subtitle ">AWS Graviton processors are designed to deliver the best price performance for workloads running in the Amazon Elastic Compute Cloud (EC2).</div></div><div class="listicle__wrapper" data-testid="listicle_5"><div class="listicle__index ">6</div><div class="listicle__subtitle ">The team continuously innovates across the design, manufacturing, and packaging of the Graviton range.</div></div><div class="listicle__wrapper" data-testid="listicle_6"><div class="listicle__index ">7</div><div class="listicle__subtitle ">“Wafers” are thin slices of semiconducting material used for the production of integrated circuits.</div></div><div class="listicle__wrapper" data-testid="listicle_7"><div class="listicle__index ">8</div><div class="listicle__subtitle ">No product leaves the lab without undergoing a range of tests to make sure it can perform under a variety of conditions.</div></div><div class="listicle__wrapper" data-testid="listicle_8"><div class="listicle__index ">9</div><div class="listicle__subtitle ">The software integration team tests all software components necessary to make a server available to AWS customers in the cloud.</div></div><div class="listicle__wrapper" data-testid="listicle_9"><div class="listicle__index ">10</div><div class="listicle__subtitle ">There's more interplay between hardware and software than most people realize.</div></div></div></aside><button data-testid="scrollToTop" class="scrollToTop "><div data-testid="icon-ScrollToTop"><svg xmlns="http://www.w3.org/2000/svg" width="50" height="50" fill="none"><circle cx="25" cy="25" r="25" fill="#EAEFF2"></circle><path fill="#8C8C8C" d="M23.956 18h2.066v16h-2.066V18Z"></path><path fill="#8C8C8C" d="m25 16 1.455 1.42-9 8.637L16 24.637 25 16Z"></path><path fill="#8C8C8C" d="m25 16-1.455 1.42 9 8.637L34 24.637 25 16Z"></path></svg></div><span class="sr-only">Scroll to top button</span></button></div><div class="article-carousel " data-testid="ArticleCarousel"><div class="article-carousel-wrapper"><div class="article-carousel-title">More 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And to a passerby, the office block on the outskirts of Austin, Texas, that houses Annapurna Labs—a specialist microelectronics company Amazon Web Services (AWS) acquired in 2015—looks much like any other in the area. Whatever it lacks in distinguishing features, it more than makes up for in envelope-pushing activity. 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With Graviton3, they placed seven die (tiny pieces of custom silicon) and a"])</script><script>self.__next_f.push([1,"round 55 billion transistors into one central processing unit (CPU) to deliver another leap in performance for EC2 customers. \",\"role\":\"text\"}\nce:[\"$cf\"]\ncd:{\"items\":\"$ce\",\"role\":\"block\"}\nc4:[\"$c5\",\"$c6\",\"$c7\",\"$cd\"]\nc3:{\"items\":\"$c4\",\"role\":\"listicleItem\"}\nd2:{\"value\":\"7.\",\"role\":\"listNumber\"}\nd3:{\"value\":\"“Wafers” are thin slices of semiconducting material used for the production of integrated 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Nasser is part of the software integration team, which is responsible for making sure the card and server function according to specification. “We test all the software components necessary to make a server available to AWS customers in the cloud,” she said.\",\"role\":\"text\"}],\"role\":\"block\"},{\"thumbnail\":{\"alt\":\"Building software to power custom chips at AWS Annapurna Labs \",\"width\":\"300\",\"role\":\"image\",\"sizes\":[{\"name\":\"enhancement\",\"width\":\"480\",\"role\":\"image\",\"src\":\"https://assets.aboutamazon.com/dims4/default/1372f7e/2147483647/strip/true/crop/480x360+0+0/resize/480x360!/quality/90/?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fn38WDflRbjQ%2Fhqdefault.jpg\",\"height\":\"360\"}],\"src\":\"https://assets.aboutamazon.com/dims4/default/645f8ee/2147483647/strip/true/crop/480x320+0+20/resize/300x200!/quality/90/?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2Fn38WDflRbjQ%2Fhqdefault.jpg\",\"height\":\"200\"},\"videoId\":\"n38WDflRbjQ\",\"role\":\"video\"}],\"role\":\"listicleItem\"},{\"items\":[{\"value\":\"10.\",\"role\":\"listNumber\"},{\"value\":\"There's more interplay between hardware and software than most people 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\",\"width\":\"1600\",\"items\":[{\"role\":\"figureCaption\"}],\"height\":\"1065\"},{\"items\":[{\"value\":\"A software bug can be easily fixed, but a hardware problem often means the team needs to start over again—and cycles can be long. “People would be surprised at how much interplay there is between hardware and software,” said Hagale. “People don’t think about how much goes in to get it all to work.” \",\"role\":\"text\"}],\"role\":\"block\"}],\"role\":\"listicleItem\"}],\"role\":\"block\"},{\"items\":[{\"items\":[{\"value\":\"To learn more about how and why AWS develops its family of custom chips and accelerators, visit the \",\"role\":\"text\"},{\"isExternalLink\":true,\"href\":\"https://pages.awscloud.com/GLBL-Silicon-Innovation-Day-2022-reg-event.html\",\"role\":\"link\",\"items\":[{\"items\":[{\"items\":[{\"value\":\"AWS Silicon Innovation Day 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