{"id":28769,"date":"2024-07-24T23:56:00","date_gmt":"2024-07-24T15:56:00","guid":{"rendered":"https:\/\/www.granitefirm.com\/blog\/us\/?p=28769"},"modified":"2025-08-31T09:11:18","modified_gmt":"2025-08-31T01:11:18","slug":"top-vendors-and-uses-of-gpu","status":"publish","type":"post","link":"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/","title":{"rendered":"Top vendors and uses of GPU"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ffffff;color:#ffffff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #ffffff;color:#ffffff\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Introduction_to_GPU\" >Introduction to GPU<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Worlds_first_computer_graphics_card\" >World&#8217;s first computer graphics card<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#The_invention_of_GPU\" >The invention of GPU<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Differences_between_GPU_and_CPU\" >Differences between GPU and CPU<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Types_of_GPU\" >Types of GPU<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#CPU_built-in_GPU\" >CPU built-in GPU<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Discrete_display_chip\" >Discrete display chip<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Other_devices\" >Other devices<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Top_GPU_vendors\" >Top GPU vendors<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Personal_computer\" >Personal computer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Mobile_device\" >Mobile device<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#ARMs_Mali\" >ARM&#8217;s Mali<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Qualcomms_Adreno\" >Qualcomm\u2019s Adreno<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Imagination\" >Imagination<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#New_uses_for_GPUs\" >New uses for GPUs<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Cryptocurrency_mining\" >Cryptocurrency mining<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#GPUs_are_used_in_supercomputers\" >GPUs are used in supercomputers<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#GPUs_are_used_for_artificial_intelligence\" >GPUs are used for artificial intelligence<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/#Related_articles\" >Related articles<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Introduction_to_GPU\"><\/span>Introduction to GPU <span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Worlds_first_computer_graphics_card\"><\/span>World&#8217;s first computer graphics card <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Graphics cards are considered as old as personal computer, starting with IBM&#8217;s Monochrome Display Adapter in 1981. Nvidia entered the market in 1993 and is considered the first professional display chip vendor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_invention_of_GPU\"><\/span>The invention of GPU<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Nvidia invented the world&#8217;s first <a href=\"https:\/\/en.wikipedia.org\/wiki\/Graphics_processing_unit\" target=\"_blank\" rel=\"noreferrer noopener\">GPU (graphics processing unit) <\/a>in 1999, the Geforce 256, which was specially used for computer display processing. The display of the computer screen and the processing of display data are all processed by the CPU. This is a major event that changes the computer world and computing. In the same year, Nvidia was listed on the US stock market.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Differences_between_GPU_and_CPU\"><\/span>Differences between GPU and CPU<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Since the invention of the GPU is for the display of computer screens, the computer screen is very large and all images on the computer screen must be displayed at the same time in a very short time. Therefore, the strength of the GPU is that it can process a large amount of data in parallel at the same time.<\/p>\n\n\n\n<p>In contrast, the tasks assigned to traditional CPUs focus on processing complex but required accurate data.<\/p>\n\n\n\n<p>Because of this fundamental difference:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The GPU core is not as powerful as the CPU core and has less memory.<\/li>\n\n\n\n<li>Although the CPU can &#8220;quickly switch&#8221; between different instruction sets, the GPU only obtains a large number of the same instructions, but requires high-speed processing. Therefore, GPU capabilities play an important role in &#8220;parallel computing.&#8221;<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Types_of_GPU\"><\/span>Types of GPU<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>GPUs currently on the market can be mainly divided into the following categories:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"CPU_built-in_GPU\"><\/span>CPU built-in GPU<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Most low-end and mid-range CPUs launched by Intel and AMD have built-in GPU functions, which are sufficient to handle most display functions, video playback, and general low-end or entry-level computer games.<\/p>\n\n\n\n<p>Because the GPU function built into the computer CPU shares the system memory with the computer CPU. Traditionally, the peripheral I\/O processor responsible for memory and display functions in computers is located on the north bridge. This CPU-built-in display method is called &#8220;Unified Memory Access (UMA)&#8221;, which means that the built-in motherboard GPU uses the same main memory as the CPU.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Discrete_display_chip\"><\/span>Discrete display chip<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>In order to cope with professional graphics displays and games on mid-to-high-end personal computers, Nvidia, AMD (that is, ATI acquired by AMD in 2006), and Intel have all launched independent CPUs for these two fields. Another GPU. This type of GPU is characterized by being very expensive but extremely efficient and belongs to a highly profitable market.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Other_devices\"><\/span>Other devices<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>For example, the screens of smartphones, various mobile devices, and general small game consoles all need display functions. In particular, power saving and chip miniaturization need to be taken into consideration, so this field is the same as computers. There will be display functions built into the CPU, and there will also be GPUs that specifically handle display functions independently.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Top_GPU_vendors\"><\/span>Top GPU vendors<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Personal_computer\"><\/span>Personal computer<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Nvidia, AMD, and Intel currently have a global market share of 80%, 20%, and less than 1% in independent display chips respectively.<\/p>\n\n\n\n<p>GPUs used in supercomputers and artificial intelligence are all discrete GPUs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Mobile_device\"><\/span>Mobile device<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ARMs_Mali\"><\/span>ARM&#8217;s Mali<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>In terms of mobile devices, most of them use ARM&#8217;s CPU, so most of them will directly use ARM&#8217;s GPU. ARM\u2019s GPU is called Mali.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Qualcomms_Adreno\"><\/span>Qualcomm\u2019s Adreno<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>In addition, the Qualcomm platform is very commonly used on mobile phones. Most Qualcomm platform customers will directly adopt the Adreno display GPU solution developed by Qualcomm.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Imagination\"><\/span>Imagination<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>PowerVR is the software and hardware image processing development arm of Imagination Technologies (UK ticker: IMG), and is also the common name for the graphics chips it designs.<\/p>\n\n\n\n<p>Before Apple developed and produced its own CPU with built-in display capabilities, Apple&#8217;s mobile phones used to use Imagination&#8217;s display solution. Because Imagination lost Apple, a super-large customer, Imagination encountered financial difficulties and was acquired by a Chinese company.<\/p>\n\n\n\n<p>As the RISK-V platform has become increasingly popular in recent years, Imagination has also joined hands with Andes Technology to certify GPUs with RISC-V CPU IP to enter this new market.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"New_uses_for_GPUs\"><\/span>New uses for GPUs<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cryptocurrency_mining\"><\/span>Cryptocurrency mining<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Mining cryptocurrencies such as Bitcoin using GPUs is much more efficient than using CPUs due to the higher hashing rates, which is the standard method of mining Bitcoin today. The hash rate and processing speed of modern top-end GPUs are incomparable to the processing power of CPUs, which is why GPUs are commonly used for mining.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"GPUs_are_used_in_supercomputers\"><\/span>GPUs are used in supercomputers<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Due to the natural architecture design of GPU, it is suitable for &#8220;parallel computing&#8221; of large amounts of data. Therefore, Nvidia&#8217;s GPU is gradually used in supercomputers that require parallel computing and large amounts of data processing in a short period of time, so that supercomputers no longer rely solely on the CPU for all processing. Such evolution in data processing has significantly improved the speed and performance of supercomputers.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"GPUs_are_used_for_artificial_intelligence\"><\/span>GPUs are used for artificial intelligence<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>In 2006, Hinton and his student Simon Osindero published an important paper &#8220;<a href=\"https:\/\/www.cs.toronto.edu\/~hinton\/absps\/fastnc.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">A Fast Learning Algorithm for Deep Belief Nets<\/a>&#8221; recommends using GPU to increase the speed of training neural networks.<\/p>\n\n\n\n<p>The publication of this paper made many people realize the possibility of using GPUs to break through computing power bottlenecks. As a result, neural network research finally came back to life after being dormant for many years. <\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"100\" src=\"https:\/\/www.granitefirm.com\/blog\/us\/wp-content\/uploads\/sites\/2\/2024\/07\/gpu-Custom.jpg\" alt=\"GPU\" class=\"wp-image-28770\"\/><figcaption class=\"wp-element-caption\">credit: Ideogram<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Related_articles\"><\/span>Related articles<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/08\/30\/china-ditch-us-ai-chip\/\">China ditch US AI chips and decides to go its own way<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/08\/24\/ai-inference-chips\/\">AI inference chips vs. training chips<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/07\/06\/the-thinking-machine\/\">A must-read for Nvidia investors\uff02The Thinking Machine\uff02<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/05\/19\/gpu-farms-coreweave\/\">How GPU farms CoreWeave make money?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/08\/22\/applied-digital-make-money\/\">How does Applied Digital make money?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/02\/08\/deepseek-rout\/\">DeepSeek routed the global AI and stock<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2025\/02\/12\/chinese-ai-companies\/\">Chinese AI progress and top companies<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/10\/09\/geoffrey-hinton-nobel-prize\/\">Geoffrey Hinton, 2024 Nobel Physics winner, inadvertently helped Nvida transform to AI overlord<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/10\/12\/nobel-chemistry-ai-expert\/\">2024 Nobel Chemistry Prize awarded to 3 AI experts, accurately predict the 3D structure of proteins<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/12\/22\/comparison-gpu-and-asic\/\">Comparison of AI chips GPU and ASIC<\/a>&#8221; <\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/24\/top-vendors-and-uses-of-gpu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Top vendors and uses of GPU<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/07\/02\/asic-getting-bigger\/\" target=\"_blank\" rel=\"noreferrer noopener\">ASIC market is getting bigger, and related listed companies in the US and Taiwan<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2021\/06\/24\/nvidia-changes-gaming-rules\/\" target=\"_blank\" rel=\"noreferrer noopener\">How does nVidia make money, Nvidia is changing the gaming rules<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2023\/12\/11\/nvidias-monopoly\/\" target=\"_blank\" rel=\"noreferrer noopener\">The reasons for Nvidia\u2019s monopoly and the challenges it faces<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2022\/01\/29\/arm-acquired-by-nvidia\/\">Why nVidia failed to acquire ARM?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2023\/07\/02\/revisiting-nvidia\/\">Revisiting Nvidia: The Absolute Leader in Artificial Intelligence, Data Center, and Graphics<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2024\/05\/25\/will-intel-go-bankrupt\/\" target=\"_blank\" rel=\"noreferrer noopener\">Will Intel go bankrupt?<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2021\/10\/30\/how-does-intel-make-money-and-the-benefits-to-invest-in-it\/\">How does Intel make money? and the benefits to invest in it<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2021\/11\/05\/intels-current-difficult-dilemma\/\">Intel&#8217;s current difficult dilemma<\/a>&#8220;<\/li>\n\n\n\n<li>&#8220;<a href=\"https:\/\/www.granitefirm.com\/blog\/us\/2022\/04\/22\/amd-make-money\/\" target=\"_blank\" rel=\"noreferrer noopener\">How AMD makes money? 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I am not responsible for the correctness, opinions, and immediacy of the content and information of the article. Readers must make their own judgments.<\/em><\/li>\n\n\n\n<li><em>I shall not be liable for any damages or other legal liabilities for the direct or indirect losses caused by the readers&#8217; direct or indirect reliance on and reference to the information on this site, or all the responsibilities arising therefrom, as a result of any investment behavior.<\/em><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>2006, Hinton and his student Simon Osindero published an important paper &#8220;A Fast Learning Algorithm for Deep Belief Nets&#8221; recommends using GPU to increase the speed of training neural networks.<\/p>\n","protected":false},"author":1,"featured_media":28770,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[110,104,87,204,548,122],"tags":[2,348,556,168,1309,41,169,209],"class_list":["post-28769","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-semiconductor","category-artificial-intelligence","category-cryptocurrency","category-moats-and-competitive-advantages","category-monopoly","category-software","tag-aapl","tag-amd","tag-arm","tag-ibm","tag-img","tag-intc","tag-nvda","tag-qcom"],"_links":{"self":[{"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/posts\/28769","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/comments?post=28769"}],"version-history":[{"count":28,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/posts\/28769\/revisions"}],"predecessor-version":[{"id":38287,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/posts\/28769\/revisions\/38287"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/media\/28770"}],"wp:attachment":[{"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/media?parent=28769"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/categories?post=28769"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.granitefirm.com\/blog\/us\/wp-json\/wp\/v2\/tags?post=28769"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}