{"id":1294,"date":"2023-09-22T11:14:21","date_gmt":"2023-09-22T08:14:21","guid":{"rendered":"https:\/\/supermicrosunucu.com\/blog\/?p=1294"},"modified":"2023-09-22T11:14:21","modified_gmt":"2023-09-22T08:14:21","slug":"slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi","status":"publish","type":"post","link":"https:\/\/supermicrosunucu.com\/blog\/slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi.html","title":{"rendered":"SLI&#8217;dan NVLink&#8217;e: Oyun ve \u00c7oklu GPU Teknolojilerinin Evrimi ve Yapay Zeka \u00dczerindeki Etkisi"},"content":{"rendered":"<div class=\"header-standard header-classic single-header\">\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_66_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >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: #999;color:#999\" 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: #999;color:#999\" 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-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/supermicrosunucu.com\/blog\/slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi.html\/#SLIdan_NVLinke_Oyun_ve_Coklu_GPU_Teknolojilerinin_Evrimi_ve_Yapay_Zeka_Uzerindeki_Etkisi\" title=\"SLI&#8217;dan NVLink&#8217;e: Oyun ve \u00c7oklu GPU Teknolojilerinin Evrimi ve Yapay Zeka \u00dczerindeki Etkisi\">SLI&#8217;dan NVLink&#8217;e: Oyun ve \u00c7oklu GPU Teknolojilerinin Evrimi ve Yapay Zeka \u00dczerindeki Etkisi<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/supermicrosunucu.com\/blog\/slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi.html\/#SLInin_Safagi\" title=\"SLI&#8217;n\u0131n \u015eafa\u011f\u0131\">SLI&#8217;n\u0131n \u015eafa\u011f\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/supermicrosunucu.com\/blog\/slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi.html\/#SLI_ve_CrossFire_Coklu_GPU_Cozumlerinde_Rekabet\" title=\"SLI ve CrossFire: \u00c7oklu GPU \u00c7\u00f6z\u00fcmlerinde Rekabet\">SLI ve CrossFire: \u00c7oklu GPU \u00c7\u00f6z\u00fcmlerinde Rekabet<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/supermicrosunucu.com\/blog\/slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi.html\/#Cift_GPU_Kartlari_Cagi_Coklu_GPU_Hesaplamaya_Benzersiz_Bir_Yaklasim\" title=\"\u00c7ift GPU Kartlar\u0131 \u00c7a\u011f\u0131: \u00c7oklu GPU Hesaplamaya Benzersiz Bir Yakla\u015f\u0131m\">\u00c7ift GPU Kartlar\u0131 \u00c7a\u011f\u0131: \u00c7oklu GPU Hesaplamaya Benzersiz Bir Yakla\u015f\u0131m<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/supermicrosunucu.com\/blog\/slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi.html\/#NVLinkin_Ortaya_Cikisi\" title=\"NVLink&#8217;in Ortaya \u00c7\u0131k\u0131\u015f\u0131\">NVLink&#8217;in Ortaya \u00c7\u0131k\u0131\u015f\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/supermicrosunucu.com\/blog\/slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi.html\/#SLI_ve_NVLink\" title=\"SLI ve NVLink\">SLI ve NVLink<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/supermicrosunucu.com\/blog\/slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi.html\/#NVLinkin_Teknik_Omurgasi\" title=\"NVLink&#8217;in Teknik Omurgas\u0131\">NVLink&#8217;in Teknik Omurgas\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/supermicrosunucu.com\/blog\/slidan-nvlinke-oyun-ve-coklu-gpu-teknolojilerinin-evrimi-ve-yapay-zeka-uzerindeki-etkisi.html\/#Yapay_Zeka_ve_Makine_Ogrenimine_Etkisi\" title=\"Yapay Zeka ve Makine \u00d6\u011frenimine Etkisi\">Yapay Zeka ve Makine \u00d6\u011frenimine Etkisi<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1 class=\"post-title single-post-title entry-title\"><span class=\"ez-toc-section\" id=\"SLIdan_NVLinke_Oyun_ve_Coklu_GPU_Teknolojilerinin_Evrimi_ve_Yapay_Zeka_Uzerindeki_Etkisi\"><\/span>SLI&#8217;dan NVLink&#8217;e: Oyun ve \u00c7oklu GPU Teknolojilerinin Evrimi ve Yapay Zeka \u00dczerindeki Etkisi<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<\/div>\n<div class=\"post-entry blockquote-style-2\">\n<div id=\"penci-post-entry-inner\" class=\"inner-post-entry entry-content\">\n<p><span id=\"more-125684\"><\/span>Grafik i\u015flem birimlerinin (GPU&#8217;lar) manzaras\u0131, son yirmi y\u0131lda, \u00e7ok daha yak\u0131n zamanda yapay zekan\u0131n y\u00fckseli\u015fiyle birlikte sismik de\u011fi\u015fimler ya\u015fad\u0131.\u00a0Bu evrimin \u00f6nemli bir k\u0131sm\u0131, birden fazla GPU&#8217;nun birlikte \u00e7al\u0131\u015fmas\u0131na olanak tan\u0131yan teknolojilerin geli\u015ftirilmesi olmu\u015ftur.\u00a0GPU alan\u0131nda \u00f6nc\u00fc olan NVIDIA, iki \u00f6nemli teknolojiyle bu devrimin \u00f6n s\u0131ralar\u0131nda yer ald\u0131: \u00d6l\u00e7eklenebilir Ba\u011flant\u0131 Aray\u00fcz\u00fc (SLI) ve\u00a0<a title=\"Yeni bir pencerede a\u00e7\u0131l\u0131r\" href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/nvlink\/\" target=\"_blank\" rel=\"noopener\">NVIDIA NVLink<\/a>\u00a0.\u00a0Bu makale, SLI&#8217;dan NVLink&#8217;e olan yolculu\u011fun izini s\u00fcrerek NVIDIA&#8217;n\u0131n s\u00fcrekli de\u011fi\u015fen bilgi i\u015flem taleplerine s\u00fcrekli olarak nas\u0131l uyum sa\u011flad\u0131\u011f\u0131n\u0131 vurguluyor.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"SLInin_Safagi\"><\/span>SLI&#8217;n\u0131n \u015eafa\u011f\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-large wp-image-126009\" src=\"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/sli-hardware-new-image-header_0-transformed-1024x452.png\" sizes=\"(max-width: 1024px) 100vw, 1024px\" srcset=\"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/sli-hardware-new-image-header_0-transformed-1024x452.png 1024w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/sli-hardware-new-image-header_0-transformed-300x132.png 300w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/sli-hardware-new-image-header_0-transformed-768x339.png 768w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/sli-hardware-new-image-header_0-transformed-1170x516.png 1170w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/sli-hardware-new-image-header_0-transformed-585x258.png 585w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/sli-hardware-new-image-header_0-transformed.png 1360w\" alt=\"\" width=\"1024\" height=\"452\" \/><\/p>\n<p>NVIDIA, ilk olarak 3dfx taraf\u0131ndan Voodoo2 kart serisi i\u00e7in geli\u015ftirilen SLI&#8217;y\u0131 2000&#8217;li y\u0131llar\u0131n ba\u015f\u0131nda piyasaya s\u00fcrd\u00fc ve NVIDIA&#8217;n\u0131n video oyunlar\u0131 ve t\u00fcketici uygulamalar\u0131nda daha y\u00fcksek grafik kalitesine y\u00f6nelik artan talebe verdi\u011fi yan\u0131tt\u0131.\u00a0SLI, \u00f6z\u00fcnde, i\u015fleme i\u015f y\u00fck\u00fcn\u00fc birden fazla GPU&#8217;ya b\u00f6lmek i\u00e7in Alternatif Kare \u0130\u015fleme (AFR) olarak bilinen bir teknik kullan\u0131r.\u00a0Her kart, di\u011fer t\u00fcm kareleri veya hatta her karenin bir k\u0131sm\u0131n\u0131 \u00e7izerek grafik g\u00fcc\u00fcn\u00fc etkili bir \u015fekilde iki kat\u0131na \u00e7\u0131kar\u0131r.\u00a0O zamanlar devrim niteli\u011finde olsa da, SLI&#8217;n\u0131n daha y\u00fcksek gecikme s\u00fcresi ve GPU&#8217;lar aras\u0131nda veri payla\u015f\u0131m\u0131nda esneklik eksikli\u011fi gibi s\u0131n\u0131rlamalar\u0131 vard\u0131.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"SLI_ve_CrossFire_Coklu_GPU_Cozumlerinde_Rekabet\"><\/span>SLI ve CrossFire: \u00c7oklu GPU \u00c7\u00f6z\u00fcmlerinde Rekabet<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>NVIDIA&#8217;n\u0131n SLI&#8217;s\u0131 \u00e7oklu GPU yap\u0131land\u0131rmalar\u0131n\u0131n h\u0131z\u0131n\u0131 belirlerken, rekabetsiz de de\u011fildi.\u00a0<a title=\"Yeni bir pencerede a\u00e7\u0131l\u0131r\" href=\"https:\/\/www.amd.com\/en\/technologies\/crossfire\" target=\"_blank\" rel=\"noopener\">AMD&#8217;nin CrossFire&#8217;\u0131<\/a>\u00a0, \u00e7oklu GPU kurulumlar\u0131 i\u00e7in benzer yetenekler sunan do\u011frudan bir rakipti.\u00a0SLI gibi CrossFire da Alternatif \u00c7er\u00e7eve Olu\u015fturma (AFR) ve B\u00f6l\u00fcnm\u00fc\u015f \u00c7er\u00e7eve Olu\u015fturma (SFR) gibi teknikler arac\u0131l\u0131\u011f\u0131yla grafik performans\u0131n\u0131 art\u0131rmay\u0131 ama\u00e7lad\u0131.<\/p>\n<div id=\"attachment_126006\" class=\"wp-caption aligncenter\">\n<p><a title=\"Yeni bir pencerede a\u00e7\u0131l\u0131r\" href=\"https:\/\/commons.wikimedia.org\/wiki\/File:Computer_system_with_3,16Ghz_Core_2_Duo,_6GB_RAM_and_2x_Radeon_HD_4850_in_CrossFire.jpg\" target=\"_blank\" rel=\"noopener\" data-rel=\"penci-gallery-image-content\"><img decoding=\"async\" class=\"size-large wp-image-126006\" src=\"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/08\/Computer_system_with_316Ghz_Core_2_Duo_6GB_RAM_and_2x_Radeon_HD_4850_in_CrossFire-768x1024.jpg\" sizes=\"(max-width: 768px) 100vw, 768px\" srcset=\"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/08\/Computer_system_with_316Ghz_Core_2_Duo_6GB_RAM_and_2x_Radeon_HD_4850_in_CrossFire-768x1024.jpg 768w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/08\/Computer_system_with_316Ghz_Core_2_Duo_6GB_RAM_and_2x_Radeon_HD_4850_in_CrossFire-225x300.jpg 225w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/08\/Computer_system_with_316Ghz_Core_2_Duo_6GB_RAM_and_2x_Radeon_HD_4850_in_CrossFire-1152x1536.jpg 1152w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/08\/Computer_system_with_316Ghz_Core_2_Duo_6GB_RAM_and_2x_Radeon_HD_4850_in_CrossFire-1170x1560.jpg 1170w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/08\/Computer_system_with_316Ghz_Core_2_Duo_6GB_RAM_and_2x_Radeon_HD_4850_in_CrossFire-585x780.jpg 585w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/08\/Computer_system_with_316Ghz_Core_2_Duo_6GB_RAM_and_2x_Radeon_HD_4850_in_CrossFire.jpg 1440w\" alt=\"\u0130maj Kredisi Dallas Moore\" width=\"768\" height=\"1024\" aria-describedby=\"caption-attachment-126006\" \/><\/a><\/p>\n<p id=\"caption-attachment-126006\" class=\"wp-caption-text\">\u0130maj Kredisi Dallas Moore<\/p>\n<\/div>\n<p>Ancak CrossFire&#8217;\u0131n kendine has avantajlar\u0131 ve zorluklar\u0131 vard\u0131.\u00a0Kullan\u0131labilecek GPU kombinasyonlar\u0131 genellikle daha esnekti ve farkl\u0131 AMD kartlar\u0131n\u0131n bir kar\u0131\u015f\u0131m\u0131na izin veriyordu.\u00a0Olumsuz taraf\u0131 ise CrossFire&#8217;\u0131n, baz\u0131 kullan\u0131c\u0131lar\u0131n NVIDIA&#8217;n\u0131n SLI&#8217;s\u0131ndan daha az g\u00fcvenilir ve yap\u0131land\u0131rmas\u0131 daha karma\u015f\u0131k buldu\u011fu yaz\u0131l\u0131m y\u0131\u011f\u0131n\u0131 nedeniyle s\u0131k s\u0131k ele\u015ftirilmesiydi.\u00a0Bu farkl\u0131l\u0131klara ra\u011fmen, her iki teknoloji de ayn\u0131 hedefe y\u00f6nelikti: oyun ve t\u00fcketici grafik deneyimlerini geli\u015ftirmek.\u00a0Daha geli\u015fmi\u015f, veri yo\u011funluklu g\u00f6revleri yerine getirmedeki s\u0131n\u0131rlamalar\u0131, eninde sonunda NVLink gibi yeni nesil \u00e7\u00f6z\u00fcmlerin \u00f6n\u00fcn\u00fc a\u00e7acakt\u0131r.<\/p>\n<p>2010&#8217;lu y\u0131llar ilerledik\u00e7e bili\u015fim ortam\u0131 \u00e7arp\u0131c\u0131 bi\u00e7imde de\u011fi\u015fmeye ba\u015flad\u0131.\u00a0Yapay zekan\u0131n (AI), y\u00fcksek performansl\u0131 bilgi i\u015flemin (HPC) ve b\u00fcy\u00fck veri analiti\u011finin y\u00fckseli\u015fi, daha sa\u011flam \u00e7oklu GPU \u00e7\u00f6z\u00fcmlerini gerektirdi.\u00a0Ba\u015flang\u0131\u00e7ta oyun ve t\u00fcketici i\u015f y\u00fckleri g\u00f6z \u00f6n\u00fcnde bulundurularak tasarlanan SLI&#8217;n\u0131n, hesaplama a\u00e7\u0131s\u0131ndan yo\u011fun olan bu g\u00f6revler i\u00e7in yetersiz oldu\u011fu ortaya \u00e7\u0131kt\u0131.\u00a0NVIDIA&#8217;n\u0131n yeni bir paradigmaya ihtiyac\u0131 vard\u0131.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Cift_GPU_Kartlari_Cagi_Coklu_GPU_Hesaplamaya_Benzersiz_Bir_Yaklasim\"><\/span>\u00c7ift GPU Kartlar\u0131 \u00c7a\u011f\u0131: \u00c7oklu GPU Hesaplamaya Benzersiz Bir Yakla\u015f\u0131m<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>SLI ve CrossFire gibi teknolojiler birden \u00e7ok ayr\u0131 GPU&#8217;yu ba\u011flamaya odaklan\u0131rken, \u00e7oklu GPU yap\u0131land\u0131rmalar\u0131na daha az yayg\u0131n olan ba\u015fka bir yakla\u015f\u0131m daha vard\u0131: \u00e7ift GPU kartlar\u0131.\u00a0Bu \u00f6zel grafik kartlar\u0131, tek bir PCB (Bask\u0131l\u0131 Devre Kart\u0131) \u00fczerinde iki GPU \u00e7ekirde\u011fi bar\u0131nd\u0131r\u0131yordu ve tek bir kart \u00fczerinde etkili bir \u015fekilde SLI veya CrossFire kurulumu g\u00f6revi g\u00f6r\u00fcyordu.\u00a0NVIDIA GeForce GTX 690 ve AMD Radeon HD 6990 gibi kartlar bu yakla\u015f\u0131m\u0131n pop\u00fcler \u00f6rnekleriydi.<\/p>\n<p>\u00c7ift GPU kartlar\u0131 \u00e7e\u015fitli avantajlar sunar.\u00a0\u0130ki GPU&#8217;yu tek kart yuvas\u0131nda yo\u011funla\u015ft\u0131rarak yerden tasarruf ettiler ve bu da onlar\u0131 k\u00fc\u00e7\u00fck form fakt\u00f6rl\u00fc PC&#8217;ler i\u00e7in cazip hale getirdi.\u00a0Ayr\u0131ca ayr\u0131 kartlar\u0131 harici konekt\u00f6rlere ba\u011flama ihtiyac\u0131n\u0131 ortadan kald\u0131rarak kurulumu basitle\u015ftirdiler.\u00a0Ancak bu kartlar\u0131n sorunlar\u0131 da vard\u0131.\u00a0Is\u0131 yay\u0131l\u0131m\u0131 \u00f6nemli bir sorundu ve \u00e7o\u011funlukla geli\u015fmi\u015f so\u011futma \u00e7\u00f6z\u00fcmleri gerektiriyordu.\u00a0G\u00fc\u00e7 t\u00fcketimi de y\u00fcksekti ve sistemi dengelemek i\u00e7in g\u00fc\u00e7l\u00fc g\u00fc\u00e7 kaynaklar\u0131 gerekiyordu.<\/p>\n<p>\u0130lgin\u00e7 bir \u015fekilde, \u00e7ift GPU&#8217;lu kartlar, \u00e7oklu GPU kurulumlar\u0131n\u0131n ham g\u00fcc\u00fcn\u00fc tek bir kart\u0131n basitli\u011fiyle birle\u015ftiren bir t\u00fcr &#8220;her iki d\u00fcnyan\u0131n da en iyisi&#8221; \u00e7\u00f6z\u00fcm\u00fcyd\u00fc.\u00a0Ancak y\u00fcksek maliyetleri ve buna ba\u011fl\u0131 teknik zorluklar nedeniyle s\u0131kl\u0131kla ni\u015f bir \u00fcr\u00fcn olarak g\u00f6r\u00fcl\u00fcyorlard\u0131.\u00a0NVLink gibi \u00e7oklu GPU teknolojileri daha y\u00fcksek bant geni\u015fli\u011fi ve daha d\u00fc\u015f\u00fck gecikme s\u00fcresi sunacak \u015fekilde geli\u015ftik\u00e7e \u00e7ift GPU kartlar\u0131na olan ihtiya\u00e7 azald\u0131.\u00a0Yine de GPU geli\u015ftirme tarihinde b\u00fcy\u00fcleyici bir b\u00f6l\u00fcm olmaya devam ediyorlar.<\/p>\n<p>NVIDIA&#8217;n\u0131n Tesla GPU serisi, \u00f6zellikle veri merkezlerinde ve y\u00fcksek performansl\u0131 bilgi i\u015flem k\u00fcmelerinde kurumsal d\u00fczeyde bilgi i\u015flemde bir mihenk ta\u015f\u0131yd\u0131.\u00a0\u00c7o\u011fu Tesla GPU, maksimum performans ve verimlilik i\u00e7in tasarlanm\u0131\u015f tek GPU kartlar\u0131 olsa da, tek kartta \u00e7ift GPU i\u00e7eren Tesla K80 gibi istisnalar da olmu\u015ftur.\u00a0Bu \u00e7oklu GPU&#8217;lu Tesla kartlar\u0131, son derece paralel hesaplamalar i\u00e7in optimize edilmi\u015fti ve bilimsel ara\u015ft\u0131rma, makine \u00f6\u011frenimi ve b\u00fcy\u00fck veri analiti\u011finin temelini olu\u015fturuyordu.\u00a0Y\u00fcksek hesaplama verimi, geni\u015f bellek kapasiteleri ve Hata D\u00fczeltme Kodu (ECC) belle\u011fi gibi geli\u015fmi\u015f \u00f6zellikler sunarak bu uygulamalar\u0131n \u00f6zel taleplerini kar\u015f\u0131lamak \u00fczere tasarland\u0131lar.\u00a0Tek GPU&#8217;lu muadillerine g\u00f6re daha az yayg\u0131n olmas\u0131na ra\u011fmen, bu \u00e7ift GPU&#8217;lu Tesla kartlar\u0131, kurumsal bilgi i\u015flem alan\u0131nda ni\u015f de olsa g\u00fc\u00e7l\u00fc bir \u00e7\u00f6z\u00fcm sunuyordu.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"NVLinkin_Ortaya_Cikisi\"><\/span>NVLink&#8217;in Ortaya \u00c7\u0131k\u0131\u015f\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>2017&#8217;de NVIDIA&#8217;n\u0131n Volta mimarisiyle tan\u0131t\u0131lan NVLink&#8217;e girin. Bu teknoloji yaln\u0131zca bir y\u00fckseltme de\u011fil, GPU&#8217;lar\u0131n birbirine nas\u0131l ba\u011flanabilece\u011fine dair temel bir yeniden d\u00fc\u015f\u00fcnmeydi.\u00a0NVLink, \u00f6nemli \u00f6l\u00e7\u00fcde daha y\u00fcksek bant geni\u015fli\u011fi (en son s\u00fcr\u00fcmlerde 900 GB\/s&#8217;ye kadar), daha d\u00fc\u015f\u00fck gecikme s\u00fcresi ve GPU&#8217;lar aras\u0131nda daha karma\u015f\u0131k ve \u00e7ok say\u0131da ara ba\u011flant\u0131ya izin veren bir a\u011f topolojisi sundu.\u00a0\u00dcstelik NVLink, b\u00fcy\u00fck veri k\u00fcmeleri gerektiren g\u00f6revler i\u00e7in \u00e7ok \u00f6nemli bir \u00f6zellik olan, ba\u011fl\u0131 GPU&#8217;lar aras\u0131nda bellek havuzunu m\u00fcmk\u00fcn k\u0131lan birle\u015fik bellek konseptini tan\u0131tt\u0131.<\/p>\n<div id=\"attachment_126007\" class=\"wp-caption aligncenter\">\n<p><img decoding=\"async\" class=\"size-large wp-image-126007\" src=\"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/nvidia-nvlink-evolution-1024x577.png\" sizes=\"(max-width: 1024px) 100vw, 1024px\" srcset=\"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/nvidia-nvlink-evolution-1024x577.png 1024w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/nvidia-nvlink-evolution-300x169.png 300w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/nvidia-nvlink-evolution-768x433.png 768w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/nvidia-nvlink-evolution-1536x866.png 1536w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/nvidia-nvlink-evolution-1170x659.png 1170w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/nvidia-nvlink-evolution-585x330.png 585w, https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/09\/nvidia-nvlink-evolution.png 1874w\" alt=\"NVLink performans\u0131n\u0131n geli\u015fimi\" width=\"1024\" height=\"577\" aria-describedby=\"caption-attachment-126007\" \/><\/p>\n<p id=\"caption-attachment-126007\" class=\"wp-caption-text\">NVLink performans\u0131n\u0131n geli\u015fimi<\/p>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"SLI_ve_NVLink\"><\/span>SLI ve NVLink<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0130lk bak\u0131\u015fta NVLink&#8217;in &#8220;steroidler \u00fczerinde SLI&#8221; oldu\u011fu d\u00fc\u015f\u00fcn\u00fclebilir, ancak bu a\u015f\u0131r\u0131 basitle\u015ftirme olacakt\u0131r.\u00a0Her iki teknoloji de birden fazla GPU&#8217;yu ba\u011flamay\u0131 hedeflerken, NVLink farkl\u0131 bir hedef kitle g\u00f6z \u00f6n\u00fcnde bulundurularak tasarlanm\u0131\u015ft\u0131r.\u00a0Bilimsel ara\u015ft\u0131rma, veri analizi ve en \u00f6nemlisi yapay zeka ve makine \u00f6\u011frenimi uygulamalar\u0131 i\u00e7in tasarlanm\u0131\u015ft\u0131r.\u00a0Daha y\u00fcksek bant geni\u015fli\u011fi, daha d\u00fc\u015f\u00fck gecikme s\u00fcresi ve birle\u015ftirilmi\u015f bellek, NVLink&#8217;i g\u00fcn\u00fcm\u00fcz\u00fcn bilgi i\u015flem zorluklar\u0131na kar\u015f\u0131 \u00e7ok daha esnek ve g\u00fc\u00e7l\u00fc bir \u00e7\u00f6z\u00fcm haline getiriyor.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"NVLinkin_Teknik_Omurgasi\"><\/span>NVLink&#8217;in Teknik Omurgas\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>NVLink, yaln\u0131zca h\u0131z a\u00e7\u0131s\u0131ndan de\u011fil ayn\u0131 zamanda mimari tasar\u0131m a\u00e7\u0131s\u0131ndan da \u00e7oklu GPU ara ba\u011flant\u0131 teknolojisinde mant\u0131ksal bir evrimi temsil eder.\u00a0NVLink&#8217;in yap\u0131s\u0131, verileri \u00e7ift y\u00f6nl\u00fc olarak aktarabilen y\u00fcksek h\u0131zl\u0131 veri \u015feritlerinden olu\u015fur.\u00a0Geleneksel veri yolu tabanl\u0131 sistemlerin aksine, NVLink noktadan noktaya ba\u011flant\u0131 kullanarak darbo\u011fazlar\u0131 etkili bir \u015fekilde azalt\u0131r ve veri ak\u0131\u015f\u0131n\u0131 art\u0131r\u0131r.\u00a0En son yinelemeler, SLI&#8217;n\u0131n yeteneklerine g\u00f6re \u00f6nemli bir geli\u015fme olan 900 GB\/s&#8217;ye kadar bant geni\u015flikleri sunuyor.<\/p>\n<div class=\"wp-caption aligncenter\">\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.storagereview.com\/wp-content\/uploads\/2023\/05\/StorageReview-HP-Z8-Fury-G5-09.jpg\" alt=\"HP Z8 Fury G5 \u0130\u00e7 Mekan\" width=\"1500\" height=\"1123\" \/><\/p>\n<p class=\"wp-caption-text\">4x A6000 GPU&#8217;lu HP Z8 Fury G5<\/p>\n<\/div>\n<p>NVLink&#8217;i di\u011ferlerinden ay\u0131ran en \u00f6nemli \u00f6zelliklerden biri a\u011f topolojisini destekleme yetene\u011fidir.\u00a0Eski teknolojilerin zincirleme veya hub ve ba\u011fl\u0131 bile\u015fen topolojilerinin aksine, a\u011f kurulumu, GPU&#8217;lar aras\u0131nda daha \u00e7ok y\u00f6nl\u00fc ve \u00e7ok say\u0131da ba\u011flant\u0131ya olanak tan\u0131r.\u00a0Bu, \u00f6zellikle karma\u015f\u0131k veri yollar\u0131n\u0131n norm oldu\u011fu veri merkezi ve y\u00fcksek performansl\u0131 bilgi i\u015flem uygulamalar\u0131nda kullan\u0131\u015fl\u0131d\u0131r.<\/p>\n<p>Birle\u015fik bellek, NVLink&#8217;in ba\u015fka bir \u00f6zelli\u011fidir.\u00a0Bu, GPU&#8217;lar\u0131n ortak bir bellek havuzunu payla\u015fmas\u0131na olanak tan\u0131yarak daha verimli veri payla\u015f\u0131m\u0131na olanak tan\u0131r ve GPU&#8217;lar aras\u0131nda veri kopyalama ihtiyac\u0131n\u0131 azalt\u0131r.\u00a0Bu, b\u00fcy\u00fck veri k\u00fcmelerinin genellikle tek bir GPU&#8217;nun bellek kapasitesini a\u015ft\u0131\u011f\u0131 makine \u00f6\u011frenimi ve b\u00fcy\u00fck veri analiti\u011fi gibi uygulamalar i\u00e7in b\u00fcy\u00fck bir destektir.<\/p>\n<p>NVLink ayr\u0131ca herhangi bir y\u00fcksek performansl\u0131 bilgi i\u015flem kurulumunda \u00e7ok \u00f6nemli bir fakt\u00f6r olan gecikmeyi de iyile\u015ftirir.\u00a0Daha d\u00fc\u015f\u00fck gecikme s\u00fcresi, GPU&#8217;lar aras\u0131nda daha h\u0131zl\u0131 veri aktar\u0131m\u0131 ve senkronizasyon sa\u011flayarak paralel hesaplamalar\u0131n daha verimli olmas\u0131n\u0131 sa\u011flar.\u00a0Bu, NVLink&#8217;in do\u011frudan bellek eri\u015fimi (DMA) yetenekleri sayesinde elde edilir; bu, GPU&#8217;lar\u0131n CPU&#8217;yu dahil etmeden do\u011frudan birbirlerinin belle\u011fini okumas\u0131na ve yazmas\u0131na olanak tan\u0131r.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Yapay_Zeka_ve_Makine_Ogrenimine_Etkisi\"><\/span>Yapay Zeka ve Makine \u00d6\u011frenimine Etkisi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Modern bilgi i\u015flemde yapay zekan\u0131n artan \u00f6nemi g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, NVLink&#8217;in avantajlar\u0131 yaln\u0131zca art\u0131ml\u0131 de\u011fil ayn\u0131 zamanda d\u00f6n\u00fc\u015ft\u00fcr\u00fcc\u00fcd\u00fcr.\u00a0Yapay zeka modeli e\u011fitiminde ve veri olu\u015fturmada NVLink, GPU&#8217;lar aras\u0131nda daha h\u0131zl\u0131 veri aktar\u0131m\u0131 sa\u011flayarak daha verimli paralel i\u015flemeye olanak tan\u0131r.\u00a0Bu, \u00f6zellikle yeni ortaya \u00e7\u0131kan yapay zeka modeli e\u011fitim verileri olu\u015fturma alan\u0131yla yak\u0131ndan uyumlu bir konu olan b\u00fcy\u00fck e\u011fitim veri k\u00fcmeleriyle \u00e7al\u0131\u015f\u0131rken faydal\u0131d\u0131r.<\/p>\n<p>Kuantum sim\u00fclasyonlar\u0131, ger\u00e7ek zamanl\u0131 analizler ve yeni nesil yapay zeka algoritmalar\u0131 gibi geli\u015fmi\u015f bilgi i\u015fleme y\u00f6nelik artan taleplerle birlikte, NVLink&#8217;in yeteneklerinin daha da geli\u015ftirilmesini bekleyebiliriz.\u00a0\u0130ster bant geni\u015fli\u011finde bir art\u0131\u015f olsun, ister GPU&#8217;lar aras\u0131nda daha fazla i\u015fbirli\u011fini kolayla\u015ft\u0131ran yeni \u00f6zellikler olsun, NVLink veya halefi, \u015f\u00fcphesiz yar\u0131n\u0131n hesaplama ihtiya\u00e7lar\u0131n\u0131n kar\u015f\u0131lanmas\u0131nda merkezi olmaya devam edecektir.<\/p>\n<p>SLI&#8217;dan NVLink&#8217;e ge\u00e7i\u015f, \u00e7oklu GPU teknolojileri i\u00e7in \u00f6nemli bir d\u00f6n\u00fcm noktas\u0131na i\u015faret ediyor.\u00a0Bu, NVIDIA&#8217;n\u0131n yenili\u011fe olan ba\u011fl\u0131l\u0131\u011f\u0131n\u0131 ve de\u011fi\u015fen bilgi i\u015flem ortam\u0131na ili\u015fkin keskin anlay\u0131\u015f\u0131n\u0131 yans\u0131t\u0131yor.\u00a0Oyunlardan yapay zekaya, t\u00fcketici uygulamalar\u0131ndan veri merkezlerine, NVLink&#8217;in oyun ve SLI&#8217;daki k\u00f6kleri, zorunlulu\u011fun yenili\u011fi nas\u0131l do\u011furdu\u011funu ve hi\u00e7 bitmeyen bir iyile\u015ftirme d\u00f6ng\u00fcs\u00fcnde teknolojiyi nas\u0131l ileriye ta\u015f\u0131d\u0131\u011f\u0131n\u0131 g\u00f6steriyor.<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>SLI&#8217;dan NVLink&#8217;e: Oyun ve \u00c7oklu GPU Teknolojilerinin Evrimi ve Yapay Zeka \u00dczerindeki Etkisi Grafik i\u015flem birimlerinin (GPU&#8217;lar) manzaras\u0131, son yirmi<\/p>\n","protected":false},"author":4,"featured_media":1295,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[261],"tags":[262,263,234,264,265,230],"class_list":["post-1294","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-yapay-zeka","tag-coklu-gpu","tag-crossfire","tag-nvidia","tag-nvlink","tag-sli","tag-yapay-zeka"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Oyun ve \u00c7oklu GPU Teknolojilerinin Evrimi ve Yapay Zeka<\/title>\n<meta name=\"description\" content=\"SLI&#039;dan NVLink&#039;e: Oyun ve \u00c7oklu GPU Teknolojilerinin Evrimi ve Yapay Zeka \u00dczerindeki Etkisi. 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