{"id":1545,"date":"2024-02-14T00:20:03","date_gmt":"2024-02-13T21:20:03","guid":{"rendered":"https:\/\/supermicrosunucu.com\/blog\/?p=1545"},"modified":"2024-02-14T00:20:17","modified_gmt":"2024-02-13T21:20:17","slug":"supermicro-ve-nvidia-gpu-tabanli-yapay-zeka-cozumleri","status":"publish","type":"post","link":"https:\/\/supermicrosunucu.com\/blog\/supermicro-ve-nvidia-gpu-tabanli-yapay-zeka-cozumleri.html","title":{"rendered":"Ba\u015far\u0131 i\u00e7in kritik \u00f6neme sahip gen yapay zeka teknoloji y\u0131\u011f\u0131n\u0131nda NVIDIA ve Supermicro"},"content":{"rendered":"<p>\u00dcretken yapay zeka, sekt\u00f6rlere y\u0131ll\u0131k olarak 2,6 trilyon ila 4,4 trilyon dolar\u00a0e\u015fde\u011feri katk\u0131 sa\u011flayabilir\u00a0.\u00a0Ama ayn\u0131 zamanda kaynaklara da a\u00e7; daha \u00f6nce gelen t\u00fcm teknolojilerden katlanarak daha fazla bilgi i\u015flem, kaynak, a\u011f ve depolama t\u00fcketiyor.\u00a0Verilere eri\u015fmek ve bunlar\u0131 i\u015flemek, \u00f6nceden e\u011fitilmi\u015f modelleri \u00f6zelle\u015ftirmek ve bunlar\u0131 optimum d\u00fczeyde ve uygun \u00f6l\u00e7ekte \u00e7al\u0131\u015ft\u0131rmak, yeni teknik uzmanl\u0131\u011f\u0131n yan\u0131 s\u0131ra eksiksiz bir yapay zekaya haz\u0131r donan\u0131m ve yaz\u0131l\u0131m y\u0131\u011f\u0131n\u0131 gerektirir.<\/p>\n<p>NVIDIA&#8217;n\u0131n k\u0131demli \u00fcr\u00fcn pazarlama m\u00fcd\u00fcr\u00fc Anthony Larijani ve Supermicro&#8217;nun k\u0131demli \u00fcr\u00fcn pazarlama m\u00fcd\u00fcr\u00fc Yusuke Kondo, OctoML&#8217;in kurucu orta\u011f\u0131 ve CEO&#8217;su Luis Ceze ile \u00fcretken yapay zekan\u0131n bir kurulu\u015fa nerede fayda sa\u011flayabilece\u011finin nas\u0131l belirlenece\u011fi ve kullan\u0131m\u0131yla nas\u0131l denemeler yap\u0131labilece\u011fi hakk\u0131nda konu\u015ftu. vakalar ve bir gen yapay zeka stratejisini desteklemek i\u00e7in kritik olan teknoloji.<\/p>\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-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/supermicrosunucu.com\/blog\/supermicro-ve-nvidia-gpu-tabanli-yapay-zeka-cozumleri.html\/#Altyapi_kararlari_ve_is_yuku_hususlari\" title=\"Altyap\u0131 kararlar\u0131 ve i\u015f y\u00fck\u00fc hususlar\u0131\">Altyap\u0131 kararlar\u0131 ve i\u015f y\u00fck\u00fc hususlar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/supermicrosunucu.com\/blog\/supermicro-ve-nvidia-gpu-tabanli-yapay-zeka-cozumleri.html\/#Bulut_ve_sirket_ici_hususlar\" title=\"Bulut ve \u015firket i\u00e7i hususlar\">Bulut ve \u015firket i\u00e7i hususlar<\/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\/supermicro-ve-nvidia-gpu-tabanli-yapay-zeka-cozumleri.html\/#Acik_kaynak_ve_tescilli_modeller\" title=\"A\u00e7\u0131k kaynak ve tescilli modeller\">A\u00e7\u0131k kaynak ve tescilli modeller<\/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\/supermicro-ve-nvidia-gpu-tabanli-yapay-zeka-cozumleri.html\/#Yazilim_yigininizla_donanimi_en_ust_duzeye_cikarma\" title=\"Yaz\u0131l\u0131m y\u0131\u011f\u0131n\u0131n\u0131zla donan\u0131m\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karma\">Yaz\u0131l\u0131m y\u0131\u011f\u0131n\u0131n\u0131zla donan\u0131m\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karma<\/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\/supermicro-ve-nvidia-gpu-tabanli-yapay-zeka-cozumleri.html\/#Yuksek_Lisanslarin_artan_karmasikligina_karsi_gelecege_yonelik_hazirliklar\" title=\"Y\u00fcksek Lisans&#8217;lar\u0131n artan karma\u015f\u0131kl\u0131\u011f\u0131na kar\u015f\u0131 gelece\u011fe y\u00f6nelik haz\u0131rl\u0131klar\">Y\u00fcksek Lisans&#8217;lar\u0131n artan karma\u015f\u0131kl\u0131\u011f\u0131na kar\u015f\u0131 gelece\u011fe y\u00f6nelik haz\u0131rl\u0131klar<\/a><\/li><\/ul><\/nav><\/div>\n<h2 id=\"h-infrastructure-decisions-and-workload-considerations\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Altyapi_kararlari_ve_is_yuku_hususlari\"><\/span><strong>Altyap\u0131 kararlar\u0131 ve i\u015f y\u00fck\u00fc hususlar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Laricani, ihtiya\u00e7lar\u0131n altyap\u0131yla e\u015fle\u015ftirilmesinin ilk \u00f6nemli gereklilik oldu\u011funu s\u00f6yl\u00fcyor.<\/p>\n<p>&#8220;Bunu yapman\u0131n yolu nihai hedefi ak\u0131lda tutarak ba\u015flamakt\u0131r&#8221; diye a\u00e7\u0131kl\u0131yor.\u00a0&#8220;Bu altyap\u0131n\u0131n ne i\u00e7in kullan\u0131laca\u011f\u0131n\u0131 hayal etti\u011finizi, \u00fczerinde \u00e7al\u0131\u015fan i\u015f y\u00fck\u00fc t\u00fcrlerini nas\u0131l g\u00f6rd\u00fc\u011f\u00fcn\u00fcz\u00fc g\u00f6rselle\u015ftirmeye \u00e7al\u0131\u015f\u0131n.\u00a0\u00d6rne\u011fin, \u00e7ok b\u00fcy\u00fck \u00f6l\u00e7ekli bir temel modelin e\u011fitimi do\u011frultusundaysa, \u00e7ok say\u0131da kullan\u0131c\u0131ya ger\u00e7ek zamanl\u0131 performans sunmas\u0131 gereken bir \u00e7\u0131kar\u0131m uygulamas\u0131 sunmak i\u00e7in farkl\u0131 hesaplama gereksinimlerine sahip olacakt\u0131r.&#8221;<\/p>\n<p>\u00d6l\u00e7eklenebilirlik de bu noktada devreye giriyor.\u00a0Yaln\u0131zca modelin i\u015f y\u00fck\u00fcn\u00fc de\u011ferlendirmeniz gerekmez, ayn\u0131 zamanda \u00e7al\u0131\u015ft\u0131r\u0131yor olabilece\u011finiz uygulamadaki talep t\u00fcr\u00fcn\u00fc de tahmin etmeniz gerekir.\u00a0Bu, ister toplu tipte bir kullan\u0131m durumu, ister sohbet robotu gibi ger\u00e7ek zamanl\u0131 bir kullan\u0131m durumu olsun, \u00e7al\u0131\u015ft\u0131raca\u011f\u0131n\u0131z \u00e7\u0131kar\u0131m i\u015f y\u00fck\u00fc t\u00fcrleriyle ilgili di\u011fer hususlarla \u00f6rt\u00fc\u015fmektedir.<\/p>\n<h2 id=\"h-cloud-versus-on-prem-considerations\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Bulut_ve_sirket_ici_hususlar\"><\/span><strong>Bulut ve \u015firket i\u00e7i hususlar<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Nesil AI uygulamalar\u0131 genellikle \u00f6l\u00e7ek gerektirir ve bu, bulut ve \u015firket i\u00e7i de\u011ferlendirmelerin konu\u015fmaya dahil oldu\u011fu anlam\u0131na gelir.\u00a0Kondo, bunun a\u00e7\u0131k\u00e7a ihtiya\u00e7 duyulan kullan\u0131m senaryosuna ve \u00f6l\u00e7e\u011fe ba\u011fl\u0131 oldu\u011funu ancak bunun yine de kritik ve temel bir karar oldu\u011funu a\u00e7\u0131kl\u0131yor.<\/p>\n<p>&#8220;Bulutu kulland\u0131\u011f\u0131n\u0131zda elbette daha fazla esnekli\u011fe ve kapsama alan\u0131na sahip olursunuz.\u00a0\u00d6l\u00e7ek b\u00fcy\u00fctmeniz gerekti\u011finde bunu yapabilirsiniz\u201d diyor.\u00a0&#8220;\u015eirket i\u00e7i \u00e7al\u0131\u015fmaya ba\u015flad\u0131\u011f\u0131n\u0131zda, kendiniz i\u00e7in bili\u015fime ne kadar yat\u0131r\u0131m yapman\u0131z gerekti\u011fine karar vermeden \u00f6nce bunu planlaman\u0131z ve nas\u0131l \u00f6l\u00e7eklendirece\u011finizi tahmin etmeniz gerekir.\u00a0Bu b\u00fcy\u00fck bir ba\u015flang\u0131\u00e7 \u200b\u200bmaliyeti gerektirecek.\u201d<\/p>\n<p>Ancak \u00fcretken yapay zeka, \u00f6zellikle ChatGPT gibi halka a\u00e7\u0131k bir API&#8217;ye veri beslerken ve kontrol sorunlar\u0131n\u0131 da beraberinde getirirken tamamen yeni bir d\u00fczeyde veri gizlili\u011fi hususlar\u0131 getiriyor; i\u015f y\u00fck\u00fcn\u00fc u\u00e7tan uca kontrol etmek mi istiyorsunuz, yoksa yaln\u0131zca API&#8217;den yeterince yararlanmak m\u0131 istiyorsunuz?\u00a0Ve tabii ki, \u00fcretken yapay zeka yolculu\u011funuzda nerede oldu\u011funuza ba\u011fl\u0131 olarak bir maliyet de var; baz\u0131 k\u00fc\u00e7\u00fck deneylerle yeni ba\u015fl\u0131yorsunuz veya \u00f6l\u00e7eklendirmeye ba\u015flamaya isteklisiniz.<\/p>\n<p>\u201cBakt\u0131\u011f\u0131n\u0131z projenin b\u00fcy\u00fckl\u00fc\u011f\u00fcne karar vermelisiniz.\u00a0Sadece GPU bulutunu kullanmak mant\u0131kl\u0131 m\u0131?\u201d\u00a0diyor.\u00a0\u201cMaliyet d\u00fc\u015ferken, hesaplama yetene\u011finin artt\u0131\u011f\u0131n\u0131 tahmin ediyoruz.\u00a0Altyap\u0131n\u0131n mevcut fiyat\u0131na bak\u0131ld\u0131\u011f\u0131nda yaln\u0131zca GPU bulut \u00f6rneklerini kullanmak mant\u0131kl\u0131 m\u0131?\u00a0Kendi yapay zeka altyap\u0131n\u0131za \u00e7ok fazla sermaye harcamak yerine, bunu GPU bulutunu kullanarak test etmek isteyebilirsiniz.&#8221;<\/p>\n<h2 id=\"h-open-source-versus-proprietary-models\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Acik_kaynak_ve_tescilli_modeller\"><\/span><strong>A\u00e7\u0131k kaynak ve tescilli modeller<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Laricani, \u015fu anda kurulu\u015f i\u00e7indeki kullan\u0131m durumlar\u0131na y\u00f6nelik da\u011f\u0131t\u0131mlar i\u00e7in daha k\u00fc\u00e7\u00fck \u00f6l\u00e7ekli, daha \u00f6zelle\u015ftirilmi\u015f, \u00f6zel model t\u00fcrlerine do\u011fru bir e\u011filim oldu\u011funu s\u00f6yl\u00fcyor.\u00a0Art\u0131r\u0131lm\u0131\u015f \u00fcretimin al\u0131nmas\u0131 gibi teknikler sayesinde, \u00f6zel verileri kullanabilen LLM&#8217;lerden yararlanman\u0131n etkili yollar\u0131 ortaya \u00e7\u0131k\u0131yor ve bu, altyap\u0131 se\u00e7imini do\u011frudan etkiliyor.\u00a0Bu \u00f6zel modeller daha az e\u011fitim gereksinimi i\u00e7erir.<\/p>\n<p>&#8220;Bu modelin yaln\u0131zca kullan\u0131m durumunuza uygun olan bir k\u0131sm\u0131n\u0131 yeniden e\u011fitebilmek, e\u011fitim s\u00fcresini ve maliyetini azalt\u0131r&#8221; diye a\u00e7\u0131kl\u0131yor.\u00a0&#8220;M\u00fc\u015fterilerin maliyet a\u00e7\u0131s\u0131ndan engelleyici olan kaynak t\u00fcrlerini ger\u00e7ekten bu t\u00fcr performans\u0131 gerektiren i\u015f y\u00fckleri i\u00e7in ay\u0131rmalar\u0131na ve bu t\u00fcr i\u015f y\u00fcklerini \u00e7al\u0131\u015ft\u0131rmak i\u00e7in maliyeti daha optimize edilmi\u015f \u00e7\u00f6z\u00fcmlerden yararlanmalar\u0131na olanak tan\u0131yor.&#8221;<\/p>\n<p>\u0130ster a\u00e7\u0131k kaynak ister tescilli olun, modeli ihtiya\u00e7lar\u0131n\u0131za g\u00f6re nas\u0131l boyutland\u0131r\u0131rs\u0131n\u0131z?<\/p>\n<p>Kondo, &#8220;A\u00e7\u0131k kaynakl\u0131 modeller kullan\u0131yorsan\u0131z, temel modellerin daha \u00f6zel bir duruma getirilmesi i\u00e7in ince ayar yap\u0131lmas\u0131 gerekiyor&#8221; diyor.\u00a0\u201cBu, maliyetinizin optimizasyonunu ve GPU&#8217;lar\u0131n altyap\u0131 kullan\u0131m\u0131n\u0131z\u0131n optimizasyonunu etkileyecek.\u00a0Yat\u0131r\u0131m yapt\u0131\u011f\u0131n\u0131z \u015feyi bo\u015fa harcamak istemezsiniz.\u201d<\/p>\n<h2 id=\"h-maximizing-hardware-with-your-software-stack\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yazilim_yigininizla_donanimi_en_ust_duzeye_cikarma\"><\/span><strong>Yaz\u0131l\u0131m y\u0131\u011f\u0131n\u0131n\u0131zla donan\u0131m\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karma<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Se\u00e7ti\u011finiz donan\u0131mdan en iyi \u015fekilde yararlanmak ayn\u0131 zamanda karma\u015f\u0131k bir sistem yaz\u0131l\u0131m\u0131 y\u0131\u011f\u0131n\u0131 anlam\u0131na da gelir.<\/p>\n<p>Kondo, &#8220;Bu yaln\u0131zca tek bir d\u00fczey de\u011fil; raf \u00f6l\u00e7e\u011fi ve ard\u0131ndan k\u00fcme d\u00fczeyinde uygulama var&#8221; diyor.\u00a0\u201cB\u00fcy\u00fck \u00f6l\u00e7ekli altyap\u0131 s\u00f6z konusu oldu\u011funda, a\u00e7\u0131k\u00e7as\u0131 bu, a\u00e7\u0131k kaynakl\u0131 bir modeli tek bir sistemle \u00e7al\u0131\u015ft\u0131rmaktan \u00e7ok daha karma\u015f\u0131k.\u00a0\u00c7o\u011fu zaman g\u00f6rd\u00fc\u011f\u00fcm\u00fcz \u015fey, NVIDIA konu uzmanlar\u0131n\u0131 ilk a\u015famalardan itibaren dahil etti\u011fimiz, hatta raflar\u0131 tasarlad\u0131\u011f\u0131m\u0131z, k\u00fcmeyi NVIDIA&#8217;n\u0131n bir araya getirdi\u011fi yaz\u0131l\u0131m kitapl\u0131klar\u0131 ve mimarisine dayal\u0131 olarak tasarlad\u0131\u011f\u0131m\u0131zd\u0131r.\u00a0M\u00fc\u015fteriler i\u00e7in do\u011fru \u00e7\u00f6z\u00fcm\u00fc olu\u015fturmak amac\u0131yla NVIDIA ile yak\u0131n i\u015fbirli\u011fi i\u00e7inde \u00e7al\u0131\u015farak raflar\u0131 onlar\u0131n gereksinimlerine g\u00f6re tasarl\u0131yoruz.&#8221;<\/p>\n<p>Laricani, eksiksiz bir yapay zeka yaz\u0131l\u0131m y\u0131\u011f\u0131n\u0131 olu\u015fturman\u0131n karma\u015f\u0131k ve kaynak yo\u011fun bir giri\u015fim oldu\u011funu, bu nedenle NVIDIA&#8217;n\u0131n altyap\u0131dan \u00fczerinde \u00e7al\u0131\u015fan yaz\u0131l\u0131ma kadar tam kapsaml\u0131 bir bilgi i\u015flem \u015firketi olmaya yat\u0131r\u0131m yapt\u0131\u011f\u0131n\u0131 ekliyor.\u00a0\u00d6rne\u011fin, NVIDIA AI kurumsal platformunun bir par\u00e7as\u0131 olan Nemo \u00e7er\u00e7evesi, m\u00fc\u015fterilerin bir dizi \u00fcretken AI modeli ve uygulamas\u0131n\u0131 olu\u015fturmas\u0131na, \u00f6zelle\u015ftirmesine ve da\u011f\u0131tmas\u0131na yard\u0131mc\u0131 olmak i\u00e7in u\u00e7tan uca bir \u00e7\u00f6z\u00fcm sunuyor.\u00a0Model e\u011fitim s\u00fcrecini optimize etmeye ve GPU kaynaklar\u0131n\u0131 on binlerce d\u00fc\u011f\u00fcme verimli bir \u015fekilde tahsis etmeye yard\u0131mc\u0131 olabilir.\u00a0Modeller e\u011fitildikten sonra, onlar\u0131 \u00f6zelle\u015ftirerek belirli alanlardaki \u00e7e\u015fitli g\u00f6revlere uyum sa\u011flayabilir.<\/p>\n<p>&#8220;Bir kurulu\u015f bunu geni\u015f \u00f6l\u00e7ekte uygulamaya haz\u0131r oldu\u011funda Nemo \u00e7er\u00e7evesi, Triton \u00e7\u0131kar\u0131m sunucumuz gibi bir\u00e7ok m\u00fc\u015fterimizin kulland\u0131\u011f\u0131 ve a\u015fina oldu\u011fu tan\u0131d\u0131k ara\u00e7larla b\u00fct\u00fcnle\u015fir&#8221; diye ekliyor.\u00a0&#8220;M\u00fc\u015fterilerimizin y\u00fcksek verim ve d\u00fc\u015f\u00fck gecikmeyle verimli bir \u015fekilde da\u011f\u0131t\u0131m yapmas\u0131na yard\u0131mc\u0131 olacak optimize edilmi\u015f derleyici, bunlar\u0131n hepsi ayn\u0131 tan\u0131d\u0131k platform \u00fczerinden yap\u0131l\u0131yor ve hepsi NVIDIA sertifikal\u0131 Supermicro sistemlerinde m\u00fckemmel \u00e7al\u0131\u015facak \u015fekilde optimize ediliyor.&#8221;<\/p>\n<h2 id=\"h-future-proofing-against-the-growing-complexity-of-llms\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yuksek_Lisanslarin_artan_karmasikligina_karsi_gelecege_yonelik_hazirliklar\"><\/span><strong>Y\u00fcksek Lisans&#8217;lar\u0131n artan karma\u015f\u0131kl\u0131\u011f\u0131na kar\u015f\u0131 gelece\u011fe y\u00f6nelik haz\u0131rl\u0131klar<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Kondo, LLM&#8217;lerin her ge\u00e7en g\u00fcn b\u00fcy\u00fcd\u00fc\u011f\u00fcn\u00fc ve bu b\u00fcy\u00fcmenin yava\u015flayacak gibi g\u00f6r\u00fcnmedi\u011fini s\u00f6yl\u00fcyor.\u00a0En b\u00fcy\u00fck sorun s\u00fcrd\u00fcr\u00fclebilirliktir ve bu sunucular\u0131n g\u00fc\u00e7 gereksinimleri endi\u015fe vericidir.<\/p>\n<p>\u201cHGXH100&#8217;e bakarsan\u0131z GPU ba\u015f\u0131na 700 watt oldu\u011funa inan\u0131yorum.\u00a0Bunun sonunda GPU ba\u015f\u0131na 1000 watt&#8217;a ula\u015fmas\u0131n\u0131 bekliyoruz&#8221; diyor.\u00a0\u201cBunu 10 y\u0131l \u00f6ncesiyle kar\u015f\u0131la\u015ft\u0131rd\u0131\u011f\u0131n\u0131zda, bu \u00e7ok \u00e7\u0131lg\u0131nca.\u00a0Bunu nas\u0131l ele alaca\u011f\u0131z?\u00a0Tamamen s\u0131v\u0131 so\u011futmal\u0131 entegre \u00e7\u00f6z\u00fcm\u00fcm\u00fcz \u00fczerinde \u00e7al\u0131\u015fmam\u0131z\u0131n nedenlerinden biri de budur.\u00a0G\u00fc\u00e7 kullan\u0131m\u0131 a\u00e7\u0131s\u0131ndan, s\u0131v\u0131 so\u011futma altyap\u0131s\u0131 tek ba\u015f\u0131na size y\u00fczde 40&#8217;\u0131n \u00fczerinde g\u00fc\u00e7 tasarrufu sa\u011flayacakt\u0131r.\u00a0Ye\u015fil bili\u015fim bizim giri\u015fimlerimizden biri ve bunun inovasyonumuzu kolayla\u015ft\u0131raca\u011f\u0131na ger\u00e7ekten inan\u0131yoruz.\u201d<\/p>\n<p>Paralel tarafta, ister model e\u011fitimi ister m\u00fc\u015fterilere \u00e7\u0131kar\u0131m hizmeti olsun, da\u011f\u0131t\u0131mlar\u0131 optimize etmeye y\u00f6nelik yaz\u0131l\u0131m\u0131n geli\u015ftirilmesi a\u00e7\u0131s\u0131ndan devam eden verimlilikler de mevcut.\u00a0Laricani, kurulu\u015flar\u0131n bu yeteneklerden uygun maliyetli ve s\u00fcrd\u00fcr\u00fclebilir bir \u015fekilde yararlanmas\u0131na yard\u0131mc\u0131 olmak i\u00e7in yeni tekniklerin ortaya \u00e7\u0131kt\u0131\u011f\u0131n\u0131 s\u00f6yl\u00fcyor.<\/p>\n<p>&#8220;Elbette, bu t\u00fcr modelleri e\u011fitmek i\u00e7in daha optimize edilmi\u015f, y\u00fcksek kapasiteli sistemlere y\u00f6nelik artan bir ihtiya\u00e7 oldu\u011funu g\u00f6r\u00fcyoruz, ancak bunlara eri\u015fme ve bunlar\u0131 uygulama konusunda yeni y\u00f6ntemlerin ortaya \u00e7\u0131kt\u0131\u011f\u0131n\u0131 da g\u00f6r\u00fcyoruz&#8221; diyor.\u00a0&#8220;Her hafta oldu\u011fu gibi s\u0131k s\u0131k yapay zeka i\u00e7in yeni bir kullan\u0131m \u00f6rne\u011fi g\u00f6r\u00fcyoruz.\u00a0Uzayda kesinlikle \u00e7ok ilgin\u00e7 \u015feyler oluyor.\u00a0Yaz\u0131l\u0131m a\u00e7\u0131s\u0131ndan da ileriye d\u00f6n\u00fck olarak bunlar\u0131 optimize etmek ve daha verimli hale getirmek i\u00e7in \u00e7al\u0131\u015faca\u011f\u0131z.&#8221;<\/p>\n<p>&nbsp;<\/p>\n<p>Supermicro ve Nvidia AI Yapay Zeka \u00e7\u00f6z\u00fcmleri ile alakal\u0131 dan\u0131\u015fmanl\u0131\u011fa ihtiya\u00e7 duyarsan\u0131z<a href=\"https:\/\/gtmteknoloji.com\"> GTM Teknoloji<\/a> ile irtibat kurabilirsiniz.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00dcretken yapay zeka, sekt\u00f6rlere y\u0131ll\u0131k olarak 2,6 trilyon ila 4,4 trilyon dolar\u00a0e\u015fde\u011feri katk\u0131 sa\u011flayabilir\u00a0.\u00a0Ama ayn\u0131 zamanda kaynaklara da a\u00e7; daha<\/p>\n","protected":false},"author":2,"featured_media":1546,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[195,204,255,233,292,1,197,261],"tags":[232,388,386,173,387,234,389,157,230],"class_list":["post-1545","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-epyc-sunucu","category-blade-sunucu","category-gpu","category-gpu-server","category-sanallastirma","category-sunucular","category-workstation-is-istasyonu","category-yapay-zeka","tag-ai","tag-deep-learning","tag-derin-ogrenme","tag-gtm-teknoloji","tag-hpc-cluster","tag-nvidia","tag-nvidia-ai-enterprise","tag-supermicro","tag-yapay-zeka"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ba\u015far\u0131 i\u00e7in kritik \u00f6neme sahip gen yapay zeka teknoloji y\u0131\u011f\u0131n\u0131nda NVIDIA ve Supermicro - 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