{"id":1431,"date":"2023-11-27T10:56:37","date_gmt":"2023-11-27T07:56:37","guid":{"rendered":"https:\/\/supermicrosunucu.com\/blog\/?p=1431"},"modified":"2023-11-27T10:56:37","modified_gmt":"2023-11-27T07:56:37","slug":"nvidia-l40s-nvidia-h100-yapay-zeka-alternatifidir","status":"publish","type":"post","link":"https:\/\/supermicrosunucu.com\/blog\/nvidia-l40s-nvidia-h100-yapay-zeka-alternatifidir.html","title":{"rendered":"NVIDIA L40S NVIDIA H100 Yapay Zeka Alternatifidir"},"content":{"rendered":"<div class=\"td-post-header\">\n<header class=\"td-post-title\">\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\/nvidia-l40s-nvidia-h100-yapay-zeka-alternatifidir.html\/#NVIDIA_L40S_NVIDIA_H100_Yapay_Zeka_Alternatifidir\" title=\"NVIDIA L40S NVIDIA H100 Yapay Zeka Alternatifidir\">NVIDIA L40S NVIDIA H100 Yapay Zeka Alternatifidir<\/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\/nvidia-l40s-nvidia-h100-yapay-zeka-alternatifidir.html\/#NVIDIA_A100_NVIDIA_L40S_ve_NVIDIA_H100\" title=\"NVIDIA A100, NVIDIA L40S ve NVIDIA H100\">NVIDIA A100, NVIDIA L40S ve NVIDIA H100<\/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\/nvidia-l40s-nvidia-h100-yapay-zeka-alternatifidir.html\/#Supermicro_SYS-521GE-TNRT_Sunucularinda_NVIDIA_H100_veya_L40S\" title=\"Supermicro SYS-521GE-TNRT Sunucular\u0131nda NVIDIA H100 veya L40S\">Supermicro SYS-521GE-TNRT Sunucular\u0131nda NVIDIA H100 veya L40S<\/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\/nvidia-l40s-nvidia-h100-yapay-zeka-alternatifidir.html\/#Performans_Ozeti\" title=\"Performans \u00d6zeti\">Performans \u00d6zeti<\/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\/nvidia-l40s-nvidia-h100-yapay-zeka-alternatifidir.html\/#NVIDIA_L40S_ve_H100_ile_Ilgili_Diger_Hususlar\" title=\"NVIDIA L40S ve H100 ile \u0130lgili Di\u011fer Hususlar\">NVIDIA L40S ve H100 ile \u0130lgili Di\u011fer Hususlar<\/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\/nvidia-l40s-nvidia-h100-yapay-zeka-alternatifidir.html\/#Son_sozler\" title=\"Son s\u00f6zler\">Son s\u00f6zler<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1 class=\"entry-title\"><span class=\"ez-toc-section\" id=\"NVIDIA_L40S_NVIDIA_H100_Yapay_Zeka_Alternatifidir\"><\/span>NVIDIA L40S NVIDIA H100 Yapay Zeka Alternatifidir<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<div class=\"td-module-meta-info\">\n<div class=\"td-post-author-name\">\n<div class=\"td-author-by\"><\/div>\n<\/div>\n<\/div>\n<\/header>\n<\/div>\n<div class=\"td-post-content tagdiv-type\">\n<div class=\"td-post-featured-image\">\n<figure><a class=\"td-modal-image\" href=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-3.jpg\" data-caption=\"NVIDIA L40S Model And Top 3\"><img fetchpriority=\"high\" decoding=\"async\" class=\"entry-thumb td-animation-stack-type0-2\" title=\"NVIDIA L40S Modeli ve \u0130lk 3\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-3-696x415.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-3-696x415.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-3-400x239.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-3-800x477.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-3-1068x637.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-3-704x420.jpg 704w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-3.jpg 1200w\" alt=\"NVIDIA L40S Modeli ve \u0130lk 3\" width=\"696\" height=\"415\" \/><\/a><figcaption class=\"wp-caption-text\">NVIDIA L40S Modeli ve \u0130lk 3<\/figcaption><\/figure>\n<\/div>\n<p>NVIDIA L40S NVIDIA H100 Yapay Zeka Alternatifidir. Biz bu makaleyi yazarken, NVIDIA H100 80GB PCIe, CDW gibi \u00e7evrimi\u00e7i perakendecilerde 32 bin dolard\u0131r ve yakla\u015f\u0131k alt\u0131 ay boyunca \u00f6n sipari\u015fe a\u00e7\u0131lm\u0131\u015ft\u0131r. Anla\u015f\u0131l\u0131r bir \u015fekilde, NVIDIA&#8217;n\u0131n \u00fcst d\u00fczey GPU&#8217;sunun fiyat\u0131 (neredeyse) her \u015feyi yap\u0131yor ve talep de son derece y\u00fcksek.\u00a0NVIDIA, bir\u00e7ok yapay zeka kullan\u0131c\u0131s\u0131 ve kurumda g\u00f6zden ka\u00e7an karma i\u015f y\u00fckleri \u00e7al\u0131\u015ft\u0131ranlar i\u00e7in bir alternatif ortaya \u00e7\u0131kard\u0131, ancak bu \u00e7ok iyi.\u00a0NVIDIA L40S, h\u0131zla yapay zeka alan\u0131nda en iyi saklanan s\u0131r haline gelen grafik odakl\u0131 L40&#8217;\u0131n bir \u00e7e\u015fididir.\u00a0\u015eimdi derinlemesine inceleyelim ve nedenini anlayal\u0131m.<\/p>\n<p>Bize donan\u0131m sa\u011flayarak bu par\u00e7ay\u0131 destekledi\u011fi i\u00e7in Supermicro&#8217;ya te\u015fekk\u00fcr etmek istedik.\u00a0Elde edilmesi zor bir\u00e7ok NVIDIA par\u00e7as\u0131na eri\u015fmemizi sa\u011flad\u0131klar\u0131ndan, bu par\u00e7aya sponsor olduklar\u0131n\u0131 s\u00f6yleyece\u011fiz.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"NVIDIA_A100_NVIDIA_L40S_ve_NVIDIA_H100\"><\/span>NVIDIA A100, NVIDIA L40S ve NVIDIA H100<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u00d6ncelikle, bug\u00fcn ChatGPT gibi temel modelleri e\u011fitmek istiyorsan\u0131z NVIDIA H100 80GB SXM5&#8217;in hala tercih edilen GPU oldu\u011funu s\u00f6yleyerek ba\u015flayal\u0131m.\u00a0Temel model e\u011fitildikten sonra, alana \u00f6zg\u00fc verilere veya \u00e7\u0131kar\u0131mlara dayal\u0131 bir modelin \u00f6zelle\u015ftirilmesi genellikle \u00f6nemli \u00f6l\u00e7\u00fcde daha d\u00fc\u015f\u00fck maliyetli ve daha d\u00fc\u015f\u00fck g\u00fc\u00e7l\u00fc par\u00e7alar \u00fczerinde yap\u0131labilir.<\/p>\n<figure id=\"attachment_60827\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-60827\"><a href=\"https:\/\/www.servethehome.com\/checking-out-the-nvidia-h100-in-our-first-look-at-hopper\/patrick-with-the-nvidia-h100-at-nvidia-hq-april-2022-front-side\/\" rel=\"attachment wp-att-60827\"><img decoding=\"async\" class=\"size-large wp-image-60827 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-Front-Side-752x1024.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-Front-Side-752x1024.jpg 752w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-Front-Side-220x300.jpg 220w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-Front-Side-1128x1536.jpg 1128w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-Front-Side-696x947.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-Front-Side-1068x1454.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-Front-Side-309x420.jpg 309w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-Front-Side.jpg 1437w\" alt=\"Patrick, NVIDIA H100 ile NVIDIA Genel Merkezinde Nisan 2022 \u00d6n Taraf\u0131nda\" width=\"696\" height=\"948\" \/><\/a><figcaption id=\"caption-attachment-60827\" class=\"wp-caption-text\">Patrick, NVIDIA H100 ile NVIDIA Genel Merkezinde Nisan 2022 \u00d6n Taraf\u0131nda<\/figcaption><\/figure>\n<p>G\u00fcn\u00fcm\u00fczde \u00fcst d\u00fczey \u00e7\u0131kar\u0131m i\u00e7in \u00fc\u00e7 ana GPU kullan\u0131l\u0131yor: NVIDIA A100, NVIDIA H100 ve yeni NVIDIA L40S.\u00a0Daha d\u00fc\u015f\u00fck seviye bir \u00e7\u0131kar\u0131m kart\u0131 oldu\u011fu i\u00e7in\u00a0<a href=\"https:\/\/www.servethehome.com\/nvidia-l4-review-the-versatile-ai-inference-card-pny\/\">NVIDIA L4 24GB&#8217;yi<\/a>\u00a0atlayaca\u011f\u0131z .<\/p>\n<figure id=\"attachment_73818\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73818\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/nvidia-h100-l40s-a100-stack-top-1\/\" rel=\"attachment wp-att-73818\"><img decoding=\"async\" class=\"size-large wp-image-73818 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-800x448.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-800x448.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-400x224.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-696x390.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-1068x598.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-750x420.jpg 750w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1.jpg 1200w\" alt=\"NVIDIA H100 L40S A100 Y\u0131\u011f\u0131n \u0130lk 1\" width=\"696\" height=\"390\" \/><\/a><figcaption id=\"caption-attachment-73818\" class=\"wp-caption-text\">NVIDIA H100 L40S A100 Y\u0131\u011f\u0131n \u0130lk 1<\/figcaption><\/figure>\n<p>NVIDIA L40S NVIDIA H100 Yapay Zeka Alternatifidir. NVIDIA A100 ve H100 modelleri, \u015firketin kendi nesillerindeki amiral gemisi GPU&#8217;lar\u0131n\u0131 temel al\u0131yor. SXM mod\u00fclleri yerine PCIe&#8217;yi tart\u0131\u015ft\u0131\u011f\u0131m\u0131z i\u00e7in form fakt\u00f6rleri aras\u0131ndaki en \u00f6nemli iki fark NVLink ve g\u00fc\u00e7 t\u00fcketimidir.\u00a0SXM mod\u00fclleri, daha y\u00fcksek g\u00fc\u00e7 t\u00fcketimi (PCIe versiyonlar\u0131n\u0131n yakla\u015f\u0131k iki kat\u0131) ve \u00e7oklu GPU d\u00fczeneklerinde NVLink ve genellikle NVSwitch topolojileri arac\u0131l\u0131\u011f\u0131yla birbirine ba\u011flanacak \u015fekilde tasarlanm\u0131\u015ft\u0131r.\u00a0<a href=\"https:\/\/www.servethehome.com\/a-look-at-the-liquid-cooled-supermicro-sys-821ge-tnhr-8x-nvidia-h100-ai-server\/\">En yeni Supermicro SYS-821GE-TNHR 8x NVIDIA H100 AI sunucu<\/a>\u00a0par\u00e7am\u0131zda mevcut olan en \u00fcst d\u00fczey sistemlerden birinin bir \u00f6rne\u011fini g\u00f6rebilirsiniz\u00a0.<\/p>\n<p>NVIDIA A100 PCIe,\u00a0<a href=\"https:\/\/www.servethehome.com\/new-nvidia-a100-pcie-add-in-card-launched\/\">2020&#8217;de<\/a>\u00a040 GB model olarak piyasaya s\u00fcr\u00fcld\u00fc ve ard\u0131ndan 2021&#8217;in ortalar\u0131nda \u015firket, teklifi\u00a0<a href=\"https:\/\/www.servethehome.com\/nvidia-a100-80gb-pcie-add-in-card-launched\/\">A100 80 GB PCIe eklenti kart\u0131na<\/a>\u00a0g\u00fcncelledi .\u00a0Y\u0131llar sonra bu kartlar hala pop\u00fclerdir.<\/p>\n<figure id=\"attachment_64181\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-64181\"><a href=\"https:\/\/www.servethehome.com\/the-most-important-server-of-2022-the-gigabyte-ampere-altra-max-and-nvidia-a100\/nvidia-a100-80gb-pcie-1\/\" rel=\"attachment wp-att-64181\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-64181 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/09\/NVIDIA-A100-80GB-PCIe-1.jpg\" sizes=\"(max-width: 800px) 100vw, 800px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/09\/NVIDIA-A100-80GB-PCIe-1.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/09\/NVIDIA-A100-80GB-PCIe-1-400x251.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/09\/NVIDIA-A100-80GB-PCIe-1-696x437.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/09\/NVIDIA-A100-80GB-PCIe-1-669x420.jpg 669w\" alt=\"NVIDIA A100 80GB PCIe 1\" width=\"800\" height=\"502\" \/><\/a><figcaption id=\"caption-attachment-64181\" class=\"wp-caption-text\">NVIDIA A100 80GB PCIe 1<\/figcaption><\/figure>\n<p><a href=\"https:\/\/www.servethehome.com\/checking-out-the-nvidia-h100-in-our-first-look-at-hopper\/\">NVIDIA H100<\/a>\u00a0SXM5 mod\u00fcl\u00fcn\u00fc ilk kez 2022&#8217;nin ba\u015flar\u0131nda\u00a0uygulamaya ba\u015flad\u0131k , ancak PCIe Gen5 CPU&#8217;lar\u0131n kullan\u0131ma sunulmas\u0131yla sistemler 2022&#8217;nin sonlar\u0131nda ve 2023&#8217;\u00fcn ba\u015flar\u0131nda ortaya \u00e7\u0131kmaya ba\u015flad\u0131.<\/p>\n<figure id=\"attachment_60828\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-60828\"><a href=\"https:\/\/www.servethehome.com\/checking-out-the-nvidia-h100-in-our-first-look-at-hopper\/patrick-with-the-nvidia-h100-at-nvidia-hq-april-2022\/\" rel=\"attachment wp-att-60828\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-60828 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022.jpg\" sizes=\"(max-width: 800px) 100vw, 800px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-363x300.jpg 363w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-696x575.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2022\/05\/Patrick-with-the-NVIDIA-H100-at-NVIDIA-HQ-April-2022-508x420.jpg 508w\" alt=\"Patrick, NVIDIA H100 ile NVIDIA Genel Merkezinde Nisan 2022'de\" width=\"800\" height=\"661\" \/><\/a><figcaption id=\"caption-attachment-60828\" class=\"wp-caption-text\">Patrick, NVIDIA H100 ile NVIDIA Genel Merkezinde Nisan 2022&#8217;de<\/figcaption><\/figure>\n<p>NVIDIA\u00a0<a href=\"https:\/\/www.servethehome.com\/nvidia-h100-80gb-pcie-hands-on-cfd-simulation-intel-ice-lake-xeon-edition\/\">H100 PCIe,<\/a>\u00a0ana ak\u0131m sunucular i\u00e7in tasarlanm\u0131\u015f d\u00fc\u015f\u00fck g\u00fc\u00e7l\u00fc H100&#8217;d\u00fcr.\u00a0PCIe kart\u0131n\u0131 d\u00fc\u015f\u00fcnmenin bir yolu, daha d\u00fc\u015f\u00fck performans ama ayn\u0131 zamanda \u00e7ok daha d\u00fc\u015f\u00fck g\u00fc\u00e7 t\u00fcketimi i\u00e7in tasarlanm\u0131\u015f voltaj\/frekans e\u011frisinin farkl\u0131 bir k\u0131sm\u0131nda \u00e7al\u0131\u015fan benzer miktarda silikondur.<\/p>\n<figure id=\"attachment_73819\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73819\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/nvidia-h100-model-and-nvlink-1\/\" rel=\"attachment wp-att-73819\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73819 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-Model-and-NVLink-1-800x503.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-Model-and-NVLink-1-800x503.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-Model-and-NVLink-1-400x251.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-Model-and-NVLink-1-696x437.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-Model-and-NVLink-1-1068x671.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-Model-and-NVLink-1-668x420.jpg 668w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-Model-and-NVLink-1.jpg 1200w\" alt=\"NVIDIA H100 Modeli ve NVLink 1\" width=\"696\" height=\"438\" \/><\/a><figcaption id=\"caption-attachment-73819\" class=\"wp-caption-text\">NVIDIA H100 Modeli ve NVLink 1<\/figcaption><\/figure>\n<p>H100 hatt\u0131nda bile baz\u0131 farkl\u0131l\u0131klar var.\u00a0NVIDIA H100 PCIe hala bir H100&#8217;d\u00fcr, ancak PCIe form fakt\u00f6r\u00fcnde performans\u0131, g\u00fc\u00e7 t\u00fcketimini ve baz\u0131 ara ba\u011flant\u0131lar\u0131 (\u00f6rne\u011fin, NVLink h\u0131zlar\u0131) azaltm\u0131\u015ft\u0131r.<\/p>\n<figure id=\"attachment_73837\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73837\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/nvidia-h100-sxm-pcie-and-nvl-spec-table\/\" rel=\"attachment wp-att-73837\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73837 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-SXM-PCIe-and-NVL-Spec-Table-800x589.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-SXM-PCIe-and-NVL-Spec-Table-800x589.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-SXM-PCIe-and-NVL-Spec-Table-400x294.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-SXM-PCIe-and-NVL-Spec-Table-696x512.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-SXM-PCIe-and-NVL-Spec-Table-1068x786.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-SXM-PCIe-and-NVL-Spec-Table-571x420.jpg 571w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-SXM-PCIe-and-NVL-Spec-Table-80x60.jpg 80w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-SXM-PCIe-and-NVL-Spec-Table.jpg 1375w\" alt=\"NVIDIA H100 SXM PCIe ve NVL Teknik \u00d6zellikler Tablosu\" width=\"696\" height=\"512\" \/><\/a><figcaption id=\"caption-attachment-73837\" class=\"wp-caption-text\">NVIDIA H100 SXM PCIe ve NVL Teknik \u00d6zellikler Tablosu<\/figcaption><\/figure>\n<p>L40S olduk\u00e7a farkl\u0131 bir \u015fey.\u00a0NVIDIA, NVIDIA&#8217;n\u0131n en yeni Ada Lovelace mimarisini kullanan bir veri merkezi g\u00f6rselle\u015ftirme GPU&#8217;su olan temel L40&#8217;\u0131 ald\u0131 ve g\u00f6rselle\u015ftirmeden \u00e7ok yapay zekaya g\u00f6re ayarlanmas\u0131 i\u00e7in ayarlar\u0131 de\u011fi\u015ftirdi.<\/p>\n<figure id=\"attachment_73822\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73822\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/nvidia-l40s-model-and-top-2\/\" rel=\"attachment wp-att-73822\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73822 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-2-800x453.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-2-800x453.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-2-400x227.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-2-696x394.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-2-1068x605.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-2-741x420.jpg 741w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-Model-and-Top-2.jpg 1200w\" alt=\"NVIDIA L40S Modeli ve \u0130lk 2\" width=\"696\" height=\"394\" \/><\/a><figcaption id=\"caption-attachment-73822\" class=\"wp-caption-text\">NVIDIA L40S Modeli ve \u0130lk 2<\/figcaption><\/figure>\n<p>NVIDIA L40S, I\u015f\u0131n \u0130zleme \u00e7ekirdekleri ve DisplayPort \u00e7\u0131k\u0131\u015flar\u0131 ile L40&#8217;\u0131n AV1 deste\u011fine sahip NVENC \/ NVDEC gibi \u00f6zelliklerini korudu\u011fu i\u00e7in b\u00fcy\u00fcleyici bir GPU&#8217;dur.\u00a0Ayn\u0131 zamanda NVIDIA, GPU&#8217;nun AI k\u0131s\u0131mlar\u0131ndaki saatleri y\u00f6nlendirmek i\u00e7in daha fazla g\u00fc\u00e7 aktar\u0131yor.<\/p>\n<figure id=\"attachment_73820\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73820\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/nvidia-l40s-4x-displayport-1\/\" rel=\"attachment wp-att-73820\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73820 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-4x-DisplayPort-1-800x575.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-4x-DisplayPort-1-800x575.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-4x-DisplayPort-1-400x288.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-4x-DisplayPort-1-696x500.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-4x-DisplayPort-1-1068x768.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-4x-DisplayPort-1-584x420.jpg 584w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-4x-DisplayPort-1.jpg 1113w\" alt=\"NVIDIA L40S 4x DisplayPort 1\" width=\"696\" height=\"500\" \/><\/a><figcaption id=\"caption-attachment-73820\" class=\"wp-caption-text\">NVIDIA L40S 4x DisplayPort 1<\/figcaption><\/figure>\n<p>G\u00f6rselle\u015ftirmeyi kolayla\u015ft\u0131rmak i\u00e7in bunu bir grafi\u011fe koyduk.\u00a0NVIDIA&#8217;n\u0131n teknik \u00f6zellikleri bazen NVIDIA kayna\u011f\u0131n\u0131n bir g\u00f6r\u00fcn\u00fcm\u00fcne g\u00f6re bile farkl\u0131l\u0131k g\u00f6sterir, dolay\u0131s\u0131yla bulabildi\u011fimiz en iyi \u015fey bu ve teknik \u00f6zelliklerle ilgili bir g\u00fcncelleme al\u0131rsak onu da g\u00fcncelleyece\u011fiz.\u00a0Ayr\u0131ca , aralar\u0131nda bir NVLink k\u00f6pr\u00fcs\u00fc bulunan iki geli\u015fmi\u015f H100&#8217;\u00fcn bulundu\u011fu\u00a0\u00e7ift kartl\u0131\u00a0<a href=\"https:\/\/www.servethehome.com\/nvidia-h100-nvl-for-high-end-ai-inference-launched\/\">H100 NVL&#8217;yi de dahil ettik; geri kalanlar tek kartken bunu \u00e7ift kartl\u0131 bir \u00e7\u00f6z\u00fcm olarak de\u011ferlendirin.<\/a><\/p>\n<figure id=\"attachment_73787\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73787\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/high-end-nvidia-pcie-ai-gpus-2023-a100-l40-l40s-h100\/\" rel=\"attachment wp-att-73787\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73787 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/High-End-NVIDIA-PCIe-AI-GPUs-2023-A100-L40-L40S-H100-800x485.png\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/High-End-NVIDIA-PCIe-AI-GPUs-2023-A100-L40-L40S-H100-800x485.png 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/High-End-NVIDIA-PCIe-AI-GPUs-2023-A100-L40-L40S-H100-400x242.png 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/High-End-NVIDIA-PCIe-AI-GPUs-2023-A100-L40-L40S-H100-696x422.png 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/High-End-NVIDIA-PCIe-AI-GPUs-2023-A100-L40-L40S-H100-1068x647.png 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/High-End-NVIDIA-PCIe-AI-GPUs-2023-A100-L40-L40S-H100-693x420.png 693w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/High-End-NVIDIA-PCIe-AI-GPUs-2023-A100-L40-L40S-H100.png 1353w\" alt=\"\u00dcst D\u00fczey NVIDIA PCIe AI GPU'lar 2023 A100 L40 L40S H100\" width=\"696\" height=\"422\" \/><\/a><figcaption id=\"caption-attachment-73787\" class=\"wp-caption-text\">\u00dcst Teknoloji NVIDIA PCIe AI GPU&#8217;lar 2023 A100 L40 L40S H100<\/figcaption><\/figure>\n<p>Burada incelemeye de\u011fer birka\u00e7 nokta var:<\/p>\n<ul>\n<li>L40S, L40&#8217;a k\u0131yasla yapay zeka e\u011fitimi ve \u00e7\u0131kar\u0131m\u0131 i\u00e7in b\u00fcy\u00fck \u00f6l\u00e7\u00fcde geli\u015ftirilmi\u015f bir kartt\u0131r, ancak ortak miras kolayca g\u00f6r\u00fclebilir.<\/li>\n<li>Mutlak bellek kapasitesine, bant geni\u015fli\u011fine veya FP64 performans\u0131na ihtiyac\u0131n\u0131z varsa L40 ve L40S uygun kartlar de\u011fildir.\u00a0Bug\u00fcnlerde yapay zeka i\u015f y\u00fcklerinin geleneksel FP64 hesaplamas\u0131n\u0131 devrald\u0131\u011f\u0131 g\u00f6receli pay g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, \u00e7o\u011fu ki\u015fi bu \u00f6d\u00fcnle\u015fimi fazlas\u0131yla kabul edecektir.<\/li>\n<li>L40S, NVIDIA A100&#8217;den \u00f6nemli \u00f6l\u00e7\u00fcde daha az belle\u011fe sahip gibi g\u00f6r\u00fcnebilir ve fiziksel olarak \u00f6yledir, ancak hikayenin tamam\u0131 bu de\u011fil.\u00a0NVIDIA L40S,\u00a0<a href=\"https:\/\/www.servethehome.com\/nvidia-h100-hopper-details-at-hc34-as-it-waits-for-next-gen-cpus\/\">NVIDIA Transformer Engine<\/a>\u00a0ve FP8&#8217;i destekler.\u00a0FP8&#8217;in kullan\u0131lmas\u0131, veri boyutunu b\u00fcy\u00fck \u00f6l\u00e7\u00fcde azalt\u0131r ve bu nedenle, bir FP8 de\u011feri, FP16 de\u011ferine g\u00f6re daha az bellek kullanabilir ve ta\u015f\u0131mak i\u00e7in daha az bellek bant geni\u015fli\u011fi gerektirir.\u00a0NVIDIA, Transformer Engine&#8217;i zorluyor \u00e7\u00fcnk\u00fc H100 de onu destekliyor ve AI par\u00e7alar\u0131n\u0131n maliyetini d\u00fc\u015f\u00fcrmeye veya performans\u0131n\u0131 art\u0131rmaya yard\u0131mc\u0131 oluyor.<\/li>\n<li>L40S&#8217;de g\u00f6rselle\u015ftirme a\u011f\u0131rl\u0131kl\u0131 bir video kodlama\/kod \u00e7\u00f6zme seti bulunurken, H100 kod \u00e7\u00f6zme taraf\u0131na odaklan\u0131r.<\/li>\n<li>NVIDIA H100 daha h\u0131zl\u0131d\u0131r.\u00a0Ayn\u0131 zamanda \u00e7ok daha pahal\u0131ya mal oluyor.\u00a0Bir anlamda, halka a\u00e7\u0131k fiyatlar\u0131 listeleyen CDW&#8217;de H100, bunu yazd\u0131\u011f\u0131m\u0131z s\u0131rada L40S&#8217;nin fiyat\u0131n\u0131n yakla\u015f\u0131k 2,6 kat\u0131 civar\u0131nda.<\/li>\n<li>Bir di\u011fer b\u00fcy\u00fck sorun ise kullan\u0131labilirliktir.\u00a0Bug\u00fcnlerde NVIDIA L40S almak, NVIDIA H100 i\u00e7in s\u0131rada beklemekten \u00e7ok daha h\u0131zl\u0131.<\/li>\n<\/ul>\n<p>\u0130\u015fin s\u0131rr\u0131, AI donan\u0131m taraf\u0131nda ilerlemenin yeni ve yayg\u0131n bir yolunun, model \u00f6zelle\u015ftirme ve \u00e7\u0131kar\u0131m i\u00e7in H100&#8217;\u00fc kullanmamak olmas\u0131d\u0131r.\u00a0Bunun yerine, y\u0131llar \u00f6nce ele ald\u0131\u011f\u0131m\u0131z tan\u0131d\u0131k bir mimariye, yo\u011fun PCIe sunucusuna geri d\u00f6n\u00fc\u015f var.\u00a02017&#8217;de DeepLearning11 yapt\u0131\u011f\u0131m\u0131zda,\u00a0<a href=\"https:\/\/www.servethehome.com\/deeplearning11-10x-nvidia-gtx-1080-ti-single-root-deep-learning-server-part-1\/\">NVIDIA GeForce GTX 1080 Ti&#8217;leri bir sunucuya s\u0131k\u0131\u015ft\u0131ran 10x NVIDIA GTX 1080 Ti Tek K\u00f6kl\u00fc Derin \u00d6\u011frenme Sunucusu,<\/a>\u00a0d\u00fcnyan\u0131n belirli yerlerinde arama\/web hiper \u00f6l\u00e7ekleyicileri gibi b\u00fcy\u00fck \u015firketler i\u00e7in bile tercih edilen mimariydi ve otonom s\u00fcr\u00fc\u015f \u015firketleri.<\/p>\n<figure id=\"attachment_22866\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-22866\"><a href=\"https:\/\/www.servethehome.com\/deeplearning10-the-8x-nvidia-gtx-1080-ti-gpu-monster-part-1\/supermicro-4028gr-tr-red-v-black-nvidia-gtx-1080-ti-8x-gpu\/\" rel=\"attachment wp-att-22866\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-22866 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2017\/06\/Supermicro-4028GR-TR-Red-v-Black-NVIDIA-GTX-1080-Ti-8x-GPU-800x506.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2017\/06\/Supermicro-4028GR-TR-Red-v-Black-NVIDIA-GTX-1080-Ti-8x-GPU.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2017\/06\/Supermicro-4028GR-TR-Red-v-Black-NVIDIA-GTX-1080-Ti-8x-GPU-400x253.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2017\/06\/Supermicro-4028GR-TR-Red-v-Black-NVIDIA-GTX-1080-Ti-8x-GPU-696x440.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2017\/06\/Supermicro-4028GR-TR-Red-v-Black-NVIDIA-GTX-1080-Ti-8x-GPU-664x420.jpg 664w\" alt=\"Supermicro 4028GR TR K\u0131rm\u0131z\u0131 V Siyah NVIDIA GTX 1080 Ti 8x GPU\" width=\"696\" height=\"440\" \/><\/a><figcaption id=\"caption-attachment-22866\" class=\"wp-caption-text\">Supermicro 4028GR TR K\u0131rm\u0131z\u0131 V Siyah NVIDIA GTX 1080 Ti 8x GPU<\/figcaption><\/figure>\n<p>NVIDIA, EULA&#8217;s\u0131n\u0131 bu t\u00fcr bir yap\u0131land\u0131rmay\u0131 yasaklayacak \u015fekilde de\u011fi\u015ftirdi ve yaz\u0131l\u0131m\u0131n\u0131n yapay zeka \u00e7\u0131kar\u0131m\u0131 ve e\u011fitimi i\u00e7in veri merkezi par\u00e7alar\u0131na daha fazla odaklanmas\u0131n\u0131 sa\u011fl\u0131yor; dolay\u0131s\u0131yla art\u0131k i\u015fler farkl\u0131.<\/p>\n<p>2023&#8217;te ayn\u0131 konsepti, NVIDIA L40S versiyonuyla (ve\u00a0<a href=\"https:\/\/www.servethehome.com\/avert-your-eyes-from-the-server-humping-trend-in-the-data-center\/\">sunucu &#8220;\u00e7arp\u0131nmas\u0131&#8221;<\/a>\u00a0olmadan ) d\u00fc\u015f\u00fcn\u00fcn.<\/p>\n<figure id=\"attachment_73824\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73824\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/supermicro-sys-521ge-tnrt-35\/\" rel=\"attachment wp-att-73824\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73824 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-35-800x534.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-35-800x534.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-35-400x267.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-35-696x464.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-35-1068x713.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-35-629x420.jpg 629w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-35.jpg 1199w\" alt=\"Supermicro SYS 521GE TNRT 35\" width=\"696\" height=\"465\" \/><\/a><figcaption id=\"caption-attachment-73824\" class=\"wp-caption-text\">8x NVIDIA L40S Kart Tak\u0131l\u0131 Supermicro SYS-521GE-TNRT<\/figcaption><\/figure>\n<p>L40S sunucular\u0131 sat\u0131n alarak ve H100&#8217;e k\u0131yasla daha d\u00fc\u015f\u00fck maliyetli GPU&#8217;lar alarak benzer performans\u0131 muhtemelen daha d\u00fc\u015f\u00fck bir fiyata elde edebilirsiniz.<\/p>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"Supermicro_SYS-521GE-TNRT_Sunucularinda_NVIDIA_H100_veya_L40S\"><\/span>Supermicro SYS-521GE-TNRT Sunucular\u0131nda NVIDIA H100 veya L40S<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>G\u00fcn\u00fcm\u00fcz sistemlerinde \u00e7ok farkl\u0131 olan \u015fey, onlar\u0131n art\u0131k tam 5U olmas\u0131d\u0131r.\u00a0Bunun nedeni genellikle her GPU, H100 veya L40S&#8217;nin TDP&#8217;sinin 350W olmas\u0131d\u0131r.\u00a0Genellikle bu sistemlerde GPU&#8217;larda yakla\u015f\u0131k 2,8kW i\u00e7in sekiz GPU bulunur.\u00a0Di\u011fer sebep ise iki se\u00e7enek aras\u0131nda bu sistemlerin genellikle 4,3-5kW aral\u0131\u011f\u0131nda g\u00fc\u00e7 kullanmas\u0131d\u0131r.\u00a0Bu da onlar\u0131 208V 30A raf ba\u015f\u0131na tek bir sunucu veya daha y\u00fcksek g\u00fc\u00e7l\u00fc bir rafta birden fazla sunucu i\u00e7in yeterli k\u0131lar.\u00a0Raflardaki g\u00fc\u00e7 ve so\u011futma \u00e7o\u011fu zaman daha b\u00fcy\u00fck s\u0131n\u0131rlay\u0131c\u0131 oldu\u011fundan, modern yapay zeka sunucular\u0131nda yo\u011funluk daha az zorlay\u0131c\u0131d\u0131r.<\/p>\n<figure id=\"attachment_73828\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73828\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/supermicro-sys-521ge-tnrt-7\/\" rel=\"attachment wp-att-73828\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73828 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-800x534.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-800x534.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-400x267.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-696x464.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-1068x713.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-629x420.jpg 629w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7.jpg 1199w\" alt=\"Supermicro SYS 521GE TNRT 7\" width=\"696\" height=\"465\" \/><\/a><figcaption id=\"caption-attachment-73828\" class=\"wp-caption-text\">Supermicro SYS 521GE TNRT 7<\/figcaption><\/figure>\n<p>Bu ekstra 1U alan, GPU&#8217;lar\u0131n daha fazla so\u011futulmas\u0131na olanak tan\u0131r.\u00a0NVIDIA GPU&#8217;lar ve H100 ile L40S de bu yolu izler ve genellikle maksimum nominal g\u00fc\u00e7lerini kullanabilirler, ancak genellikle ortalama olarak nominal g\u00fc\u00e7lerinden daha az\u0131n\u0131 kullan\u0131rlar.<\/p>\n<figure id=\"attachment_73832\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73832\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/supermicro-sys-521ge-tnrt-39\/\" rel=\"attachment wp-att-73832\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73832 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-39-800x534.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-39-800x534.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-39-400x267.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-39-696x464.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-39-1068x713.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-39-629x420.jpg 629w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-39.jpg 1199w\" alt=\"Supermicro SYS 521GE TNRT 39\" width=\"696\" height=\"465\" \/><\/a><figcaption id=\"caption-attachment-73832\" class=\"wp-caption-text\">Supermicro SYS 521GE TNRT 39<\/figcaption><\/figure>\n<p>Supermicro, kasan\u0131n hem Intel Xeon hem de AMD EPYC versiyonlar\u0131na sahiptir.\u00a0Biri 8x NVIDIA H100 GPU&#8217;lu olmak \u00fczere iki Intel Xeon s\u00fcr\u00fcm\u00fc kurduk.<\/p>\n<figure id=\"attachment_73825\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73825\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/supermicro-sys-521ge-tnrt-117\/\" rel=\"attachment wp-att-73825\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73825 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-117-800x534.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-117-800x534.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-117-400x267.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-117-696x464.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-117-1068x713.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-117-629x420.jpg 629w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-117.jpg 1199w\" alt=\"Supermicro SYS 521GE TNRT 117\" width=\"696\" height=\"465\" \/><\/a><figcaption id=\"caption-attachment-73825\" class=\"wp-caption-text\">Supermicro SYS 521GE TNRT 117<\/figcaption><\/figure>\n<p>Ve di\u011feri NVIDIA L40S kartlar\u0131yla.<\/p>\n<figure id=\"attachment_73826\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73826\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/supermicro-sys-521ge-tnrt-118\/\" rel=\"attachment wp-att-73826\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73826 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-118-800x534.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-118-800x534.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-118-400x267.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-118-696x464.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-118-1068x713.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-118-629x420.jpg 629w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-118.jpg 1199w\" alt=\"Supermicro SYS 521GE TNRT 118\" width=\"696\" height=\"465\" \/><\/a><figcaption id=\"caption-attachment-73826\" class=\"wp-caption-text\">Supermicro SYS 521GE TNRT 118<\/figcaption><\/figure>\n<p>Bunlar\u0131n sadece sekiz kartla kuruldu\u011funu g\u00f6r\u00fcyorsunuz, ancak bu sistemler\u00a0bir zamanlar\u00a0<a href=\"https:\/\/www.servethehome.com\/deeplearning11-10x-nvidia-gtx-1080-ti-single-root-deep-learning-server-part-1\/\">DeepLearning11&#8217;de kulland\u0131\u011f\u0131m\u0131z gibi 10&#8217;a kadar \u00f6l\u00e7eklenebilir.<\/a><\/p>\n<figure id=\"attachment_73827\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73827\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/supermicro-sys-521ge-tnrt-96\/\" rel=\"attachment wp-att-73827\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73827 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-96-800x534.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-96-800x534.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-96-400x267.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-96-696x464.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-96-1068x713.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-96-629x420.jpg 629w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-96.jpg 1199w\" alt=\"Supermicro SYS 521GE TNRT 96\" width=\"696\" height=\"465\" \/><\/a><figcaption id=\"caption-attachment-73827\" class=\"wp-caption-text\">Supermicro SYS 521GE TNRT 96<\/figcaption><\/figure>\n<p>PCIe GPU sunucular\u0131nda, GPU&#8217;lar\u0131n nas\u0131l ba\u011fland\u0131\u011f\u0131, NVLink olmadan PCIe anahtar\u0131 \u00fczerinden P2P gibi \u015feyler ve NVIDIA NCCL&#8217;nin i\u015f y\u00fck\u00fcnde ne kadar iyi \u00e7al\u0131\u015ft\u0131\u011f\u0131 a\u00e7\u0131s\u0131ndan \u00f6nemlidir.\u00a0NCCL, i\u015fleri birden fazla GPU&#8217;ya \u00f6l\u00e7eklendirmek i\u00e7in \u00f6nemlidir.\u00a0Supermicro SYS-521GE-TNRT, \u00e7ift k\u00f6k yap\u0131land\u0131rmas\u0131nda PCIe Gen5 anahtarlar\u0131n\u0131 kullan\u0131r.\u00a0GPU kart\u0131ndaki so\u011futucular\u0131n alt\u0131nda iki PCIe anahtar\u0131 g\u00f6r\u00fclebilir ve bu kart, sistemlerdeki anahtarlar ve CPU&#8217;lar aras\u0131nda kablolanm\u0131\u015ft\u0131r.<\/p>\n<figure id=\"attachment_73833\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73833\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/supermicro-sys-521ge-tnrt-63\/\" rel=\"attachment wp-att-73833\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73833 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-63-800x534.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-63-800x534.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-63-400x267.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-63-696x464.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-63-1068x713.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-63-629x420.jpg 629w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-63.jpg 1199w\" alt=\"Supermicro SYS 521GE TNRT 63\" width=\"696\" height=\"465\" \/><\/a><figcaption id=\"caption-attachment-73833\" class=\"wp-caption-text\">Supermicro SYS 521GE TNRT 63<\/figcaption><\/figure>\n<p>NVIDIA H100&#8217;ler, \u00e7iftler halinde NVLink k\u00f6pr\u00fc ba\u011flant\u0131 kartlar\u0131 kullan\u0131larak bu sunucuya kurulabilir.\u00a0L40S&#8217;e bakt\u0131\u011f\u0131m\u0131zda her \u015fey PCIe&#8217;dir.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Performans_Ozeti\"><\/span>Performans \u00d6zeti<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Bu GPU&#8217;larda LLaMA 7B \u00e7\u0131kar\u0131m\u0131n\u0131 \u00e7al\u0131\u015ft\u0131rd\u0131k.\u00a0Onlara eri\u015febildi\u011fimiz \u00e7ok k\u0131sa bir zaman\u0131m\u0131z vard\u0131, bu da ko\u015ftu\u011fumuz \u015feyi s\u0131n\u0131rlad\u0131.\u00a0NVIDIA yapay zeka i\u00e7in \u00e7ok say\u0131da say\u0131 yay\u0131nl\u0131yor; bu nedenle bunlara g\u00f6z atmaktan \u00e7ekinmeyin.\u00a0Bu par\u00e7ay\u0131 zamanla birka\u00e7 tane daha g\u00fcncelleyece\u011fimizi umuyoruz.<\/p>\n<figure id=\"attachment_73834\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73834\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/nvidia-l40s-vs-h100-llama-7b-inference-performance\/\" rel=\"attachment wp-att-73834\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73834 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-vs-H100-LLaMA-7B-Inference-Performance-800x494.png\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-vs-H100-LLaMA-7B-Inference-Performance-800x494.png 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-vs-H100-LLaMA-7B-Inference-Performance-400x247.png 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-vs-H100-LLaMA-7B-Inference-Performance-696x430.png 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-vs-H100-LLaMA-7B-Inference-Performance-1068x660.png 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-vs-H100-LLaMA-7B-Inference-Performance-680x420.png 680w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-vs-H100-LLaMA-7B-Inference-Performance-356x220.png 356w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-L40S-vs-H100-LLaMA-7B-Inference-Performance.png 1327w\" alt=\"NVIDIA L40S ve H100 LLaMA 7B \u00c7\u0131kar\u0131m Performans\u0131\" width=\"696\" height=\"430\" \/><\/a><figcaption id=\"caption-attachment-73834\" class=\"wp-caption-text\">NVIDIA L40S ve H100 LLaMA 7B \u00c7\u0131kar\u0131m Performans\u0131<\/figcaption><\/figure>\n<p><a href=\"https:\/\/developer.nvidia.com\/deep-learning-performance-training-inference\/ai-inference\">Sonu\u00e7lar\u0131m\u0131z\u0131 NVIDIA&#8217;n\u0131n resmi rakamlar\u0131yla<\/a>\u00a0kar\u015f\u0131la\u015ft\u0131rd\u0131k\u00a0.\u00a0Resmi sonu\u00e7lara g\u00f6re NVIDIA, PCIe s\u00fcr\u00fcm\u00fcn\u00fc de\u011fil H100 SXM5&#8217;i kullan\u0131yor, ancak SXM5 s\u00fcr\u00fcm\u00fcn\u00fcn PCIe s\u00fcr\u00fcm\u00fcnden yakla\u015f\u0131k %25 daha h\u0131zl\u0131 oldu\u011fu (ancak i\u015f y\u00fck\u00fcne g\u00f6re de\u011fi\u015fir) \u015feklinde bir genel kural kullan\u0131yoruz ve sanki biz Basketbol sahas\u0131nday\u0131z.<\/p>\n<p>Bu bizi \u015fu a\u00e7\u0131k noktaya getiriyor: H100 daha h\u0131zl\u0131ysa neden L40S?\u00a0\u0130nsanlar\u0131n bunlar\u0131 da\u011f\u0131tmas\u0131n\u0131n nedeni, \u00f6zellikle FP8 kullan\u0131ld\u0131\u011f\u0131nda, A100 ile, hatta FP16 kullanan SXM s\u00fcr\u00fcm\u00fcyle bile rekabet edebilmek i\u00e7in 48 GB&#8217;\u0131n yeterli bellek olmas\u0131.\u00a0\u00d6te yandan, genel olarak H100 PCIe&#8217;nin L40S&#8217;den 2,0-2,7 kat daha h\u0131zl\u0131 oldu\u011funu g\u00f6r\u00fcyoruz, ancak fiyat\u0131 da 2,6 kat daha y\u00fcksek.\u00a0L40S, H100&#8217;den \u00e7ok daha erken bir zamanda sat\u0131\u015fa sunulacak ve baz\u0131 anla\u015fma fiyatlar\u0131, L40S&#8217;yi H100 ile daha da rekabet\u00e7i bir seviyeye getirerek teraziyi L40S lehine daha da de\u011fi\u015ftiriyor.<\/p>\n<figure id=\"attachment_73813\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73813\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/patrick-with-nvidia-h100-and-l40s-1\/\" rel=\"attachment wp-att-73813\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73813 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Patrick-with-NVIDIA-H100-and-L40S-1-800x506.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Patrick-with-NVIDIA-H100-and-L40S-1-800x506.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Patrick-with-NVIDIA-H100-and-L40S-1-400x253.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Patrick-with-NVIDIA-H100-and-L40S-1-696x440.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Patrick-with-NVIDIA-H100-and-L40S-1-1068x676.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Patrick-with-NVIDIA-H100-and-L40S-1-664x420.jpg 664w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Patrick-with-NVIDIA-H100-and-L40S-1.jpg 1200w\" alt=\"Patrick, NVIDIA H100 ve L40S 1 ile\" width=\"696\" height=\"440\" \/><\/a><figcaption id=\"caption-attachment-73813\" class=\"wp-caption-text\">Patrick, NVIDIA H100 ve L40S 1 ile<\/figcaption><\/figure>\n<p>Birka\u00e7 uyar\u0131 var.\u00a010.000&#8217;den fazla GPU da\u011f\u0131t\u0131yorsan\u0131z NVIDIA, NVSwitch ve di\u011fer teknolojilerle Delta Next platformlar\u0131nda yaln\u0131zca H100&#8217;e de\u011fil ayn\u0131 zamanda H100 SXM5&#8217;e de odaklan\u0131yor.\u00a0Bunu NVIDIA&#8217;ya sorduk ve \u00f6rne\u011fin &#8220;yaln\u0131zca&#8221; 4000 GPU (muhtemelen ~50 milyon ABD Dolar\u0131 + donan\u0131m) da\u011f\u0131t\u0131yorsan\u0131z, L40S tercih edilecek \u00e7\u00f6z\u00fcmd\u00fcr.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"NVIDIA_L40S_ve_H100_ile_Ilgili_Diger_Hususlar\"><\/span>NVIDIA L40S ve H100 ile \u0130lgili Di\u011fer Hususlar<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>L40S&#8217;de dikkate al\u0131nmas\u0131 gereken ba\u015fka hususlar da vard\u0131r.\u00a0<a href=\"https:\/\/docs.nvidia.com\/grid\/gpus-supported-by-vgpu.html\">Birincisi, NVIDIA Virtual GPU<\/a>\u00a0vGPU 16.1&#8217;i desteklemesi\u00a0, oysa H100 hala yaln\u0131zca vGPU 15 ile destekleniyor. NVIDIA, AI yongalar\u0131n\u0131 vGPU deste\u011fi taraf\u0131ndan biraz ay\u0131r\u0131yor.<\/p>\n<figure id=\"attachment_73835\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73835\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/nvidia-virtual-gpu-software-supported-gpus-as-of-2023-10-31\/\" rel=\"attachment wp-att-73835\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73835 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-Virtual-GPU-Software-Supported-GPUs-as-of-2023-10-31-800x692.png\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-Virtual-GPU-Software-Supported-GPUs-as-of-2023-10-31-800x692.png 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-Virtual-GPU-Software-Supported-GPUs-as-of-2023-10-31-347x300.png 347w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-Virtual-GPU-Software-Supported-GPUs-as-of-2023-10-31-1536x1329.png 1536w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-Virtual-GPU-Software-Supported-GPUs-as-of-2023-10-31-696x602.png 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-Virtual-GPU-Software-Supported-GPUs-as-of-2023-10-31-1068x924.png 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-Virtual-GPU-Software-Supported-GPUs-as-of-2023-10-31-486x420.png 486w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-Virtual-GPU-Software-Supported-GPUs-as-of-2023-10-31-534x462.png 534w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-Virtual-GPU-Software-Supported-GPUs-as-of-2023-10-31.png 1755w\" alt=\"2023 \u0130tibar\u0131yla NVIDIA Sanal GPU Yaz\u0131l\u0131m\u0131n\u0131n Destekledi\u011fi GPU'lar 10 31\" width=\"696\" height=\"602\" \/><\/a><figcaption id=\"caption-attachment-73835\" class=\"wp-caption-text\">2023 \u0130tibar\u0131yla NVIDIA Sanal GPU Yaz\u0131l\u0131m\u0131n\u0131n Destekledi\u011fi GPU&#8217;lar 10 31<\/figcaption><\/figure>\n<p>Bir t\u00fcr GPU makinesini da\u011f\u0131tmak ve ard\u0131ndan farkl\u0131 t\u00fcrdeki i\u015f y\u00fcklerini \u00e7al\u0131\u015ft\u0131rabilmek isteyenler i\u00e7in L40S gibi bir \u015fey mant\u0131kl\u0131 olacakt\u0131r.\u00a0Ayr\u0131ca g\u00f6rselle\u015ftirme k\u00f6kleri g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, AV1 deste\u011fine ve RT \u00e7ekirdeklerine sahip NVIDIA video kodlama motorlar\u0131na da sahiptir.<\/p>\n<figure id=\"attachment_73828\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73828\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/supermicro-sys-521ge-tnrt-7\/\" rel=\"attachment wp-att-73828\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73828 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-800x534.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-800x534.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-400x267.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-696x464.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-1068x713.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7-629x420.jpg 629w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-7.jpg 1199w\" alt=\"Supermicro SYS 521GE TNRT 7\" width=\"696\" height=\"465\" \/><\/a><figcaption id=\"caption-attachment-73828\" class=\"wp-caption-text\">Supermicro SYS 521GE TNRT 7<\/figcaption><\/figure>\n<p>L40S&#8217;in desteklemedi\u011fi bir \u00f6zellik var, o da MIG.\u00a0MIG&#8217;e daha \u00f6nce bakm\u0131\u015ft\u0131k ancak bu, H100&#8217;\u00fcn farkl\u0131 boyutlarda 7 b\u00f6l\u00fcme kadar b\u00f6l\u00fcnmesine olanak tan\u0131yor.\u00a0Bu \u00e7o\u011funlukla H100 GPU&#8217;yu genel bulutlara b\u00f6lmek ve b\u00f6ylece GPU kaynaklar\u0131n\u0131n m\u00fc\u015fteriler aras\u0131nda payla\u015f\u0131labilmesi i\u00e7in kullan\u0131\u015fl\u0131d\u0131r.\u00a0Bir kurulu\u015f i\u00e7in bu genellikle daha d\u00fc\u015f\u00fck heyecan verici bir \u00f6zelliktir.<\/p>\n<figure id=\"attachment_55174\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-55174\"><a href=\"https:\/\/www.servethehome.com\/dell-emc-poweredge-xe8545-review-amd-epyc-and-nvidia-redstone-server\/nvidia-a100-40gb-split-to-two-mig-instances\/\" rel=\"attachment wp-att-55174\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-55174 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2021\/08\/NVIDIA-A100-40GB-Split-to-Two-MIG-Instances.jpg\" sizes=\"(max-width: 666px) 100vw, 666px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2021\/08\/NVIDIA-A100-40GB-Split-to-Two-MIG-Instances.jpg 666w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2021\/08\/NVIDIA-A100-40GB-Split-to-Two-MIG-Instances-400x300.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2021\/08\/NVIDIA-A100-40GB-Split-to-Two-MIG-Instances-562x420.jpg 562w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2021\/08\/NVIDIA-A100-40GB-Split-to-Two-MIG-Instances-80x60.jpg 80w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2021\/08\/NVIDIA-A100-40GB-Split-to-Two-MIG-Instances-265x198.jpg 265w\" alt=\"NVIDIA A100 40 GB \u0130ki MIG \u00d6rne\u011fine Ayr\u0131ld\u0131\" width=\"666\" height=\"498\" \/><\/a><figcaption id=\"caption-attachment-55174\" class=\"wp-caption-text\">NVIDIA A100 40 GB \u0130ki MIG \u00d6rne\u011fine Ayr\u0131ld\u0131<\/figcaption><\/figure>\n<p>Ayr\u0131ca, L40S&#8217;nin konu\u015fland\u0131r\u0131lmas\u0131, SXM5 sistemlerinin g\u00fcc\u00fcn\u00fcn yar\u0131s\u0131 kadar olan daha d\u00fc\u015f\u00fck bir g\u00fc\u00e7 meselesidir.\u00a0Bu, \u00f6l\u00e7e\u011fini geni\u015fletmek isteyen ancak her raf i\u00e7in b\u00fcy\u00fck g\u00fc\u00e7 b\u00fct\u00e7eleri olmayanlar i\u00e7in onu \u00e7ok \u00e7ekici k\u0131l\u0131yor.<\/p>\n<figure id=\"attachment_73836\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73836\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/supermicro-sys-521ge-tnrt-49\/\" rel=\"attachment wp-att-73836\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-73836 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-49-800x534.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-49-800x534.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-49-400x267.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-49-696x464.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-49-1068x713.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-49-629x420.jpg 629w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/Supermicro-SYS-521GE-TNRT-49.jpg 1199w\" alt=\"Supermicro SYS 521GE TNRT 49\" width=\"696\" height=\"465\" \/><\/a><figcaption id=\"caption-attachment-73836\" class=\"wp-caption-text\">NVIDIA L40S ile Supermicro SYS 521GE TNRT<\/figcaption><\/figure>\n<p>Sonu\u00e7 olarak L40S, H100 kadar h\u0131zl\u0131 de\u011fildir, ancak NVIDIA&#8217;n\u0131n FP8 ve Transformer Engine deste\u011fiyle, bir\u00e7ok ki\u015fi i\u00e7in H100&#8217;den daha kullan\u0131labilir ve da\u011f\u0131t\u0131m\u0131 daha kolay olan ve genellikle daha d\u00fc\u015f\u00fck maliyetli bir se\u00e7enektir. maliyet.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Son_sozler\"><\/span>Son s\u00f6zler<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>NVIDIA H100 PCIe ve L40S kar\u015f\u0131la\u015ft\u0131rmas\u0131 ve neden her iki s\u00fcr\u00fcm\u00fcn de kullan\u0131lmas\u0131 gerekti\u011fi konusunda pek \u00e7ok zay\u0131f bilgi var.\u00a0Umar\u0131m bu, bunu daha b\u00fcy\u00fck \u00f6l\u00e7\u00fcde a\u00e7\u0131kl\u0131\u011fa kavu\u015fturmaya yard\u0131mc\u0131 olur.\u00a0Bizim i\u00e7in L40S ucuz gelmiyor ama bize yapay zekada yap\u0131lacak \u015feyin sunucularda daha d\u00fc\u015f\u00fck maliyetli NVIDIA GPU&#8217;lar kullan\u0131p daha sonra daha fazlas\u0131n\u0131 kullanmak oldu\u011fu 6+ y\u0131l \u00f6ncesini hat\u0131rlat\u0131yor.\u00a0NVIDIA, L40S&#8217;yi ve birka\u00e7 bine kadar GPU&#8217;yu destekleyen resmi olarak onaylanm\u0131\u015f bir mimariyi kullanan bu modele yeniden sahip.<\/p>\n<figure id=\"attachment_73818\" class=\"wp-caption alignnone\" aria-describedby=\"caption-attachment-73818\"><a href=\"https:\/\/www.servethehome.com\/nvidia-l40s-is-the-nvidia-h100-ai-alternative-with-a-big-benefit\/nvidia-h100-l40s-a100-stack-top-1\/\" rel=\"attachment wp-att-73818\"><img decoding=\"async\" class=\"size-large wp-image-73818 td-animation-stack-type0-2\" src=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-800x448.jpg\" sizes=\"(max-width: 696px) 100vw, 696px\" srcset=\"https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-800x448.jpg 800w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-400x224.jpg 400w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-696x390.jpg 696w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-1068x598.jpg 1068w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1-750x420.jpg 750w, https:\/\/www.servethehome.com\/wp-content\/uploads\/2023\/10\/NVIDIA-H100-L40S-A100-Stack-Top-1.jpg 1200w\" alt=\"NVIDIA H100 L40S A100 Y\u0131\u011f\u0131n \u0130lk 1\" width=\"696\" height=\"390\" \/><\/a><figcaption id=\"caption-attachment-73818\" class=\"wp-caption-text\">NVIDIA H100 L40S A100 Y\u0131\u011f\u0131n \u0130lk 1<\/figcaption><\/figure>\n<p>Bunu destekledikleri i\u00e7in Supermicro ve NVIDIA&#8217;ya k\u0131sa bir te\u015fekk\u00fcr ederiz.\u00a0Bu, hala NVIDIA olan iyi bir H100 alternatif mimarisinin ne oldu\u011fuyla birlikte kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z bir soru gibi g\u00f6r\u00fcn\u00fcyor.\u00a0L40S ger\u00e7ekten bir\u00e7ok m\u00fc\u015fterinin yan\u0131t\u0131d\u0131r.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>NVIDIA L40S NVIDIA H100 Yapay Zeka Alternatifidir NVIDIA L40S Modeli ve \u0130lk 3 NVIDIA L40S NVIDIA H100 Yapay Zeka Alternatifidir.<\/p>\n","protected":false},"author":4,"featured_media":1432,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[255],"tags":[340,339,338,234,230],"class_list":["post-1431","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gpu","tag-a100","tag-h100","tag-l40s","tag-nvidia","tag-yapay-zeka"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NVIDIA L40S NVIDIA H100 Yapay Zeka 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