{"id":1860,"date":"2024-06-04T18:10:39","date_gmt":"2024-06-04T15:10:39","guid":{"rendered":"https:\/\/supermicrosunucu.com\/blog\/?p=1860"},"modified":"2024-06-04T18:13:49","modified_gmt":"2024-06-04T15:13:49","slug":"supermicro-amd-epyc-gpu-sunuculari","status":"publish","type":"post","link":"https:\/\/supermicrosunucu.com\/blog\/supermicro-amd-epyc-gpu-sunuculari.html","title":{"rendered":"Supermicro AMD EPYC GPU Sunucular\u0131"},"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\/supermicro-amd-epyc-gpu-sunuculari.html\/#Supermicro_4U_AMD_EPYC_GPU_Sunuculari_Yapay_Zeka_Esnekligi_Sunuyor_AS-4125GS-TNRT\" title=\"Supermicro 4U AMD EPYC GPU Sunucular\u0131 Yapay Zeka Esnekli\u011fi Sunuyor (AS-4125GS-TNRT)\">Supermicro 4U AMD EPYC GPU Sunucular\u0131 Yapay Zeka Esnekli\u011fi Sunuyor (AS-4125GS-TNRT)<\/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\/supermicro-amd-epyc-gpu-sunuculari.html\/#Supermicro_AS-4125GS-TNRT_Ozellikleri\" title=\"Supermicro AS-4125GS-TNRT \u00d6zellikleri\">Supermicro AS-4125GS-TNRT \u00d6zellikleri<\/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-amd-epyc-gpu-sunuculari.html\/#Supermicro_AS-4125GS-TNRT_Yapilandirmayi_Inceleme\" title=\"Supermicro AS-4125GS-TNRT Yap\u0131land\u0131rmay\u0131 \u0130nceleme\">Supermicro AS-4125GS-TNRT Yap\u0131land\u0131rmay\u0131 \u0130nceleme<\/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-amd-epyc-gpu-sunuculari.html\/#Supermicro_AS-4125GS-TNRT_GPU_Testi\" title=\"Supermicro AS-4125GS-TNRT GPU Testi\">Supermicro AS-4125GS-TNRT GPU Testi<\/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-amd-epyc-gpu-sunuculari.html\/#Cozum\" title=\"\u00c7\u00f6z\u00fcm\">\u00c7\u00f6z\u00fcm<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1 class=\"post-title single-post-title entry-title\"><span class=\"ez-toc-section\" id=\"Supermicro_4U_AMD_EPYC_GPU_Sunuculari_Yapay_Zeka_Esnekligi_Sunuyor_AS-4125GS-TNRT\"><\/span><span>Supermicro 4U AMD EPYC GPU Sunucular\u0131 Yapay Zeka Esnekli\u011fi Sunuyor (AS-4125GS-TNRT)<\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<div class=\"post-box-meta-single\"><\/div>\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-128432\">Supermicro\u00a0<\/span><span id=\"more-128432\"> AMD EPYC GPU Sunucular\u0131 yapay zeka esnekli\u011fi sunuyor.<\/span><span>\u00a0Bug\u00fcn, iki AMD EPYC 9004 Serisi CPU&#8217;yu, PCIe Gen5&#8217;i ve sekiz adet \u00e7ift geni\u015flikli veya 12 adet tek geni\u015flikli ek GPU kart\u0131 se\u00e7ene\u011fini destekleyen nispeten yeni 4U hava so\u011futmal\u0131 GPU sunucusuna bak\u0131yoruz. Supermicro, bu sunucular\u0131n Intel tabanl\u0131 \u00e7e\u015fitlerini de sunarken, AMD tabanl\u0131 AS-4125GS-TNRT ailesi, bu s\u0131n\u0131ftaki NVIDIA H100 ve AMD Instinct Mi210 GPU&#8217;lar\u0131 destekleyen tek sunuculard\u0131r.<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-medium wp-image-1861\" src=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-GPU-Server-H100-1-1024x590-1-300x173.jpg\" alt=\"\" width=\"300\" height=\"173\" srcset=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-GPU-Server-H100-1-1024x590-1-300x173.jpg 300w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-GPU-Server-H100-1-1024x590-1-768x443.jpg 768w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-GPU-Server-H100-1-1024x590-1.jpg 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p><span>Supermicro AS-4125GS-TNRT GPU sunucusu, yerle\u015fik 10GbE a\u011f ba\u011flant\u0131s\u0131, bant d\u0131\u015f\u0131 y\u00f6netim, 9 FHFL PCIe Gen5 yuvas\u0131, d\u00f6rd\u00fc NVMe ve geri kalan\u0131 SATA\/SAS olmak \u00fczere 24 2,5\u2033 yuva gibi birka\u00e7 donan\u0131m \u00f6zelli\u011fine daha sahiptir. Ayr\u0131ca 4x yedekli titanyum d\u00fczeyinde 2000W g\u00fc\u00e7 kaynaklar\u0131 da bulunmaktad\u0131r. Anakartta \u00f6ny\u00fckleme i\u00e7in tek bir M.2 NVMe yuvas\u0131 bulunur.<\/span><\/p>\n<p><span>Bu yolda \u00e7ok ileri gitmeden \u00f6nce, Supermicro&#8217;nun AS-4125GS-TNRT sunucu yap\u0131land\u0131rmas\u0131n\u0131n iki \u00e7e\u015fidini daha sundu\u011funu belirtmekte fayda var. Ayn\u0131 anakart\u0131 kullanmalar\u0131na ra\u011fmen AS-4125GS-TNRT1, 10 adede kadar \u00e7ift geni\u015flikli GPU&#8217;yu ve 8 NVMe SSD yuvas\u0131n\u0131 destekleyen PCIe anahtar\u0131na sahip tek soketli bir yap\u0131land\u0131rmad\u0131r. AS -4125GS-TNRT2, yine PCIe anahtar\u0131yla a\u015fa\u011f\u0131 yukar\u0131 ayn\u0131 olan \u00e7ift i\u015flemcili bir konfig\u00fcrasyondur.<\/span><\/p>\n<p><span>Yap\u0131land\u0131rma ne olursa olsun, Supermicro AS-4125GS-TNRT, tasar\u0131m\u0131 ve PCIe anahtar\u0131yla model se\u00e7ebilme yetene\u011fi sayesinde inan\u0131lmaz derecede esnektir. Bu tarz GPU sunucusu pop\u00fclerdir \u00e7\u00fcnk\u00fc kurulu\u015flar\u0131n k\u00fc\u00e7\u00fckten ba\u015flay\u0131p geni\u015fletmelerine, farkl\u0131 ihtiya\u00e7lar i\u00e7in GPU&#8217;lar\u0131 kar\u0131\u015ft\u0131r\u0131p e\u015fle\u015ftirmelerine veya istedikleri herhangi bir \u015feyi yapmalar\u0131na olanak tan\u0131r. Soketli GPU sistemleri, b\u00fcy\u00fck yapay zeka i\u015f y\u00fckleri i\u00e7in GPU&#8217;lar\u0131 daha iyi bir araya getirme olana\u011f\u0131 sa\u011flar, ancak i\u015f y\u00fck\u00fc esnekli\u011fi a\u00e7\u0131s\u0131ndan eklenti kart sistemlerine rakip olamaz.<\/span><\/p>\n<div id=\"attachment_128439\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"alignnone size-medium wp-image-1862\" src=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-AS-4125GS-TNRT-GPU-1024x625-1-300x183.jpg\" alt=\"\" width=\"300\" height=\"183\" srcset=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-AS-4125GS-TNRT-GPU-1024x625-1-300x183.jpg 300w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-AS-4125GS-TNRT-GPU-1024x625-1-768x469.jpg 768w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-AS-4125GS-TNRT-GPU-1024x625-1.jpg 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p id=\"caption-attachment-128439\" class=\"wp-caption-text\"><span>SC23&#8217;ten AMD ve NVIDIA GPU&#8217;lara sahip Supermicro AS-4125GS-TNRT<\/span><\/p>\n<\/div>\n<p><span>Dahas\u0131, bu baz\u0131lar\u0131na k\u00fcf\u00fcr gibi gelse de, Supermicro eklenti kart\u0131 GPU sunucular\u0131, ayn\u0131 kutuda AMD ve NVIDIA kartlar\u0131yla bile kullan\u0131labilir! Diyeceksiniz ama pek \u00e7ok m\u00fc\u015fteri baz\u0131 i\u015f y\u00fcklerinin Instinct&#8217;i, di\u011fer i\u015f y\u00fcklerinin ise NVIDIA GPU&#8217;yu tercih etti\u011fini fark etti. Son olarak, her ne kadar t\u0131ka basa doldurulmu\u015f GPU sunucular\u0131na g\u00f6re daha az pop\u00fcler olsa da, bu yuvalar\u0131n yaln\u0131zca PCIe yuvalar\u0131 oldu\u011funu belirtmekte fayda var; M\u00fc\u015fterilerin bu donan\u0131mda FPGA&#8217;leri, DPU&#8217;lar\u0131 veya ba\u015fka bir t\u00fcr h\u0131zland\u0131r\u0131c\u0131y\u0131 tercih edebilece\u011fi senaryolar\u0131 hayal etmek mant\u0131ks\u0131z de\u011fil. Yine esneklik bu tasar\u0131m\u0131n en \u00f6nemli faydas\u0131d\u0131r.<\/span><\/p>\n<p><span>\u0130nceleme ama\u00e7lar\u0131m\u0131z do\u011frultusunda, Supermicro AS-4125GS-TNRT, CPU, DRAM, depolama ve tabii ki GPU&#8217;lar\u0131 eklememize haz\u0131r, barebone olarak geldi. Bu inceleme i\u00e7in 4x NVIDIA H100 GPU \u00f6d\u00fcn\u00e7 almak \u00fczere Supermicro ile \u00e7al\u0131\u015ft\u0131k.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Supermicro_AS-4125GS-TNRT_Ozellikleri\"><\/span><span>Supermicro AS-4125GS-TNRT \u00d6zellikleri<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<table>\n<thead>\n<tr>\n<td colspan=\"2\"><strong><span>\u00d6zellikler<\/span><\/strong><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong><span>\u0130\u015flemci<\/span><\/strong><\/td>\n<td><span>Her Biri 128C \/ 256T&#8217;ye kadar \u00c7ift Soketli SP5 CPU&#8217;lar<\/span><\/td>\n<\/tr>\n<tr>\n<td><strong><span>Haf\u0131za<\/span><\/strong><\/td>\n<td><span>24x&#8217;e kadar 256 GB 4800 MHz ECC DDR5 RDIMM\/LRDIMM\u00a0<\/span><em><span>(Toplam 6 TB Bellek)<\/span><\/em><\/td>\n<\/tr>\n<tr>\n<td><strong><span>GPU<\/span><\/strong><\/td>\n<td>\n<ul>\n<li><span>8&#8217;e kadar \u00c7ift geni\u015flikli veya 12&#8217;ye kadar Tek Geni\u015flikli GPU.<\/span><\/li>\n<li><span>AMD MI210 ve NVIDIA H100&#8217;\u00fc destekler<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td><strong><span>Geni\u015fleme yuvalar\u0131<\/span><\/strong><\/td>\n<td><span>9x PCIE 5.0 x16 FHFL Yuvas\u0131<\/span><\/td>\n<\/tr>\n<tr>\n<td><strong><span>G\u00fc\u00e7 kaynaklar\u0131<\/span><\/strong><\/td>\n<td><span>4x 2000W Yedekli G\u00fc\u00e7 Kayna\u011f\u0131<\/span><\/td>\n<\/tr>\n<tr>\n<td><strong><span>A\u011f olu\u015fturma<\/span><\/strong><\/td>\n<td><span>2x 10GbE<\/span><\/td>\n<\/tr>\n<tr>\n<td><strong><span>Depolamak<\/span><\/strong><\/td>\n<td>\n<ul>\n<li><span>1 adet M.2 NVME<\/span><\/li>\n<li><span>24x 2,5&#8243; \u00e7al\u0131\u015f\u0131rken de\u011fi\u015ftirilebilir NVMe\/SATA\/SAS s\u00fcr\u00fcc\u00fc b\u00f6lmeleri (4x 2,5&#8243; NVMe ayr\u0131lm\u0131\u015f)<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td><strong><span>Anakart<\/span><\/strong><\/td>\n<td><span>S\u00fcper H13DSG-O-CPU<\/span><\/td>\n<\/tr>\n<tr>\n<td><strong><span>Y\u00f6netmek<\/span><\/strong><\/td>\n<td>\n<ul>\n<li><span>IPMI 2.0<\/span><\/li>\n<li><span>\u00d6zel LAN&#8217;l\u0131 KVM<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td><strong><span>G\u00fcvenlik<\/span><\/strong><\/td>\n<td>\n<ul>\n<li><span>TPM 2.0<\/span><\/li>\n<li><span>Silikon RoT-NIST 800-193 Uyumlu<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td><strong><span>\u015easi Boyutu<\/span><\/strong><\/td>\n<td><span>4U<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"Supermicro_AS-4125GS-TNRT_Yapilandirmayi_Inceleme\"><\/span><span>Supermicro AS-4125GS-TNRT Yap\u0131land\u0131rmay\u0131 \u0130nceleme<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span>Sistemimizi Supermicro&#8217;dan barebone olarak yap\u0131land\u0131rd\u0131k, ancak onlar bunu b\u00fcy\u00fck \u00f6l\u00e7\u00fcde yap\u0131land\u0131r\u0131lm\u0131\u015f bir sistem olarak sat\u0131yorlar. Laboratuvara vard\u0131\u011f\u0131m\u0131zda yapt\u0131\u011f\u0131m\u0131z ilk \u015fey onu bir \u00e7ift AMD EPYC 9374F 32c 64t CPU ile doldurmak oldu. Bunlar, y\u00fcksek saat h\u0131zlar\u0131 ve sayg\u0131n \u00e7ok \u00e7ekirdekli performanslar\u0131 nedeniyle se\u00e7ildi.<\/span><\/p>\n<p><span>H\u0131zland\u0131r\u0131c\u0131lar i\u00e7in, eski Intel Phi Yard\u0131mc\u0131 \u0130\u015flemcilerinden en yeni H100 PCIe kartlar\u0131na ve \u00fcst seviye RTX 6000 i\u015f istasyonu GPU&#8217;lar\u0131na kadar geni\u015f bir yelpazede se\u00e7im yapabilece\u011fimiz olduk\u00e7a fazla \u00fcr\u00fcn\u00fcm\u00fcz vard\u0131. Ham hesaplama g\u00fcc\u00fcn\u00fc verimlilik ve \u00e7ok y\u00f6nl\u00fcl\u00fckle dengelemeyi ama\u00e7lad\u0131k. Sonu\u00e7ta d\u00f6rt adet NVIDIA RTX A6000 GPU ile ba\u015flamaya ve ard\u0131ndan ilk testlerimiz i\u00e7in d\u00f6rt adet NVIDIA H100 PCIe kart\u0131na ge\u00e7meye karar verdik. Bu kombinasyon Supermicro platformunun esnekli\u011fini ve NVIDIA h\u0131zland\u0131r\u0131c\u0131 kartlar\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p><span>\u00d6ncelikle grafik a\u011f\u0131rl\u0131kl\u0131 i\u015f y\u00fcklerinde performans i\u00e7in tasarlanan RTX A6000, Ampere mimarisiyle yapay zeka ve HPC uygulamalar\u0131nda da \u00f6ne \u00e7\u0131k\u0131yor. 48 GB GDDR6 bellek sunarak b\u00fcy\u00fck veri k\u00fcmelerinin ve karma\u015f\u0131k sim\u00fclasyonlar\u0131n i\u015flenmesi i\u00e7in idealdir. 10.752 CUDA ve 336 Tensor \u00e7ekirde\u011fi, yapay zeka ve derin \u00f6\u011frenme testlerimiz i\u00e7in \u00e7ok \u00f6nemli olan h\u0131zland\u0131r\u0131lm\u0131\u015f hesaplamay\u0131 m\u00fcmk\u00fcn k\u0131l\u0131yor.<\/span><\/p>\n<p><span>\u00d6te yandan NVIDIA H100 PCIe kartlar\u0131, \u00f6ncelikle yapay zeka i\u015f y\u00fckleri i\u00e7in tasarlanan Hopper mimarisi serisinin en yeni nakliye kartlar\u0131d\u0131r. Her kartta etkileyici 80 milyar transist\u00f6r, 80 GB HBM3 bellek ve GPT-4 gibi yapay zeka modelleri i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f \u00e7\u0131\u011f\u0131r a\u00e7an Transformer Engine bulunuyor. H100&#8217;\u00fcn 4. nesil Tens\u00f6r \u00c7ekirdekleri ve DPX talimatlar\u0131, yapay zeka \u00e7\u0131kar\u0131m\u0131n\u0131 ve e\u011fitim g\u00f6revlerini \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131r\u0131r.<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-1863\" src=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-GPU-Server-H100-2-1024x550-1-300x161.jpg\" alt=\"\" width=\"300\" height=\"161\" srcset=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-GPU-Server-H100-2-1024x550-1-300x161.jpg 300w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-GPU-Server-H100-2-1024x550-1-768x413.jpg 768w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-Supermicro-GPU-Server-H100-2-1024x550-1.jpg 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p><span>Bu GPU&#8217;lar\u0131 Supermicro barebone sistemimize entegre ederek, bu \u00fcst d\u00fczey bile\u015fenlerden \u00f6nemli miktarda g\u00fc\u00e7 \u00e7ekimi ve \u0131s\u0131 \u00fcretimi g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, optimum termal y\u00f6netim ve g\u00fc\u00e7 da\u011f\u0131t\u0131m\u0131n\u0131 sa\u011flamaya odakland\u0131k. Supermicro \u015fasisi, resmi olarak b\u00f6yle bir konfig\u00fcrasyonu desteklemese de kurulumumuza uyum sa\u011flayacak kadar \u00e7ok y\u00f6nl\u00fc oldu\u011funu kan\u0131tlad\u0131. A6000&#8217;lerin termallerini kontrol alt\u0131nda tutmak i\u00e7in, sincap kafesli fan tasar\u0131m\u0131ndan dolay\u0131 onlar\u0131 bir kart geni\u015fli\u011finde aral\u0131k b\u0131rakmak zorunda kald\u0131k, ancak H100&#8217;ler ge\u00e7i\u015fli, pasif so\u011futma kanatlar\u0131yla paketlenebilir.<\/span><\/p>\n<p><span>Kar\u015f\u0131la\u015ft\u0131rma paketimiz, HPC ve yapay zekaya \u00f6zg\u00fc kullan\u0131m senaryolar\u0131n\u0131n bir kar\u0131\u015f\u0131m\u0131n\u0131 i\u00e7eriyordu. Bunlar, geleneksel k\u0131yaslama i\u015f y\u00fcklerinden yapay zeka e\u011fitimine ve evri\u015fimsel sinir a\u011f\u0131 modellerini kullanan \u00e7\u0131kar\u0131m g\u00f6revlerine kadar uzan\u0131yordu. Ham performanslar\u0131n\u0131 ve verimliliklerini, \u00f6l\u00e7eklenebilirliklerini ve Supermicro A+ sunucumuzla entegrasyon kolayl\u0131\u011f\u0131n\u0131 de\u011ferlendirerek bu h\u0131zland\u0131r\u0131c\u0131lar\u0131n s\u0131n\u0131rlar\u0131n\u0131 zorlamay\u0131 hedefledik.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Supermicro_AS-4125GS-TNRT_GPU_Testi\"><\/span><span>Supermicro AS-4125GS-TNRT GPU Testi<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span>Laboratuvarda bir CNN temel modeli \u00fczerinde \u00e7al\u0131\u015f\u0131rken NVIDIA&#8217;n\u0131n amiral gemisi GPU&#8217;lar\u0131n\u0131 incelerken, bir \u00e7ift daha eski ama son derece yetenekli\u00a0<\/span><a href=\"https:\/\/www.storagereview.com\/review\/meta-llama-and-alpacas-loose-in-the-lab-running-large-language-models-locally\"><span>RTX8000<\/span><\/a><span>\u00a0GPU \u00fczerinde i\u015f istasyonu d\u00fczeyinde baz\u0131 e\u011fitimlerle ba\u015flad\u0131k.<\/span><\/p>\n<p><span>Yapay zeka performans analizimiz s\u0131ras\u0131nda, NVIDIA RTX 8000&#8217;den d\u00f6rt RTX A6000 GPU&#8217;ya ve son olarak d\u00f6rt NVIDIA H100 PCIe kart\u0131na ge\u00e7erek yeteneklerde dikkat \u00e7ekici ancak beklenen bir ilerleme g\u00f6zlemledik. Bu ilerleme, yapay zeka i\u015f y\u00fcklerine giderek daha fazla odaklan\u0131ld\u0131k\u00e7a, bu h\u0131zland\u0131r\u0131c\u0131lar\u0131n saf g\u00fcc\u00fcn\u00fc ve NVIDIA h\u0131zland\u0131r\u0131c\u0131lar\u0131n\u0131n son birka\u00e7 y\u0131ldaki evrimini g\u00f6zler \u00f6n\u00fcne serdi.<\/span><\/p>\n<p><span>RTX 8000&#8217;den ba\u015flayarak iyi performans seviyelerine dikkat \u00e7ektik. Bu kurulumla, 6,36 GB&#8217;l\u0131k bir g\u00f6r\u00fcnt\u00fc veri k\u00fcmesi \u00fczerinde yapay zeka modeli e\u011fitimimiz d\u00f6nem ba\u015f\u0131na yakla\u015f\u0131k 45 dakika s\u00fcrd\u00fc. Ancak parti boyutu ve \u00fcstesinden gelebilece\u011fi g\u00f6revlerin karma\u015f\u0131kl\u0131\u011f\u0131 a\u00e7\u0131s\u0131ndan RTX 8000&#8217;in s\u0131n\u0131rlamalar\u0131 a\u00e7\u0131k\u00e7a g\u00f6r\u00fcl\u00fcyordu. Daha k\u00fc\u00e7\u00fck parti boyutlar\u0131yla s\u0131n\u0131rl\u0131yd\u0131k ve etkili bir \u015fekilde e\u011fitebilece\u011fimiz sinir a\u011f\u0131 modellerinin karma\u015f\u0131kl\u0131\u011f\u0131 s\u0131n\u0131rl\u0131yd\u0131.<\/span><\/p>\n<p><span>D\u00f6rt RTX A6000 GPU&#8217;ya ge\u00e7i\u015f, performansta \u00f6nemli bir s\u0131\u00e7ramaya i\u015faret etti. A6000&#8217;in \u00fcst\u00fcn bellek bant geni\u015fli\u011fi ve daha b\u00fcy\u00fck GDDR6 belle\u011fi, ayn\u0131 d\u00f6nem s\u00fcresini ve model karma\u015f\u0131kl\u0131\u011f\u0131n\u0131 korurken toplu i\u015f boyutunu d\u00f6rt kat\u0131na \u00e7\u0131karmam\u0131za olanak sa\u011flad\u0131. Bu iyile\u015ftirme, e\u011fitim s\u00fcrecini iyile\u015ftirdi ve e\u011fitim s\u00fcresini uzatmadan daha karma\u015f\u0131k modelleri denememize olanak sa\u011flad\u0131.<\/span><\/p>\n<p><span>Ancak en \u00e7arp\u0131c\u0131 geli\u015fme d\u00f6rt adet NVIDIA H100 PCIe kart\u0131n\u0131n piyasaya s\u00fcr\u00fclmesiyle geldi. Hopper mimarisinin geli\u015fmi\u015f yapay zeka \u00f6zelliklerinden yararlanan bu kartlar, parti boyutunu yeniden ikiye katlamam\u0131za olanak sa\u011flad\u0131. Daha etkileyici bir \u015fekilde, \u00e7a\u011f s\u00fcresinde kayda de\u011fer bir de\u011fi\u015fiklik olmadan yapay zeka modellerimizin karma\u015f\u0131kl\u0131\u011f\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabildik. Bu yetenek, H100&#8217;\u00fcn, karma\u015f\u0131k yapay zeka operasyonlar\u0131n\u0131 verimli bir \u015fekilde y\u00f6netmek i\u00e7in optimize edilmi\u015f Transformer Engine ve 4. nesil Tens\u00f6r \u00c7ekirdekleri gibi geli\u015fmi\u015f yapay zekaya \u00f6zg\u00fc \u00f6zelliklerinin bir kan\u0131t\u0131d\u0131r.<\/span><\/p>\n<p><span>Bu testler boyunca, 6,36 GB g\u00f6r\u00fcnt\u00fc veri k\u00fcmesi ve model parametreleri tutarl\u0131 bir k\u0131yaslama g\u00f6revi g\u00f6rerek farkl\u0131 GPU yap\u0131land\u0131rmalar\u0131ndaki performans\u0131 do\u011frudan kar\u015f\u0131la\u015ft\u0131rmam\u0131za olanak sa\u011flad\u0131. RTX 8000&#8217;den A6000&#8217;lere ve ard\u0131ndan H100&#8217;lere ge\u00e7i\u015f, ham i\u015flem g\u00fcc\u00fcndeki geli\u015fmelerin ve GPU&#8217;lar\u0131n h\u0131z veya verimlilikten \u00f6d\u00fcn vermeden daha b\u00fcy\u00fck, daha karma\u015f\u0131k yapay zeka i\u015f y\u00fcklerini y\u00f6netebilme becerisinin alt\u0131n\u0131 \u00e7izdi. Bu, bu GPU&#8217;lar\u0131 \u00f6zellikle son teknoloji yapay zeka ara\u015ft\u0131rmalar\u0131 ve b\u00fcy\u00fck \u00f6l\u00e7ekli derin \u00f6\u011frenme uygulamalar\u0131 i\u00e7in uygun hale getiriyor.<\/span><\/p>\n<p><span>Testlerimizde kullan\u0131lan Supermicro sunucu, PCIe anahtar\u0131 ihtiyac\u0131n\u0131 ortadan kald\u0131rarak CPU&#8217;lara do\u011frudan PCIe ba\u011flant\u0131s\u0131 sunuyor. Bu do\u011frudan ba\u011flant\u0131, her GPU&#8217;nun CPU&#8217;ya \u00f6zel bir yola sahip olmas\u0131n\u0131 sa\u011flayarak h\u0131zl\u0131 ve verimli veri aktar\u0131m\u0131n\u0131 kolayla\u015ft\u0131r\u0131r. Bu mimari, yapay zeka ve HPC&#8217;deki baz\u0131 i\u015f y\u00fcklerinde gecikmeyi en aza indirmek ve bant geni\u015fli\u011fi kullan\u0131m\u0131n\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karmak a\u00e7\u0131s\u0131ndan \u00e7ok \u00f6nemlidir; \u00f6zellikle t\u00fcm i\u015flerin sunucuda yerel oldu\u011fu yapay zeka modeli e\u011fitimi veya karma\u015f\u0131k VDI ortamlar\u0131 gibi y\u00fcksek verimli g\u00f6revlerle u\u011fra\u015f\u0131rken faydal\u0131d\u0131r.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Cozum\"><\/span><span>\u00c7\u00f6z\u00fcm<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span>Supermicro AMD EPYC GPU Sunucular\u0131 Supermicro GPU A+ Sunucu AS-4125GS-TNRT sunucusunun \u00f6l\u00e7eklenebilirli\u011fi ve esnekli\u011fi buradaki en \u00f6nemli \u00f6zelliklerdir. Yapay zeka, VDI veya di\u011fer y\u00fcksek performansl\u0131 g\u00f6revlerde geli\u015fen i\u015f y\u00fck\u00fc taleplerine uyum sa\u011flama ihtiyac\u0131 duyan m\u00fc\u015fteriler i\u00e7in \u00f6zellikle faydal\u0131d\u0131r. M\u00fctevaz\u0131 bir yap\u0131land\u0131rmayla ba\u015flayan kullan\u0131c\u0131lar, giri\u015f seviyesi yapay zeka veya VDI g\u00f6revlerini etkili bir \u015fekilde ger\u00e7ekle\u015ftirebilir, b\u00f6ylece daha k\u00fc\u00e7\u00fck i\u015f y\u00fckleri veya yapay zeka ve sanal masa\u00fcst\u00fc altyap\u0131s\u0131na yeni girmeye ba\u015flayanlar i\u00e7in uygun maliyetli bir \u00e7\u00f6z\u00fcm sunulur. Bu ilk kurulum, sa\u011flam ve \u00f6l\u00e7eklenebilir bir temel sa\u011flayarak kullan\u0131c\u0131lar\u0131n temel ancak gerekli yapay zeka ve VDI uygulamalar\u0131yla etkile\u015fime ge\u00e7mesine olanak tan\u0131r.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-1864\" src=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-supermicro-4U-GPU-server-1024x580-1-300x170.jpeg\" alt=\"\" width=\"300\" height=\"170\" srcset=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-supermicro-4U-GPU-server-1024x580-1-300x170.jpeg 300w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-supermicro-4U-GPU-server-1024x580-1-768x435.jpeg 768w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/06\/SupermicroSunucu-supermicro-4U-GPU-server-1024x580-1.jpeg 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p><span>Ayr\u0131ca pek \u00e7ok i\u015fletmenin soketli H100 GPU&#8217;lardan yararlanmak istedi\u011fini bilsek de bu platformlar i\u00e7in bekleme s\u00fcreleri \u00e7ok uzun, bir\u00e7ok kaynak bize bu bekleme s\u00fcresinin neredeyse bir y\u0131l oldu\u011funu s\u00f6yledi. Tedarik zinciri lojisti\u011fi bu sunucunun harika yan\u0131n\u0131n alt\u0131n\u0131 \u00e7iziyor: Her \u015feyin \u00fcstesinden gelebilir. L40S GPU&#8217;lar &#8220;\u015fimdi&#8221; kullan\u0131ma sunuldu, b\u00f6ylece m\u00fc\u015fteriler bu kombinasyonla birlikte en az\u0131ndan yapay zeka i\u015f y\u00fcklerini daha ge\u00e7 de\u011fil, daha erken harekete ge\u00e7irebilirler. \u0130htiya\u00e7lar de\u011fi\u015ftik\u00e7e m\u00fc\u015fteriler kartlar\u0131 kolayca de\u011fi\u015ftirebilir. Bu, Supermicro GPU A+ Sunucu AS-4125GS-TNRT sunucusunun yaln\u0131zca acil ihtiya\u00e7lara y\u00f6nelik olmas\u0131n\u0131 de\u011fil, ayn\u0131 zamanda geli\u015fen teknolojik ortama uyum sa\u011flayarak gelece\u011fe haz\u0131r olmas\u0131n\u0131 sa\u011flar.<\/span><\/p>\n<\/div>\n<\/div>\n<p><a href=\"https:\/\/supermicrosunucu.com\/product\/supermicro-as-4125gs-tnrt-4u-8-gpu-dp-server\">supermicrosunucu.com<\/a> \u00fczerinden \u00fcr\u00fcn\u00fc konfig\u00fcre edebilirsiniz.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Supermicro 4U AMD EPYC GPU Sunucular\u0131 Yapay Zeka Esnekli\u011fi Sunuyor (AS-4125GS-TNRT) Supermicro\u00a0 AMD EPYC GPU Sunucular\u0131 yapay zeka esnekli\u011fi sunuyor.\u00a0Bug\u00fcn,<\/p>\n","protected":false},"author":4,"featured_media":1865,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[255],"tags":[351,210,212,418,257,239,155,157],"class_list":["post-1860","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gpu","tag-4u","tag-amd","tag-amd-epyc","tag-as-4125gs-tnrt","tag-gpu","tag-server","tag-sunucu","tag-supermicro"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - 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