{"id":22562,"date":"2025-09-05T07:28:43","date_gmt":"2025-09-05T00:28:43","guid":{"rendered":"https:\/\/thegioimaychu.vn\/blog\/?p=22562"},"modified":"2025-09-09T08:12:05","modified_gmt":"2025-09-09T01:12:05","slug":"can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-p22562\/","title":{"rendered":"C\u1ea7n bao nhi\u00eau GPU cho m\u00e1y tr\u1ea1m Deep Learning c\u1ee7a b\u1ea1n?"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><h2>Gi\u1edbi thi\u1ec7u<\/h2>\n<p>Khi n\u00f3i \u0111\u1ebfn h\u1ecdc s\u00e2u v\u00e0 AI, GPU l\u00e0 y\u1ebfu t\u1ed1 ch\u00ednh th\u00fac \u0111\u1ea9y t\u1ed1c \u0111\u1ed9 \u0111\u00e0o t\u1ea1o, k\u00edch c\u1ee1 m\u00f4 h\u00ecnh v\u00e0 n\u0103ng su\u1ea5t t\u1ed5ng th\u1ec3 c\u1ee7a h\u1ec7 th\u1ed1ng. S\u1ed1 l\u01b0\u1ee3ng GPU m\u00e0 b\u1ea1n ch\u1ecdn \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn t\u1ed1c \u0111\u1ed9 ch\u1ea1y th\u1eed nghi\u1ec7m, quy m\u00f4 t\u1eadp d\u1eef li\u1ec7u hay lo\u1ea1i m\u00f4 h\u00ecnh b\u1ea1n c\u00f3 th\u1ec3 x\u1eed l\u00fd v\u00e0 c\u1ea3 t\u00ednh hi\u1ec7u qu\u1ea3 trong vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 (scale out) cho nh\u00f3m c\u1ee7a b\u1ea1n. C\u00e2u h\u1ecfi quan tr\u1ecdng kh\u00f4ng ch\u1ec9 l\u00e0 &#8220;T\u00f4i c\u1ea7n bao nhi\u00eau GPU?&#8221; m\u00e0 c\u00f2n l\u00e0:<\/p>\n<p><strong>\u201cT\u00f4i \u0111ang ch\u1ea1y workload n\u00e0o v\u00e0 m\u1ee9c \u0111\u1ed9 c\u00e2n b\u1eb1ng h\u1ee3p l\u00fd gi\u1eefa hi\u1ec7u su\u1ea5t, chi ph\u00ed v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng l\u00e0 bao nhi\u00eau?\u201d<\/strong><\/p>\n<p>H\u00e3y c\u00f9ng b\u00e0n xem GPU c\u00f3 ph\u1ea3i l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t cho m\u00e1y tr\u1ea1m h\u1ecdc s\u00e2u hay kh\u00f4ng, c\u1ea7n bao nhi\u00eau GPU cho h\u1ecdc s\u00e2u v\u00e0 GPU n\u00e0o l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t cho h\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh\u00a0AI c\u1ee7a b\u1ea1n.<\/p>\n<h2>V\u00ec sao GPU \u0111ang d\u1eabn d\u1eaft c\u00e1c ti\u1ebfn b\u1ed9 trong l\u0129nh v\u1ef1c Deep Learning?<\/h2>\n<p>GPU \u0111\u00e3 tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n cho c\u00e1c t\u1ea3i x\u1eed l\u00fd (workload) AI nh\u1edd thi\u1ebft k\u1ebf x\u1eed l\u00fd song song, v\u01b0\u1ee3t tr\u1ed9i h\u01a1n so v\u1edbi t\u00ednh ch\u1ea5t tu\u1ea7n t\u1ef1 c\u1ee7a CPU. M\u1eb7c d\u00f9 CPU t\u1eebng c\u00f3 l\u1ee3i th\u1ebf v\u1ec1 dung l\u01b0\u1ee3ng RAM l\u1edbn h\u01a1n, nh\u01b0ng ch\u00fang kh\u00f4ng th\u1ec3 s\u00e1nh \u0111\u01b0\u1ee3c v\u1edbi t\u1ed1c \u0111\u1ed9 m\u00e0 GPU mang l\u1ea1i trong vi\u1ec7c \u0111\u00e0o t\u1ea1o m\u1ea1ng n\u01a1-ron v\u00e0 x\u1eed l\u00fd c\u00e1c ph\u00e9p t\u00ednh li\u00ean t\u1ee5c.<\/p>\n<p>S\u1ef1 thay \u0111\u1ed5i b\u1eaft \u0111\u1ea7u v\u1edbi CUDA c\u1ee7a NVIDIA, c\u00f4ng ngh\u1ec7 \u0111\u00e3 m\u1edf r\u1ed9ng GPU t\u1eeb m\u1ee5c \u0111\u00edch \u0111\u1ed3 h\u1ecda sang cho \u0111i\u1ec7n to\u00e1n \u0111a m\u1ee5c \u0111\u00edch. Nh\u1eefng b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 nh\u01b0 c\u00e1i t\u00ean AlexNet v\u00e0o gi\u1eefa nh\u1eefng n\u0103m 2010 \u0111\u00e3 ch\u1ee9ng minh t\u00ednh \u01b0u vi\u1ec7t c\u1ee7a GPU trong h\u1ecdc s\u00e2u, c\u1ee7ng c\u1ed1 vai tr\u00f2 c\u1ee7a ch\u00fang trong nghi\u00ean c\u1ee9u v\u00e0 c\u00f4ng nghi\u1ec7p \u1ee9ng d\u1ee5ng AI.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/tgmc-blog-68b7b565becb8.jpg\" alt=\"\" \/><\/p>\n<h2>L\u1ef1a ch\u1ecdn GPU cho Deep Learning<\/h2>\n<p>Vi\u1ec7c l\u1ef1a ch\u1ecdn GPU ph\u00f9 h\u1ee3p l\u1ec7 thu\u1ed9c v\u00e0o workload v\u00e0 m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c c\u1ee7a b\u1ea1n. Nh\u1eefng y\u1ebfu t\u1ed1 ch\u00ednh c\u1ea7n c\u00e2n nh\u1eafc bao g\u1ed3m B\u1ed9 nh\u1edb, K\u1ebft n\u1ed1i m\u1ea1ng, Ki\u1ec3u thi\u1ebft k\u1ebft v\u00e0 M\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng. D\u1ef1a tr\u00ean nh\u1eefng y\u1ebfu t\u1ed1 \u0111\u00f3, c\u00e1c t\u00f9y ch\u1ecdn GPU \u0111\u01b0\u1ee3c ph\u00e2n chia ra nh\u01b0 sau:<\/p>\n<ul>\n<li><strong>C\u1ea5p \u0111\u1ed9 ti\u00eau d\u00f9ng:<\/strong>\u00a0Thi\u1ebft l\u1eadp card \u0111\u01a1n m\u1ea1nh m\u1ebd, gi\u00e1 c\u1ea3 ph\u1ea3i ch\u0103ng (24\u201332GB VRAM), nh\u01b0ng h\u1ea1n ch\u1ebf v\u1ec1 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng \u0111a GPU.\n<ul>\n<li>V\u00ed d\u1ee5:\u00a0NVIDIA GeForce RTX 5090\u00a0,\u00a0NVIDIA GeForce RTX 5080\u00a0,\u00a0NVIDIA GeForce RTX 4090<\/li>\n<\/ul>\n<\/li>\n<li><strong>Chuy\u00ean nghi\u1ec7p:<\/strong>\u00a0GPU m\u00e1y tr\u1ea1m chuy\u00ean nghi\u1ec7p v\u1edbi kh\u1ea3 n\u0103ng v\u1eadn h\u00e0nh \u1ed5n \u0111\u1ecbnh, b\u1ed9 nh\u1edb l\u1edbn h\u01a1n (l\u00ean \u0111\u1ebfn 96GB) v\u00e0 h\u1ed7 tr\u1ee3 \u0111a GPU t\u1ed1t h\u01a1n.\n<ul>\n<li>V\u00ed d\u1ee5:\u00a0NVIDIA <a class=\"iblink\" href=\"https:\/\/thegioimaychu.vn\/search\/RTX+PRO+6000\/\">RTX PRO 6000<\/a> Blackwell Max-Q Workstation Edition,\u00a0NVIDIA RTX 6000 Ada<\/li>\n<\/ul>\n<\/li>\n<li><strong>C\u1ea5p doanh nghi\u1ec7p:<\/strong>\u00a0GPU trung t\u00e2m d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho AI\/HPC. L\u00e0m m\u00e1t th\u1ee5 \u0111\u1ed9ng, kh\u00f4ng c\u00f3 video output, hi\u1ec7u su\u1ea5t x\u1eed l\u00fd h\u00e0ng &#8220;top&#8221; v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng \u0111a GPU t\u1ed1t nh\u1ea5t.\n<ul>\n<li>V\u00ed d\u1ee5:\u00a0NVIDIA DGX B200,\u00a0NVIDIA HGX H200,\u00a0<a class=\"iblink\" href=\"\/blog\/tag\/h200\/\">NVIDIA H200<\/a> NVL<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u0110\u1ed1i v\u1edbi h\u1ea7u h\u1ebft nh\u1eefng ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u, m\u1ed9t GPU\u00a0cao c\u1ea5p d\u00e0nh cho ng\u01b0\u1eddi d\u00f9ng ph\u1ed5 th\u00f4ng\u00a0nh\u01b0 NVIDIA RTX 5090 v\u1edbi 32GB VRAM mang l\u1ea1i s\u1ef1 c\u00e2n b\u1eb1ng t\u1ed1t nh\u1ea5t gi\u1eefa chi ph\u00ed v\u00e0 n\u0103ng l\u1ef1c x\u1eed l\u00fd. \u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi d\u00f9ng chuy\u00ean nghi\u1ec7p, m\u00e1y tr\u1ea1m NVIDIA <a class=\"iblink\" href=\"https:\/\/thegioimaychu.vn\/search\/RTX+PRO+6000\/\">RTX PRO 6000<\/a> Blackwell Max-Q 4x l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn tuy\u1ec7t v\u1eddi. \u0110\u1ed1i v\u1edbi doanh nghi\u1ec7p,\u00a0h\u00e3y li\u00ean h\u1ec7 v\u1edbi Th\u1ebf Gi\u1edbi M\u00e1y Ch\u1ee7 \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n c\u1ea5u h\u00ecnh m\u1ed9t h\u1ea1 t\u1ea7ng \u0111i\u1ec7n to\u00e1n GPU chuy\u00ean d\u1ee5ng.<\/p>\n<blockquote><p><span style=\"font-family: Montserrat, 'Helvetica Neue', sans-serif; font-size: 23px; font-weight: 900;\">C\u1ea5u h\u00ecnh m\u00e1y tr\u1ea1m c\u00f3 4x NVIDIA RTX PRO 6000 Blackwell Max-Q<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-22588  aligncenter\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/TheGioiMayChu-Blog-Image-can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban.png\" width=\"295\" height=\"295\" srcset=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/TheGioiMayChu-Blog-Image-can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban.png 336w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/TheGioiMayChu-Blog-Image-can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-150x150.png 150w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/TheGioiMayChu-Blog-Image-can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-300x300.png 300w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/TheGioiMayChu-Blog-Image-can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-40x40.png 40w\" sizes=\"auto, (max-width: 295px) 100vw, 295px\" \/><\/p>\n<p>M\u1ed9t trong nh\u1eefng c\u1ea5u h\u00ecnh m\u00e1y tr\u1ea1m m\u1ea1nh m\u1ebd nh\u1ea5t v\u1edbi AMD Threadripper PRO 9000WX v\u00e0 t\u1ed1i \u0111a 4 GPU NVIDIA RTX PRO 6000 Max-Q. N\u00e2ng cao hi\u1ec7u su\u1ea5t l\u00e0m vi\u1ec7c c\u1ee7a b\u1ea1n v\u1edbi nh\u1eefng c\u00f4ng ngh\u1ec7 t\u1ed1t nh\u1ea5t.<\/p>\n<p>    <button class=\"leadx-button\" data-modal-target=\"#fmd-single-modal\" data-form-data=\"{&#039;message&#039;:&#039;T\u01b0 v\u1ea5n c\u1ea5u h\u00ecnh m\u00e1y tr\u1ea1m RTX PRO Blackwell&#039;}\">\n        T\u01b0 v\u1ea5n c\u1ea5u h\u00ecnh    <\/button>\n    <\/p><\/blockquote>\n<h2>C\u00e1c thi\u1ebft l\u1eadp GPU kh\u00e1c nhau cho Deep Learning<\/h2>\n<h3>Thi\u1ebft l\u1eadp GPU \u0111\u01a1n<\/h3>\n<p>M\u1ed9t GPU \u0111\u01a1n th\u01b0\u1eddng l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u cho nh\u1eefng nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 ng\u01b0\u1eddi \u0111am m\u00ea. N\u00f3 cung c\u1ea5p gi\u1ea3i ph\u00e1p ti\u1ebft ki\u1ec7m chi ph\u00ed \u0111\u1ec3 h\u1ecdc, th\u1eed nghi\u1ec7m v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh nh\u1ecf. M\u1eb7c d\u00f9 c\u00e1c h\u1ec7 th\u1ed1ng GPU \u0111\u01a1n nghe c\u00f3 v\u1ebb l\u00e0 \u0111\u1ec3 kh\u1edfi \u0111\u1ea7u, nh\u01b0ng ch\u00fang c\u0169ng \u0111\u00e1p \u1ee9ng \u0111\u1ebfn 80% nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c l\u0129nh v\u1ef1c d\u00e0nh cho nh\u1eefng ai \u0111am m\u00ea nghi\u00ean c\u1ee9u,\u00a0cung c\u1ea5p s\u1ee9c m\u1ea1nh cho c\u00e1c LLM t\u1ea1i ch\u1ed7 v\u00e0 c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y nh\u1ecf.<\/p>\n<ul>\n<li>N\u00f3 ph\u00f9 h\u1ee3p nh\u1ea5t cho vi\u1ec7c t\u1ea1o m\u1eabu (prototype), h\u1ed7 tr\u1ee3 c\u00e1c kh\u00f3a h\u1ecdc v\u00e0 c\u00e1c d\u1ef1 \u00e1n c\u00e1 nh\u00e2n<\/li>\n<li>Nhu c\u1ea7u v\u1ec1 \u0111i\u1ec7n n\u0103ng v\u00e0 l\u00e0m m\u00e1t th\u1ea5p h\u01a1n so v\u1edbi h\u1ec7 th\u1ed1ng nhi\u1ec1u GPU<\/li>\n<li>B\u1ecb gi\u1edbi h\u1ea1n b\u1edfi k\u00edch th\u01b0\u1edbc b\u1ed9 nh\u1edb v\u00e0 th\u1eddi gian \u0111\u00e0o t\u1ea1o cho c\u00e1c m\u00f4 h\u00ecnh l\u1edbn h\u01a1n<\/li>\n<\/ul>\n<p>N\u1ebfu b\u1ea1n m\u1edbi b\u1eaft \u0111\u1ea7u ho\u1eb7c ch\u1ee7 y\u1ebfu l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c t\u1eadp d\u1eef li\u1ec7u nh\u1ecf, n\u00ean s\u1eed d\u1ee5ng m\u1ed9t GPU b\u1ed9 nh\u1edb cao nh\u01b0 RTX 5090 v\u1edbi 32GB VRAM. N\u1ebfu b\u1ea1n c\u00f3 k\u1ebf ho\u1ea1ch n\u00e2ng c\u1ea5p h\u1ec7 th\u1ed1ng n\u00e0y, h\u00e3y ch\u1ecdn GPU m\u00e1y tr\u1ea1m nh\u01b0 RTX PRO 6000 Blackwell Max-Q \u0111\u1ec3 c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng trong t\u01b0\u01a1ng lai.<\/p>\n<h3>M\u00e1y tr\u1ea1m\/M\u00e1y ch\u1ee7 \u0111a GPU (c\u00f3 t\u1eeb 2\u20134 GPU)<\/h3>\n<p>Khi b\u1ea1n c\u1ea7n hi\u1ec7u n\u0103ng cao h\u01a1n kh\u1ea3 n\u0103ng c\u1ee7a m\u1ed9t GPU \u0111\u01a1n l\u1ebb, vi\u1ec7c n\u00e2ng c\u1ea5p l\u00ean 2-4 GPU l\u00e0 b\u01b0\u1edbc \u0111i t\u1ef1 nhi\u00ean. N\u1ec1n t\u1ea3ng \u0111a GPU cung c\u1ea5p:<\/p>\n<ul>\n<li>T\u0103ng t\u1ed1c \u0111\u1ed9 \u0111\u00e0o t\u1ea1o cao h\u01a1n nhi\u1ec1u th\u00f4ng qua x\u1eed l\u00fd song song<\/li>\n<li>Cho ph\u00e9p l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c t\u1eadp d\u1eef li\u1ec7u v\u00e0 m\u00f4 h\u00ecnh l\u1edbn h\u01a1n, t\u01b0\u01a1ng \u1ee9ng v\u1edbi b\u1ed9 nh\u1edb \u0111\u01b0\u1ee3c trang b\u1ecb<\/li>\n<li>C\u1ea5u h\u00ecnh ph\u1ee9c t\u1ea1p h\u01a1n, \u0111\u00f2i h\u1ecfi ph\u1ea3i c\u00f3 ph\u1ea7n m\u1ec1m h\u1ed7 tr\u1ee3 \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4<\/li>\n<\/ul>\n<p>C\u1ea5u h\u00ecnh \u0111a GPU c\u00e2n b\u1eb1ng s\u1ee9c m\u1ea1nh v\u1edbi kh\u1ea3 n\u0103ng truy c\u1eadp, nh\u01b0ng b\u1ea1n ph\u1ea3i l\u1ef1a ch\u1ecdn gi\u1eefa m\u00e1y tr\u1ea1m v\u00e0 m\u00e1y ch\u1ee7:<\/p>\n<ul>\n<li><strong>Workload:<\/strong> N\u1ebfu b\u1ea1n ch\u1ee7 y\u1ebfu ph\u00e1t tri\u1ec3n v\u00e0 th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh, m\u00e1y tr\u1ea1m l\u00e0 l\u1ef1a ch\u1ecdn ph\u00f9 h\u1ee3p. \u0110\u1ed1i v\u1edbi hu\u1ea5n luy\u1ec7n c\u1ea5p \u0111\u1ed9 production ho\u1eb7c quy tr\u00ecnh tri\u1ec3n khai chu\u1ea9n, m\u00e1y ch\u1ee7 s\u1ebd ph\u00f9 h\u1ee3p h\u01a1n.<\/li>\n<li><strong>Network:<\/strong> M\u00e1y ch\u1ee7 cung c\u1ea5p kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i t\u1ed1t h\u01a1n v\u1edbi b\u1ed9 l\u01b0u tr\u1eef, c\u1ee5m v\u00e0 m\u1ea1ng t\u1ed1c \u0111\u1ed9 cao. M\u00e1y tr\u1ea1m th\u01b0\u1eddng b\u1ecb gi\u1edbi h\u1ea1n v\u1edbi m\u1ea1ng c\u1ee5c b\u1ed9.<\/li>\n<li><strong>M\u00f4i tr\u01b0\u1eddng:<\/strong> M\u00e1y tr\u1ea1m n\u00ean \u0111\u01b0\u1ee3c \u0111\u1eb7t d\u01b0\u1edbi b\u00e0n l\u00e0m vi\u1ec7c ho\u1eb7c trong ph\u00f2ng lab. M\u00e1y ch\u1ee7 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho c\u00e1c t\u1ee7 rack c\u00f3 h\u1ec7 th\u1ed1ng l\u00e0m m\u00e1t ph\u00f9 h\u1ee3p v\u00e0 ho\u1ea1t \u0111\u1ed9ng 24\/7, c\u00f3 th\u1ec3 truy c\u1eadp t\u1eeb xa qua m\u1ea1ng cho m\u1ed9t nh\u00f3m ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<\/ul>\n<p>Thi\u1ebft l\u1eadp n\u00e0y l\u00fd t\u01b0\u1edfng cho c\u00e1c ph\u00f2ng nghi\u00ean c\u1ee9u, c\u00f4ng ty kh\u1edfi nghi\u1ec7p v\u00e0 k\u1ef9 s\u01b0 c\u1ea7n \u0111\u00e0o t\u1ea1o nhanh h\u01a1n m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i s\u1eed d\u1ee5ng to\u00e0n b\u1ed9 h\u1ea1 t\u1ea7ng trung t\u00e2m d\u1eef li\u1ec7u.<\/p>\n<h3>M\u00e1y ch\u1ee7 compute \u0111a GPU (8-10 GPU)<\/h3>\n<p>M\u00e1y ch\u1ee7 v\u1edbi 8 GPU \u0111\u1ea1i di\u1ec7n cho hi\u1ec7u n\u0103ng c\u1ea5p doanh nghi\u1ec7p. C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho AI \u1edf c\u1ea5p \u0111\u1ed9 production,\u00a0 &#8211; t\u1ee9c l\u00e0 giai \u0111o\u1ea1n v\u1eadn h\u00e0nh ch\u00ednh th\u1ee9c, nghi\u00ean c\u1ee9u quy m\u00f4 l\u1edbn v\u00e0 \u0111\u00e0o t\u1ea1o hi\u1ec7u su\u1ea5t cao. C\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ea7u t\u01b0 v\u00e0o h\u1ec7 th\u1ed1ng 8 GPU th\u01b0\u1eddng tri\u1ec3n khai c\u00f9ng l\u00fac nhi\u1ec1u h\u1ec7 th\u1ed1ng \u0111\u1ec3 \u0111\u1ea1t th\u00f4ng l\u01b0\u1ee3ng t\u1ed1i \u0111a.<\/p>\n<ul>\n<li>C\u00e1c k\u1ebft n\u1ed1i b\u0103ng th\u00f4ng cao nh\u01b0 NVLink ho\u1eb7c NVSwitch c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 m\u1edf r\u1ed9ng<\/li>\n<li>X\u1eed l\u00fd c\u00e1c workload nh\u01b0 m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn, m\u1ea1ng khu\u1ebfch t\u00e1n v\u00e0 <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">Computer Vision<\/a> ph\u1ee9c t\u1ea1p<\/li>\n<li>\u0110i k\u00e8m v\u1edbi chi ph\u00ed cao h\u01a1n, y\u00eau c\u1ea7u v\u1ec1 \u0111i\u1ec7n n\u0103ng t\u0103ng l\u00ean v\u00e0 nhu c\u1ea7u l\u00e0m m\u00e1t c\u00f4ng su\u1ea5t l\u1edbn<\/li>\n<\/ul>\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y, NVIDIA cung c\u1ea5p hai d\u1ea1ng GPU l\u00e0 PCIe\u00a0v\u00e0\u00a0SXM \u0111\u1ec3 b\u1ea1n c\u00e2n nh\u1eafc:<\/p>\n<ul>\n<li>B\u0103ng th\u00f4ng k\u1ebft n\u1ed1i: SXM cung c\u1ea5p b\u0103ng th\u00f4ng cao h\u01a1n v\u00e0 h\u1ed7 tr\u1ee3 NVSwitch \u0111\u1ec3 m\u1edf r\u1ed9ng t\u1ed1t h\u01a1n tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c GPU. PCIe c\u00f3 gi\u00e1 c\u1ea3 ph\u1ea3i ch\u0103ng h\u01a1n nh\u01b0ng ch\u1ec9 gi\u1edbi h\u1ea1n \u1edf c\u00e1c lane PCIe cho vi\u1ec7c giao ti\u1ebfp.<\/li>\n<li>Thi\u1ebft k\u1ebf t\u1ea3n nhi\u1ec7t v\u00e0 ngu\u1ed3n \u0111i\u1ec7n: GPU SXM c\u1ea7n l\u00e0m m\u00e1t b\u1eb1ng ch\u1ea5t l\u1ecfng ho\u1eb7c kh\u00f4ng kh\u00ed hi\u1ec7u su\u1ea5t cao trong m\u00f4i tr\u01b0\u1eddng rack d\u00e0y \u0111\u1eb7c. GPU PCIe d\u1ec5 t\u00edch h\u1ee3p h\u01a1n v\u00e0o m\u00e1y ch\u1ee7 ti\u00eau chu\u1ea9n.<\/li>\n<li>T\u00ednh linh ho\u1ea1t khi n\u00e2ng c\u1ea5p: GPU PCIe d\u1ec5 thay th\u1ebf ho\u1eb7c k\u1ebft h\u1ee3p c\u00e1c th\u1ebf h\u1ec7 h\u01a1n. SXM \u0111\u01b0\u1ee3c h\u00e0n c\u1ee9ng v\u00e0o board m\u1ea1ch chung v\u00e0 k\u00e9m linh ho\u1ea1t h\u01a1n khi n\u00e2ng c\u1ea5p t\u1eebng b\u01b0\u1edbc.<\/li>\n<\/ul>\n<p>N\u1ebfu workload c\u1ee7a b\u1ea1n \u0111\u00f2i h\u1ecfi giao ti\u1ebfp t\u1ed1i \u0111a gi\u1eefa c\u00e1c GPU v\u00e0 b\u1ea1n c\u00f3 h\u1ea1 t\u1ea7ng cho h\u1ec7 th\u1ed1ng l\u00e0m m\u00e1t c\u00f4ng su\u1ea5t l\u1edbn, SXM l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t. \u0110\u1ed1i v\u1edbi c\u00e1c tri\u1ec3n khai linh ho\u1ea1t h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed, GPU PCIe v\u1eabn l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn t\u1ed1t. <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/tgmc-blog-68b7b566a0c85.jpg\" alt=\"\" \/><\/p>\n<h2>GPU n\u00e0o t\u1ed1t nh\u1ea5t cho h\u1ecdc s\u00e2u?<\/h2>\n<p>B\u1ea5t k\u1ef3 GPU n\u00e0o c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho h\u1ecdc s\u00e2u, nh\u01b0ng ph\u1ea7n l\u1edbn c\u00e1c GPU t\u1ed1t nh\u1ea5t \u0111\u1ec1u \u0111\u1ebfn t\u1eeb NVIDIA. T\u1ea5t c\u1ea3 c\u00e1c \u0111\u1ec1 xu\u1ea5t c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ec1u \u1ee7ng h\u1ed9 \u0111i\u1ec1u n\u00e0y v\u00ec NVIDIA hi\u1ec7n \u0111ang s\u1edf h\u1eefu s\u1ed1 l\u01b0\u1ee3ng GPU ch\u1ea5t l\u01b0\u1ee3ng cao nh\u1ea5t tr\u00ean th\u1ecb tr\u01b0\u1eddng. M\u1eb7c d\u00f9 AMD \u0111ang nhanh ch\u00f3ng chi\u1ebfm l\u0129nh th\u1ecb tr\u01b0\u1eddng trong c\u00e1c workload \u0111\u00f2i h\u1ecfi \u0111\u1ed3 h\u1ecda chuy\u00ean s\u00e2u v\u00e0 l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a m\u1ed9t trung t\u00e2m d\u1eef li\u1ec7u \u0111\u00e1ng tin c\u1eady.<\/p>\n<p>Cho d\u00f9 b\u1ea1n \u0111ang mu\u1ed1n th\u1eed s\u1ee9c v\u1edbi l\u0129nh v\u1ef1c h\u1ecdc s\u00e2u v\u00e0 b\u1eaft \u0111\u1ea7u v\u1edbi GPU d\u00e0nh cho ng\u01b0\u1eddi ti\u00eau d\u00f9ng, h\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi \u0111\u1ec1 xu\u1ea5t c\u1ee7a ch\u00fang t\u00f4i v\u1ec1 GPU trung t\u00e2m d\u1eef li\u1ec7u hay th\u1eadm ch\u00ed mu\u1ed1n s\u1edf h\u1eefu m\u00e1y ch\u1ee7 tr\u1ea1m l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd, ch\u00fang t\u00f4i \u0111\u1ec1u c\u00f3 ba l\u1ef1a ch\u1ecdn h\u00e0ng \u0111\u1ea7u sau \u0111\u00e2y d\u00e0nh cho b\u1ea1n.<\/p>\n<p>M\u1eb7c d\u00f9 s\u1ed1 l\u01b0\u1ee3ng GPU cho m\u1ed9t m\u00e1y tr\u1ea1m h\u1ecdc s\u00e2u c\u00f3 th\u1ec3 thay \u0111\u1ed5i t\u00f9y thu\u1ed9c v\u00e0o l\u1ef1a ch\u1ecdn c\u1ee7a b\u1ea1n, nh\u01b0ng nh\u00ecn chung, vi\u1ec7c c\u1ed1 g\u1eafng t\u1ed1i \u0111a h\u00f3a s\u1ed1 l\u01b0\u1ee3ng GPU b\u1ea1n c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i v\u1edbi m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u c\u1ee7a m\u00ecnh l\u00e0 l\u00fd t\u01b0\u1edfng. B\u1eaft \u0111\u1ea7u v\u1edbi \u00edt nh\u1ea5t\u00a0\u00a0b\u1ed1n GPU cho h\u1ecdc s\u00e2u s\u1ebd l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t.<\/p>\n<h3>NVIDIA GeForce RTX 5090<\/h3>\n<p>RTX 5090 l\u00e0 GPU m\u1ea1nh m\u1ebd nh\u1ea5t c\u1ee7a NVIDIA d\u00e0nh cho ng\u01b0\u1eddi d\u00f9ng ph\u1ed5 th\u00f4ng v\u00e0 l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u v\u1eefng ch\u1eafc cho h\u1ecdc s\u00e2u. M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c qu\u1ea3ng c\u00e1o l\u00e0 GPU ch\u01a1i game, hi\u1ec7u n\u0103ng c\u1ee7a n\u00f3 g\u1ea7n b\u1eb1ng c\u00e1c card chuy\u00ean nghi\u1ec7p v\u00e0 \u0111i k\u00e8m\u00a032GB VRAM\u00a0\u2014 \u0111\u1ee7 cho h\u1ea7u h\u1ebft c\u00e1c m\u00f4 h\u00ecnh AI ph\u1ed5 bi\u1ebfn, bao g\u1ed3m c\u1ea3 LLM b\u00e1n l\u01b0\u1ee3ng t\u1eed h\u00f3a v\u00e0 c\u00e1c m\u00f4 h\u00ecnh th\u1ecb gi\u00e1c l\u1edbn.<\/p>\n<ul>\n<li>Ph\u00f9 h\u1ee3p nh\u1ea5t cho c\u00e1 nh\u00e2n, ng\u01b0\u1eddi \u0111am m\u00ea v\u00e0 c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI quy m\u00f4 nh\u1ecf<\/li>\n<li>Ti\u1ebft ki\u1ec7m chi ph\u00ed cho vi\u1ec7c t\u1ea1o m\u1eabu v\u00e0 \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh c\u1ee1 trung<\/li>\n<li>Gi\u1edbi h\u1ea1n kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng \u0111a GPU do thi\u1ebft k\u1ebf card d\u00e0nh cho ng\u01b0\u1eddi ti\u00eau d\u00f9ng<\/li>\n<\/ul>\n<p>N\u1ebfu b\u1ea1n mu\u1ed1n x\u00e2y d\u1ef1ng m\u1ed9t m\u00e1y tr\u1ea1m cao c\u1ea5p m\u00e0 kh\u00f4ng ph\u1ea3i t\u1ed1n qu\u00e1 nhi\u1ec1u ng\u00e2n s\u00e1ch doanh nghi\u1ec7p th\u00ec RTX 5090 l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t hi\u1ec7n nay.<\/p>\n<h3>NVIDIA RTX PRO 6000 Blackwell<\/h3>\n<p>RTX PRO 6000 Blackwell l\u00e0 s\u1ea3n ph\u1ea9m ch\u1ee7 l\u1ef1c m\u1edbi c\u1ee7a NVIDIA d\u00e0nh cho AI v\u00e0 HPC chuy\u00ean nghi\u1ec7p. S\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c trang b\u1ecb\u00a096GB VRAM GDDR7\u00a0v\u1edbi\u00a0b\u0103ng th\u00f4ng b\u1ed9 nh\u1edb l\u00ean \u0111\u1ebfn 1,8TB\/gi\u00e2y, cung c\u1ea5p g\u1ea5p \u0111\u00f4i b\u1ed9 nh\u1edb v\u00e0 b\u0103ng th\u00f4ng so v\u1edbi th\u1ebf h\u1ec7 tr\u01b0\u1edbc. \u0110i\u1ec1u n\u00e0y gi\u00fap n\u00f3 tr\u1edf n\u00ean l\u00fd t\u01b0\u1edfng cho c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u v\u01b0\u1ee3t qu\u00e1 gi\u1edbi h\u1ea1n GPU ti\u00eau d\u00f9ng, bao g\u1ed3m c\u00e1c m\u00f4 h\u00ecnh th\u1ecb gi\u00e1c n\u00e2ng cao v\u00e0 LLM xo s\u1ed1 l\u01b0\u1ee3ng tham s\u1ed1 l\u1edbn h\u01a1n.<\/p>\n<ul>\n<li>Ho\u00e0n h\u1ea3o cho c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m nghi\u00ean c\u1ee9u, nh\u00f3m k\u1ef9 s\u01b0 v\u00e0 nh\u00e0 s\u00e1ng t\u1ea1o n\u1ed9i dung l\u00e0m vi\u1ec7c tr\u00ean \u1ee9ng d\u1ee5ng AI cao c\u1ea5p<\/li>\n<li>VRAM l\u1edbn cho ph\u00e9p ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao m\u00e0 kh\u00f4ng c\u1ea7n l\u01b0\u1ee3ng t\u1eed h\u00f3a<\/li>\n<li>B\u0103ng th\u00f4ng cao \u0111\u1ea3m b\u1ea3o th\u00f4ng l\u01b0\u1ee3ng d\u1eef li\u1ec7u nhanh h\u01a1n cho vi\u1ec7c \u0111\u00e0o t\u1ea1o v\u00e0 suy lu\u1eadn<\/li>\n<\/ul>\n<p>RTX PRO 6000 Blackwell c\u00f3 ba phi\u00ean b\u1ea3n:\u00a0Workstation, Max-Q v\u00e0 Server Edition\u00a0, mang l\u1ea1i s\u1ef1 linh ho\u1ea1t cho m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n ho\u1eb7c m\u00e1y ch\u1ee7 rack.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/tgmc-blog-68b7b566d778b.jpg\" alt=\"\" \/><\/p>\n<h3>NVIDIA H200 NVL<\/h3>\n<p>\u0110\u1ed1i v\u1edbi AI doanh nghi\u1ec7p, <a class=\"iblink\" href=\"\/blog\/tag\/h200\/\">NVIDIA H200<\/a> NVL \u0111\u1eb7t ra ti\u00eau chu\u1ea9n. S\u1ea3n ph\u1ea9m cung c\u1ea5p\u00a0141GB b\u1ed9 nh\u1edb HBM3e\u00a0v\u00e0\u00a0b\u0103ng th\u00f4ng b\u1ed9 nh\u1edb v\u01b0\u1ee3t tr\u1ed9i ho\u00e0n to\u00e0n v\u1edbi 4,8TB\/gi\u00e2y, gi\u00fap n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng GPU nhanh nh\u1ea5t v\u00e0 gi\u00e0u b\u1ed9 nh\u1edb nh\u1ea5t hi\u1ec7n c\u00f3. \u0110\u01b0\u1ee3c thi\u1ebft k\u1ebf cho c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 AI quy m\u00f4 l\u1edbn, H200 NVL \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u1ed1i \u0111a h\u00f3a th\u00f4ng l\u01b0\u1ee3ng v\u00e0 hi\u1ec7u su\u1ea5t \u0111a GPU.<\/p>\n<ul>\n<li>Trang b\u1ecb NVLink, cho ph\u00e9p c\u1ea5u h\u00ecnh GPU k\u00e9p v\u1edbi\u00a0b\u0103ng th\u00f4ng GPU-to-GPU 1,8TB\/gi\u00e2y\u00a0\u0111\u1ec3 v\u01b0\u1ee3t qua t\u00ecnh tr\u1ea1ng t\u1eafc ngh\u1ebdn PCIe<\/li>\n<li>L\u00fd t\u01b0\u1edfng \u0111\u1ec3 \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh r\u1ea5t l\u1edbn, LLM c\u00f3 tham s\u1ed1 cao v\u00e0 m\u00f4 ph\u1ecfng HPC<\/li>\n<li>Y\u00eau c\u1ea7u m\u00f4i tr\u01b0\u1eddng m\u00e1y ch\u1ee7 g\u1eafn tr\u00ean rack v\u1edbi h\u1ec7 th\u1ed1ng l\u00e0m m\u00e1t v\u00e0 ngu\u1ed3n \u0111i\u1ec7n c\u00f4ng su\u1ea5t cao<\/li>\n<\/ul>\n<p>N\u1ebfu b\u1ea1n c\u1ea7n hi\u1ec7u su\u1ea5t t\u1ed1i \u01b0u cho AI ho\u1eb7c HPC doanh nghi\u1ec7p, H200 NVL l\u00e0 GPU d\u1ef1a tr\u00ean PCIe c\u00f3 kh\u1ea3 n\u0103ng t\u1ed1t nh\u1ea5t hi\u1ec7n nay.<\/p>\n<h3>Ph\u1ea7n th\u01b0\u1edfng: NVIDIA HGX B200<\/h3>\n<p>NVIDIA HGX B200 l\u00e0 th\u1ebf h\u1ec7 GPU d\u1ef1a tr\u00ean thi\u1ebft k\u1ebf SXM m\u1edbi, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho AI v\u00e0 HPC hi\u1ec7u su\u1ea5t cao nh\u1ea5t. M\u1ed7i GPU B200 mang \u0111\u1ebfn kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n m\u1ea1nh m\u1ebd v\u1edbi\u00a0b\u1ed9 nh\u1edb HBM3e\u00a0192GB, \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho vi\u1ec7c \u0111\u00e0o t\u1ea1o v\u00e0 suy lu\u1eadn quy m\u00f4 l\u1edbn. Kh\u00f4ng gi\u1ed1ng nh\u01b0 GPU PCIe, B200 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a n\u1ec1n t\u1ea3ng SXM, cung c\u1ea5p\u00a0k\u1ebft n\u1ed1i NVLink v\u00e0 NVSwitch\u00a0\u0111\u1ea7y \u0111\u1ee7, cho ph\u00e9p t\u1ea5t c\u1ea3 GPU trong h\u1ec7 th\u1ed1ng giao ti\u1ebfp v\u1edbi nhau \u1edf b\u0103ng th\u00f4ng c\u1ef1c cao \u0111\u1ec3 m\u1edf r\u1ed9ng g\u1ea7n nh\u01b0 tuy\u1ebfn t\u00ednh.<\/p>\n<ul>\n<li>\u0110\u01b0\u1ee3c thi\u1ebft k\u1ebf cho\u00a0m\u00e1y ch\u1ee7 8-GPU v\u00e0 c\u1ee5m c\u00f3 nhi\u1ec1u node<\/li>\n<li>B\u0103ng th\u00f4ng k\u1ebft n\u1ed1i cao\u00a0h\u01a1n c\u00e1c gi\u1ea3i ph\u00e1p PCIe, cho ph\u00e9p m\u1edf r\u1ed9ng quy m\u00f4 v\u01b0\u1ee3t tr\u1ed9i<\/li>\n<li>Y\u00eau c\u1ea7u l\u00e0m m\u00e1t ti\u00ean ti\u1ebfn (th\u01b0\u1eddng l\u00e0 ch\u1ea5t l\u1ecfng) v\u00e0 m\u00f4i tr\u01b0\u1eddng trung t\u00e2m d\u1eef li\u1ec7u<\/li>\n<\/ul>\n<p>N\u1ec1n t\u1ea3ng HGX B200 l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng nh\u01b0\u00a0NVIDIA DGX\u00a0v\u00e0\u00a0m\u00e1y ch\u1ee7 AI do nh\u00e0 s\u1ea3n xu\u1ea5t OEM cung c\u1ea5p, gi\u00fap n\u00f3 tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn h\u00e0ng \u0111\u1ea7u cho c\u00e1c doanh nghi\u1ec7p \u0111\u00e0o t\u1ea1o v\u00e0 tri\u1ec3n khai c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh LLM doanh nghi\u1ec7p v\u00e0 AI \u0111a ph\u01b0\u01a1ng th\u1ee9c. N\u1ebfu m\u1ee5c ti\u00eau c\u1ee7a b\u1ea1n l\u00e0 hi\u1ec7u su\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng t\u1ed1i \u0111a tr\u00ean c\u00e1c GPU, th\u00ec B200 d\u1ef1a tr\u00ean SXM l\u00e0 l\u1ef1a ch\u1ecdn kh\u00f4ng th\u1ec3 tuy\u1ec7t v\u1eddi h\u01a1n.<\/p>\n<blockquote>\n<h3>T\u0103ng t\u1ed1c \u0111\u00e0o t\u1ea1o AI v\u1edbi NVIDIA HGX B200<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/tgmc-blog-68b7b56787073.png\" alt=\"\" width=\"359\" height=\"316\" \/>Vi\u1ec7c \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh AI tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c theo c\u1ea5p s\u1ed1 nh\u00e2n v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng AI chuy\u00ean d\u1ee5ng. NVIDIA HGX kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t <a class=\"iblink\" href=\"\/server\/hpc-system-pf31\/\">m\u00e1y t\u00ednh hi\u1ec7u n\u0103ng cao<\/a>, m\u00e0 c\u00f2n l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 th\u00fac \u0111\u1ea9y v\u00e0 t\u0103ng t\u1ed1c c\u00e1c nghi\u00ean c\u1ee9u c\u1ee7a b\u1ea1n. H\u00e3y tri\u1ec3n khai nhi\u1ec1u NVIDIA HGX B200 ho\u1eb7c NVIDIA HGX H200 \u0111\u1ec3 \u0111\u1ea1t hi\u1ec7u su\u1ea5t t\u1ed1i \u0111a.<\/p>\n<p>    <button class=\"leadx-button\" data-modal-target=\"#fmd-single-modal\" data-form-data=\"{&#039;message&#039;:&#039;Y\u00eau c\u1ea7u b\u00e1o gi\u00e1 m\u00e1y ch\u1ee7 NVIDIA HGX B200&#039;}\">\n        Li\u00ean h\u1ec7 nh\u1eadn b\u00e1o gi\u00e1    <\/button>\n    <\/p><\/blockquote>\n<h2>C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p: C\u1ea7n bao nhi\u00eau GPU cho H\u1ecdc s\u00e2u v\u00e0 AI<\/h2>\n<h4>T\u00f4i c\u00f3 th\u1ef1c s\u1ef1 c\u1ea7n nhi\u1ec1u GPU cho vi\u1ec7c h\u1ecdc s\u00e2u kh\u00f4ng?<\/h4>\n<p>Kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng v\u1eady. M\u1ed9t GPU b\u1ed9 nh\u1edb cao l\u00e0 \u0111\u1ee7 cho vi\u1ec7c h\u1ecdc, t\u1ea1o m\u1eabu v\u00e0 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh nh\u1ecf h\u01a1n. Vi\u1ec7c thi\u1ebft l\u1eadp nhi\u1ec1u GPU tr\u1edf n\u00ean c\u1ea7n thi\u1ebft khi \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh l\u1edbn ho\u1eb7c l\u00e0m vi\u1ec7c tr\u00ean kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c quy m\u00f4 doanh nghi\u1ec7p.<\/p>\n<h4>T\u00f4i n\u00ean b\u1eaft \u0111\u1ea7u v\u1edbi bao nhi\u00eau GPU?<\/h4>\n<p>\u0110\u1ed1i v\u1edbi h\u1ea7u h\u1ebft ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u v\u00e0 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u, vi\u1ec7c b\u1eaft \u0111\u1ea7u v\u1edbi\u00a0m\u1ed9t GPU cao c\u1ea5p\u00a0(nh\u01b0 RTX 4090 ho\u1eb7c RTX 5090) l\u00e0 \u0111\u1ee7. Khi m\u00f4 h\u00ecnh v\u00e0 b\u1ed9 d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n ph\u00e1t tri\u1ec3n, vi\u1ec7c m\u1edf r\u1ed9ng l\u00ean\u00a02\u20134 GPU\u00a0l\u00e0 \u0111i\u1ec1u ph\u1ed5 bi\u1ebfn cho c\u00e1c c\u00f4ng vi\u1ec7c nghi\u00ean c\u1ee9u ho\u1eb7c s\u1ea3n xu\u1ea5t nghi\u00eam t\u00fac.<\/p>\n<h4>S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa GPU PCIe v\u00e0 SXM l\u00e0 g\u00ec?<\/h4>\n<p>GPU PCIe d\u1ec5 t\u00edch h\u1ee3p, n\u00e2ng c\u1ea5p v\u00e0 l\u1eafp \u0111\u1eb7t v\u00e0o c\u00e1c m\u00e1y ch\u1ee7 ti\u00eau chu\u1ea9n h\u01a1n. GPU SXM cung c\u1ea5p b\u0103ng th\u00f4ng cao h\u01a1n, k\u1ebft n\u1ed1i t\u1ed1t h\u01a1n v\u1edbi NVLink\/NVSwitch v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u01b0\u1ee3t tr\u1ed9i cho c\u00e1c h\u1ec7 th\u1ed1ng \u0111a GPU, nh\u01b0ng y\u00eau c\u1ea7u h\u1ec7 th\u1ed1ng t\u1ea3n nhi\u1ec7t ti\u00ean ti\u1ebfn v\u00e0 \u0111\u01b0\u1ee3c c\u1ed1 \u0111\u1ecbnh v\u00e0o h\u1ec7 th\u1ed1ng.<\/p>\n<h4>Khi n\u00e0o t\u00f4i n\u00ean chuy\u1ec3n t\u1eeb m\u00e1y tr\u1ea1m sang m\u00e1y ch\u1ee7?<\/h4>\n<p>Ch\u1ecdn m\u1ed9t\u00a0m\u00e1y tr\u1ea1m\u00a0\u0111\u1ec3 ph\u00e1t tri\u1ec3n, th\u1eed nghi\u1ec7m v\u00e0 \u0111\u00e0o t\u1ea1o t\u1ea1i ch\u1ed7. Chuy\u1ec3n sang\u00a0m\u00e1y ch\u1ee7\u00a0khi b\u1ea1n c\u1ea7n th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng 24\/7, truy c\u1eadp t\u1eeb xa, k\u1ebft n\u1ed1i m\u1ea1ng t\u1ed1t h\u01a1n ho\u1eb7c c\u00f3 k\u1ebf ho\u1ea1ch m\u1edf r\u1ed9ng sang m\u00f4i tr\u01b0\u1eddng rack ho\u1eb7c c\u1ee5m.<\/p>\n<h4>L\u00e0m sao \u0111\u1ec3 bi\u1ebft t\u00f4i c\u00f3 c\u1ea7n c\u1ee5m GPU hay kh\u00f4ng?<\/h4>\n<p>N\u1ebfu kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a b\u1ea1n li\u00ean quan \u0111\u1ebfn vi\u1ec7c \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn, AI \u0111a ph\u01b0\u01a1ng th\u1ee9c, ho\u1eb7c b\u1ea5t k\u1ef3 c\u00f4ng vi\u1ec7c n\u00e0o \u0111\u00f2i h\u1ecfi\u00a0h\u00e0ng tr\u0103m GB VRAM\u00a0v\u00e0\u00a0nhi\u1ec1u tu\u1ea7n t\u00ednh to\u00e1n\u00a0, th\u00ec m\u1ed9t m\u00e1y ch\u1ee7 duy nh\u1ea5t l\u00e0 kh\u00f4ng \u0111\u1ee7. Khi \u0111\u00f3, c\u00e1c c\u1ee5m \u0111a n\u00fat v\u1edbi k\u1ebft n\u1ed1i nhanh tr\u1edf n\u00ean thi\u1ebft y\u1ebfu.<\/p>\n<h2>K\u1ebft lu\u1eadn<\/h2>\n<p>Kh\u00f4ng c\u00f3 c\u00e2u tr\u1ea3 l\u1eddi chung cho vi\u1ec7c b\u1ea1n c\u1ea7n bao nhi\u00eau GPU; \u0111i\u1ec1u n\u00e0y ph\u1ee5 thu\u1ed9c v\u00e0o giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n c\u1ee7a b\u1ea1n trong h\u00e0nh tr\u00ecnh AI, d\u00f9 b\u1ea1n \u0111ang th\u1eed nghi\u1ec7m, \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh s\u1ea3n xu\u1ea5t hay tri\u1ec3n khai c\u00e1c h\u1ec7 th\u1ed1ng quy m\u00f4 l\u1edbn. M\u1ed9t GPU duy nh\u1ea5t c\u00f3 th\u1ec3 \u0111\u1ee7 cho nghi\u00ean c\u1ee9u ban \u0111\u1ea7u, nh\u01b0ng khi c\u00e1c m\u00f4 h\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 c\u00e1c d\u1ef1 \u00e1n chuy\u1ec3n sang giai \u0111o\u1ea1n s\u1ea3n xu\u1ea5t, c\u00e1c m\u00e1y ch\u1ee7 \u0111a GPU v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 c\u00e1c c\u1ee5m \u0111a h\u1ec7 th\u1ed1ng tr\u1edf n\u00ean thi\u1ebft y\u1ebfu.<\/p>\n<p>\u0110\u1ea7u t\u01b0 v\u00e0o t\u00ednh to\u00e1n GPU ch\u00ednh l\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch cho s\u1ef1 ph\u00e1t tri\u1ec3n. H\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi nh\u1eefng g\u00ec \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c hi\u1ec7n t\u1ea1i c\u1ee7a b\u1ea1n, nh\u01b0ng \u0111\u1ed3ng th\u1eddi c\u00e2n nh\u1eafc c\u00e1c nhu c\u1ea7u trong t\u01b0\u01a1ng lai v\u1ec1 \u0111\u00e0o t\u1ea1o nhanh h\u01a1n, kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c ph\u00e2n t\u00e1n v\u00e0 tri\u1ec3n khai \u0111\u00e1ng tin c\u1eady. C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng ph\u00f9 h\u1ee3p \u1edf m\u1ed7i giai \u0111o\u1ea1n \u0111\u1ea3m b\u1ea3o qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n AI c\u1ee7a b\u1ea1n lu\u00f4n hi\u1ec7u qu\u1ea3, c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 s\u1eb5n s\u00e0ng cho nh\u1eefng b\u01b0\u1edbc ti\u1ebfn ti\u1ebfp theo.\u00a0H\u00e3y li\u00ean h\u1ec7 v\u1edbi k\u1ef9 s\u01b0 Exxact\u00a0\u0111\u1ec3 \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111i\u1ec7n to\u00e1n ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u ri\u00eang c\u1ee7a b\u1ea1n.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=19630\">NVIDIA v\u1edbi \u00fd t\u01b0\u1edfng v\u1ec1 &#8220;Premium AI PC&#8221; \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi GPU GeForce<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=13248\">M\u00e1y ch\u1ee7 v\u00e0 M\u00e1y tr\u1ea1m AI: L\u1ef1a ch\u1ecdn n\u00e0o ph\u00f9 h\u1ee3p v\u1edbi b\u1ea1n?<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Gi&#7899;i thi&#7879;u Khi n&oacute;i &#273;&#7871;n h&#7885;c s&acirc;u v&agrave; AI, GPU l&agrave; y&#7871;u t&#7889; ch&iacute;nh th&uacute;c &#273;&#7849;y t&#7889;c &#273;&#7897; &#273;&agrave;o t&#7841;o, k&iacute;ch c&#7905; m&ocirc; h&igrave;nh v&agrave; n&#259;ng su&#7845;t t&#7893;ng th&#7875; c&#7911;a h&#7879; th&#7889;ng. S&#7889; l&#432;&#7907;ng GPU m&agrave; b&#7841;n ch&#7885;n &#7843;nh h&#432;&#7903;ng tr&#7921;c ti&#7871;p &#273;&#7871;n t&#7889;c &#273;&#7897; ch&#7841;y th&#7917; nghi&#7879;m, quy m&ocirc; t&#7853;p d&#7919; li&#7879;u hay lo&#7841;i&#8230;<\/p>\n","protected":false},"author":2,"featured_media":22572,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3],"tags":[916],"class_list":["post-22562","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","tag-ai-workstation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>C\u1ea7n bao nhi\u00eau GPU cho m\u00e1y tr\u1ea1m Deep Learning c\u1ee7a b\u1ea1n? - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-p22562\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"C\u1ea7n bao nhi\u00eau GPU cho m\u00e1y tr\u1ea1m Deep Learning c\u1ee7a b\u1ea1n? - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Gi&#7899;i thi&#7879;u Khi n&oacute;i &#273;&#7871;n h&#7885;c s&acirc;u v&agrave; AI, GPU l&agrave; y&#7871;u t&#7889; ch&iacute;nh th&uacute;c &#273;&#7849;y t&#7889;c &#273;&#7897; &#273;&agrave;o t&#7841;o, k&iacute;ch c&#7905; m&ocirc; h&igrave;nh v&agrave; n&#259;ng su&#7845;t t&#7893;ng th&#7875; c&#7911;a h&#7879; th&#7889;ng. S&#7889; l&#432;&#7907;ng GPU m&agrave; b&#7841;n ch&#7885;n &#7843;nh h&#432;&#7903;ng tr&#7921;c ti&#7871;p &#273;&#7871;n t&#7889;c &#273;&#7897; ch&#7841;y th&#7917; nghi&#7879;m, quy m&ocirc; t&#7853;p d&#7919; li&#7879;u hay lo&#7841;i...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2025\/09\/TheGioiMayChu-Blog-AI-GPU-workstation.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"24 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-p22562\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-p22562\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"C\u1ea7n bao nhi\u00eau GPU cho m\u00e1y tr\u1ea1m Deep Learning c\u1ee7a b\u1ea1n?\",\"datePublished\":\"2025-09-05T00:28:43+00:00\",\"dateModified\":\"2025-09-09T01:12:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-p22562\\\/\"},\"wordCount\":4723,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-p22562\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/TheGioiMayChu-Blog-AI-GPU-workstation.jpg\",\"keywords\":[\"AI Workstation\"],\"articleSection\":[\"AI - HPC\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-p22562\\\/\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/can-bao-nhieu-gpu-cho-may-tram-deep-learning-cua-ban-p22562\\\/\",\"name\":\"C\u1ea7n bao nhi\u00eau GPU cho m\u00e1y tr\u1ea1m Deep Learning c\u1ee7a b\u1ea1n? 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