{"id":23064,"date":"2025-09-05T14:33:40","date_gmt":"2025-09-05T07:33:40","guid":{"rendered":"https:\/\/vnso.vn\/?p=23064"},"modified":"2025-09-15T14:03:18","modified_gmt":"2025-09-15T07:03:18","slug":"nvidia-hgx-h100-be-phong-suc-manh-ai-va-hpc","status":"publish","type":"post","link":"https:\/\/vnso.vn\/en\/nvidia-hgx-h100-be-phong-suc-manh-ai-va-hpc\/","title":{"rendered":"NVIDIA HGX H100 \u2013 B\u1ec7 ph\u00f3ng s\u1ee9c m\u1ea1nh AI v\u00e0 HPC"},"content":{"rendered":"<p style=\"text-align: justify;\">Gi\u1eefa l\u00e0n s\u00f3ng AI b\u00f9ng n\u1ed5, th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t b\u01b0\u1edbc nh\u1ea3y m\u1edbi c\u1ee7a c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u: <a href=\"https:\/\/vnso.vn\/en\/gpu-h100-nvidia-hieu-suat-ai-khung-voi-gia-cham-noc\/\"><strong data-start=\"107\" data-end=\"126\">NVIDIA HGX H100<\/strong><\/a>. \u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng h\u1ea1 t\u1ea7ng AI th\u1ebf h\u1ec7 m\u1edbi \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 x\u01b0\u01a1ng s\u1ed1ng cho c\u00e1c si\u00eau m\u00e1y t\u00ednh hi\u1ec7n \u0111\u1ea1i. V\u1edbi 8 GPU H100 Hopper k\u1ebft n\u1ed1i b\u1eb1ng NVSwitch t\u1ed1c \u0111\u1ed9 cao, HGX H100 mang l\u1ea1i s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n kh\u1ed5ng l\u1ed3, \u0111\u1ee7 \u0111\u1ec3 hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef h\u00e0ng tr\u0103m t\u1ec9 tham s\u1ed1 hay ch\u1ea1y gi\u1ea3 l\u1eadp khoa h\u1ecdc \u1edf quy m\u00f4 ch\u01b0a t\u1eebng c\u00f3.<\/p>\n<p style=\"text-align: justify;\">T\u1eeb ph\u00f2ng th\u00ed nghi\u1ec7m nghi\u00ean c\u1ee9u \u0111\u1ebfn nh\u1eefng trung t\u00e2m d\u1eef li\u1ec7u \u0111\u00e1m m\u00e2y, s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a HGX H100 \u0111ang m\u1edf ra k\u1ef7 nguy\u00ean t\u0103ng t\u1ed1c AI v\u00e0 HPC, n\u01a1i hi\u1ec7u su\u1ea5t kh\u00f4ng c\u00f2n l\u00e0 gi\u1edbi h\u1ea1n, m\u00e0 l\u00e0 b\u00e0n \u0111\u1ea1p cho \u0111\u1ed5i m\u1edbi. C\u00f9ng VNSO t\u00ecm hi\u1ec3u t\u1ea5t t\u1ea7n t\u1eadt v\u1ec1 NVIDIA HGX H100 qua b\u00e0i vi\u1ebft.<\/p>\n<p data-start=\"182\" data-end=\"604\">&gt;&gt;&gt; \u0110\u0103ng k\u00fd ngay <a href=\"https:\/\/gpu.vnso.vn\/\"><strong>Server AI\/GPU, Cloud GPU VNSO<\/strong><\/a> \u2013 <em>t\u01b0 v\u1ea5n,<\/em><em> b\u00e1o gi\u00e1 &amp; d\u00f9ng th\u1eed mi\u1ec5n ph\u00ed<\/em>!<\/p>\n<p style=\"text-align: justify;\" data-start=\"5253\" data-end=\"5426\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f15879-o1\" lang=\"en-US\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/23064#wpcf7-f15879-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/en\/wp-json\/wp\/v2\/posts\/23064#wpcf7-f15879-o1\">\n<div style=\"display: none;\">\n<input type=\"hidden\" 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class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"en\"\/><\/form>\n<\/div>\n<\/p>\n<h2 style=\"text-align: justify;\">1. B\u1ea1n n\u00ean bi\u1ebft g\u00ec v\u1ec1 NVIDIA HGX H100?<\/h2>\n<p style=\"text-align: justify;\" data-start=\"0\" data-end=\"356\">NVIDIA HGX H100 l\u00e0 n\u1ec1n t\u1ea3ng m\u00e1y ch\u1ee7 GPU th\u1ebf h\u1ec7 m\u1edbi c\u1ee7a NVIDIA, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang cho tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 \u0111i\u1ec7n to\u00e1n hi\u1ec7u n\u0103ng cao (HPC). Thay v\u00ec ch\u1ec9 l\u00e0 m\u1ed9t card \u0111\u1ed3 h\u1ecda \u0111\u01a1n l\u1ebb, HGX H100 gi\u1ed1ng nh\u01b0 m\u1ed9t \u201cb\u1ea3ng n\u1ec1n\u201d (baseboard) ch\u1ee9a nhi\u1ec1u GPU H100 Hopper m\u1ea1nh m\u1ebd, k\u1ebft n\u1ed1i v\u1edbi nhau b\u1eb1ng c\u00f4ng ngh\u1ec7 NVLink v\u00e0 NVSwitch \u0111\u1ec3 t\u1ea1o th\u00e0nh m\u1ed9t kh\u1ed1i x\u1eed l\u00fd th\u1ed1ng nh\u1ea5t.<\/p>\n<p style=\"text-align: justify;\" data-start=\"358\" data-end=\"693\">T\u1eeb nh\u1eefng m\u00e1y ch\u1ee7 AI cao c\u1ea5p nh\u01b0 NVIDIA DGX H100 cho \u0111\u1ebfn c\u00e1c si\u00eau m\u00e1y t\u00ednh h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi, n\u1ec1n t\u1ea3ng n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng ph\u1ee5c v\u1ee5 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI, ch\u1ea1y suy lu\u1eadn t\u1ed1c \u0111\u1ed9 cao hay x\u1eed l\u00fd c\u00e1c b\u00e0i to\u00e1n khoa h\u1ecdc ph\u1ee9c t\u1ea1p.<\/p>\n<p style=\"text-align: justify;\" data-start=\"695\" data-end=\"1030\">V\u1edbi ki\u1ebfn tr\u00fac Hopper, b\u1ed9 nh\u1edb HBM3 dung l\u01b0\u1ee3ng l\u1edbn v\u00e0 kh\u1ea3 n\u0103ng t\u0103ng t\u1ed1c \u0111\u1eb7c bi\u1ec7t cho c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef kh\u1ed5ng l\u1ed3, HGX H100 nhanh ch\u00f3ng tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn h\u00e0ng \u0111\u1ea7u c\u1ee7a c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y. N\u00f3 kh\u00f4ng ch\u1ec9 mang \u0111\u1ebfn hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i, m\u00e0 c\u00f2n m\u1edf \u0111\u01b0\u1eddng cho m\u1ed9t th\u1ebf h\u1ec7 \u1ee9ng d\u1ee5ng AI m\u1ea1nh m\u1ebd v\u00e0 linh ho\u1ea1t h\u01a1n.<\/p>\n<div id=\"attachment_23075\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/vnso.vn\/en\/\"><img fetchpriority=\"high\" decoding=\"async\" aria-describedby=\"caption-attachment-23075\" class=\"wp-image-23075 size-full\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/chip-ai-nvidia-hgx-h100.jpg\" alt=\"chip-ai-nvidia-hgx-h100\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/chip-ai-nvidia-hgx-h100.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/chip-ai-nvidia-hgx-h100-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/chip-ai-nvidia-hgx-h100-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/chip-ai-nvidia-hgx-h100-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/chip-ai-nvidia-hgx-h100-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-23075\" class=\"wp-caption-text\"><em>H\u00ecnh \u1ea3nh Chip AI NVIDIA HGX H100<\/em><\/p><\/div>\n<h3 style=\"text-align: justify;\" data-start=\"695\" data-end=\"1030\">Th\u00f4ng s\u1ed1 c\u1ea5u h\u00ecnh c\u1ee7a NVIDIA HGX H100<\/h3>\n<table>\n<thead>\n<tr>\n<th>Technical specifications<\/th>\n<th>HGX H100 (4-GPU)<\/th>\n<th>HGX H100 (8-GPU)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Form Factor<\/td>\n<td>4x NVIDIA H100 SXM<\/td>\n<td>8x NVIDIA H100 SXM<\/td>\n<\/tr>\n<tr>\n<td>FP8 Tensor Core*<\/td>\n<td>16 PFLOPS<\/td>\n<td>32 PFLOPS<\/td>\n<\/tr>\n<tr>\n<td>INT8 Tensor Core*<\/td>\n<td>16 POPS<\/td>\n<td>32 POPS<\/td>\n<\/tr>\n<tr>\n<td>FP16\/BF16 Tensor Core*<\/td>\n<td>8 PFLOPS<\/td>\n<td>16 PFLOPS<\/td>\n<\/tr>\n<tr>\n<td>TF32 Tensor Core*<\/td>\n<td>4 PFLOPS<\/td>\n<td>8 PFLOPS<\/td>\n<\/tr>\n<tr>\n<td>FP32<\/td>\n<td>270 TFLOPS<\/td>\n<td>540 TFLOPS<\/td>\n<\/tr>\n<tr>\n<td>FP64<\/td>\n<td>140 TFLOPS<\/td>\n<td>270 TFLOPS<\/td>\n<\/tr>\n<tr>\n<td>FP64 Tensor Core<\/td>\n<td>270 TFLOPS<\/td>\n<td>540 TFLOPS<\/td>\n<\/tr>\n<tr>\n<td>T\u1ed5ng dung l\u01b0\u1ee3ng b\u1ed9 nh\u1edb<\/td>\n<td>320 GB HBM3<\/td>\n<td>640 GB HBM3<\/td>\n<\/tr>\n<tr>\n<td>B\u0103ng th\u00f4ng t\u1ed5ng GPU<\/td>\n<td>13 GB\/s<\/td>\n<td>27 GB\/s<\/td>\n<\/tr>\n<tr>\n<td>NVLink<\/td>\n<td>Th\u1ebf h\u1ec7 th\u1ee9 4<\/td>\n<td>Th\u1ebf h\u1ec7 th\u1ee9 4<\/td>\n<\/tr>\n<tr>\n<td>NVSwitch<\/td>\n<td>Kh\u00f4ng c\u00f3<\/td>\n<td>NVLink 4 Switch<\/td>\n<\/tr>\n<tr>\n<td>B\u0103ng th\u00f4ng NVSwitch GPU-GPU<\/td>\n<td>Kh\u00f4ng c\u00f3<\/td>\n<td>900 GB\/s<\/td>\n<\/tr>\n<tr>\n<td>T\u1ed5ng b\u0103ng th\u00f4ng<\/td>\n<td>3,6 TB\/s<\/td>\n<td>7,2 TB\/s<\/td>\n<\/tr>\n<tr>\n<td>B\u0103ng th\u00f4ng m\u1ea1ng<\/td>\n<td>0,4 TB\/s<\/td>\n<td>0,8 TB\/s<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: justify;\">(* V\u1edbi sparsity \u2013 k\u1ef9 thu\u1eadt l\u00e0m th\u01b0a d\u1eef li\u1ec7u \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00ednh to\u00e1n)<\/p>\n<h3 style=\"text-align: justify;\">T\u1ea1i sao g\u1ecdi l\u00e0 NVIDIA HGX H100? HGX l\u00e0 g\u00ec?<\/h3>\n<p style=\"text-align: justify;\">NVIDIA HGX H100 l\u00e0 t\u00ean g\u1ecdi c\u1ee7a n\u1ec1n t\u1ea3ng m\u00e1y ch\u1ee7 GPU \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean ki\u1ebfn tr\u00fac Hopper H100. Trong \u0111\u00f3, HGX kh\u00f4ng ph\u1ea3i l\u00e0 t\u00ean GPU, m\u00e0 l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a Hyperscale GPU eXcelerator \u2013 n\u1ec1n t\u1ea3ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng do NVIDIA thi\u1ebft k\u1ebf d\u00e0nh ri\u00eang cho c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u AI v\u00e0 HPC.<\/p>\n<p style=\"text-align: justify;\">\u0110i\u1ec3m quan tr\u1ecdng l\u00e0 HGX H100 kh\u00f4ng b\u00e1n tr\u1ef1c ti\u1ebfp cho ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i, m\u00e0 th\u01b0\u1eddng \u0111\u01b0\u1ee3c c\u00e1c h\u00e3ng m\u00e1y ch\u1ee7 nh\u01b0 Dell, HPE, Supermicro\u2026 s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng c\u1ee7a ri\u00eang h\u1ecd. Trong khi \u0111\u00f3, c\u00e1c d\u00f2ng m\u00e1y ch\u1ee7 AI cao c\u1ea5p c\u1ee7a NVIDIA nh\u01b0 DGX H100 c\u0169ng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean n\u1ec1n t\u1ea3ng n\u00e0y.<\/p>\n<div id=\"attachment_23074\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/vnso.vn\/en\/\"><img decoding=\"async\" aria-describedby=\"caption-attachment-23074\" class=\"size-full wp-image-23074\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/8x-gpu-nvidia-h100-techday-2024.jpg\" alt=\"8x-gpu-nvidia-h100-techday-2024\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/8x-gpu-nvidia-h100-techday-2024.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/8x-gpu-nvidia-h100-techday-2024-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/8x-gpu-nvidia-h100-techday-2024-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/8x-gpu-nvidia-h100-techday-2024-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/8x-gpu-nvidia-h100-techday-2024-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-23074\" class=\"wp-caption-text\"><em>H\u00ecnh \u1ea3nh th\u1ef1c t\u1ebf 8x GPU NVIDIA H100 t\u1ea1i s\u1ef1 ki\u1ec7n c\u00f4ng ngh\u1ec7 Techday 2024<\/em><\/p><\/div>\n<h3 style=\"text-align: justify;\">NVIDIA HGX H100 kh\u00e1c g\u00ec so v\u1edbi c\u00e1c th\u1ebf h\u1ec7 tr\u01b0\u1edbc?<\/h3>\n<p style=\"text-align: justify;\">So v\u1edbi th\u1ebf h\u1ec7 tr\u01b0\u1edbc HGX A100, n\u1ec1n t\u1ea3ng NVIDIA HGX H100 mang \u0111\u1ebfn b\u01b0\u1edbc nh\u1ea3y v\u1ecdt v\u1ec1 hi\u1ec7u n\u0103ng nh\u1edd ki\u1ebfn tr\u00fac Hopper m\u1edbi, h\u1ed7 tr\u1ee3 FP8 Transformer Engine gi\u00fap t\u0103ng t\u1ed1c hu\u1ea5n luy\u1ec7n LLM g\u1ea5p nhi\u1ec1u l\u1ea7n, b\u1ed9 nh\u1edb HBM3 dung l\u01b0\u1ee3ng v\u00e0 b\u0103ng th\u00f4ng cao h\u01a1n, c\u00f9ng kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i NVLink Gen4 nhanh h\u01a1n.<\/p>\n<p style=\"text-align: justify;\">Trong khi A100 ch\u1ee7 y\u1ebfu d\u00f9ng FP16\/BF16, th\u00ec H100 t\u1ed1i \u01b0u t\u1ed1t h\u01a1n cho AI hi\u1ec7n \u0111\u1ea1i. Ngo\u00e0i ra, NVIDIA c\u00f2n gi\u1edbi thi\u1ec7u HGX H200 v\u1edbi b\u1ed9 nh\u1edb HBM3e l\u1edbn h\u01a1n, cho th\u1ea5y H100 l\u00e0 th\u1ebf h\u1ec7 trung t\u00e2m \u0111\u00e1nh d\u1ea5u s\u1ef1 chuy\u1ec3n giao sang k\u1ef7 nguy\u00ean AI quy m\u00f4 c\u1ef1c l\u1edbn.<\/p>\n<div id=\"attachment_23073\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/vnso.vn\/en\/\"><img decoding=\"async\" aria-describedby=\"caption-attachment-23073\" class=\"size-full wp-image-23073\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-mat-sau.jpg\" alt=\"nvidia-hgx-h100-mat-sau\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-mat-sau.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-mat-sau-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-mat-sau-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-mat-sau-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-mat-sau-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-23073\" class=\"wp-caption-text\">M\u1eb7t sau c\u1ee7a NVIDIA HGX H100<\/p><\/div>\n<h2 style=\"text-align: justify;\">2. Ph\u00e2n bi\u1ec7t NVIDIA HGX H100 kh\u00e1c g\u00ec so v\u1edbi c\u00e1c d\u00f2ng kh\u00e1c trong h\u1ec7 sinh th\u00e1i NVIDIA nh\u01b0 DGX, GPU<\/h2>\n<p style=\"text-align: justify;\" data-start=\"58\" data-end=\"177\">\u0110\u1ec3 tr\u00e1nh nh\u1ea7m l\u1eabn, c\u1ea7n ph\u00e2n bi\u1ec7t r\u00f5 vai tr\u00f2 c\u1ee7a GPU H100, HGX H100 v\u00e0 DGX H100 trong h\u1ec7 sinh th\u00e1i NVIDIA:<\/p>\n<p style=\"text-align: justify;\" data-start=\"58\" data-end=\"177\"><strong data-start=\"456\" data-end=\"468\">&#8211; HGX H100<\/strong>: \u0111\u00e2y l\u00e0 bo m\u1ea1ch n\u1ec1n do NVIDIA thi\u1ebft k\u1ebf, t\u00edch h\u1ee3p nhi\u1ec1u GPU H100 (th\u01b0\u1eddng 4 ho\u1eb7c 8) v\u00e0 k\u1ebft n\u1ed1i v\u1edbi nhau b\u1eb1ng NVSwitch + NVLink. HGX gi\u1ed1ng nh\u01b0 \u201cb\u1ed9 khung chu\u1ea9n\u201d \u0111\u1ec3 c\u00e1c h\u00e3ng server (Dell, HPE, Supermicro\u2026) ph\u00e1t tri\u1ec3n m\u00e1y ch\u1ee7 AI c\u1ee7a ri\u00eang h\u1ecd. N\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 s\u1ea3n ph\u1ea9m b\u00e1n l\u1ebb cho ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i, m\u00e0 d\u00e0nh cho c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t h\u1ec7 th\u1ed1ng.<\/p>\n<p style=\"text-align: justify;\" data-start=\"181\" data-end=\"452\"><strong data-start=\"181\" data-end=\"193\">&#8211; GPU H100<\/strong>: con chip x\u1eed l\u00fd \u0111\u1ed3 h\u1ecda ki\u1ebfn tr\u00fac Hopper, c\u00f3 hai phi\u00ean b\u1ea3n ch\u00ednh: <strong data-start=\"266\" data-end=\"274\">PCIe<\/strong> (linh ho\u1ea1t, d\u1ec5 l\u1eafp trong nhi\u1ec1u lo\u1ea1i server) v\u00e0 <strong data-start=\"322\" data-end=\"329\">SXM<\/strong> (hi\u1ec7u n\u0103ng cao, t\u1ed1i \u01b0u b\u0103ng th\u00f4ng NVLink). N\u00f3 l\u00e0 ph\u1ea7n t\u1eed t\u00ednh to\u00e1n c\u1ed1t l\u00f5i, t\u01b0\u01a1ng t\u1ef1 nh\u01b0 CPU nh\u01b0ng chuy\u00ean cho AI v\u00e0 HPC.<\/p>\n<p style=\"text-align: justify;\" data-start=\"812\" data-end=\"1117\"><strong data-start=\"812\" data-end=\"824\">&#8211; DGX H100<\/strong>: m\u00e1y ch\u1ee7 AI ho\u00e0n ch\u1ec9nh do NVIDIA cung c\u1ea5p. DGX s\u1eed d\u1ee5ng n\u1ec1n t\u1ea3ng HGX H100, k\u00e8m CPU, DPU, b\u1ed9 nh\u1edb, l\u01b0u tr\u1eef, ph\u1ea7n m\u1ec1m t\u1ed1i \u01b0u v\u00e0 d\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3. N\u00f3i c\u00e1ch kh\u00e1c, DGX l\u00e0 m\u1ed9t \u201csi\u00eau m\u00e1y t\u00ednh AI \u0111\u00f3ng g\u00f3i s\u1eb5n\u201d, ph\u00f9 h\u1ee3p cho doanh nghi\u1ec7p mu\u1ed1n tri\u1ec3n khai nhanh m\u00e0 kh\u00f4ng c\u1ea7n t\u1ef1 thi\u1ebft k\u1ebf h\u1ea1 t\u1ea7ng.<\/p>\n<p data-start=\"812\" data-end=\"1117\"><strong>&gt;&gt;&gt; Xem th\u00eam: <a href=\"https:\/\/vnso.vn\/en\/nvidia-dgx-h100\/\">NVIDIA DGX H100 &#8211; M\u00e1y ch\u1ee7 AI ti\u00eau chu\u1ea9n c\u1ea5p doanh nghi\u1ec7p<\/a><\/strong><\/p>\n<p><a href=\"https:\/\/vnso.vn\/en\/\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-22944 size-full\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cau-truc-ben-trong-NVIDIA-DGX-H100.jpg\" alt=\"C\u1ea5u tr\u00fac b\u00ean trong NVIDIA DGX H100\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cau-truc-ben-trong-NVIDIA-DGX-H100.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cau-truc-ben-trong-NVIDIA-DGX-H100-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cau-truc-ben-trong-NVIDIA-DGX-H100-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cau-truc-ben-trong-NVIDIA-DGX-H100-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cau-truc-ben-trong-NVIDIA-DGX-H100-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><\/p>\n<h3 style=\"text-align: justify;\" data-start=\"812\" data-end=\"1117\">C\u00e1c bi\u1ebfn th\u1ec3 v\u00e0 n\u1ec1n t\u1ea3ng li\u00ean quan c\u1ee7a NVIDIA H100<\/h3>\n<p style=\"text-align: justify;\">Ngo\u00e0i GPU H100, HGX H100 v\u00e0 DGX H100, h\u1ec7 sinh th\u00e1i NVIDIA c\u00f2n m\u1edf r\u1ed9ng v\u1edbi nhi\u1ec1u bi\u1ebfn th\u1ec3 v\u00e0 n\u1ec1n t\u1ea3ng li\u00ean quan. GPU H100 c\u00f3 hai d\u1ea1ng: PCIe (linh ho\u1ea1t, d\u1ec5 tri\u1ec3n khai trong nhi\u1ec1u server) v\u00e0 SXM (hi\u1ec7u n\u0103ng cao, chuy\u00ean cho HGX\/DGX). \u1ede c\u1ea5p \u0111\u1ed9 l\u1edbn h\u01a1n, SuperPod l\u00e0 c\u1ee5m nhi\u1ec1u DGX H100 k\u1ebft n\u1ed1i th\u00e0nh si\u00eau m\u00e1y t\u00ednh AI quy m\u00f4 exaFLOPS, trong khi OVX l\u1ea1i l\u00e0 m\u00e1y ch\u1ee7 t\u1ed1i \u01b0u cho Omniverse v\u00e0 m\u00f4 ph\u1ecfng 3D.<\/p>\n<p style=\"text-align: justify;\">Nhi\u1ec1u h\u1ec7 th\u1ed1ng HGX\/DGX c\u0169ng t\u00edch h\u1ee3p th\u00eam BlueField DPU v\u00e0 ConnectX NIC \u0111\u1ec3 t\u0103ng hi\u1ec7u qu\u1ea3 m\u1ea1ng v\u00e0 b\u1ea3o m\u1eadt. Ngo\u00e0i ra, d\u00f2ng HGX kh\u00f4ng ch\u1ec9 c\u00f3 H100 m\u00e0 c\u00f2n c\u00f3 HGX A100 (Ampere) v\u00e0 HGX H200 (phi\u00ean b\u1ea3n n\u00e2ng c\u1ea5p v\u1edbi b\u1ed9 nh\u1edb HBM3e l\u1edbn h\u01a1n), cho th\u1ea5y \u0111\u00e2y l\u00e0 \u0111\u1ecbnh d\u1ea1ng n\u1ec1n t\u1ea3ng m\u00e0 NVIDIA duy tr\u00ec qua t\u1eebng th\u1ebf h\u1ec7 GPU AI.<\/p>\n<h2 style=\"text-align: justify;\" data-start=\"106\" data-end=\"146\">3. \u0110\u1eb7c \u0111i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a NVIDIA HGX H100<\/h2>\n<h3 style=\"text-align: justify;\" data-start=\"148\" data-end=\"178\">3.1. Hi\u1ec7u n\u0103ng AI v\u01b0\u1ee3t tr\u1ed9i<\/h3>\n<p style=\"text-align: justify;\" data-start=\"179\" data-end=\"429\">NVIDIA HGX H100 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean ki\u1ebfn tr\u00fac Hopper, mang \u0111\u1ebfn b\u01b0\u1edbc nh\u1ea3y v\u1ecdt v\u1ec1 hi\u1ec7u n\u0103ng trong hu\u1ea5n luy\u1ec7n v\u00e0 suy lu\u1eadn AI. V\u1edbi kh\u1ea3 n\u0103ng x\u1eed l\u00fd h\u00e0ng ngh\u00ecn t\u1ef7 tham s\u1ed1, n\u1ec1n t\u1ea3ng n\u00e0y \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p cho c\u00e1c m\u00f4 h\u00ecnh AI th\u1ebf h\u1ec7 m\u1edbi nh\u01b0 GPT, BERT, hay LLMs.<\/p>\n<div id=\"attachment_23072\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/vnso.vn\/en\/\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-23072\" class=\"wp-image-23072 size-full\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-training-ai-nhanh-4.5x-lan-gpt-3-175B.jpg\" alt=\"nvidia-hgx-h100-training-ai-nhanh-4.5x-lan-gpt-3-175B\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-training-ai-nhanh-4.5x-lan-gpt-3-175B.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-training-ai-nhanh-4.5x-lan-gpt-3-175B-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-training-ai-nhanh-4.5x-lan-gpt-3-175B-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-training-ai-nhanh-4.5x-lan-gpt-3-175B-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-training-ai-nhanh-4.5x-lan-gpt-3-175B-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-23072\" class=\"wp-caption-text\"><em>NVIDIA HGX H100 Training GPT-3 175b nhanh g\u1ea5p 4.5x l\u1ea7n A100<\/em><\/p><\/div>\n<h3 style=\"text-align: justify;\" data-start=\"431\" data-end=\"464\">3.2. Thi\u1ebft k\u1ebf m\u00f4-\u0111un linh ho\u1ea1t<\/h3>\n<p style=\"text-align: justify;\" data-start=\"465\" data-end=\"771\">HGX H100 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t \u201cbuilding block\u201d chu\u1ea9n h\u00f3a, cho ph\u00e9p c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t server d\u1ec5 d\u00e0ng t\u00edch h\u1ee3p v\u00e0o nhi\u1ec1u h\u1ec7 th\u1ed1ng kh\u00e1c nhau. Thi\u1ebft k\u1ebf d\u1ea1ng SXM gi\u00fap k\u1ebft n\u1ed1i nhi\u1ec1u GPU H100 l\u1ea1i v\u1edbi nhau th\u00f4ng qua NVLink v\u00e0 NVSwitch, t\u1ea1o th\u00e0nh m\u1ed9t n\u1ec1n t\u1ea3ng AI m\u1ea1nh m\u1ebd, c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng t\u1eeb 4 \u0111\u1ebfn 8 GPU trong m\u1ed9t node.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"773\" data-end=\"808\">3.3. H\u1ec7 th\u1ed1ng k\u1ebft n\u1ed1i t\u1ed1c \u0111\u1ed9 cao<\/h3>\n<p style=\"text-align: justify;\" data-start=\"809\" data-end=\"1061\">\u0110i\u1ec3m m\u1ea1nh l\u1edbn c\u1ee7a HGX H100 n\u1eb1m \u1edf kh\u1ea3 n\u0103ng giao ti\u1ebfp gi\u1eefa c\u00e1c GPU. C\u00f4ng ngh\u1ec7 NVLink Gen4 v\u00e0 NVSwitch gi\u00fap truy\u1ec1n d\u1eef li\u1ec7u si\u00eau nhanh, gi\u1ea3m \u0111\u1ed9 tr\u1ec5 v\u00e0 t\u0103ng th\u00f4ng l\u01b0\u1ee3ng, h\u1ed7 tr\u1ee3 t\u1ed1i \u01b0u cho kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI kh\u1ed5ng l\u1ed3, HPC v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"1063\" data-end=\"1106\">3.4. T\u1ed1i \u01b0u cho nhi\u1ec1u lo\u1ea1i h\u00ecnh \u1ee9ng d\u1ee5ng<\/h3>\n<p style=\"text-align: justify;\" data-start=\"1107\" data-end=\"1398\">HGX H100 kh\u00f4ng ch\u1ec9 d\u00e0nh cho AI, m\u00e0 c\u00f2n \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho HPC (High Performance Computing), khoa h\u1ecdc d\u1eef li\u1ec7u, m\u00f4 ph\u1ecfng k\u1ef9 thu\u1eadt, v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c doanh nghi\u1ec7p, trung t\u00e2m nghi\u00ean c\u1ee9u v\u00e0 si\u00eau m\u00e1y t\u00ednh t\u1eadn d\u1ee5ng t\u1ed1i \u0111a h\u1ea1 t\u1ea7ng \u0111\u1ec3 t\u0103ng t\u1ed1c \u0111\u1ed5i m\u1edbi.<\/p>\n<div id=\"attachment_23071\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/vnso.vn\/en\/\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-23071\" class=\"size-full wp-image-23071\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-hieu-suat-HPC-nhanh-1.7x-lan-A100.jpg\" alt=\"nvidia-hgx-h100-hieu-suat-HPC-nhanh-1.7x-lan-A100\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-hieu-suat-HPC-nhanh-1.7x-lan-A100.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-hieu-suat-HPC-nhanh-1.7x-lan-A100-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-hieu-suat-HPC-nhanh-1.7x-lan-A100-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-hieu-suat-HPC-nhanh-1.7x-lan-A100-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-h100-hieu-suat-HPC-nhanh-1.7x-lan-A100-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-23071\" class=\"wp-caption-text\">Hi\u1ec7u su\u1ea5t HPC c\u1ee7a NVIDIA HGX H100 nhanh h\u01a1n 1.7x l\u1ea7n A100<\/p><\/div>\n<p><strong>&gt;&gt;&gt; Xem th\u00eam: <a href=\"https:\/\/vnso.vn\/en\/so-sanh-a100-nvidia-vs-h100\/\">So s\u00e1nh A100 NVIDIA GPU vs H100: N\u00ean ch\u1ecdn GPU n\u00e0o?<\/a><\/strong><\/p>\n<h3 style=\"text-align: justify;\" data-start=\"1400\" data-end=\"1445\">3.5. N\u1ec1n t\u1ea3ng m\u1edf r\u1ed9ng cho si\u00eau m\u00e1y t\u00ednh AI<\/h3>\n<p style=\"text-align: justify;\" data-start=\"1446\" data-end=\"1683\">HGX H100 ch\u00ednh l\u00e0 n\u1ec1n t\u1ea3ng c\u1ed1t l\u00f5i trong c\u00e1c h\u1ec7 th\u1ed1ng NVIDIA DGX v\u00e0 SuperPod. T\u1eeb m\u1ed9t node nh\u1ecf, doanh nghi\u1ec7p c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 th\u00e0nh c\u1ee5m m\u00e1y t\u00ednh AI v\u1edbi s\u1ee9c m\u1ea1nh h\u00e0ng tr\u0103m \u0111\u1ebfn h\u00e0ng ngh\u00ecn GPU, \u0111\u1ea1t hi\u1ec7u n\u0103ng \u1edf c\u1ea5p \u0111\u1ed9 exaFLOPS.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"1446\" data-end=\"1683\">3.6. C\u00f4ng ngh\u1ec7 v\u01b0\u1ee3t tr\u1ed9i \u0111\u1ec9nh cao NVIDIA HGX H100<\/h3>\n<p style=\"text-align: justify;\" data-start=\"135\" data-end=\"285\">&#8211; B\u1ed9 nh\u1edb HBM3 dung l\u01b0\u1ee3ng l\u1edbn: HGX H100 h\u1ed7 tr\u1ee3 GPU H100 v\u1edbi b\u1ed9 nh\u1edb HBM3 l\u00ean \u0111\u1ebfn 80 GB m\u1ed7i GPU, b\u0103ng th\u00f4ng c\u1ef1c cao gi\u00fap x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn nhanh h\u01a1n.<\/p>\n<p style=\"text-align: justify;\" data-start=\"288\" data-end=\"463\">&#8211; H\u1ed7 tr\u1ee3 FP8 Transformer Engine: \u0110\u00e2y l\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi trong ki\u1ebfn tr\u00fac Hopper, gi\u00fap t\u0103ng t\u1ed1c hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI g\u1ea5p nhi\u1ec1u l\u1ea7n so v\u1edbi th\u1ebf h\u1ec7 A100 m\u00e0 v\u1eabn gi\u1eef \u0111\u1ed9 ch\u00ednh x\u00e1c.<\/p>\n<p style=\"text-align: justify;\" data-start=\"466\" data-end=\"588\">&#8211; Kh\u1ea3 n\u0103ng ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng t\u1ed1t h\u01a1n: Hi\u1ec7u n\u0103ng tr\u00ean m\u1ed7i watt cao h\u01a1n, t\u1ed1i \u01b0u cho c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn.<\/p>\n<p style=\"text-align: justify;\" data-start=\"591\" data-end=\"762\">&#8211; Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng linh ho\u1ea1t: HGX H100 c\u00f3 th\u1ec3 tri\u1ec3n khai trong nhi\u1ec1u c\u1ea5u h\u00ecnh server kh\u00e1c nhau, t\u1eeb 4 GPU \u0111\u1ebfn 8 GPU trong m\u1ed9t node, sau \u0111\u00f3 m\u1edf r\u1ed9ng th\u00e0nh c\u1ee5m HPC\/AI l\u1edbn.<\/p>\n<p style=\"text-align: justify;\" data-start=\"765\" data-end=\"910\">&#8211; T\u00edch h\u1ee3p b\u1ea3o m\u1eadt ph\u1ea7n c\u1ee9ng: H\u1ed7 tr\u1ee3 t\u00ednh n\u0103ng b\u1ea3o m\u1eadt m\u1edbi nh\u01b0 confidential computing, gi\u00fap b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m trong qu\u00e1 tr\u00ecnh x\u1eed l\u00fd AI.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"765\" data-end=\"910\">3.7. Ph\u1ea7n m\u1ec1m ph\u00e1t tri\u1ec3n b\u1edfi NVIDIA<\/h3>\n<p style=\"text-align: justify;\">H\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m c\u1ee7a <strong data-start=\"26\" data-end=\"45\">NVIDIA HGX H100<\/strong> \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng xoay quanh CUDA v\u00e0 c\u00e1c th\u01b0 vi\u1ec7n t\u0103ng t\u1ed1c nh\u01b0 cuDNN, TensorRT, NCCL, gi\u00fap t\u1ed1i \u01b0u hu\u1ea5n luy\u1ec7n v\u00e0 suy lu\u1eadn AI \u1edf quy m\u00f4 l\u1edbn. N\u1ec1n t\u1ea3ng n\u00e0y h\u1ed7 tr\u1ee3 \u0111\u1ea7y \u0111\u1ee7 c\u00e1c framework ph\u1ed5 bi\u1ebfn nh\u01b0 PyTorch, TensorFlow, JAX, \u0111\u1ed3ng th\u1eddi khai th\u00e1c t\u1ed1i \u0111a <strong data-start=\"287\" data-end=\"309\">Transformer Engine<\/strong> cho m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef kh\u1ed5ng l\u1ed3.<\/p>\n<p style=\"text-align: justify;\">V\u1edbi NVIDIA AI Enterprise, NGC v\u00e0 Base Command, doanh nghi\u1ec7p c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng qu\u1ea3n l\u00fd, tri\u1ec3n khai v\u00e0 m\u1edf r\u1ed9ng h\u1ea1 t\u1ea7ng AI tr\u00ean HGX H100, bi\u1ebfn ph\u1ea7n c\u1ee9ng m\u1ea1nh m\u1ebd th\u00e0nh gi\u1ea3i ph\u00e1p AI to\u00e0n di\u1ec7n.<\/p>\n<div id=\"attachment_23070\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/vnso.vn\/en\/\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-23070\" class=\"wp-image-23070 size-full\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-AI-supercomputer-he-sinh-thai-ung-dung-toan-dien.jpg\" alt=\"nvidia-AI-supercomputer-he-sinh-thai-ung-dung-toan-dien\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-AI-supercomputer-he-sinh-thai-ung-dung-toan-dien.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-AI-supercomputer-he-sinh-thai-ung-dung-toan-dien-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-AI-supercomputer-he-sinh-thai-ung-dung-toan-dien-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-AI-supercomputer-he-sinh-thai-ung-dung-toan-dien-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/nvidia-hgx-AI-supercomputer-he-sinh-thai-ung-dung-toan-dien-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-23070\" class=\"wp-caption-text\"><em>NVIDIA HGX AI Supercomputer &#8211; H\u1ec7 sinh th\u00e1i \u1ee9ng d\u1ee5ng AI to\u00e0n di\u1ec7n<\/em><\/p><\/div>\n<h2 style=\"text-align: justify;\" data-start=\"765\" data-end=\"910\">4. \u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a NVIDIA HGX H100<\/h2>\n<h3 style=\"text-align: justify;\" data-start=\"157\" data-end=\"211\">ASUS &amp; Ubilink \u2014 Si\u00eau m\u00e1y t\u00ednh GPU hi\u1ec7u qu\u1ea3 v\u00e0 xanh<\/h3>\n<p style=\"text-align: justify;\" data-start=\"215\" data-end=\"533\">ASUS k\u1ebft h\u1ee3p c\u00f9ng Ubilink tri\u1ec3n khai si\u00eau m\u00e1y t\u00ednh s\u1eed d\u1ee5ng 128 server ASUS ESC N8-E11 v\u1edbi t\u1ed5ng c\u1ed9ng <a href=\"https:\/\/press.asus.com\/news\/press-releases\/asus-ubilink-supercomputer-nvidia-hgx-h100\/\">1,024 GPU H100 HGX<\/a>, \u0111\u1ea1t hi\u1ec7u su\u1ea5t 45.82 PFLOPS. H\u1ec7 th\u1ed1ng x\u1ebfp th\u1ee9 31 trong TOP500 v\u00e0 44 trong Green500, hi\u1ec7u qu\u1ea3 h\u01a1n c\u00e1c \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh \u0111\u1ebfn 1,23\u00d7.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"540\" data-end=\"590\">NVIDIA Eos Supercomputer \u0111\u1ec9nh cao AI ExaFLOPS<\/h3>\n<p style=\"text-align: justify;\" data-start=\"594\" data-end=\"930\">Eos, si\u00eau m\u00e1y t\u00ednh h\u00e0ng \u0111\u1ea7u c\u1ee7a NVIDIA, s\u1eed d\u1ee5ng 576 h\u1ec7 th\u1ed1ng DGX H100 (m\u1ed7i h\u1ec7 th\u1ed1ng g\u1ed3m 8 GPU H100), t\u1ed5ng c\u1ed9ng 4,608 GPU H100. Thi\u1ebft b\u1ecb \u0111\u1ea1t 121.4 PFLOPS FP64 v\u00e0 18.4 ExaFLOPS FP8, ph\u1ee5c v\u1ee5 nghi\u00ean c\u1ee9u AI c\u1ea5p doanh nghi\u1ec7p v\u1edbi k\u1ebft n\u1ed1i Quantum-2 InfiniBand t\u1ed1c \u0111\u1ed9 cao.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"937\" data-end=\"995\">Vultr &amp; Athos c\u00f9ng AI Y sinh tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y m\u1ea1nh m\u1ebd<\/h3>\n<p style=\"text-align: justify;\" data-start=\"999\" data-end=\"1261\">Vultr (\u0111\u1ed1i t\u00e1c Dell) cung c\u1ea5p GPU cloud HGX H100 cho c\u00f4ng ty AI Y-sinh Athos. Gi\u1ea3i ph\u00e1p gi\u00fap Athos x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn d\u00f9ng trong d\u01b0\u1ee3c ph\u1ea9m v\u00e0 y h\u1ecdc ch\u00ednh x\u00e1c, \u0111\u1ed3ng th\u1eddi t\u1ed1i \u01b0u chi ph\u00ed v\u00e0 hi\u1ec7u su\u1ea5t v\u1eadn h\u00e0nh.<\/p>\n<h2 style=\"text-align: justify;\">5. NVIDIA HGX H100 t\u1ea1i th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam v\u00e0 Qu\u1ed1c t\u1ebf<\/h2>\n<p><a href=\"https:\/\/vnso.vn\/en\/\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-22950 size-full\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Mua-thue-NVIDIA-HGX-H100-ngay-tai-VNSO.jpg\" alt=\"H\u00ecnh \u1ea3nh minh ho\u1ea1 GPU NVIDIA\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Mua-thue-NVIDIA-HGX-H100-ngay-tai-VNSO.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Mua-thue-NVIDIA-HGX-H100-ngay-tai-VNSO-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Mua-thue-NVIDIA-HGX-H100-ngay-tai-VNSO-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Mua-thue-NVIDIA-HGX-H100-ngay-tai-VNSO-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Mua-thue-NVIDIA-HGX-H100-ngay-tai-VNSO-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><\/p>\n<p style=\"text-align: justify;\">NVIDIA HGX H100 l\u00e0 n\u1ec1n t\u1ea3ng AI m\u1ea1nh m\u1ebd, \u0111\u01b0\u1ee3c nhi\u1ec1u h\u00e3ng server l\u1edbn nh\u01b0 Supermicro, ASUS hay Dell t\u00edch h\u1ee3p. Tr\u00ean th\u1ecb tr\u01b0\u1eddng qu\u1ed1c t\u1ebf, gi\u00e1 m\u1ed9t baseboard HGX H100 8 GPU dao \u0111\u1ed9ng t\u1eeb 205.000 \u2013 263.000 USD. N\u1ebfu ch\u1ecdn m\u00e1y ch\u1ee7 ho\u00e0n ch\u1ec9nh (8 GPU H100), chi ph\u00ed c\u00f3 th\u1ec3 t\u1eeb 250.000 \u2013 480.000 USD t\u00f9y c\u1ea5u h\u00ecnh. Ngo\u00e0i ra, GPU H100 b\u00e1n l\u1ebb d\u1ea1ng PCIe ho\u1eb7c SXM5 th\u01b0\u1eddng c\u00f3 gi\u00e1 32.000 \u2013 58.000 USD m\u1ed7i card.<\/p>\n<p style=\"text-align: justify;\" data-start=\"954\" data-end=\"1291\">T\u1ea1i Vi\u1ec7t Nam, gi\u00e1 b\u00e1n l\u1ebb card NVIDIA H100 80GB PCIe kho\u1ea3ng 799 tri\u1ec7u \u0111\u1ed3ng (~32.000 USD). N\u1ebfu s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 thu\u00ea, chi ph\u00ed cho m\u1ed9t GPU H100 dao \u0111\u1ed9ng kho\u1ea3ng 80 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng (~3.400 USD). Hi\u1ec7n ch\u01b0a c\u00f3 nhi\u1ec1u \u0111\u01a1n v\u1ecb c\u00f4ng b\u1ed1 gi\u00e1 nguy\u00ean b\u1ed9 HGX H100, nh\u01b0ng xu h\u01b0\u1edbng thu\u00ea GPU \u0111ang ph\u1ed5 bi\u1ebfn nh\u1edd ti\u1ebft ki\u1ec7m chi ph\u00ed \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u.<\/p>\n<p style=\"text-align: justify;\" data-start=\"954\" data-end=\"1291\">Thay v\u00ec \u0111\u1ea7u t\u01b0 ph\u1ea7n c\u1ee9ng, nhi\u1ec1u doanh nghi\u1ec7p ch\u1ecdn thu\u00ea HGX H100 qua d\u1ecbch v\u1ee5 cloud. <em>L\u01b0u \u00fd t\u1ea5t c\u1ea3 gi\u00e1 \u1edf tr\u00ean ch\u1ec9 mang t\u00ednh tham kh\u1ea3o, b\u00e1o gi\u00e1 ch\u00ednh x\u00e1c vui l\u00f2ng <a href=\"https:\/\/vnso.vn\/en\/lien-he\/\">li\u00ean h\u1ec7 VNSO<\/a>.<\/em><\/p>\n<p data-start=\"954\" data-end=\"1291\"><strong>&gt;&gt;&gt; Xem th\u00eam:\u00a0<a href=\"https:\/\/vnso.vn\/en\/gpu-nvidia-h100-nhung-dieu-can-biet-truoc-khi-mua-thue\/\">GPU NVIDIA H100: Nh\u1eefng \u0111i\u1ec1u c\u1ea7n bi\u1ebft tr\u01b0\u1edbc khi mua, thu\u00ea<\/a><\/strong><\/p>\n<h3 style=\"text-align: justify;\" data-start=\"954\" data-end=\"1291\">\u0110\u01a1n v\u1ecb cung c\u1ea5p NVIDIA HGX H100, Server AI v\u00e0 GPU uy t\u00edn t\u1ea1i Vi\u1ec7t Nam<\/h3>\n<p style=\"text-align: justify;\">To\u00e0n b\u1ed9 ph\u1ea7n c\u1ee9ng GPU v\u00e0 m\u00e1y ch\u1ee7 t\u1ea1i VNSO \u0111\u1ec1u c\u00f3 CO\/CQ ch\u00ednh h\u00e3ng, \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 ngu\u1ed3n g\u1ed1c r\u00f5 r\u00e0ng. H\u1ec7 th\u1ed1ng tri\u1ec3n khai ch\u1ec9 trong v\u00e0i ph\u00fat, v\u1eadn h\u00e0nh \u1ed5n \u0111\u1ecbnh, b\u1ea3o m\u1eadt cao, ph\u00f9 h\u1ee3p cho m\u1ecdi d\u1ef1 \u00e1n AI t\u1eeb hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh l\u1edbn \u0111\u1ebfn tri\u1ec3n khai LLM. \u0110\u1eb7c bi\u1ec7t, \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt VNSO tr\u1ef1c 24\/7, lu\u00f4n s\u1eb5n s\u00e0ng h\u1ed7 tr\u1ee3 v\u00e0 t\u1ed1i \u01b0u h\u1ea1 t\u1ea7ng AI theo nhu c\u1ea7u doanh nghi\u1ec7p.<\/p>\n<p style=\"text-align: justify;\" data-start=\"102\" data-end=\"165\"><em><strong>VNSO cung c\u1ea5p Server AI \u2013 <a href=\"https:\/\/vnso.vn\/en\/gpu-h100-nvidia-hieu-suat-ai-khung-voi-gia-cham-noc\/\">NVIDIA H100 GPU<\/a> ch\u1ec9 t\u1eeb ~52.000 VND\/gi\u1edd!<\/strong><\/em><\/p>\n<p style=\"text-align: justify;\" data-start=\"116\" data-end=\"135\"><strong data-start=\"116\" data-end=\"133\">H100 Standard<\/strong><\/p>\n<p style=\"text-align: justify;\" data-start=\"140\" data-end=\"195\">Thu\u00ea theo th\u00e1ng: 2,69 USD\/gi\u1edd \u2248 50,36 tri\u1ec7u VN\u0110\/th\u00e1ng<\/p>\n<p style=\"text-align: justify;\" data-start=\"200\" data-end=\"253\">Thu\u00ea theo n\u0103m: 2,0175 USD\/gi\u1edd \u2248 453,2 tri\u1ec7u VN\u0110\/n\u0103m <em>*<strong data-start=\"258\" data-end=\"276\">Ti\u1ebft ki\u1ec7m ~25%<\/strong> so v\u1edbi thu\u00ea theo th\u00e1ng<\/em><\/p>\n<p style=\"text-align: justify;\" data-start=\"305\" data-end=\"323\"><strong data-start=\"305\" data-end=\"321\">H100 Premium<\/strong><\/p>\n<p style=\"text-align: justify;\" data-start=\"328\" data-end=\"382\">Thu\u00ea theo th\u00e1ng: 3,4 USD\/gi\u1edd \u2248 63,65 tri\u1ec7u VN\u0110\/th\u00e1ng<\/p>\n<p style=\"text-align: justify;\" data-start=\"387\" data-end=\"438\">Thu\u00ea theo n\u0103m: 2,55 USD\/gi\u1edd \u2248 572,8 tri\u1ec7u VN\u0110\/n\u0103m <em>*<strong data-start=\"443\" data-end=\"461\">Ti\u1ebft ki\u1ec7m ~25%<\/strong> so v\u1edbi thu\u00ea theo th\u00e1ng<\/em><\/p>\n<p data-start=\"182\" data-end=\"604\">&gt;&gt;&gt; \u0110\u0103ng k\u00fd ngay <a href=\"https:\/\/gpu.vnso.vn\/\"><strong>Server AI\/GPU, Cloud GPU VNSO<\/strong><\/a> \u2013 <em>t\u01b0 v\u1ea5n,<\/em><em> b\u00e1o gi\u00e1 &amp; d\u00f9ng th\u1eed mi\u1ec5n ph\u00ed<\/em>!<\/p>\n<p style=\"text-align: justify;\" data-start=\"5253\" data-end=\"5426\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f15879-o2\" lang=\"en-US\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/23064#wpcf7-f15879-o2\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/en\/wp-json\/wp\/v2\/posts\/23064#wpcf7-f15879-o2\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"15879\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" 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H\u1ed3 Ch\u00ed Minh<br \/>\n\u2013 VPGD \u0110\u00e0 N\u1eb5ng: 30 Nguy\u1ec5n H\u1eefu Th\u1ecd, Ph\u01b0\u1eddng H\u1ea3i Ch\u00e2u, \u0110\u00e0 N\u1eb5ng<br \/>\n\u2013 VPGD H\u00e0 N\u1ed9i: 132 V\u0169 Ph\u1ea1m H\u00e0m, Ph\u01b0\u1eddng Y\u00ean H\u00f2a, H\u00e0 N\u1ed9i<\/p>","protected":false},"excerpt":{"rendered":"<p>Gi\u1eefa l\u00e0n s\u00f3ng AI b\u00f9ng n\u1ed5, th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7 \u0111ang ch\u1ee9ng ki\u1ebfn m\u1ed9t b\u01b0\u1edbc nh\u1ea3y m\u1edbi c\u1ee7a c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u: NVIDIA HGX H100. \u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng h\u1ea1 t\u1ea7ng AI th\u1ebf h\u1ec7 m\u1edbi \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 x\u01b0\u01a1ng s\u1ed1ng cho c\u00e1c si\u00eau m\u00e1y t\u00ednh hi\u1ec7n \u0111\u1ea1i. V\u1edbi 8 GPU H100 Hopper k\u1ebft n\u1ed1i [&hellip;]<\/p>","protected":false},"author":6,"featured_media":23069,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[533,544,538],"tags":[511,577,507],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NVIDIA HGX H100 \u2013 B\u1ec7 ph\u00f3ng s\u1ee9c m\u1ea1nh AI v\u00e0 HPC<\/title>\n<meta name=\"description\" content=\"Gi\u1edbi thi\u1ec7u NVIDIA HGX H100 \u2013 gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng GPU AI h\u00e0ng \u0111\u1ea7u, h\u1ed7 tr\u1ee3 hu\u1ea5n luy\u1ec7n LLM, HPC v\u00e0 t\u1ed1i \u01b0u chi ph\u00ed cho doanh nghi\u1ec7p.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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