{"id":21784,"date":"2025-04-18T14:38:27","date_gmt":"2025-04-18T07:38:27","guid":{"rendered":"https:\/\/vnso.vn\/?p=21784"},"modified":"2025-05-29T15:55:13","modified_gmt":"2025-05-29T08:55:13","slug":"nvidia-h100-tensor-core-gpu-thue-server-ai-chinh-hang","status":"publish","type":"post","link":"https:\/\/vnso.vn\/en\/nvidia-h100-tensor-core-gpu-thue-server-ai-chinh-hang\/","title":{"rendered":"NVIDIA H100 Tensor Core GPU: Nhanh H\u01a1n, M\u1ea1nh M\u1ebd H\u01a1n"},"content":{"rendered":"<p>NVIDIA H100 l\u00e0 GPU th\u1ebf h\u1ec7 m\u1edbi d\u1ef1a tr\u00ean ki\u1ebfn tr\u00fac <strong>Hopper<\/strong>, k\u1ebf nhi\u1ec7m d\u00f2ng A100 d\u1ef1a tr\u00ean ki\u1ebfn tr\u00fac Ampere. V\u1edbi h\u01a1n 80 t\u1ef7 transistor v\u00e0 \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t tr\u00ean ti\u1ebfn tr\u00ecnh TSMC 4N t\u00f9y ch\u1ec9nh, H100 m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi cho AI, t\u00ednh to\u00e1n hi\u1ec7u n\u0103ng cao (HPC), v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng quy m\u00f4 trung t\u00e2m d\u1eef li\u1ec7u\u200b. H\u00e3y c\u00f9ng <a href=\"https:\/\/vnso.vn\/en\/\">C\u00f4ng Ngh\u1ec7 VNSO<\/a> t\u00ecm hi\u1ec3u chi ti\u1ebft v\u1ec1 NVIDIA H100 Tensor Core GPU.<\/p>\n<p><strong>Xem th\u00eam v\u1ec1 <a href=\"https:\/\/vnso.vn\/en\/thue-may-chu-nvidia-a100-tensor-core-gpu-toi-uu-ai-va-hpc\/\">NVIDIA A100 Tensor<\/a><\/strong><\/p>\n<p>H100 mang l\u1ea1i c\u1ea3i ti\u1ebfn v\u01b0\u1ee3t tr\u1ed9i v\u1ec1 t\u1ed1c \u0111\u1ed9 hu\u1ea5n luy\u1ec7n v\u00e0 suy lu\u1eadn c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLMs), \u0111\u1eb7c bi\u1ec7t l\u00e0 khi \u1ee9ng d\u1ee5ng <strong>Transformer Engine<\/strong> v\u00e0 x\u1eed l\u00fd b\u1eb1ng \u0111\u1ecbnh d\u1ea1ng s\u1ed1 FP8 \u2013 l\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u trong d\u00f2ng GPU n\u00e0y.<\/p>\n<h3>SXM l\u00e0 g\u00ec?<\/h3>\n<p><strong>SXM<\/strong> (Server PCIe Module) l\u00e0 m\u1ed9t chu\u1ea9n k\u1ebft n\u1ed1i ph\u1ea7n c\u1ee9ng \u0111\u1eb7c bi\u1ec7t \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf b\u1edfi NVIDIA, cho ph\u00e9p t\u00edch h\u1ee3p GPU tr\u1ef1c ti\u1ebfp l\u00ean c\u00e1c bo m\u1ea1ch ch\u1ee7 chuy\u00ean d\u1ee5ng (v\u00ed d\u1ee5 HGX H100) th\u00f4ng qua <strong>NVLink<\/strong> t\u1ed1c \u0111\u1ed9 cao, thay v\u00ec d\u00f9ng giao ti\u1ebfp PCIe truy\u1ec1n th\u1ed1ng.<\/p>\n<p>Trong H100, phi\u00ean b\u1ea3n <strong>SXM<\/strong> h\u1ed7 tr\u1ee3 <strong>NVLink b\u0103ng th\u00f4ng l\u00ean \u0111\u1ebfn 900 GB\/s<\/strong> v\u00e0 <strong>PCIe Gen5 v\u1edbi 128 GB\/s<\/strong>. TDP c\u00f3 th\u1ec3 c\u1ea5u h\u00ecnh l\u00ean \u0111\u1ebfn <strong>700W<\/strong>, cho ph\u00e9p khai th\u00e1c t\u1ed1i \u0111a hi\u1ec7u n\u0103ng c\u1ee7a GPU.<\/p>\n<h3>NVL l\u00e0 g\u00ec?<\/h3>\n<p><strong>NVL<\/strong> (NVIDIA NVLink for PCIe GPUs) l\u00e0 c\u1ea5u h\u00ecnh chuy\u00ean d\u1ee5ng c\u1ee7a H100 s\u1eed d\u1ee5ng k\u1ebft n\u1ed1i <strong>NVLink Bridge<\/strong> \u0111\u1ec3 li\u00ean k\u1ebft hai GPU H100 phi\u00ean b\u1ea3n PCIe v\u1edbi nhau. <strong>H100 NVL<\/strong> \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn nh\u01b0 LLaMA 2 70B ho\u1eb7c GPT-3, nh\u1edd v\u00e0o:<\/p>\n<ul>\n<li><strong>188GB b\u1ed9 nh\u1edb HBM3 (m\u1ed7i c\u1eb7p 2 GPU)<\/strong> \u2013 cho ph\u00e9p l\u01b0u tr\u1eef m\u00f4 h\u00ecnh l\u1edbn ngay trong b\u1ed9 nh\u1edb GPU.<\/li>\n<li><strong>NVLink b\u0103ng th\u00f4ng 600 GB\/s<\/strong>, cao h\u01a1n g\u1ea5p nhi\u1ec1u l\u1ea7n so v\u1edbi PCIe.<\/li>\n<li>T\u0103ng hi\u1ec7u su\u1ea5t <strong>g\u1ea5p 5 l\u1ea7n so v\u1edbi h\u1ec7 th\u1ed1ng A100<\/strong> trong t\u00e1c v\u1ee5 suy lu\u1eadn LLMs\u200b.<\/li>\n<\/ul>\n<p>\u0110i\u1ec1u n\u00e0y bi\u1ebfn H100 NVL tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng \u0111\u1ec3 \u0111\u01b0a AI t\u1ed5ng qu\u00e1t v\u00e0o \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf t\u1ea1i c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u h\u1ea1n ch\u1ebf v\u1ec1 \u0111i\u1ec7n n\u0103ng v\u00e0 kh\u00f4ng gian.<\/p>\n<h3>C\u00f4ng ngh\u1ec7 n\u1ed5i b\u1eadt c\u1ee7a Nvidia H100<\/h3>\n<ul>\n<li><strong>Tensor Core th\u1ebf h\u1ec7 th\u1ee9 t\u01b0<\/strong>: H\u1ed7 tr\u1ee3 FP8, FP16, BF16, TF32, gi\u00fap t\u0103ng hi\u1ec7u n\u0103ng hu\u1ea5n luy\u1ec7n AI l\u00ean t\u1edbi <strong>4 l\u1ea7n<\/strong> so v\u1edbi A100, \u0111\u1eb7c bi\u1ec7t l\u00e0 tr\u00ean m\u00f4 h\u00ecnh GPT-3 175B.<\/li>\n<li><strong>Multi-Instance GPU (MIG) th\u1ebf h\u1ec7 hai<\/strong>: Cho ph\u00e9p chia GPU th\u00e0nh 7 ph\u1ea7n \u0111\u1ed9c l\u1eadp, ph\u1ee5c v\u1ee5 cho m\u00f4i tr\u01b0\u1eddng \u0111a ng\u01b0\u1eddi d\u00f9ng v\u1edbi b\u1ea3o m\u1eadt cao h\u01a1n.<\/li>\n<li><strong>NVLink Switch System<\/strong>: Cho ph\u00e9p m\u1edf r\u1ed9ng k\u1ebft n\u1ed1i GPU gi\u1eefa nhi\u1ec1u server v\u1edbi b\u0103ng th\u00f4ng t\u1ed5ng c\u1ed9ng <strong>900 GB\/s m\u1ed7i GPU<\/strong>, cao h\u01a1n <strong>7 l\u1ea7n PCIe Gen5<\/strong> v\u00e0 <strong>9 l\u1ea7n InfiniBand HDR<\/strong> tr\u00ean ki\u1ebfn tr\u00fac tr\u01b0\u1edbc \u0111\u00f3\u200b.<\/li>\n<li><strong>DPX Instructions<\/strong>: T\u0103ng t\u1ed1c thu\u1eadt to\u00e1n quy ho\u1ea1ch \u0111\u1ed9ng (dynamic programming), cho k\u1ebft qu\u1ea3 nhanh h\u01a1n <strong>7 l\u1ea7n<\/strong> so v\u1edbi A100 v\u00e0 <strong>40 l\u1ea7n<\/strong> so v\u1edbi CPU, r\u1ea5t h\u1eefu \u00edch trong ch\u1ea9n \u0111o\u00e1n y h\u1ecdc, \u0111\u1ecbnh tuy\u1ebfn th\u1eddi gian th\u1ef1c, v\u00e0 ph\u00e2n t\u00edch \u0111\u1ed3 th\u1ecb.<\/li>\n<li><strong>NVIDIA Confidential Computing<\/strong>: B\u1ea3o m\u1eadt ph\u1ea7n c\u1ee9ng t\u00edch h\u1ee3p, cho ph\u00e9p th\u1ef1c thi c\u00e1c \u1ee9ng d\u1ee5ng v\u1edbi t\u00ednh b\u1ea3o m\u1eadt cao trong m\u00f4i tr\u01b0\u1eddng \u0111a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<\/ul>\n<h3>Hi\u1ec7u n\u0103ng v\u00e0 \u1ee9ng d\u1ee5ng c\u1ee7a Nvidia H100<\/h3>\n<ul>\n<li>Trong hu\u1ea5n luy\u1ec7n GPT-3, H100 mang l\u1ea1i t\u1ed1c \u0111\u1ed9 nhanh g\u1ea5p <strong>4 l\u1ea7n<\/strong> so v\u1edbi A100.<\/li>\n<li>Trong suy lu\u1eadn AI v\u1edbi chatbot Megatron 530B, H100 \u0111\u1ea1t hi\u1ec7u n\u0103ng g\u1ea5p <strong>30 l\u1ea7n<\/strong> so v\u1edbi A100.<\/li>\n<li>Trong HPC nh\u01b0 <strong>FFT 3D ho\u1eb7c gi\u1ea3i tr\u00ecnh t\u1ef1 gen<\/strong>, H100 v\u01b0\u1ee3t tr\u1ed9i h\u01a1n A100 t\u1edbi <strong>7 l\u1ea7n<\/strong>\u200b.<\/li>\n<\/ul>\n<p>V\u1edbi SXM cho hi\u1ec7u su\u1ea5t c\u1ef1c \u0111\u1ea1i v\u00e0 NVL cho kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng m\u1ea1nh m\u1ebd tr\u00ean n\u1ec1n PCIe, NVIDIA H100 l\u00e0 l\u1ef1a ch\u1ecdn chi\u1ebfn l\u01b0\u1ee3c cho m\u1ecdi trung t\u00e2m d\u1eef li\u1ec7u hi\u1ec7n \u0111\u1ea1i \u2013 t\u1eeb doanh nghi\u1ec7p \u0111\u1ebfn si\u00eau m\u00e1y t\u00ednh. Vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 Tensor Core th\u1ebf h\u1ec7 m\u1edbi, NVLink t\u1ed1c \u0111\u1ed9 cao, v\u00e0 x\u1eed l\u00fd b\u1ea3o m\u1eadt ph\u1ea7n c\u1ee9ng \u0111\u01b0a H100 tr\u1edf th\u00e0nh GPU d\u1eabn \u0111\u1ea7u cho c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0 t\u00e1c v\u1ee5 HPC th\u1ebf h\u1ec7 ti\u1ebfp theo.<\/p>\n<p>&nbsp;<\/p>\n<h2>About VNSO<\/h2>\n<p>\u200bC\u00f4ng ty TNHH C\u00f4ng Ngh\u1ec7 VNSO l\u00e0 \u0111\u01a1n v\u1ecb h\u00e0ng \u0111\u1ea7u t\u1ea1i Vi\u1ec7t Nam trong l\u0129nh v\u1ef1c cung c\u1ea5p d\u1ecbch v\u1ee5 m\u00e1y ch\u1ee7 GPU chuy\u00ean d\u1ee5ng, \u0111\u00e1p \u1ee9ng nhu c\u1ea7u t\u00ednh to\u00e1n cao cho c\u00e1c \u1ee9ng d\u1ee5ng AI v\u00e0 Machine Learning. V\u1edbi h\u1ec7 th\u1ed1ng m\u00e1y ch\u1ee7 trang b\u1ecb c\u00e1c GPU hi\u1ec7u n\u0103ng cao, VNSO \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng t\u1ea3i v\u00e0 v\u1eadn h\u00e0nh m\u01b0\u1ee3t m\u00e0 c\u00e1c m\u00f4 h\u00ecnh AI ti\u00ean ti\u1ebfn nh\u1ea5t c\u1ee7a NVIDIA, ph\u1ee5c v\u1ee5 \u0111a d\u1ea1ng m\u1ee5c \u0111\u00edch nghi\u00ean c\u1ee9u v\u00e0 tri\u1ec3n khai th\u1ef1c t\u1ebf. \u0110\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt chuy\u00ean nghi\u1ec7p c\u1ee7a VNSO lu\u00f4n s\u1eb5n s\u00e0ng h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t v\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c k\u1ef9 thu\u1eadt. Ch\u00fang t\u00f4i cam k\u1ebft cung c\u1ea5p gi\u1ea3i ph\u00e1p m\u00e1y ch\u1ee7 GPU ch\u1ea5t l\u01b0\u1ee3ng v\u1edbi chi ph\u00ed h\u1ee3p l\u00fd, gi\u00fap doanh nghi\u1ec7p c\u1ee7a b\u1ea1n \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 t\u1ed1i \u0111a trong c\u00e1c d\u1ef1 \u00e1n AI.<\/p>\n<p>Thu\u00ea m\u00e1y ch\u1ee7 GPU NVIDIA A100 t\u1ea1i: <a href=\"https:\/\/vnso.vn\/en\/may-chu-gpu\/\">https:\/\/vnso.vn\/may-chu-gpu\/<\/a><\/p>\n<p>Tham kh\u1ea3o datasheet: <a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/h100\/\">https:\/\/www.nvidia.com\/en-us\/data-center\/h100\/<\/a><\/p>\n<p>&nbsp;<\/p>\n<p data-start=\"1585\" data-end=\"1790\">For more details on virtual servers, Private Cloud, CDN, physical servers, and more, please contact us using the information below:<\/p>\n<p><strong>VNSO TECHNOLOGY CO., LTD \u2013 SINCE 2015<\/strong><\/p>\n<ul>\n<li>Website:\u00a0<a href=\"https:\/\/vnso.vn\/en\/\">https:\/\/vnso.vn\/<\/a><\/li>\n<li>Hotline: 0927 444 222 | Email: info@vnso.vn<\/li>\n<li>Tr\u1ee5 s\u1edf: L\u00f4 O s\u1ed1 10, \u0110\u01b0\u1eddng s\u1ed1 15, KDC Mi\u1ebfu N\u1ed5i, Ph\u01b0\u1eddng 1, Qu\u1eadn B\u00ecnh Th\u1ea1nh, TP. H\u1ed3 Ch\u00ed Minh<\/li>\n<li>VPGD \u0110\u00e0 N\u1eb5ng:\u00a0<span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">30 Nguy\u1ec5n H\u1eefu Th\u1ecd, Ph\u01b0\u1eddng H\u00f2a Thu\u1eadn T\u00e2y, Qu\u1eadn H\u1ea3i Ch\u00e2u, \u0110\u00e0 N\u1eb5ng<\/span><\/li>\n<li>VPGD H\u00e0 N\u1ed9i:\u00a0<span class=\"OYPEnA font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">32 V\u0169 Ph\u1ea1m H\u00e0m, Ph\u01b0\u1eddng Y\u00ean H\u00f2a, Qu\u1eadn C\u1ea7u Gi\u1ea5y, H\u00e0 N\u1ed9i<\/span><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>NVIDIA H100 l\u00e0 GPU th\u1ebf h\u1ec7 m\u1edbi d\u1ef1a tr\u00ean ki\u1ebfn tr\u00fac Hopper, k\u1ebf nhi\u1ec7m d\u00f2ng A100 d\u1ef1a tr\u00ean ki\u1ebfn tr\u00fac Ampere. V\u1edbi h\u01a1n 80 t\u1ef7 transistor v\u00e0 \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t tr\u00ean ti\u1ebfn tr\u00ecnh TSMC 4N t\u00f9y ch\u1ec9nh, H100 m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi cho AI, t\u00ednh to\u00e1n hi\u1ec7u n\u0103ng cao (HPC), v\u00e0 c\u00e1c \u1ee9ng [&hellip;]<\/p>","protected":false},"author":6,"featured_media":21810,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[512,513,511,509],"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 H100 Tensor Core GPU: Nhanh H\u01a1n, M\u1ea1nh M\u1ebd H\u01a1n<\/title>\n<meta name=\"description\" content=\"NVIDIA H100 Tensor Core GPU m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi cho AI, t\u00ednh to\u00e1n hi\u1ec7u n\u0103ng cao (HPC), v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng quy m\u00f4 trung t\u00e2m 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