{"id":13386,"date":"2022-08-23T16:48:10","date_gmt":"2022-08-23T09:48:10","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=13386"},"modified":"2022-08-25T09:49:52","modified_gmt":"2022-08-25T02:49:52","slug":"nvidia-chia-se-nhung-chi-tiet-moi-ve-cpu-grace-gpu-hopper-nvlink-switch-jetson-orin-module-tai-hot-chips","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/nvidia-chia-se-nhung-chi-tiet-moi-ve-cpu-grace-gpu-hopper-nvlink-switch-jetson-orin-module-tai-hot-chips-p13386\/","title":{"rendered":"NVIDIA chia s\u1ebb nh\u1eefng chi ti\u1ebft m\u1edbi v\u1ec1 CPU Grace, GPU Hopper, NVLink Switch, Jetson Orin Module t\u1ea1i Hot Chips"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p><strong><em>C\u00e1c thi\u1ebft k\u1ebf chip m\u1edbi nh\u1ea5t ph\u1ea3n \u00e1nh chi\u1ec1u r\u1ed9ng v\u00e0 chi\u1ec1u s\u00e2u c\u1ee7a nh\u1eefng \u0111\u1ed5i m\u1edbi trong n\u1ec1n t\u1ea3ng c\u1ee7a NVIDIA \u1edf c\u00e1c l\u0129nh v\u1ef1c AI, Edge v\u00e0 HPC.<\/em><\/strong><\/p>\n<p>Trong b\u1ed1n bu\u1ed5i t\u1ecda \u0111\u00e0m trong hai ng\u00e0y, c\u00e1c k\u1ef9 s\u01b0 c\u1ea5p cao c\u1ee7a NVIDIA s\u1ebd m\u00f4 t\u1ea3 nh\u1eefng \u0111\u1ed5i m\u1edbi trong l\u0129nh v\u1ef1c\u00a0\u0110i\u1ec7n to\u00e1n t\u0103ng t\u1ed1c\u00a0cho c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u hi\u1ec7n \u0111\u1ea1i v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng\u00a0t\u1ea1i r\u00eca\u00a0m\u1ea1ng.<\/p>\n<p>Ph\u00e1t bi\u1ec3u t\u1ea1i m\u1ed9t s\u1ef1 ki\u1ec7n \u1ea3o c\u1ee7a <a href=\"https:\/\/hotchips.org\/\">Hot Chips<\/a>, m\u1ed9t h\u1ed9i ngh\u1ecb th\u01b0\u1eddng ni\u00ean c\u1ee7a c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac s\u01b0 h\u1ec7 th\u1ed1ng v\u00e0 vi x\u1eed l\u00fd, h\u1ecd s\u1ebd ti\u1ebft l\u1ed9 c\u00e1c th\u00f4ng s\u1ed1 hi\u1ec7u su\u1ea5t v\u00e0 c\u00e1c chi ti\u1ebft k\u1ef9 thu\u1eadt kh\u00e1c \u0111\u1ed1i v\u1edbi CPU m\u00e1y ch\u1ee7 \u0111\u1ea7u ti\u00ean c\u1ee7a NVIDIA, GPU Hopper, phi\u00ean b\u1ea3n m\u1edbi nh\u1ea5t c\u1ee7a chip k\u1ebft n\u1ed1i n\u1ed9i b\u1ed9 NVSwitch v\u00e0 System-on-Module (SoM) NVIDIA Jetson Orin.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<p>C\u00e1c b\u00e0i thuy\u1ebft tr\u00ecnh cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft m\u1edbi v\u1ec1 c\u00e1ch n\u1ec1n t\u1ea3ng NVIDIA s\u1ebd \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c c\u1ea5p \u0111\u1ed9 hi\u1ec7u su\u1ea5t, t\u00ednh hi\u1ec7u qu\u1ea3, quy m\u00f4 v\u00e0 kh\u1ea3 n\u0103ng b\u1ea3o m\u1eadt m\u1edbi.<\/p>\n<p>\u0110\u1eb7c bi\u1ec7t, c\u00e1c bu\u1ed5i tr\u00ecnh b\u00e0y th\u1ec3 hi\u1ec7n tri\u1ebft l\u00fd thi\u1ebft k\u1ebf \u0111\u1ed5i m\u1edbi tr\u00ean to\u00e0n b\u1ed9 chip, h\u1ec7 th\u1ed1ng v\u00e0 ph\u1ea7n m\u1ec1m n\u01a1i c\u00e1c GPU, CPU v\u00e0 DPU ho\u1ea1t \u0111\u1ed9ng nh\u01b0 c\u00e1c vi x\u1eed l\u00fd ngang h\u00e0ng. Ch\u00fang c\u00f9ng nhau t\u1ea1o n\u00ean m\u1ed9t n\u1ec1n t\u1ea3ng cho AI, ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 c\u00e1c t\u00e1c v\u1ee5 c\u1ee7a \u0110i\u1ec7n to\u00e1n hi\u1ec7u su\u1ea5t cao (HPC) b\u00ean trong c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y, c\u00e1c trung t\u00e2m si\u00eau m\u00e1y t\u00ednh, trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/p>\n<h2>B\u00ean trong CPU m\u00e1y ch\u1ee7 \u0111\u1ea7u ti\u00ean c\u1ee7a NVIDIA<\/h2>\n<p>C\u00e1c trung t\u00e2m d\u1eef li\u1ec7u y\u00eau c\u1ea7u c\u00e1c c\u1ee5m CPU, GPU linh ho\u1ea1t v\u00e0 c\u00e1c b\u1ed9 t\u0103ng t\u1ed1c kh\u00e1c chia s\u1ebb c\u00e1c pool b\u1ed9 nh\u1edb kh\u1ed5ng l\u1ed3 \u0111\u1ec3 mang l\u1ea1i hi\u1ec7u su\u1ea5t v\u1ec1 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng cho nhu c\u1ea7u c\u1ee7a c\u00e1c t\u1ea3i c\u00f4ng vi\u1ec7c ng\u00e0y nay.<\/p>\n<p>\u0110\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u \u0111\u00f3, Jonathon Evans, m\u1ed9t k\u1ef9 s\u01b0 xu\u1ea5t s\u1eafc, l\u00e0m vi\u1ec7c 15 n\u0103m t\u1ea1i NVIDIA, s\u1ebd m\u00f4 t\u1ea3\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/nvlink-c2c\/\">NVIDIA NVLink-C2C<\/a>.\u00a0N\u00f3 k\u1ebft n\u1ed1i c\u00e1c CPU v\u00e0 GPU \u1edf t\u1ed1c \u0111\u1ed9 900GB\/s v\u1edbi hi\u1ec7u qu\u1ea3 n\u0103ng l\u01b0\u1ee3ng g\u1ea5p 5 l\u1ea7n ti\u00eau chu\u1ea9n PCIe Gen 5 hi\u1ec7n gi\u1edd, nh\u1edd v\u00e0o vi\u1ec7c truy\u1ec1n d\u1eef li\u1ec7u ch\u1ec9 ti\u00eau th\u1ee5 1.3 picojoules\/bit.<\/p>\n<p>NVLink-C2C k\u1ebft n\u1ed1i hai chip CPU \u0111\u1ec3 t\u1ea1o ra\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/grace-cpu\/\">NVIDIA Grace CPU<\/a>\u00a0v\u1edbi 144 nh\u00e2n Arm Neoverse.\u00a0\u0110\u00f3 l\u00e0 m\u1ed9t b\u1ed9 vi x\u1eed l\u00fd \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 t\u00ednh to\u00e1n l\u1edbn nh\u1ea5t c\u1ee7a th\u1ebf gi\u1edbi.<\/p>\n<p>\u0110\u1ec3 \u0111\u1ea1t hi\u1ec7u qu\u1ea3 t\u1ed1i \u0111a, Grace CPU s\u1eed d\u1ee5ng b\u1ed9 nh\u1edb LPDDR5X.\u00a0N\u00f3 cung c\u1ea5p\u00a01TB\/s b\u0103ng th\u00f4ng b\u1ed9 nh\u1edb trong khi v\u1eabn gi\u1eef m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng cho to\u00e0n b\u1ed9 t\u1ed5 h\u1ee3p \u1edf m\u1ee9c 500W.<\/p>\n<h2>M\u1ed9t li\u00ean k\u1ebft, nhi\u1ec1u c\u00f4ng d\u1ee5ng<\/h2>\n<p>NVLink-C2C c\u0169ng li\u00ean k\u1ebft c\u00e1c chip Grace CPU v\u00e0 Hopper GPU \u0111\u1ec3 chia s\u1ebb b\u1ed9 nh\u1edb ngang h\u00e0ng trong\u00a0<a href=\"https:\/\/nvidianews.nvidia.com\/news\/nvidia-introduces-grace-cpu-superchip\">NVIDIA Grace Hopper Superchip<\/a>, mang l\u1ea1i kh\u1ea3 n\u0103ng t\u0103ng t\u1ed1c t\u1ed1i \u0111a cho c\u00e1c job \u0111\u00f2i h\u1ecfi hi\u1ec7u su\u1ea5t nh\u01b0 \u0111\u00e0o t\u1ea1o AI.<\/p>\n<p>B\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c chiplet t\u00f9y ch\u1ec9nh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng NVLink-C2C \u0111\u1ec3 k\u1ebft n\u1ed1i li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c GPU, CPU, DPU v\u00e0 SoC c\u1ee7a NVIDIA, m\u1edf r\u1ed9ng lo\u1ea1i s\u1ea3n ph\u1ea9m t\u00edch h\u1ee3p m\u1edbi n\u00e0y.\u00a0K\u1ebft n\u1ed1i n\u1ed9i b\u1ed9 n\u00e0y s\u1ebd h\u1ed7 tr\u1ee3 c\u00e1c giao th\u1ee9c AMBA CHI v\u00e0 CXL \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi c\u00e1c vi x\u1eed l\u00fd Arm v\u00e0 x86 t\u01b0\u01a1ng \u1ee9ng.<\/p>\n<p><a href=\"https:\/\/blogs.nvidia.com\/wp-content\/uploads\/2022\/08\/Grace-benchmarks-draft-scaled.jpg\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/08\/tgmc-blog-63034c49aff89.jpg\" alt=\"\" \/><\/a><\/p>\n<p><em>\u0110i\u1ec3m chu\u1ea9n b\u1ed9 nh\u1edb \u0111\u1ea7u ti\u00ean c\u1ee7a Grace v\u00e0 Grace Hopper<\/em><\/p>\n<p>\u0110\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 \u1edf c\u1ea5p h\u1ec7 th\u1ed1ng,\u00a0<a href=\"https:\/\/www.nvidia.com\/content\/dam\/en-zz\/Solutions\/Data-Center\/tesla-product-literature\/nvswitch-technical-overview.pdf\">NVIDIA NVSwitch<\/a>\u00a0m\u1edbi k\u1ebft n\u1ed1i nhi\u1ec1u m\u00e1y ch\u1ee7 th\u00e0nh m\u1ed9t si\u00eau m\u00e1y t\u00ednh AI.\u00a0N\u00f3 s\u1eed d\u1ee5ng NVLink, k\u1ebft n\u1ed1i n\u1ed9i b\u1ed9 ch\u1ea1y \u1edf t\u1ed1c \u0111\u1ed9 900GB\/s, g\u1ea5p h\u01a1n 7 l\u1ea7n b\u0103ng th\u00f4ng c\u1ee7a PCIe Gen 5.<\/p>\n<p>NVSwitch cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng li\u00ean k\u1ebft 32 h\u1ec7 th\u1ed1ng\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/dgx-h100\/\">NVIDIA DGX H100<\/a>\u00a0th\u00e0nh m\u1ed9t si\u00eau m\u00e1y t\u00ednh AI cung c\u1ea5p 1 exaflop hi\u1ec7u su\u1ea5t \u0111\u1ec9nh AI.<\/p>\n<p>Alexander Ishii v\u00e0 Ryan Wells, c\u1ea3 hai k\u1ef9 s\u01b0 k\u1ef3 c\u1ef1u c\u1ee7a NVIDIA, s\u1ebd m\u00f4 t\u1ea3 c\u00e1ch NVLink Switch cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng l\u00ean \u0111\u1ebfn 256 GPU \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c \u0111\u00f2i h\u1ecfi kh\u1eaft khe nh\u01b0 \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh AI c\u00f3 h\u01a1n 1 ngh\u00ecn t\u1ef7 th\u00f4ng s\u1ed1.<\/p>\n<p>NVLink Switch bao g\u1ed3m c\u00e1c engine t\u0103ng t\u1ed1c \u0111\u1ed9 truy\u1ec1n d\u1eef li\u1ec7u b\u1eb1ng NVIDIA SHARP.\u00a0<a href=\"https:\/\/docs.nvidia.com\/networking\/display\/sharpv214\">SHARP<\/a>\u00a0l\u00e0 m\u1ed9t kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n trong m\u1ea1ng \u0111\u00e3 ra m\u1eaft tr\u00ean c\u00e1c thi\u1ebft b\u1ecb m\u1ea1ng NVIDIA Quantum InfiniBand.\u00a0N\u00f3 c\u00f3 th\u1ec3 t\u0103ng g\u1ea5p \u0111\u00f4i th\u00f4ng l\u01b0\u1ee3ng d\u1eef li\u1ec7u tr\u00ean c\u00e1c \u1ee9ng d\u1ee5ng AI chuy\u00ean s\u00e2u v\u1ec1 giao ti\u1ebfp.<\/p>\n<p><a href=\"https:\/\/blogs.nvidia.com\/wp-content\/uploads\/2022\/08\/NVSwitch-system-scaled.jpg\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/08\/tgmc-blog-63034c4a7bf5d.jpg\" alt=\"\" \/><\/a><\/p>\n<p><em>NVSwitch gi\u00fap t\u1ea1o n\u00ean c\u00e1c si\u00eau m\u00e1y t\u00ednh \u1edf c\u1ea5p \u0111\u1ed9 exaflop<\/em><\/p>\n<p>Jack Choquette, m\u1ed9t k\u1ef9 s\u01b0 \u01b0u t\u00fa cao c\u1ea5p v\u1edbi 14 n\u0103m l\u00e0m vi\u1ec7c t\u1ea1i c\u00f4ng ty, s\u1ebd cung c\u1ea5p nh\u1eefng th\u00f4ng tin chi ti\u1ebft h\u01a1n v\u1ec1\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/h100\/\">NVIDIA H100 Tensor Core GPU<\/a>, hay c\u00f2n g\u1ecdi l\u00e0 Hopper.<\/p>\n<p>Ngo\u00e0i vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c k\u1ebft n\u1ed1i n\u1ed9i b\u1ed9 m\u1edbi \u0111\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 l\u00ean nh\u1eefng t\u1ea7m cao m\u1edbi, n\u00f3 c\u00f2n c\u00f3 nhi\u1ec1u t\u00ednh n\u0103ng n\u00e2ng cao gi\u00fap t\u0103ng hi\u1ec7u su\u1ea5t, hi\u1ec7u qu\u1ea3 v\u00e0 b\u1ea3o m\u1eadt c\u1ee7a b\u1ed9 t\u0103ng t\u1ed1c.<\/p>\n<p><a href=\"https:\/\/blogs.nvidia.com\/blog\/2022\/03\/22\/h100-transformer-engine\/\">Transformer Engine<\/a>\u00a0m\u1edbi c\u1ee7a Hopper\u00a0v\u00e0 Tensor Cores \u0111\u01b0\u1ee3c n\u00e2ng c\u1ea5p cung c\u1ea5p t\u1ed1c \u0111\u1ed9 t\u0103ng g\u1ea5p 30 l\u1ea7n so v\u1edbi th\u1ebf h\u1ec7 tr\u01b0\u1edbc v\u1ec1 suy lu\u1eadn AI v\u1edbi c\u00e1c m\u00f4 h\u00ecnh m\u1ea1ng n\u01a1-ron l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi.\u00a0V\u00e0 n\u00f3 s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng b\u1ed9 nh\u1edb HBM3 \u0111\u1ea7u ti\u00ean tr\u00ean th\u1ebf gi\u1edbi \u0111\u1ec3 cung c\u1ea5p b\u0103ng th\u00f4ng b\u1ed9 nh\u1edb kh\u1ed5ng l\u1ed3 3TB, m\u1ee9c t\u0103ng theo th\u1ebf h\u1ec7 l\u1edbn nh\u1ea5t t\u1eeb \u200b\u200btr\u01b0\u1edbc \u0111\u1ebfn nay c\u1ee7a NVIDIA.<\/p>\n<p>Trong s\u1ed1 c\u00e1c t\u00ednh n\u0103ng m\u1edbi kh\u00e1c:<\/p>\n<ul>\n<li>Hopper b\u1ed5 sung\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/technologies\/multi-instance-gpu\/\">h\u1ed7 tr\u1ee3 \u1ea3o h\u00f3a<\/a>\u00a0cho c\u00e1c c\u1ea5u h\u00ecnh multi-tenant, multi-user.<\/li>\n<li>C\u00e1c\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/2022\/03\/22\/nvidia-hopper-accelerates-dynamic-programming-using-dpx-instructions\/\">t\u1eadp l\u1ec7nh DPX<\/a>\u00a0m\u1edbi t\u0103ng t\u1ed1c c\u00e1c v\u00f2ng l\u1eb7p \u0111\u1ecbnh k\u1ef3 cho c\u00e1c \u1ee9ng d\u1ee5ng l\u1eadp b\u1ea3ng ch\u1ecdn, ph\u00e2n t\u00edch DNA v\u00e0 protein.<\/li>\n<li>Hopper \u0111\u00f3ng g\u00f3i h\u1ed7 tr\u1ee3 cho b\u1ea3o m\u1eadt n\u00e2ng cao v\u1edbi <a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/solutions\/confidential-computing\/\">\u0111i\u1ec7n to\u00e1n an to\u00e0n<\/a>.<\/li>\n<\/ul>\n<p>Choquette, m\u1ed9t trong nh\u1eefng nh\u00e0 thi\u1ebft k\u1ebf chip h\u00e0ng \u0111\u1ea7u tr\u00ean Nintendo64 console thu\u1edf m\u1edbi v\u00e0o ngh\u1ec1, c\u0169ng s\u1ebd m\u00f4 t\u1ea3 c\u00e1c k\u1ef9 thu\u1eadt t\u00ednh to\u00e1n song song d\u01b0\u1edbi m\u1ed9t s\u1ed1 ti\u1ebfn b\u1ed9 c\u1ee7a Hopper.<\/p>\n<p>Michael Ditty, ki\u1ebfn \u200b\u200btr\u00fac s\u01b0 tr\u01b0\u1edfng c\u1ee7a Orin v\u00e0 c\u00f3 17 n\u0103m l\u00e0m vi\u1ec7c t\u1ea1i c\u00f4ng ty, s\u1ebd cung c\u1ea5p c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt hi\u1ec7u su\u1ea5t m\u1edbi cho\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/autonomous-machines\/embedded-systems\/jetson-orin\/\">NVIDIA Jetson AGX Orin<\/a>, m\u1ed9t engine d\u00e0nh cho edge AI, robot v\u00e0 c\u00e1c m\u00e1y t\u1ef1 \u0111\u1ed9ng ti\u00ean ti\u1ebfn.<\/p>\n<p>N\u00f3 t\u00edch h\u1ee3p 12 nh\u00e2n Arm Cortex-A78 v\u00e0 GPU ki\u1ebfn \u200b\u200btr\u00fac NVIDIA Ampere \u0111\u1ec3 cung c\u1ea5p t\u1edbi 275 ngh\u00ecn t\u1ef7 ho\u1ea1t \u0111\u1ed9ng m\u1ed7i gi\u00e2y tr\u00ean c\u00e1c job suy lu\u1eadn AI.\u00a0\u0110\u00f3 l\u00e0 hi\u1ec7u su\u1ea5t cao h\u01a1n g\u1ea5p 8 l\u1ea7n \u1edf m\u1ee9c\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/2022\/04\/06\/mlperf-edge-ai-inference-orin\/\">hi\u1ec7u qu\u1ea3 n\u0103ng l\u01b0\u1ee3ng cao h\u01a1n 2.3 l\u1ea7n<\/a>\u00a0so v\u1edbi th\u1ebf h\u1ec7 tr\u01b0\u1edbc.<\/p>\n<p><a href=\"https:\/\/blogs.nvidia.com\/blog\/2022\/08\/03\/nvidia-jetson-agx-orin-32gb-production-modules\/\">M\u00f4-\u0111un s\u1ea3n xu\u1ea5t m\u1edbi nh\u1ea5t<\/a>\u00a0c\u00f3 b\u1ed9 nh\u1edb l\u00ean \u0111\u1ebfn 32GB v\u00e0 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a d\u00f2ng s\u1ea3n ph\u1ea9m t\u01b0\u01a1ng th\u00edch v\u1edbi b\u1ed9 c\u00f4ng c\u1ee5 d\u00e0nh cho nh\u00e0 ph\u00e1t tri\u1ec3n k\u00edch th\u01b0\u1edbc b\u1ecf t\u00fai 5W Jetson Nano.<\/p>\n<p><a href=\"https:\/\/blogs.nvidia.com\/wp-content\/uploads\/2022\/08\/Orin-FINAL-perf.jpg\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/08\/tgmc-blog-63034c4b03225.jpg\" alt=\"\" \/><\/a><\/p>\n<p><em>\u0110i\u1ec3m chu\u1ea9n hi\u1ec7u su\u1ea5t cho NVIDIA Orin<\/em><\/p>\n<p>T\u1ea5t c\u1ea3 c\u00e1c chip m\u1edbi \u0111\u1ec1u h\u1ed7 tr\u1ee3 stack ph\u1ea7n m\u1ec1m NVIDIA gi\u00fap t\u0103ng t\u1ed1c h\u01a1n 700 \u1ee9ng d\u1ee5ng v\u00e0 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi 2.5 tri\u1ec7u nh\u00e0 ph\u00e1t tri\u1ec3n.<\/p>\n<p>D\u1ef1a tr\u00ean m\u00f4 h\u00ecnh l\u1eadp tr\u00ecnh CUDA, n\u00f3 bao g\u1ed3m h\u00e0ng ch\u1ee5c NVIDIA SDK cho c\u00e1c th\u1ecb tr\u01b0\u1eddng d\u1ecdc nh\u01b0 \u00f4 t\u00f4 (<a href=\"https:\/\/developer.nvidia.com\/drive\">DRIVE<\/a>) v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe (<a href=\"https:\/\/developer.nvidia.com\/clara\">Clara<\/a>) c\u0169ng nh\u01b0 c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 h\u1ec7 th\u1ed1ng khuy\u1ebfn ngh\u1ecb (<a href=\"https:\/\/developer.nvidia.com\/nvidia-merlin\">Merlin<\/a>) v\u00e0 AI h\u1ed9i tho\u1ea1i (<a href=\"https:\/\/developer.nvidia.com\/riva\">Riva<\/a>).<\/p>\n<p><em>Theo<\/em> NVIDIA<\/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=23415\">B\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean tr\u1ee3 l\u00fd AI c\u00e1 nh\u00e2n &#8211; so s\u00e1nh chi ti\u1ebft NVIDIA RTX Spark v\u00e0 DGX Spark<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23322\">NVIDIA RTX PRO 4500 Blackwell Server Edition: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt t\u1eeb th\u1ebf h\u1ec7 L4 cho h\u1ea1 t\u1ea7ng AI suy lu\u1eadn hi\u1ec7u n\u0103ng cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23119\">NVIDIA NGC\u2011ready Low\u2011latency Edge AI: Gi\u1ea3i ph\u00e1p cho Retail, Manufacturing v\u00e0 Smart Cities<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23110\">So s\u00e1nh s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y t\u00ednh AI DGX Spark v\u1edbi c\u00e1c card GPU m\u00e1y tr\u1ea1m chuy\u00ean nghi\u1ec7p c\u1ee7a NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22969\">T\u1eeb Orin \u0111\u1ebfn Thor: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt ki\u1ebfn tr\u00fac c\u1ee7a NVIDIA JetPack 7.0 v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a robot h\u00ecnh ng\u01b0\u1eddi<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22887\">T\u1ea1i sao g\u1ecdi NVIDIA DGX Spark l\u00e0 Si\u00eau m\u00e1y t\u00ednh AI c\u00e1 nh\u00e2n?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>C&aacute;c thi&#7871;t k&#7871; chip m&#7899;i nh&#7845;t ph&#7843;n &aacute;nh chi&#7873;u r&#7897;ng v&agrave; chi&#7873;u s&acirc;u c&#7911;a nh&#7919;ng &#273;&#7893;i m&#7899;i trong n&#7873;n t&#7843;ng c&#7911;a NVIDIA &#7903; c&aacute;c l&#297;nh v&#7921;c AI, Edge v&agrave; HPC. Trong b&#7889;n bu&#7893;i t&#7885;a &#273;&agrave;m trong hai ng&agrave;y, c&aacute;c k&#7929; s&#432; c&#7845;p cao c&#7911;a NVIDIA s&#7869; m&ocirc; t&#7843; nh&#7919;ng &#273;&#7893;i m&#7899;i trong l&#297;nh v&#7921;c&nbsp;&#272;i&#7879;n to&aacute;n&#8230;<\/p>\n","protected":false},"author":29,"featured_media":13394,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,204,671,750,74,1314,120],"class_list":["post-13386","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-cpu","tag-gpu","tag-hopper","tag-hpc","tag-nvidia","tag-nvlink"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>NVIDIA chia s\u1ebb nh\u1eefng chi ti\u1ebft m\u1edbi v\u1ec1 CPU Grace, GPU Hopper, NVLink Switch, Jetson Orin Module t\u1ea1i Hot Chips - 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\/nvidia-chia-se-nhung-chi-tiet-moi-ve-cpu-grace-gpu-hopper-nvlink-switch-jetson-orin-module-tai-hot-chips-p13386\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"NVIDIA chia s\u1ebb nh\u1eefng chi ti\u1ebft m\u1edbi v\u1ec1 CPU Grace, GPU Hopper, NVLink Switch, Jetson Orin Module t\u1ea1i Hot Chips - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"C&aacute;c thi&#7871;t k&#7871; chip m&#7899;i nh&#7845;t ph&#7843;n &aacute;nh chi&#7873;u r&#7897;ng v&agrave; chi&#7873;u s&acirc;u c&#7911;a nh&#7919;ng &#273;&#7893;i m&#7899;i trong n&#7873;n t&#7843;ng c&#7911;a NVIDIA &#7903; c&aacute;c l&#297;nh v&#7921;c AI, Edge v&agrave; HPC. 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