{"id":12440,"date":"2022-05-31T05:03:56","date_gmt":"2022-05-31T05:03:56","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=12440"},"modified":"2022-06-03T07:12:24","modified_gmt":"2022-06-03T07:12:24","slug":"isc-2022-nvidia-tang-toc-ai-phien-ban-so-dien-toan-luong-tu-va-hpc-tai-bien","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/isc-2022-nvidia-tang-toc-ai-phien-ban-so-dien-toan-luong-tu-va-hpc-tai-bien-p12440\/","title":{"rendered":"ISC 2022: NVIDIA t\u0103ng t\u1ed1c AI, phi\u00ean b\u1ea3n s\u1ed1, \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed v\u00e0 HPC t\u1ea1i bi\u00ean"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p><em><strong>C\u00e1c si\u00eau m\u00e1y t\u00ednh, c\u00f4ng c\u1ee5 v\u00e0 m\u1ed9t h\u1ec7 sinh th\u00e1i \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed \u0111ang m\u1edf r\u1ed9ng h\u1ee9a h\u1eb9n s\u1ebd mang \u0111\u1ebfn nh\u1eefng kh\u1ea3 n\u0103ng \u0111\u1ed9t ph\u00e1 v\u1edbi c\u00e1c si\u00eau chip v\u00e0 ph\u1ea7n m\u1ec1m c\u1ee7a NVIDIA<\/strong><\/em><\/p>\n<p>C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111ang v\u1eadt l\u1ed9n v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn ng\u00e0y nay nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/2021\/09\/01\/what-is-accelerated-computing\/\">\u0111i\u1ec7n to\u00e1n t\u0103ng t\u1ed1c<\/a>, nh\u01b0 \u0111\u00e3 \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u t\u1ea1i\u00a0<a href=\"https:\/\/www.isc-hpc.com\/about-isc-2022.html\">ISC<\/a> &#8211; n\u01a1i t\u1eadp h\u1ee3p c\u00e1c chuy\u00ean gia v\u1ec1 si\u00eau m\u00e1y t\u00ednh th\u01b0\u1eddng ni\u00ean c\u1ee7a ch\u00e2u \u00c2u.<\/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>M\u1ed9t s\u1ed1 \u0111ang x\u00e2y d\u1ef1ng c\u00e1c phi\u00ean b\u1ea3n k\u1ef9 thu\u1eadt s\u1ed1 (digital twin) \u0111\u1ec3 m\u00f4 ph\u1ecfng c\u00e1c ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng m\u1edbi. M\u1ed9t s\u1ed1 s\u1eed d\u1ee5ng AI + HPC \u0111\u1ec3 \u0111i s\u00e2u v\u00e0o b\u1ed9 n\u00e3o con ng\u01b0\u1eddi.<\/p>\n<p>C\u00f2n m\u1ed9t s\u1ed1 kh\u00e1c \u0111ang \u0111\u01b0a HPE \u0111\u1ebfn bi\u00ean v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 c\u00f3 \u0111\u1ed9 nh\u1ea1y cao ho\u1eb7c t\u0103ng t\u1ed1c c\u00e1c m\u00f4 ph\u1ecfng tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng l\u01b0\u1ee3ng t\u1eed lai, Ian Buck &#8211; Ph\u00f3 ch\u1ee7 t\u1ecbch \u0111i\u1ec7n to\u00e1n t\u0103ng t\u1ed1c c\u1ee7a NVIDIA cho bi\u1ebft t\u1ea1i ISC \u1edf Hamburg.<\/p>\n<h2>Cung c\u1ea5p 10 Exaflops AI<\/h2>\n<p>V\u00ed d\u1ee5, m\u1ed9t si\u00eau m\u00e1y t\u00ednh m\u1edbi t\u1ea1i Ph\u00f2ng th\u00ed nghi\u1ec7m Qu\u1ed1c gia Los Alamos (LANL) c\u00f3 t\u00ean Venado s\u1ebd cung c\u1ea5p 10 exaflops hi\u1ec7u su\u1ea5t AI \u0111\u1ec3 c\u1ea3i ti\u1ebfn c\u00f4ng vi\u1ec7c trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 khoa h\u1ecdc v\u1eadt li\u1ec7u v\u00e0 n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o.<\/p>\n<p>C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i LANL \u0111\u1eb7t m\u1ee5c ti\u00eau t\u0103ng t\u1ed1c \u0111\u1ed9 g\u1ea5p 30 l\u1ea7n trong c\u00e1c \u1ee9ng d\u1ee5ng \u0111a v\u1eadt l\u00fd t\u00ednh to\u00e1n c\u1ee7a h\u1ecd v\u1edbi c\u00e1c GPU, CPU v\u00e0 DPU c\u1ee7a NVIDIA trong h\u1ec7 th\u1ed1ng.<\/p>\n<p><a href=\"https:\/\/blogs.nvidia.com\/wp-content\/uploads\/2022\/05\/Venado.jpg\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/05\/tgmc-blog-6295a1ffbc3e5.jpg\" alt=\"\" \/><\/a><\/p>\n<p>Venado s\u1ebd s\u1eed d\u1ee5ng c\u00e1c\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/grace-cpu\/\">NVIDIA\u00a0Grace Hopper Superchip<\/a>\u00a0\u0111\u1ec3 ch\u1ea1y nh\u1eefng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c nhanh h\u01a1n g\u1ea5p 3 l\u1ea7n so v\u1edbi c\u00e1c GPU tr\u01b0\u1edbc \u0111\u00e2y.\u00a0N\u00f3 c\u0169ng t\u00edch h\u1ee3p\u00a0<a href=\"https:\/\/nvidianews.nvidia.com\/news\/nvidia-introduces-grace-cpu-superchip\">NVIDIA Grace CPU Superchip<\/a>\u00a0\u0111\u1ec3 cung c\u1ea5p g\u1ea5p \u0111\u00f4i hi\u1ec7u su\u1ea5t tr\u00ean m\u1ed7i watt so v\u1edbi c\u00e1c CPU truy\u1ec1n th\u1ed1ng tr\u00ean m\u1ed9t lo\u1ea1t c\u00e1c \u1ee9ng d\u1ee5ng kh\u00f4ng \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c.<\/p>\n<h2>BlueField mang l\u1ea1i \u0111\u1ed9ng l\u1ef1c<\/h2>\n<p>H\u1ec7 th\u1ed1ng LANL l\u00e0 m\u1ed9t trong\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/2022\/05\/30\/bluefield-dpus-hpc-isc2022\/\">nh\u1eefng h\u1ec7 th\u1ed1ng m\u1edbi nh\u1ea5t<\/a>\u00a0tr\u00ean th\u1ebf gi\u1edbi s\u1eed d\u1ee5ng\u00a0c\u00e1c <a href=\"https:\/\/www.nvidia.com\/en-us\/networking\/products\/data-processing-unit\/\">NVIDIA BlueField DPU<\/a>\u00a0\u0111\u1ec3 gi\u1ea3m t\u1ea3i v\u00e0 t\u0103ng t\u1ed1c c\u00e1c t\u00e1c v\u1ee5 giao ti\u1ebfp v\u00e0 l\u01b0u tr\u1eef t\u1eeb c\u00e1c CPU ch\u00ednh.<\/p>\n<p>T\u01b0\u01a1ng t\u1ef1, Texas Advanced Computing Center \u0111ang b\u1ed5 sung c\u00e1c BlueField-2 DPU v\u00e0o\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/networking\/quantum2\/\">NVIDIA Quantum InfiniBand<\/a>\u00a0tr\u00ean Lonestar6.\u00a0N\u00f3 s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e1t tri\u1ec3n cho\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/2021\/04\/14\/what-is-a-cloud-native-supercomputer\/\">si\u00eau m\u00e1y t\u00ednh cloud-native<\/a>, hosting nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng v\u00e0 \u1ee9ng d\u1ee5ng v\u1edbi hi\u1ec7u su\u1ea5t bare-metal trong khi c\u00f4 l\u1eadp c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u1ed9t c\u00e1ch an to\u00e0n.<\/p>\n<p>Buck n\u00f3i: \u201c\u0110\u00f3 l\u00e0 l\u1ef1a ch\u1ecdn ki\u1ebfn tr\u00fac cho si\u00eau m\u00e1y t\u00ednh v\u00e0 HPC cloud th\u1ebf h\u1ec7 ti\u1ebfp theo&#8221;.<\/p>\n<h2>Exascale \u1edf ch\u00e2u \u00c2u<\/h2>\n<p>\u1ede ch\u00e2u \u00c2u, NVIDIA v\u00e0 SiPearl \u0111ang h\u1ee3p t\u00e1c \u0111\u1ec3 m\u1edf r\u1ed9ng h\u1ec7 sinh th\u00e1i c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n \u0111ang x\u00e2y d\u1ef1ng t\u00ednh to\u00e1n exascale tr\u00ean Arm.\u00a0C\u00f4ng vi\u1ec7c n\u00e0y s\u1ebd gi\u00fap ng\u01b0\u1eddi d\u00f9ng trong khu v\u1ef1c chuy\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng sang c\u00e1c h\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng Rhea c\u1ee7a SiPearl v\u00e0 c\u00e1c Arm-based CPU trong t\u01b0\u01a1ng lai c\u00f9ng v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1ea1ng v\u00e0 \u0111i\u1ec7n to\u00e1n t\u0103ng t\u1ed1c c\u1ee7a NVIDIA.<\/p>\n<p>Trung t\u00e2m Khoa h\u1ecdc T\u00ednh to\u00e1n c\u1ee7a Nh\u1eadt B\u1ea3n t\u1ea1i \u0110\u1ea1i h\u1ecdc Tsukuba, \u0111ang gh\u00e9p n\u1ed1i c\u00e1c\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/h100\/\">GPU NVIDIA H100 Tensor Core<\/a>\u00a0v\u00e0 c\u00e1c CPU x86 tr\u00ean n\u1ec1n t\u1ea3ng NVIDIA Quantum-2 InfiniBand.\u00a0Si\u00eau m\u00e1y t\u00ednh m\u1edbi s\u1ebd gi\u1ea3i quy\u1ebft c\u00e1c c\u00f4ng vi\u1ec7c trong kh\u00ed h\u1eadu h\u1ecdc, v\u1eadt l\u00fd thi\u00ean v\u0103n, big data, AI v\u00e0 h\u01a1n th\u1ebf n\u1eefa.<\/p>\n<p>H\u1ec7 th\u1ed1ng m\u1edbi s\u1ebd n\u1eb1m trong 71% danh s\u00e1ch TOP500 si\u00eau m\u00e1y t\u00ednh m\u1edbi nh\u1ea5t \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 c\u1ee7a NVIDIA.\u00a0Ngo\u00e0i ra, 80% c\u00e1c h\u1ec7 th\u1ed1ng m\u1edbi trong danh s\u00e1ch c\u0169ng s\u1eed d\u1ee5ng NVIDIA GPU, network\u00a0ho\u1eb7c c\u1ea3 hai v\u00e0 n\u1ec1n t\u1ea3ng m\u1ea1ng c\u1ee7a NVIDIA l\u00e0 k\u1ebft n\u1ed1i b\u00ean trong ph\u1ed5 bi\u1ebfn nh\u1ea5t cho c\u00e1c h\u1ec7 th\u1ed1ng TOP500.<\/p>\n<p>Ng\u01b0\u1eddi d\u00f9ng HPC \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 NVIDIA v\u00ec ch\u00fang mang l\u1ea1i hi\u1ec7u su\u1ea5t \u1ee9ng d\u1ee5ng cao nh\u1ea5t cho kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a si\u00eau m\u00e1y t\u00ednh &#8211; m\u00f4 ph\u1ecfng, h\u1ecdc m\u00e1y, x\u1eed l\u00fd bi\u00ean th\u1eddi gian th\u1ef1c &#8211; c\u0169ng nh\u01b0 c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u1edbi n\u1ed5i nh\u01b0 m\u00f4 ph\u1ecfng l\u01b0\u1ee3ng t\u1eed v\u00e0 digital twin.<\/p>\n<h2>T\u0103ng s\u1ee9c m\u1ea1nh v\u1edbi Omniverse<\/h2>\n<p>Cho th\u1ea5y nh\u1eefng g\u00ec c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 th\u1ec3 l\u00e0m, Buck \u0111\u00e3 m\u1edf m\u1ed9t b\u1ea3n demo c\u1ee7a\u00a0<a href=\"https:\/\/blogs.nvidia.com\/blog\/2022\/05\/30\/ukaea-digital-twins-omniverse\/\">m\u1ed9t nh\u00e0 m\u00e1y n\u0103ng l\u01b0\u1ee3ng nhi\u1ec7t h\u1ea1ch \u1ea3o<\/a>\u00a0m\u00e0 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i C\u01a1 quan N\u0103ng l\u01b0\u1ee3ng Nguy\u00ean t\u1eed V\u01b0\u01a1ng qu\u1ed1c Anh v\u00e0 \u0110\u1ea1i h\u1ecdc Manchester \u0111ang x\u00e2y d\u1ef1ng trong\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/omniverse\/\">NVIDIA Omniverse<\/a>. Digital twin gi\u00fap m\u00f4 ph\u1ecfng trong th\u1eddi gian th\u1ef1c to\u00e0n b\u1ed9 tr\u1ea1m n\u0103ng l\u01b0\u1ee3ng, c\u00e1c th\u00e0nh ph\u1ea7n robot c\u1ee7a n\u00f3 &#8211; th\u1eadm ch\u00ed c\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a plasma nhi\u1ec7t h\u1ea1ch \u1edf l\u00f5i.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/tJgR1TSBD0k?feature=oembed\" width=\"560\" height=\"315\" frameborder=\"0\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<p><a href=\"https:\/\/developer.nvidia.com\/nvidia-omniverse-platform\">NVIDIA Omniverse<\/a>, m\u1ed9t n\u1ec1n t\u1ea3ng c\u1ed9ng t\u00e1c thi\u1ebft k\u1ebf 3D v\u00e0 m\u00f4 ph\u1ecfng th\u1ebf gi\u1edbi, cho ph\u00e9p c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u1ee7a d\u1ef1 \u00e1n \u1edf kh\u1eafp n\u01a1i c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c c\u00f9ng nhau \u1edf th\u1eddi gian th\u1ef1c trong khi s\u1eed d\u1ee5ng c\u00e1c \u1ee9ng d\u1ee5ng 3D kh\u00e1c nhau.\u00a0H\u1ecd nh\u1eafm \u0111\u1ebfn vi\u1ec7c n\u00e2ng cao c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh v\u1edbi\u00a0<a href=\"https:\/\/developer.nvidia.com\/modulus\">NVIDIA Modulus<\/a>, m\u1ed9t framework \u0111\u1ec3 t\u1ea1o ra c\u00e1c m\u00f4 h\u00ecnh AI ph\u1ea3n h\u1ed3i v\u1ec1 v\u1eadt l\u00fd.<\/p>\n<p>&#8220;\u0110\u00f3 l\u00e0 c\u00f4ng vi\u1ec7c v\u00f4 c\u00f9ng ph\u1ee9c t\u1ea1p m\u1edf \u0111\u01b0\u1eddng cho c\u00e1c ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o s\u1ea1ch c\u1ee7a ng\u00e0y mai&#8221;, Buck n\u00f3i.<\/p>\n<h2>AI cho H\u00ecnh \u1ea3nh y khoa<\/h2>\n<p>Buck \u0111\u00e3 m\u00f4 t\u1ea3 c\u00e1ch c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1o ra m\u1ed9t th\u01b0 vi\u1ec7n g\u1ed3m 100.000 h\u00ecnh \u1ea3nh t\u1ed5ng h\u1ee3p c\u1ee7a n\u00e3o ng\u01b0\u1eddi tr\u00ean\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/industries\/healthcare-life-sciences\/cambridge-1\/\">NVIDIA Cambridge-1<\/a>, m\u1ed9t si\u00eau m\u00e1y t\u00ednh d\u00e0nh ri\u00eang cho nh\u1eefng c\u1ea3i ti\u1ebfn trong l\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u1edbi AI.<\/p>\n<p>M\u1ed9t nh\u00f3m t\u1eeb \u0110\u1ea1i h\u1ecdc King&#8217;s College London \u0111\u00e3 s\u1eed d\u1ee5ng\u00a0<a href=\"https:\/\/monai.io\/\">MONAI<\/a>, m\u1ed9t framework AI cho h\u00ecnh \u1ea3nh y khoa, \u0111\u1ec3 t\u1ea1o ra nh\u1eefng h\u00ecnh \u1ea3nh gi\u1ed1ng nh\u01b0 th\u1eadt c\u00f3 th\u1ec3 gi\u00fap c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u nh\u00e2n bi\u1ebft c\u00e1c b\u1ec7nh nh\u01b0 Parkinson ph\u00e1t tri\u1ec3n nh\u01b0 th\u1ebf n\u00e0o.<\/p>\n<p>\u201c\u0110\u00e2y l\u00e0 m\u1ed9t v\u00ed d\u1ee5 tuy\u1ec7t v\u1eddi v\u1ec1 vi\u1ec7c HPC + AI \u0111\u00e3 \u0111\u00f3ng g\u00f3p th\u1ef1c s\u1ef1 cho khoa h\u1ecdc v\u00e0 nghi\u00ean c\u1ee9u&#8221;, Buck n\u00f3i.<\/p>\n<h2>HPC t\u1ea1i bi\u00ean<\/h2>\n<p>C\u00e0ng ng\u00e0y, c\u00f4ng vi\u1ec7c c\u1ee7a HPC c\u00e0ng m\u1edf r\u1ed9ng v\u01b0\u1ee3t ra ngo\u00e0i trung t\u00e2m si\u00eau m\u00e1y t\u00ednh.\u00a0C\u00e1c \u0111\u00e0i quan s\u00e1t, v\u1ec7 tinh v\u00e0 c\u00e1c lo\u1ea1i d\u1ee5ng c\u1ee5 ph\u00f2ng th\u00ed nghi\u1ec7m m\u1edbi c\u1ea7n ph\u00e1t tr\u1ef1c tuy\u1ebfn v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u trong th\u1eddi gian th\u1ef1c.<\/p>\n<p>V\u00ed d\u1ee5, c\u00f4ng vi\u1ec7c li\u00ean quan \u0111\u1ebfn k\u00ednh hi\u1ec3n vi lightsheet t\u1ea1i Ph\u00f2ng th\u00ed nghi\u1ec7m Qu\u1ed1c gia Lawrence Berkeley \u0111ang s\u1eed d\u1ee5ng\u00a0<a href=\"https:\/\/developer.nvidia.com\/clara-holoscan-sdk\">NVIDIA Clara Holoscan<\/a>\u00a0\u0111\u1ec3 xem trong th\u1eddi gian th\u1ef1c \u1edf quy m\u00f4 nanomet, trong khi n\u00f3 \u0111\u00f2i h\u1ecfi nhi\u1ec1u ng\u00e0y tr\u00ean CPU.<\/p>\n<p>\u0110\u1ec3 gi\u00fap \u0111\u01b0a si\u00eau m\u00e1y t\u00ednh \u0111\u1ebfn v\u00f9ng bi\u00ean, NVIDIA \u0111ang ph\u00e1t tri\u1ec3n Holoscan cho HPC, m\u1ed9t phi\u00ean b\u1ea3n ph\u1ea7n m\u1ec1m h\u00ecnh \u1ea3nh c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng cao c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ec3 t\u0103ng t\u1ed1c b\u1ea5t k\u1ef3 kh\u00e1m ph\u00e1 khoa h\u1ecdc n\u00e0o.\u00a0N\u00f3 s\u1ebd ch\u1ea1y tr\u00ean nh\u1eefng n\u1ec1n t\u1ea3ng \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c t\u1eeb c\u00e1c m\u00f4-\u0111un v\u00e0 appliance Jetson AGX \u0111\u1ebfn c\u00e1c m\u00e1y ch\u1ee7 ch\u1ee9a 4 GPU A100.<\/p>\n<p>Buck n\u00f3i: \u201cCh\u00fang t\u00f4i r\u1ea5t n\u00f3ng l\u00f2ng mu\u1ed1n xem c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u s\u1ebd l\u00e0m g\u00ec v\u1edbi ph\u1ea7n m\u1ec1m n\u00e0y&#8221;.<\/p>\n<h2>T\u0103ng t\u1ed1c m\u00f4 ph\u1ecfng l\u01b0\u1ee3ng t\u1eed<\/h2>\n<p>Trong m\u1ed9t vect\u01a1 kh\u00e1c c\u1ee7a si\u00eau m\u00e1y t\u00ednh, Buck \u0111\u00e3 b\u00e1o c\u00e1o v\u1ec1 vi\u1ec7c \u00e1p d\u1ee5ng nhanh ch\u00f3ng\u00a0<a href=\"https:\/\/developer.nvidia.com\/cuquantum-sdk\">NVIDIA cuQuantum<\/a>, m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m \u0111\u1ec3 t\u0103ng t\u1ed1c m\u00f4 ph\u1ecfng m\u1ea1ch l\u01b0\u1ee3ng t\u1eed tr\u00ean c\u00e1c GPU.<\/p>\n<p><a href=\"https:\/\/blogs.nvidia.com\/blog\/2022\/05\/30\/quantum-computing-hpc-isc2022\/\">H\u00e0ng ch\u1ee5c t\u1ed5 ch\u1ee9c<\/a>\u00a0\u0111\u00e3 v\u00e0 \u0111ang s\u1eed d\u1ee5ng n\u00f3 trong nghi\u00ean c\u1ee9u tr\u00ean nhi\u1ec1u l\u0129nh v\u1ef1c.\u00a0N\u00f3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1c framework ph\u1ea7n m\u1ec1m l\u01b0\u1ee3ng t\u1eed ch\u00ednh \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0o kh\u1ea3 n\u0103ng t\u0103ng t\u1ed1c GPU m\u00e0 kh\u00f4ng c\u1ea7n b\u1ea5t k\u1ef3 d\u00f2ng code b\u1ed5 sung n\u00e0o.<\/p>\n<p>G\u1ea7n \u0111\u00e2y nh\u1ea5t, AWS \u0111\u00e3 th\u00f4ng b\u00e1o v\u1ec1 s\u1ef1 s\u1eb5n c\u00f3 c\u1ee7a\u00a0<a href=\"https:\/\/aws.amazon.com\/blogs\/quantum-computing\/accelerate-your-simulations-of-hybrid-quantum-algorithms-on-amazon-braket-with-nvidia-cuquantum-and-pennylane\/\">cuQuantum trong d\u1ecbch v\u1ee5 Braket c\u1ee7a m\u00ecnh<\/a>.\u00a0V\u00e0 n\u00f3 \u0111\u00e3 ch\u1ee9ng minh c\u00e1ch\u00a0<a href=\"https:\/\/aws.amazon.com\/blogs\/quantum-computing\/using-embedded-simulators-in-amazon-braket-hybrid-jobs\/\">cuQuantum c\u00f3 th\u1ec3 cung c\u1ea5p t\u1ed1c \u0111\u1ed9 t\u0103ng l\u00ean t\u1edbi 900 l\u1ea7n<\/a>\u00a0tr\u00ean c\u00e1c t\u1ea3i c\u00f4ng vi\u1ec7c h\u1ecdc m\u00e1y l\u01b0\u1ee3ng t\u1eed trong khi gi\u1ea3m chi ph\u00ed \u0111i 3,5 l\u1ea7n.<\/p>\n<p>\u201c\u0110i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed c\u00f3 ti\u1ec1m n\u0103ng to l\u1edbn v\u00e0 vi\u1ec7c m\u00f4 ph\u1ecfng c\u00e1c m\u00e1y t\u00ednh l\u01b0\u1ee3ng t\u1eed tr\u00ean c\u00e1c si\u00eau m\u00e1y t\u00ednh GPU l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u01b0a ch\u00fang ta \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed c\u00f3 gi\u00e1 tr\u1ecb\u201d.\u00a0\u201cCh\u00fang t\u00f4i th\u1ef1c s\u1ef1 h\u00e1o h\u1ee9c khi \u0111i \u0111\u1ea7u trong c\u00f4ng vi\u1ec7c n\u00e0y&#8221;, Buck cho bi\u1ebft th\u00eam.<\/p>\n<p><i>Theo <\/i>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=22532\">H\u01b0\u1edbng d\u1eabn tri\u1ec3n khai m\u00e1y ch\u1ee7 GPU t\u1ea1i ch\u1ed7 trong c\u00e1c ph\u00f2ng m\u00e1y doanh nghi\u1ec7p<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22501\">NVIDIA ConnectX-8 SuperNIC: \u0110\u1ed9t ph\u00e1 ki\u1ebfn tr\u00fac h\u1ea1 t\u1ea7ng AI v\u1edbi PCIe Gen6<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21938\">NVIDIA: C\u00f4ng ngh\u1ec7 Silicon Photonics v\u00e0 Co-Packaged Optics \u2013 Thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i trong k\u1ef7 nguy\u00ean AI v\u00e0 HPC<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21576\">NVIDIA NVLink Th\u1ebf h\u1ec7 th\u1ee9 5: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt v\u1ec1 b\u0103ng th\u00f4ng cho k\u1ef7 nguy\u00ean AI ngh\u00ecn t\u1ef7 tham s\u1ed1<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21246\">NVIDIA DGX B300: Ki\u1ebfn t\u1ea1o cho k\u1ef7 nguy\u00ean AI Factory th\u1ebf h\u1ec7 m\u1edbi<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21166\">NVIDIA Blackwell Ultra: M\u1edf ra k\u1ef7 nguy\u00ean Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o l\u00fd lu\u1eadn<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>C&aacute;c si&ecirc;u m&aacute;y t&iacute;nh, c&ocirc;ng c&#7909; v&agrave; m&#7897;t h&#7879; sinh th&aacute;i &#273;i&#7879;n to&aacute;n l&#432;&#7907;ng t&#7917; &#273;ang m&#7903; r&#7897;ng h&#7913;a h&#7865;n s&#7869; mang &#273;&#7871;n nh&#7919;ng kh&#7843; n&#259;ng &#273;&#7897;t ph&aacute; v&#7899;i c&aacute;c si&ecirc;u chip v&agrave; ph&#7847;n m&#7873;m c&#7911;a NVIDIA C&aacute;c nh&agrave; nghi&ecirc;n c&#7913;u &#273;ang v&#7853;t l&#7897;n v&#7899;i nh&#7919;ng th&aacute;ch th&#7913;c l&#7899;n ng&agrave;y nay nh&#7853;n &#273;&#432;&#7907;c s&#7921; tr&#7907;&#8230;<\/p>\n","protected":false},"author":29,"featured_media":12443,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[834,74,690,835,833,185],"class_list":["post-12440","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tong-hop","tag-bluefield","tag-hpc","tag-omniverse","tag-quantum","tag-quantum-computing","tag-supercomputer"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - 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