{"id":14414,"date":"2023-02-04T07:01:41","date_gmt":"2023-02-04T00:01:41","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=14414"},"modified":"2023-06-09T14:37:19","modified_gmt":"2023-06-09T07:37:19","slug":"nvidia-a100-dat-ket-qua-tot-nhat-trong-chi-so-suy-luan-ai-cho-nganh-dich-vu-tai-chinh","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/nvidia-a100-dat-ket-qua-tot-nhat-trong-chi-so-suy-luan-ai-cho-nganh-dich-vu-tai-chinh-p14414\/","title":{"rendered":"GPU NVIDIA A100 \u0111\u1ea1t k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t trong ch\u1ec9 s\u1ed1 Suy Lu\u1eadn AI cho ng\u00e0nh D\u1ecbch V\u1ee5 T\u00e0i Ch\u00ednh"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Theo m\u1ed9t cu\u1ed9c kh\u1ea3o s\u00e1t g\u1ea7n \u0111\u00e2y, ng\u00e0nh d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh ph\u1ee5 thu\u1ed9c r\u1ea5t nhi\u1ec1u v\u00e0o c\u00e1c k\u1ef9 thu\u1eadt h\u1ecdc m\u00e1y (Machine Learning) v\u00e0 h\u1ecdc s\u00e2u (<a class=\"iblink\" href=\"\/blog\/tag\/deep-learning\/\">Deep Learning<\/a>) v\u1edbi 3\/4 t\u1ed5 ch\u1ee9c tr\u00ean th\u1ebf gi\u1edbi d\u1ef1a v\u00e0o c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y. \u0110\u1ec3 \u0111o l\u01b0\u1eddng hi\u1ec7u su\u1ea5t trong l\u0129nh v\u1ef1c n\u00e0y, \u0111i\u1ec3m chu\u1ea9n benchmark\u00a0(benchmark) c\u00f3 t\u00ean STAC-ML \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u01b0a ra \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 \u0111\u1ed9 tr\u1ec5 c\u1ee7a suy lu\u1eadn m\u00f4 h\u00ecnh b\u1ed9 nh\u1edb ng\u1eafn h\u1ea1n d\u00e0i (LSTM), c\u1ee5 th\u1ec3 l\u00e0 th\u1eddi gian gi\u1eefa vi\u1ec7c nh\u1eadn d\u1eef li\u1ec7u m\u1edbi v\u00e0 k\u1ebft qu\u1ea3 \u0111\u1ea7u ra c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh n\u00e0y.<\/p>\n<p>Trong b\u00e0i ki\u1ec3m tra \u0111i\u1ec3m chu\u1ea9n n\u00e0y, GPU NVIDIA A100 Tensor Core, \u0111\u01b0\u1ee3c l\u1eafp trong c\u00e1c m\u00e1y ch\u1ee7 <a class=\"iblink\" href=\"\/supermicro\/\">Supermicro<\/a>, \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 cao nh\u1ea5t v\u1ec1 \u0111\u1ed9 tr\u1ec5 v\u00e0 th\u00f4ng l\u01b0\u1ee3ng. Ph\u00e2n v\u1ecb th\u1ee9 99 cho th\u1ea5y k\u1ebft qu\u1ea3 \u0111\u1ed9 tr\u1ec5 th\u1ea5p trong c\u1ea3 ba m\u00f4 h\u00ecnh LSTM ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/02\/tgmc-blog-63dc78c0178bb.jpg\" alt=\"NVIDIA Rises in MLPerf AI Inference Benchmarks | NVIDIA Blogs\" \/><\/p>\n<p>NVIDIA A100 c\u0169ng cho th\u1ea5y k\u1ebft qu\u1ea3 \u1ea5n t\u01b0\u1ee3ng trong \u0111i\u1ec3m chu\u1ea9n STAC-A2 \u0111\u1ec3 kh\u00e1m ph\u00e1 gi\u00e1 quy\u1ec1n ch\u1ecdn v\u00e0 \u0111i\u1ec3m chu\u1ea9n STAC-A3 \u0111\u1ec3 ki\u1ec3m tra l\u1ea1i m\u00f4 h\u00ecnh, cho th\u1ea5y t\u00ednh linh ho\u1ea1t c\u1ee7a \u0111i\u1ec7n to\u00e1n NVIDIA AI trong m\u00f4i tr\u01b0\u1eddng giao d\u1ecbch hi\u1ec7n \u0111\u1ea1i. Tacana Suite c\u1ee7a \u0111i\u1ec3m chu\u1ea9n, \u0111o suy lu\u1eadn tr\u00ean c\u1eeda s\u1ed5 tr\u01b0\u1ee3t, l\u00e0 s\u1ea3n ph\u1ea9m \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c NVIDIA g\u1eedi v\u00e0 k\u1ebft qu\u1ea3 r\u1ea5t \u0111\u00e1ng ch\u00fa \u00fd khi kh\u00f4ng c\u00f3 ngo\u1ea1i l\u1ec7 l\u1edbn v\u1ec1 \u0111\u1ed9 tr\u1ec5 v\u00e0 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n h\u00e0ng ngh\u00ecn suy lu\u1eadn m\u1ed7i gi\u00e2y.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/02\/tgmc-blog-63dc78c14649d.png\" alt=\"\" \/><\/p>\n<p>\u0110\u1ed1i v\u1edbi Sumaco Suite, \u0111o l\u01b0\u1eddng suy lu\u1eadn tr\u00ean m\u1ed9t t\u1eadp h\u1ee3p d\u1eef li\u1ec7u m\u1edbi, NVIDIA \u0111\u00e3 g\u1eedi m\u1ed9t c\u1ea5u h\u00ecnh \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a th\u00f4ng l\u01b0\u1ee3ng, ph\u1ee5c v\u1ee5 h\u01a1n 1,7 tri\u1ec7u suy lu\u1eadn m\u1ed7i gi\u00e2y tr\u00ean LSTM \u00edt ph\u1ee9c t\u1ea1p nh\u1ea5t v\u00e0 l\u00ean t\u1edbi 12.800 suy lu\u1eadn tr\u00ean LSTM ph\u1ee9c t\u1ea1p nh\u1ea5t.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/02\/tgmc-blog-63dc78c25244f.png\" alt=\"\" \/><\/p>\n<p>Ngo\u00e0i ra, NVIDIA c\u00f2n cung c\u1ea5p c\u00e1c l\u1ee3i th\u1ebf gi\u00fap gi\u1ea3m t\u1ed5ng chi ph\u00ed s\u1edf h\u1eefu \u0111\u1ed1i v\u1edbi c\u00e1c kho giao d\u1ecbch \u0111i\u1ec7n t\u1eed. NVIDIA AI cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng duy nh\u1ea5t cho c\u1ea3 \u0111\u00e0o t\u1ea1o v\u00e0 suy lu\u1eadn, \u0111\u1ed3ng th\u1eddi cho ph\u00e9p ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai c\u00e1c \u1ee9ng d\u1ee5ng tr\u00ean nhi\u1ec1u thi\u1ebft b\u1ecb kh\u00e1c nhau b\u1eb1ng m\u00f4 h\u00ecnh l\u1eadp tr\u00ecnh CUDA. Ng\u00e0nh d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh c\u0169ng \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb vi\u1ec7c gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh, ch\u1eb3ng h\u1ea1n nh\u01b0 s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng, v\u1edbi A100 v\u01b0\u1ee3t qu\u00e1 17.700 suy lu\u1eadn m\u1ed7i gi\u00e2y m\u1ed7i kilowatt trong khi ch\u1ec9 ti\u00eau th\u1ee5 722 watt.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/02\/tgmc-blog-63dc78c3a4b18.jpg\" alt=\"NVIDIA A100 Aces Throughput, Latency Results in Key Inference Benchmark for Financial Services Industry | NVIDIA Blog\" \/><\/p>\n<p>Nh\u00ecn chung, k\u1ebft qu\u1ea3 \u0111i\u1ec3m chu\u1ea9n x\u00e1c nh\u1eadn r\u1eb1ng GPU NVIDIA A100 l\u00e0 n\u1ed5i tr\u1ed9i ho\u00e0n to\u00e0n v\u1ec1 th\u00f4ng l\u01b0\u1ee3ng, \u0111\u1ed9 tr\u1ec5 v\u00e0 hi\u1ec7u qu\u1ea3 s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng \u0111\u1ed1i v\u1edbi c\u00e1c t\u1ea3i x\u1eed l\u00fd \u0111\u00f2i h\u1ecfi kh\u1eaft khe nh\u01b0 ki\u1ec3m tra l\u1ea1i v\u00e0 m\u00f4 ph\u1ecfng.<\/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","protected":false},"excerpt":{"rendered":"<p>Theo m&#7897;t cu&#7897;c kh&#7843;o s&aacute;t g&#7847;n &#273;&acirc;y, ng&agrave;nh d&#7883;ch v&#7909; t&agrave;i ch&iacute;nh ph&#7909; thu&#7897;c r&#7845;t nhi&#7873;u v&agrave;o c&aacute;c k&#7929; thu&#7853;t h&#7885;c m&aacute;y (Machine Learning) v&agrave; h&#7885;c s&acirc;u (Deep Learning) v&#7899;i 3\/4 t&#7893; ch&#7913;c tr&ecirc;n th&#7871; gi&#7899;i d&#7921;a v&agrave;o c&aacute;c c&ocirc;ng ngh&#7879; n&agrave;y. &#272;&#7875; &#273;o l&#432;&#7901;ng hi&#7879;u su&#7845;t trong l&#297;nh v&#7921;c n&agrave;y, &#273;i&#7875;m chu&#7849;n benchmark&nbsp;(benchmark) c&oacute;&#8230;<\/p>\n","protected":false},"author":17,"featured_media":14420,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[701,1364,98,1314],"class_list":["post-14414","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-a100","tag-dgx","tag-inference","tag-nvidia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - 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