{"id":13926,"date":"2022-11-11T10:43:57","date_gmt":"2022-11-11T03:43:57","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=13926"},"modified":"2022-11-11T10:43:57","modified_gmt":"2022-11-11T03:43:57","slug":"cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/","title":{"rendered":"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Trong c\u00e1c b\u00e0i test c\u1ee7a ti\u00eau chu\u1ea9n ng\u00e0nh v\u1ec1 \u0111\u00e0o t\u1ea1o AI, GPU NVIDIA H100 Tensor Core \u0111\u00e3 l\u1eadp k\u1ef7 l\u1ee5c th\u1ebf gi\u1edbi v\u1ec1 t\u1ea3i x\u1eed l\u00fd doanh nghi\u1ec7p; V\u00e0 v\u1edbi A100, \u0111\u00e3 n\u00e2ng c\u1ea5p \u0111\u1ed9 trong \u0111i\u1ec7n to\u00e1n hi\u1ec7u su\u1ea5t cao.<\/p>\n<p>Hai th\u00e1ng sau\u00a0l\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u01b0a ra c\u00e1c \u0111i\u1ec3m chu\u1ea9n suy lu\u1eadn MLPerf g\u00e2y ti\u1ebfng vang tr\u00ean l\u0129nh v\u1ef1c AI,\u00a0GPU NVIDIA H100 Tensor Core\u00a0\u0111\u00e3 l\u1eadp k\u1ef7 l\u1ee5c th\u1ebf gi\u1edbi v\u1ec1 t\u1ea3i x\u1eed l\u00fd AI c\u1ee7a doanh nghi\u1ec7p trong c\u00e1c th\u1eed nghi\u1ec7m \u0111\u00e0o t\u1ea1o AI m\u1edbi nh\u1ea5t c\u1ee7a ng\u00e0nh.<\/p>\n<p>K\u1ebft qu\u1ea3 cho th\u1ea5y H100 l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t cho nh\u1eefng ng\u01b0\u1eddi d\u00f9ng y\u00eau c\u1ea7u hi\u1ec7u su\u1ea5t cao nh\u1ea5t khi t\u1ea1o v\u00e0 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh AI ti\u00ean ti\u1ebfn.<\/p>\n<p>MLPerf l\u00e0 \u200b\u200bti\u00eau chu\u1ea9n c\u00f4ng nghi\u1ec7p \u0111\u1ec3 \u0111o l\u01b0\u1eddng hi\u1ec7u su\u1ea5t c\u1ee7a AI.\u00a0N\u00f3 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi m\u1ed9t nh\u00f3m \u0111\u00f4ng \u0111\u1ea3o c\u00e1c h\u00e3ng c\u00f4ng ngh\u1ec7 bao g\u1ed3m Amazon, Arm, Baidu, Google, \u0110\u1ea1i h\u1ecdc Harvard, Intel, Meta, Microsoft, \u0110\u1ea1i h\u1ecdc Stanford v\u00e0 \u0110\u1ea1i h\u1ecdc Toronto.<\/p>\n<p>Trong m\u1ed9t \u0111i\u1ec3m chu\u1ea9n MLPerf li\u00ean quan v\u1eeba \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1,\u00a0GPU NVIDIA A100 Tensor Core\u00a0\u0111\u00e3 n\u00e2ng m\u1ee9c ti\u00eau chu\u1ea9n m\u00e0 h\u1ecd\u00a0\u0111\u1eb7t ra v\u00e0o n\u0103m ngo\u00e1i\u00a0trong \u0111i\u1ec7n to\u00e1n hi\u1ec7u su\u1ea5t cao (HPC).<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/11\/tgmc-blog-636dc50353be5.jpg\" alt=\"\" \/><em>GPU NVIDIA H100 nhanh h\u01a1n t\u1edbi 6,7 l\u1ea7n so v\u1edbi GPU A100 khi ch\u00fang l\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c \u0111\u01b0a \u0111\u1ebfn v\u1edbi MLPerf Training.<\/em><\/p>\n<p>GPU H100 (hay c\u00f2n g\u1ecdi l\u00e0 Hopper) \u0111\u00e3 n\u00e2ng cao hi\u1ec7u su\u1ea5t tr\u00ean m\u1ed7i b\u1ed9 t\u0103ng t\u1ed1c trong MLPerf Training.\u00a0Ch\u00fang mang l\u1ea1i hi\u1ec7u su\u1ea5t cao h\u01a1n t\u1edbi 6,7 l\u1ea7n so v\u1edbi c\u00e1c GPU th\u1ebf h\u1ec7 tr\u01b0\u1edbc khi ch\u00fang l\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c \u0111\u01b0a \u0111\u1ebfn quy tr\u00ecnh \u0111\u00e0o t\u1ea1o MLPerf.\u00a0B\u1eb1ng c\u00e1ch so s\u00e1nh t\u01b0\u01a1ng t\u1ef1, GPU A100 hi\u1ec7n nay c\u00f3 s\u1ee9c m\u1ea1nh g\u1ea5p 2,5 l\u1ea7n, nh\u1edd nh\u1eefng ti\u1ebfn b\u1ed9 trong ph\u1ea7n m\u1ec1m.<\/p>\n<p>M\u1ed9t ph\u1ea7n nh\u1edd v\u00e0o h\u1ec7 th\u1ed1ng Transformer Engine, Hopper \u0111\u00e3 xu\u1ea5t s\u1eafc trong vi\u1ec7c \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh BERT ph\u1ed5 bi\u1ebfn \u0111\u1ec3 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.\u00a0\u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng m\u00f4 h\u00ecnh l\u1edbn nh\u1ea5t v\u00e0 c\u00f3 hi\u1ec7u su\u1ea5t cao nh\u1ea5t trong s\u1ed1 c\u00e1c m\u00f4 h\u00ecnh MLPerf cho AI.<\/p>\n<p>MLPerf mang \u0111\u1ebfn cho ng\u01b0\u1eddi d\u00f9ng s\u1ef1 t\u1ef1 tin \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh mua h\u00e0ng s\u00e1ng su\u1ed1t v\u00ec c\u00e1c \u0111i\u1ec3m benchmark bao g\u1ed3m c\u00e1c t\u1ea3i x\u1eed l\u00fd AI ph\u1ed5 bi\u1ebfn nh\u1ea5t hi\u1ec7n nay &#8211; <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a>, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, h\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t, h\u1ecdc t\u0103ng c\u01b0\u1eddng v\u00e0 nhi\u1ec1u \u1ee9ng d\u1ee5ng kh\u00e1c.\u00a0C\u00e1c b\u00e0i test \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 ngang h\u00e0ng, v\u00ec v\u1eady ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 tin t\u01b0\u1edfng v\u00e0o k\u1ebft qu\u1ea3 c\u1ee7a ch\u00fang.<\/p>\n<h2>GPU A100 \u0111\u1ea1t \u0111\u1ec9nh cao m\u1edbi trong HPC<\/h2>\n<p>Trong b\u1ed9 ti\u00eau chu\u1ea9n MLPerf HPC ri\u00eang bi\u1ec7t, GPU A100 \u0111\u00e3 \u0111i qua t\u1ea5t c\u1ea3 c\u00e1c b\u00e0i ki\u1ec3m tra v\u1ec1 \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh AI v\u1edbi t\u1ea3i x\u1eed l\u00fd khoa h\u1ecdc \u0111\u00f2i h\u1ecfi cao ch\u1ea1y tr\u00ean c\u00e1c si\u00eau m\u00e1y t\u00ednh.\u00a0K\u1ebft qu\u1ea3 cho th\u1ea5y kh\u1ea3 n\u0103ng c\u1ee7a n\u1ec1n t\u1ea3ng NVIDIA AI c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c th\u00e1ch th\u1ee9c k\u1ef9 thu\u1eadt kh\u1eafc nghi\u1ec7t nh\u1ea5t tr\u00ean th\u1ebf gi\u1edbi.<\/p>\n<p>V\u00ed d\u1ee5: GPU A100 \u0111\u00e3 hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh AI trong th\u1eed nghi\u1ec7m CosmoFlow d\u00e0nh cho v\u1eadt l\u00fd thi\u00ean v\u0103n nhanh h\u01a1n 9 l\u1ea7n so v\u1edbi k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t hai n\u0103m tr\u01b0\u1edbc trong v\u00f2ng \u0111\u1ea7u ti\u00ean c\u1ee7a MLPerf HPC.\u00a0Trong c\u00f9ng m\u1ed9t t\u1ea3i x\u1eed l\u00fd \u0111\u00f3, A100 c\u0169ng cung c\u1ea5p th\u00f4ng l\u01b0\u1ee3ng tr\u00ean m\u1ed7i chip g\u1ea5p 66 l\u1ea7n so v\u1edbi m\u1ed9t s\u1ea3n ph\u1ea9m thay th\u1ebf.<\/p>\n<p>C\u00e1c \u0111i\u1ec3m benchmark HPC \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh cho c\u00e1c c\u00f4ng vi\u1ec7c trong v\u1eadt l\u00fd thi\u00ean v\u0103n, d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft v\u00e0 \u0111\u1ed9ng l\u1ef1c h\u1ecdc ph\u00e2n t\u1eed.\u00a0Ch\u00fang n\u1eb1m trong s\u1ed1 nhi\u1ec1u l\u0129nh v\u1ef1c k\u1ef9 thu\u1eadt, nh\u01b0 kh\u00e1m ph\u00e1 thu\u1ed1c, \u00e1p d\u1ee5ng AI \u0111\u1ec3 th\u00fac \u0111\u1ea9y khoa h\u1ecdc.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/11\/tgmc-blog-636dc5039c9f6.jpg\" alt=\"\" \/><br \/>\n<em>Trong c\u00e1c th\u1eed nghi\u1ec7m tr\u00ean to\u00e0n c\u1ea7u, GPU A100 d\u1eabn \u0111\u1ea7u v\u1ec1 c\u1ea3 t\u1ed1c \u0111\u1ed9 v\u00e0 th\u00f4ng l\u01b0\u1ee3ng \u0111\u00e0o t\u1ea1o.<\/em><\/p>\n<p>C\u00e1c trung t\u00e2m si\u00eau m\u00e1y t\u00ednh \u1edf Ch\u00e2u \u00c1, Ch\u00e2u \u00c2u v\u00e0 M\u1ef9 \u0111\u00e3 tham gia v\u00e0o v\u00f2ng ki\u1ec3m tra MLPerf HPC m\u1edbi nh\u1ea5t.\u00a0Trong l\u1ea7n ra m\u1eaft \u0111\u1ea7u ti\u00ean tr\u00ean \u0111i\u1ec3m chu\u1ea9n DeepCAM, Dell Technologies \u0111\u00e3 cho th\u1ea5y k\u1ebft qu\u1ea3 r\u1ea5t t\u1ed1t khi s\u1eed d\u1ee5ng GPU NVIDIA A100.<\/p>\n<h2>M\u1ed9t h\u1ec7 sinh th\u00e1i v\u00f4 song<\/h2>\n<p>Trong c\u00e1c benchmark \u0111\u00e0o t\u1ea1o AI d\u00e0nh cho doanh nghi\u1ec7p, c\u00f3 t\u1ed5ng c\u1ed9ng 11 c\u00f4ng ty, bao g\u1ed3m c\u1ea3\u00a0d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y Microsoft Azure, \u0111\u00e3 \u0111\u1ec7 tr\u00ecnh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng GPU NVIDIA A100, A30 v\u00e0 A40.\u00a0C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t h\u1ec7 th\u1ed1ng bao g\u1ed3m <a class=\"iblink\" href=\"\/asus\/\">ASUS<\/a>, Dell Technologies, Fujitsu, GIGABYTE, Hewlett Packard Enterprise, Lenovo v\u00e0 <a class=\"iblink\" href=\"\/supermicro\/\">Supermicro<\/a> \u0111\u00e3 s\u1eed d\u1ee5ng t\u1ed5ng c\u1ed9ng ch\u00edn\u00a0h\u1ec7 th\u1ed1ng \u0111\u1ea1t ch\u1ee9ng nh\u1eadn NVIDIA-Certified Systems cho c\u00e1c b\u00e0i \u0111\u1ec7 tr\u00ecnh c\u1ee7a h\u1ecd.<\/p>\n<p>Trong v\u00f2ng cu\u1ed1i c\u00f9ng, \u00edt nh\u1ea5t ba c\u00f4ng ty \u0111\u00e3 tham gia v\u1edbi NVIDIA \u0111\u1ec3 g\u1eedi k\u1ebft qu\u1ea3 v\u1ec1 t\u1ea5t c\u1ea3 t\u00e1m t\u1ea3i x\u1eed l\u00fd \u0111\u00e0o t\u1ea1o MLPerf.\u00a0T\u00ednh linh ho\u1ea1t \u0111\u00f3 r\u1ea5t quan tr\u1ecdng v\u00ec c\u00e1c \u1ee9ng d\u1ee5ng trong th\u1ebf gi\u1edbi th\u1ef1c th\u01b0\u1eddng y\u00eau c\u1ea7u m\u1ed9t b\u1ed9 m\u00f4 h\u00ecnh AI \u0111a d\u1ea1ng.<\/p>\n<p>C\u00e1c \u0111\u1ed1i t\u00e1c c\u1ee7a NVIDIA tham gia MLPerf v\u00ec h\u1ecd bi\u1ebft \u0111\u00f3 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 c\u00f3 gi\u00e1 tr\u1ecb \u0111\u1ec3 kh\u00e1ch h\u00e0ng \u0111\u00e1nh gi\u00e1 c\u00e1c n\u1ec1n t\u1ea3ng v\u00e0 nh\u00e0 cung c\u1ea5p AI.<\/p>\n<h2>C\u00e2u chuy\u1ec7n b\u00ean d\u01b0\u1edbi<\/h2>\n<p>N\u1ec1n t\u1ea3ng NVIDIA AI cung c\u1ea5p to\u00e0n b\u1ed9 th\u00e0nh ph\u1ea7n t\u1eeb chip \u0111\u1ebfn h\u1ec7 th\u1ed1ng, ph\u1ea7n m\u1ec1m v\u00e0 d\u1ecbch v\u1ee5.\u00a0\u0110i\u1ec1u \u0111\u00f3 cho ph\u00e9p c\u1ea3i ti\u1ebfn hi\u1ec7u su\u1ea5t li\u00ean t\u1ee5c theo th\u1eddi gian.<\/p>\n<p>V\u00ed d\u1ee5: c\u00e1c b\u00e0i \u0111\u1ec7 tr\u00ecnh trong c\u00e1c \u0111\u1ee3t test HPC m\u1edbi nh\u1ea5t \u0111\u00e3 \u00e1p d\u1ee5ng m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c k\u1ef9 thu\u1eadt v\u00e0 t\u1ed1i \u01b0u h\u00f3a ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 trong m\u1ed9t\u00a0b\u00e0i b\u00e1o k\u1ef9 thu\u1eadt\u00a0.\u00a0H\u1ecd c\u00f9ng nhau gi\u1ea3m th\u1eddi gian ch\u1ea1y tr\u00ean m\u1ed9t benchmark xu\u1ed1ng 5 l\u1ea7n, ch\u1ec9 c\u00f2n 22 ph\u00fat t\u1eeb m\u1ee9c 101 ph\u00fat tr\u01b0\u1edb \u0111\u00f3.<\/p>\n<p>M\u1ed9t b\u00e0i\u00a0b\u00e1o th\u1ee9 hai\u00a0m\u00f4 t\u1ea3 c\u00e1ch NVIDIA t\u1ed1i \u01b0u h\u00f3a n\u1ec1n t\u1ea3ng c\u1ee7a m\u00ecnh cho c\u00e1c \u0111i\u1ec3m benchmark AI d\u00e0nh cho doanh nghi\u1ec7p.\u00a0V\u00ed d\u1ee5: ch\u00fang t\u00f4i \u0111\u00e3 s\u1eed d\u1ee5ng\u00a0NVIDIA DALI\u00a0 \u0111\u1ec3 t\u1ea3i v\u00e0 ti\u1ec1n x\u1eed l\u00fd d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 cho benchmark <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a>.<\/p>\n<p>T\u1ea5t c\u1ea3 ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c b\u00e0i test \u0111\u1ec1u c\u00f3 s\u1eb5n t\u1eeb kho l\u01b0u tr\u1eef MLPerf, v\u00ec v\u1eady b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c nh\u1eefng k\u1ebft qu\u1ea3 \u0111\u1eb3ng c\u1ea5p th\u1ebf gi\u1edbi n\u00e0y.\u00a0NVIDIA li\u00ean t\u1ee5c \u0111\u01b0a c\u00e1c t\u1ed1i \u01b0u h\u00f3a n\u00e0y v\u00e0o c\u00e1c container c\u00f3 s\u1eb5n tr\u00ean\u00a0NGC, m\u1ed9t hub t\u1eadp trung ph\u1ea7n m\u1ec1m d\u00e0nh cho c\u00e1c \u1ee9ng d\u1ee5ng GPU.<\/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>Trong c&aacute;c b&agrave;i test c&#7911;a ti&ecirc;u chu&#7849;n ng&agrave;nh v&#7873; &#273;&agrave;o t&#7841;o AI, GPU NVIDIA H100 Tensor Core &#273;&atilde; l&#7853;p k&#7927; l&#7909;c th&#7871; gi&#7899;i v&#7873; t&#7843;i x&#7917; l&yacute; doanh nghi&#7879;p; V&agrave; v&#7899;i A100, &#273;&atilde; n&acirc;ng c&#7845;p &#273;&#7897; trong &#273;i&#7879;n to&aacute;n hi&#7879;u su&#7845;t cao. Hai th&aacute;ng sau&nbsp;l&#7847;n &#273;&#7847;u ti&ecirc;n &#273;&#432;a ra c&aacute;c &#273;i&#7875;m chu&#7849;n suy lu&#7853;n MLPerf&#8230;<\/p>\n","protected":false},"author":2,"featured_media":13927,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3],"tags":[701,751,750,907,1314],"class_list":["post-13926","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","tag-a100","tag-h100","tag-hopper","tag-mlperf","tag-nvidia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI - 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\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Trong c&aacute;c b&agrave;i test c&#7911;a ti&ecirc;u chu&#7849;n ng&agrave;nh v&#7873; &#273;&agrave;o t&#7841;o AI, GPU NVIDIA H100 Tensor Core &#273;&atilde; l&#7853;p k&#7927; l&#7909;c th&#7871; gi&#7899;i v&#7873; t&#7843;i x&#7917; l&yacute; doanh nghi&#7879;p; V&agrave; v&#7899;i A100, &#273;&atilde; n&acirc;ng c&#7845;p &#273;&#7897; trong &#273;i&#7879;n to&aacute;n hi&#7879;u su&#7845;t cao. Hai th&aacute;ng sau&nbsp;l&#7847;n &#273;&#7847;u ti&ecirc;n &#273;&#432;a ra c&aacute;c &#273;i&#7875;m chu&#7849;n suy lu&#7853;n MLPerf...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/11\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI\",\"datePublished\":\"2022-11-11T03:43:57+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/\"},\"wordCount\":1575,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/11\\\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg\",\"keywords\":[\"a100\",\"H100\",\"Hopper\",\"MLPerf\",\"NVIDIA\"],\"articleSection\":[\"AI - HPC\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/\",\"name\":\"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI - Blog | TheGioiMayChu\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/11\\\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg\",\"datePublished\":\"2022-11-11T03:43:57+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/#primaryimage\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/11\\\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg\",\"contentUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/11\\\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg\",\"width\":1280,\"height\":680},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Trang ch\u1ee7\",\"item\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI - HPC\",\"item\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/.\\\/ai-hpc\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/\",\"name\":\"Blog | TheGioiMayChu\",\"description\":\"C\u1eadp nh\u1eadt xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 m\u00e1y ch\u1ee7\",\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\",\"name\":\"Blog | TheGioiMayChu\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/cropped-ntcnlog-logo-2.png\",\"contentUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/cropped-ntcnlog-logo-2.png\",\"width\":500,\"height\":73,\"caption\":\"Blog | TheGioiMayChu\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/thegioimaychu\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\",\"name\":\"Vanito Hoang\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g\",\"caption\":\"Vanito Hoang\"},\"url\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/author\\\/vanito\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI - Blog | TheGioiMayChu","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/","twitter_card":"summary_large_image","twitter_title":"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI - Blog | TheGioiMayChu","twitter_description":"Trong c&aacute;c b&agrave;i test c&#7911;a ti&ecirc;u chu&#7849;n ng&agrave;nh v&#7873; &#273;&agrave;o t&#7841;o AI, GPU NVIDIA H100 Tensor Core &#273;&atilde; l&#7853;p k&#7927; l&#7909;c th&#7871; gi&#7899;i v&#7873; t&#7843;i x&#7917; l&yacute; doanh nghi&#7879;p; V&agrave; v&#7899;i A100, &#273;&atilde; n&acirc;ng c&#7845;p &#273;&#7897; trong &#273;i&#7879;n to&aacute;n hi&#7879;u su&#7845;t cao. Hai th&aacute;ng sau&nbsp;l&#7847;n &#273;&#7847;u ti&ecirc;n &#273;&#432;a ra c&aacute;c &#273;i&#7875;m chu&#7849;n suy lu&#7853;n MLPerf...","twitter_image":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/11\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg","twitter_misc":{"Written by":"Vanito Hoang","Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/#article","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/"},"author":{"name":"Vanito Hoang","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/person\/feccec179330cfebfaa805639a357d18"},"headline":"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI","datePublished":"2022-11-11T03:43:57+00:00","mainEntityOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/"},"wordCount":1575,"publisher":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#organization"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/11\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg","keywords":["a100","H100","Hopper","MLPerf","NVIDIA"],"articleSection":["AI - HPC"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/","url":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/","name":"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI - Blog | TheGioiMayChu","isPartOf":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/#primaryimage"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/#primaryimage"},"thumbnailUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/11\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg","datePublished":"2022-11-11T03:43:57+00:00","breadcrumb":{"@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/#primaryimage","url":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/11\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg","contentUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/11\/TheGioiMayChu-Blog-NVIDIA-MLPerf-H100.jpg","width":1280,"height":680},{"@type":"BreadcrumbList","@id":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/cac-gpu-tren-kien-truc-hopper-va-ampere-cua-nvidia-cong-bo-benchmark-vuot-troi-trong-dao-tao-ai-p13926\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Trang ch\u1ee7","item":"https:\/\/thegioimaychu.vn\/blog\/"},{"@type":"ListItem","position":2,"name":"AI - HPC","item":"https:\/\/thegioimaychu.vn\/blog\/.\/ai-hpc\/"},{"@type":"ListItem","position":3,"name":"C\u00e1c GPU tr\u00ean ki\u1ebfn tr\u00fac Hopper v\u00e0 Ampere c\u1ee7a NVIDIA c\u00f4ng b\u1ed1 benchmark v\u01b0\u1ee3t tr\u1ed9i trong \u0111\u00e0o t\u1ea1o AI"}]},{"@type":"WebSite","@id":"https:\/\/thegioimaychu.vn\/blog\/#website","url":"https:\/\/thegioimaychu.vn\/blog\/","name":"Blog | TheGioiMayChu","description":"C\u1eadp nh\u1eadt xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 m\u00e1y ch\u1ee7","publisher":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/thegioimaychu.vn\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/thegioimaychu.vn\/blog\/#organization","name":"Blog | TheGioiMayChu","url":"https:\/\/thegioimaychu.vn\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2018\/08\/cropped-ntcnlog-logo-2.png","contentUrl":"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2018\/08\/cropped-ntcnlog-logo-2.png","width":500,"height":73,"caption":"Blog | TheGioiMayChu"},"image":{"@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/thegioimaychu\/"]},{"@type":"Person","@id":"https:\/\/thegioimaychu.vn\/blog\/#\/schema\/person\/feccec179330cfebfaa805639a357d18","name":"Vanito Hoang","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e8187f37f72d74f9380a1367c8c530debee44f226a3301f0765c68f7cc1f3fa4?s=96&d=mm&r=g","caption":"Vanito Hoang"},"url":"https:\/\/thegioimaychu.vn\/blog\/author\/vanito\/"}]}},"_links":{"self":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts\/13926","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/comments?post=13926"}],"version-history":[{"count":1,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts\/13926\/revisions"}],"predecessor-version":[{"id":13928,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/posts\/13926\/revisions\/13928"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/media\/13927"}],"wp:attachment":[{"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/media?parent=13926"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/categories?post=13926"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thegioimaychu.vn\/blog\/wp-json\/wp\/v2\/tags?post=13926"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}