{"id":11274,"date":"2022-02-09T06:04:09","date_gmt":"2022-02-09T06:04:09","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=11274"},"modified":"2022-02-09T10:17:35","modified_gmt":"2022-02-09T10:17:35","slug":"tim-hieu-ve-gpu-nvidia-a100-voi-tinh-nang-multi-instance-gpu-mig","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tim-hieu-ve-gpu-nvidia-a100-voi-tinh-nang-multi-instance-gpu-mig-p11274\/","title":{"rendered":"T\u00ecm hi\u1ec3u v\u1ec1 GPU NVIDIA A100 v\u1edbi t\u00ednh n\u0103ng Multi-Instance GPU &#8211; MIG"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><h3>GPU NVIDIA A100 v\u1edbi Multi-Instance GPU &#8211; Mang \u0111\u1ebfn nhi\u1ec1u GPU h\u01a1n cho b\u1ea1n!<\/h3>\n<p>H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng b\u1ea1n \u0111ang \u0111\u1ee9ng \u1edf si\u00eau th\u1ecb v\u00e0 trong giai \u0111o\u1ea1n \u0111\u1ea7u c\u1ee7a \u0111\u1ea1i d\u1ecbch, ch\u1edd \u0111\u1ee3i \u1edf ph\u00eda sau m\u1ed9t h\u00e0ng d\u00e0i v\u1edbi m\u1ed9t xe \u0111\u1ea9y \u0111\u1ea7y h\u00e0ng nhu y\u1ebfu ph\u1ea9m ph\u1ea3i mua v\u00e0 ch\u1ec9 c\u00f3 m\u1ed9t nh\u00e2n vi\u00ean thu ng\u00e2n.\u00a0B\u1ea1n \u0111\u1ee9ng im l\u1eb7ng trong khi m\u1ed9t s\u1ed1 kh\u00e1c th\u00ec c\u00e0u nh\u00e0u, c\u00f3 ng\u01b0\u1eddi b\u00e0n t\u00e1n v\u1ec1 nh\u1eefng v\u1ea5n \u0111\u1ec1 nh\u1ecf nh\u1eb7t, \u01b0\u1edbc g\u00ec h\u1ecd c\u00f3 th\u00eam nh\u00e2n vi\u00ean thu ng\u00e2n \u0111\u1ec3 x\u1eed l\u00fd. Gi\u1edd h\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng c\u00f3 nhi\u1ec1u qu\u1ea7y thu ng\u00e2n v\u00e0 qu\u1ea7y t\u1ef1 thanh to\u00e1n ho\u1ea1t \u0111\u1ed9ng c\u00f9ng l\u00fac&#8230; N\u00f3i \u0111\u1ebfn \u0111i\u1ec1u ch\u1eafc b\u1ea1n \u0111\u00e3 \u0111\u1ee7 hi\u1ec3u v\u1ea5n \u0111\u1ec1 r\u1ed3i ph\u1ea3i kh\u00f4ng?<\/p>\n<p>\u0110\u00f3 l\u00e0 c\u1ed1t l\u00f5i c\u1ee7a MIG (<a class=\"iblink\" href=\"\/blog\/tong-hop\/mig-multi-instance-gpu-la-gi-p5634\/\">Multi-Instance GPU<\/a>) v\u00e0 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf trong ki\u1ebfn \u200b\u200btr\u00fac NVIDIA Ampere.<\/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<h3>MIG l\u00e0 g\u00ec?<\/h3>\n<p><a class=\"iblink\" href=\"\/blog\/tong-hop\/mig-multi-instance-gpu-la-gi-p5634\/\">Multi-Instance GPU<\/a> (MIG) m\u1edf r\u1ed9ng hi\u1ec7u su\u1ea5t v\u00e0 gi\u00e1 tr\u1ecb c\u1ee7a t\u1eebng\u00a0GPU NVIDIA A100 Tensor Core.\u00a0MIG c\u00f3 th\u1ec3 ph\u00e2n chia m\u1ed9t GPU NVIDIA A100 duy nh\u1ea5t th\u00e0nh b\u1ea3y GPU \u1ea3o, m\u1ed7i GPU \u1ea3o \u0111\u01b0\u1ee3c c\u00f4 l\u1eadp ho\u00e0n to\u00e0n v\u1edbi b\u1ed9 nh\u1edb b\u0103ng th\u00f4ng cao, b\u1ed9 nh\u1edb cache v\u00e0 multiprocessors c\u1ee7a ri\u00eang ch\u00fang.\u00a0\u0110i\u1ec1u \u0111\u00f3 cho ph\u00e9p GPU A100 cung c\u1ea5p kh\u1ea3 n\u0103ng quality-of-service (QoS) \u0111\u1ea3m b\u1ea3o cho m\u1ecdi c\u00f4ng vi\u1ec7c, t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng v\u00e0 m\u1edf r\u1ed9ng ph\u1ea1m vi ti\u1ebfp c\u1eadn c\u1ee7a c\u00e1c t\u00e0i nguy\u00ean x\u1eed l\u00fd \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c cho m\u1ecdi user v\u1edbi m\u1ee9c s\u1eed d\u1ee5ng cao h\u01a1n g\u1ea5p 7 l\u1ea7n so v\u1edbi c\u00e1c GPU tr\u01b0\u1edbc \u0111\u00e2y.<\/p>\n<p><a href=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/05\/tgmc-blog-60ab75a271d6a.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-9376\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/05\/tgmc-blog-60ab75a271d6a.jpg\" alt=\"\" width=\"630\" height=\"354\" srcset=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/05\/tgmc-blog-60ab75a271d6a.jpg 630w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/05\/tgmc-blog-60ab75a271d6a-300x169.jpg 300w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/05\/tgmc-blog-60ab75a271d6a-40x22.jpg 40w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><\/a><\/p>\n<p>A100 \u1edf ch\u1ebf \u0111\u1ed9 MIG cung c\u1ea5p s\u1ef1 linh ho\u1ea1t \u0111\u1ec3 ch\u1ecdn nhi\u1ec1u k\u00edch th\u01b0\u1edbc GPU \u1ea3o kh\u00e1c nhau.\u00a0N\u00f3 c\u00f3 th\u1ec3 ch\u1ea1y v\u1edbi b\u1ea5t k\u1ef3 s\u1ef1 k\u1ebft h\u1ee3p n\u00e0o c\u1ee7a t\u1ed1i \u0111a b\u1ea3y t\u1ea3i c\u00f4ng vi\u1ec7c HPC ho\u1eb7c AI c\u00f3 k\u00edch th\u01b0\u1edbc kh\u00e1c nhau, cung c\u1ea5p GPU \u1ea3o c\u00f3 k\u00edch th\u01b0\u1edbc ph\u00f9 h\u1ee3p cho m\u1ed7i t\u1ea3i c\u00f4ng vi\u1ec7c.\u00a0\u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 l\u1ee3i cho c\u00e1c t\u1ea3i c\u00f4ng vi\u1ec7c kh\u00f4ng s\u1eed d\u1ee5ng h\u1ebft ho\u00e0n to\u00e0n kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u1ee7a GPU, v\u00ec v\u1eady b\u1ea1n c\u00f3 th\u1ec3 mu\u1ed1n ch\u1ea1y c\u00e1c t\u1ea3i c\u00f4ng vi\u1ec7c kh\u00e1c nhau song song \u0111\u1ec3 t\u1ed1i \u0111a h\u00f3a m\u1ee9c s\u1eed d\u1ee5ng.<\/p>\n<p>V\u00ed d\u1ee5: ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 t\u1ea1o ba \u0111\u01a1n v\u1ecb GPU \u1ea3o MIG v\u1edbi 10 gigabyte (GB) b\u1ed9 nh\u1edb m\u1ed7i \u0111\u01a1n v\u1ecb, hai c\u00e1i v\u1edbi 20GB ho\u1eb7c b\u1ea3y c\u00e1i v\u1edbi 5GB.\u00a0V\u1edbi MIG, ng\u01b0\u1eddi d\u00f9ng t\u1ea1o ra s\u1ef1 k\u1ebft h\u1ee3p ph\u00f9 h\u1ee3p v\u1edbi t\u1ea3i c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd.<\/p>\n<h3>GPU Instance so v\u1edbi Compute Instance<\/h3>\n<p>Khi b\u1ea1n ngh\u0129 v\u1ec1 c\u00e1c GPU \u1ea3o \/ GPU Instance, h\u00e3y ngh\u0129 ch\u00fang gi\u1ed1ng nh\u01b0 vi\u1ec7c c\u1eaft m\u1ed9t GPU l\u1edbn th\u00e0nh nhi\u1ec1u GPU nh\u1ecf h\u01a1n kh\u00e1c nhau, v\u1edbi m\u1ed7i GPU \u1ea3o c\u00f3 ph\u00e2n t\u00e1ch m\u1ee9c hardware, c\u00f9ng c\u00e1c t\u00e0i nguy\u00ean b\u1ed9 nh\u1edb v\u00e0 x\u1eed l\u00fd chuy\u00ean d\u1ee5ng.\u00a0T\u1ea5t c\u1ea3 \u0111\u01b0\u1ee3c c\u00f4 l\u1eadp v\u00e0 b\u1ea3o v\u1ec7 kh\u1ecfi \u1ea3nh h\u01b0\u1edfng c\u1ee7a l\u1ed7i l\u1eabn nhau (do c\u00e1c GPU \u1ea3o kh\u00e1c g\u00e2y ra).\u00a0Ho\u1eb7c, h\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng to\u00e0n b\u1ed9 GPU nh\u01b0 m\u1ed9t GPU \u1ea3o, c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chia th\u00e0nh t\u1ed1i \u0111a b\u1ea3y \u0111\u01a1n v\u1ecb GPU v\u1edbi MIG.<\/p>\n<p>\u1ede g\u00f3c \u0111\u1ed9 kh\u00e1c, m\u1ed9t Compute Instance c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh c\u00e1c m\u1ee9c hi\u1ec7u n\u0103ng x\u1eed l\u00fd kh\u00e1c nhau trong m\u1ed9t GPU \u1ea3o.\u00a0M\u1ed9t GPU \u1ea3o ti\u1ebfp t\u1ee5c c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chia th\u00e0nh nhi\u1ec1u Compute Instance nh\u1ecf h\u01a1n \u0111\u1ec3 t\u00e1ch bi\u1ec7t h\u01a1n n\u1eefa c\u00e1c t\u00e0i nguy\u00ean x\u1eed l\u00fd c\u1ee7a n\u00f3.<\/p>\n<h3>MIG Partitioning v\u00e0 GPU Instance profiles<\/h3>\n<p>MIG kh\u00f4ng cho ph\u00e9p t\u1ea1o c\u00e1c GPU \u1ea3o v\u1edbi s\u1ed1 l\u01b0\u1ee3ng t\u00f9y \u00fd.\u00a0Thay v\u00e0o \u0111\u00f3, n\u00f3 cung c\u1ea5p m\u1ed9t s\u1ed1 thi\u1ebft l\u1eadp GPU \u1ea3o c\u1ed1 \u0111\u1ecbnh (profiles) \u0111\u1ec3 b\u1ea1n l\u1ef1a ch\u1ecdn.\u00a0Tr\u00ean m\u1ed9t GPU nh\u1ea5t \u0111\u1ecbnh, b\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o nhi\u1ec1u GPU \u1ea3o t\u1eeb s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00e1c profiles n\u00e0y v\u1edbi kh\u1ea3 n\u0103ng c\u00f2n l\u1ea1i c\u1ee7a c\u00e1c \u0111\u01a1n v\u1ecb GPU.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/02\/tgmc-blog-620321249cce8.png\" alt=\"NVIDIA Multi-Instance GPU User Guide :: NVIDIA Tesla Documentation\" \/><\/p>\n<h3>\u0110\u01b0\u1ee3c x\u00e2y d\u1ef1ng cho nh\u00e0 ph\u00e1t tri\u1ec3n<\/h3>\n<p>C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n s\u1ebd kh\u00f4ng ph\u1ea3i thay \u0111\u1ed5i CUDA programming model c\u1ee7a m\u00ecnh \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng l\u1ee3i \u00edch c\u1ee7a MIG.\u00a0\u0110\u1ed1i v\u1edbi AI v\u00e0 HPC, MIG ho\u1ea1t \u0111\u1ed9ng v\u1edbi c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh Linux hi\u1ec7n c\u00f3 c\u0169ng nh\u01b0 Kubernetes v\u00e0 container.\u00a0MIG cho ph\u00e9p m\u1ed9t lo\u1ea1t c\u00e1c t\u1ea3i c\u00f4ng vi\u1ec7c \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c b\u1edfi AI m\u1edbi ch\u1ea1y tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng Red Hat, t\u1eeb Cloud cho \u0111\u1ebfn Edge.<\/p>\n<p>MIG \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t b\u1eb1ng ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c cung c\u1ea5p cho NVIDIA A100.\u00a0N\u00f3 bao g\u1ed3m GPU driver, ph\u1ea7n m\u1ec1m CUDA 11 c\u1ee7a NVIDIA, NVIDIA container runtime \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt v\u00e0 lo\u1ea1i t\u00e0i nguy\u00ean m\u1edbi trong Kubernetes th\u00f4ng qua NVIDIA Device Plugin.\u00a0V\u1edbi NVIDIA A100 v\u00e0 ph\u1ea7n m\u1ec1m c\u1ee7a n\u00f3, c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n s\u1ebd c\u00f3 th\u1ec3 xem v\u00e0 l\u00ean l\u1ecbch c\u00e1c jobs tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c GPU \u1ea3o nh\u01b0 th\u1ec3 ch\u00fang l\u00e0 c\u00e1c GPU v\u1eadt l\u00fd.<\/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 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H&atilde;y t&#432;&#7903;ng t&#432;&#7907;ng b&#7841;n &#273;ang &#273;&#7913;ng &#7903; si&ecirc;u th&#7883; v&agrave; trong giai &#273;o&#7841;n &#273;&#7847;u c&#7911;a &#273;&#7841;i d&#7883;ch, ch&#7901; &#273;&#7907;i &#7903; ph&iacute;a sau m&#7897;t h&agrave;ng d&agrave;i v&#7899;i m&#7897;t xe &#273;&#7849;y &#273;&#7847;y h&agrave;ng nhu y&#7871;u ph&#7849;m ph&#7843;i mua v&agrave; ch&#7881; c&oacute; m&#7897;t nh&acirc;n&#8230;<\/p>\n","protected":false},"author":2,"featured_media":11277,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,162,44],"tags":[701,671,74,1314],"class_list":["post-11274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-giai-phap","category-product","tag-a100","tag-gpu","tag-hpc","tag-nvidia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>T\u00ecm hi\u1ec3u v\u1ec1 GPU NVIDIA A100 v\u1edbi t\u00ednh n\u0103ng Multi-Instance GPU - MIG - 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\/tim-hieu-ve-gpu-nvidia-a100-voi-tinh-nang-multi-instance-gpu-mig-p11274\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"T\u00ecm hi\u1ec3u v\u1ec1 GPU NVIDIA A100 v\u1edbi t\u00ednh n\u0103ng Multi-Instance GPU - MIG - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"GPU NVIDIA A100 v&#7899;i Multi-Instance GPU &ndash; Mang &#273;&#7871;n nhi&#7873;u GPU h&#417;n cho b&#7841;n! 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