{"id":79,"date":"2018-09-05T16:33:19","date_gmt":"2018-09-05T16:33:19","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=79"},"modified":"2018-09-05T16:33:19","modified_gmt":"2018-09-05T16:33:19","slug":"ai-so-voi-con-nguoi-buoc-tien-moi-trong-phan-cong-lao-dong","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/ai-so-voi-con-nguoi-buoc-tien-moi-trong-phan-cong-lao-dong-p79\/","title":{"rendered":"AI so v\u1edbi Con ng\u01b0\u1eddi: B\u01b0\u1edbc ti\u1ebfn m\u1edbi trong ph\u00e2n c\u00f4ng lao \u0111\u1ed9ng"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>B\u1ea5t c\u1ee9 s\u1ef1 chuy\u1ec3n d\u1ecbch n\u00e0o c\u0169ng \u0111em \u0111\u1ebfn nh\u1eefng \u0111\u00e1nh \u0111\u1ed5i, nh\u01b0ng ti\u1ec1m n\u0103ng c\u1ee7a <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) trong \u0111\u1ed5i m\u1edbi v\u00e0 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh m\u1edf ra m\u1ed9t t\u01b0\u01a1ng lai v\u1edbi nh\u1eefng quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c h\u01a1n, \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng m\u00e1y m\u00f3c ch\u1ee9 kh\u00f4ng ph\u1ea3i b\u1edfi con ng\u01b0\u1eddi. \u0110\u00f3 l\u00e0 nh\u1eefng g\u00ec Pradeep Dubey, gi\u00e1m \u0111\u1ed1c trung t\u00e2m nghi\u00ean c\u1ee9u X\u1eed l\u00fd song song t\u1ea1i Intel, \u0111\u00e3 n\u00f3i v\u1edbi kh\u00e1ch tham d\u1ef1 \u1edf bu\u1ed5i n\u00f3i chuy\u1ec7n t\u1ea1i h\u1ed9i ngh\u1ecb PEARC18 di\u1ec5n ra \u1edf Pittsburgh, Pa., ng\u00e0y 25 th\u00e1ng 7 v\u1eeba qua.<\/p>\n<p>\u201cCon ng\u01b0\u1eddi v\u00e0 m\u00e1y m\u00f3c \u0111\u00e3 t\u1eebng c\u00f3 s\u1ef1 ph\u00e2n chia lao \u0111\u1ed9ng r\u1ea5t h\u1ee3p l\u00fd\u201d, Dubey n\u00f3i. \u201cCon ng\u01b0\u1eddi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh; C\u00f2n m\u00e1y m\u00f3c th\u00ec thao t\u00e1c s\u1ed1 li\u1ec7u,&#8230;\u00a0 Nh\u01b0ng th\u1ef1c ra con ng\u01b0\u1eddi l\u1ea1i r\u1ea5t t\u1ec7 trong vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh. \u201d<\/p>\n<p>H\u1ed9i th\u1ea3o h\u00e0ng n\u0103m v\u1ec1 Th\u1ef1c h\u00e0nh v\u00e0 Tr\u1ea3i nghi\u1ec7m Nghi\u00ean c\u1ee9u b\u1eb1ng M\u00e1y t\u00ednh N\u00e2ng cao (Practice and Experience in Advanced Research Computing, PEARC) &#8211; v\u1edbi ch\u1ee7 \u0111\u1ec1 s\u00e1ng t\u1ea1o li\u1ec1n m\u1ea1ch &#8211; nh\u1ea5n m\u1ea1nh c\u00e1c m\u1ee5c ti\u00eau ch\u00ednh cho nh\u1eefng ng\u01b0\u1eddi qu\u1ea3n l\u00fd, ph\u00e1t tri\u1ec3n v\u00e0 s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p nghi\u00ean c\u1ee9u b\u1eb1ng m\u00e1y t\u00ednh n\u00e2ng cao tr\u00ean kh\u1eafp n\u01b0\u1edbc M\u1ef9 v\u00e0 th\u1ebf gi\u1edbi. Ch\u01b0\u01a1ng tr\u00ecnh n\u0103m nay cung c\u1ea5p c\u00e1c h\u01b0\u1edbng d\u1eabn, h\u1ed9i ngh\u1ecb di\u1ec7n r\u1ed9ng, c\u00e1c cu\u1ed9c h\u1ed9i th\u1ea3o, truy\u1ec1n th\u00f4ng t\u1ea1i ch\u1ed7 v\u00e0 bu\u1ed5i gi\u1edbi thi\u1ec7u tr\u1ef1c quan.<\/p>\n<p>B\u01b0\u1edbc ti\u1ebfn m\u1edbi trong h\u1ec7 th\u1ed1ng ph\u00e2n c\u1ea5p ra quy\u1ebft \u0111\u1ecbnh hi\u1ec7n t\u1ea1i &#8211; v\u00e0 s\u1ef1 ph\u00e2n c\u00f4ng lao \u0111\u1ed9ng &#8211; gi\u1eefa b\u1ed9 n\u00e3o con ng\u01b0\u1eddi v\u00e0 m\u00e1y t\u00ednh, \u0111\u01b0\u1ee3c x\u00e1c nh\u1eadn r\u00f5 n\u00e9t b\u1edfi nh\u1eefng ti\u1ebfn b\u1ed9 trong nghi\u00ean c\u1ee9u <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a>, \u0111\u00e3 t\u1ea1o ra nh\u1eefng lu\u1ed3ng quan \u0111i\u1ec3m kh\u00e1c nhau trong c\u00f4ng ch\u00fang. Nh\u01b0ng c\u00f3 l\u1ebd chuy\u1ec7n n\u00e0y kh\u00f4ng \u0111\u00e1ng ph\u1ea3i x\u1ea3y ra, Dubey l\u1eadp lu\u1eadn.<\/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>\u201cH\u1ea7u h\u1ebft c\u00e1c s\u1ef1 c\u1ed1 trong y khoa l\u00e0 do l\u1ed7i c\u1ee7a con ng\u01b0\u1eddi; H\u1ea7u h\u1ebft c\u00e1c tai n\u1ea1n giao th\u00f4ng c\u0169ng l\u00e0 l\u1ed7i c\u1ee7a con ng\u01b0\u1eddi\u201d, \u00f4ng n\u00f3i. &#8220;Con ng\u01b0\u1eddi [\u0111\u00e3] l\u00e0m nh\u1eefng vi\u1ec7c n\u00e0y qu\u00e1 l\u00e2u r\u1ed3i.&#8221;<\/p>\n<p>Dubey nh\u1eadn \u0111\u1ecbnh r\u1eb1ng s\u1ee9c m\u1ea1nh c\u1ee7a h\u1ecdc s\u00e2u &#8211; <a class=\"iblink\" href=\"\/blog\/tag\/deep-learning\/\">deep learning<\/a> &#8211; \u0111em \u0111\u1ebfn m\u1ed9t t\u01b0\u01a1ng lai m\u00e0 \u1edf \u0111\u00f3 c\u00e1c c\u00e2u tr\u1ea3 l\u1eddi \u0111\u01b0\u1ee3c m\u1ed5 x\u1ebb, &#8220;reverse engineer&#8221; t\u1eeb d\u1eef li\u1ec7u thay v\u00ec \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1eb1ng c\u00e1ch ki\u1ec3m tra c\u00e1c gi\u1ea3 thuy\u1ebft v\u1edbi d\u1eef li\u1ec7u, v\u1ec1 c\u01a1 b\u1ea3n n\u00f3 \u0111\u00e3 t\u00e1ch con ng\u01b0\u1eddi ra kh\u1ecfi chu tr\u00ecnh ph\u00e2n t\u00edch.<\/p>\n<p>&#8220;Ch\u00fang ta c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi th\u00f4ng qua vi\u1ec7c\u00a0c\u00f4ng ph\u00e1, brute force, d\u1eef li\u1ec7u&#8221;, \u00f4ng n\u00f3i. &#8220;Ch\u00fang ta kh\u00f4ng c\u1ea7n ph\u1ea3i ch\u1edd \u0111\u1ee3i m\u1ed9t Newton sinh ra sau m\u1ed7i 100 n\u0103m.&#8221;<\/p>\n<p>H\u00f4m nay, Dubey cho bi\u1ebft, l\u0129nh v\u1ef1c AI \u0111\u00e3 b\u1eaft \u0111\u1ea7u th\u00e0nh c\u00f4ng trong vi\u1ec7c h\u1ecdc t\u1eadp theo t\u1eebng nhi\u1ec7m v\u1ee5 &#8211; m\u1ed9t m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ed9t thu\u1eadt to\u00e1n gi\u1ea3i quy\u1ebft m\u1ed9t v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3, \u0111\u01b0\u1ee3c khai th\u00e1c t\u1eeb m\u1ed9t t\u1eadp d\u1eef li\u1ec7u h\u1ecdc m\u00e1y. Nh\u01b0ng n\u00f3 kh\u00f4ng th\u1ec3 kh\u00e1i qu\u00e1t h\u00f3a c\u00e1c v\u1ea5n \u0111\u1ec1 kh\u00e1c, v\u00e0 ch\u01b0a c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 th\u00edch \u1ee9ng nh\u01b0 m\u1ed9t con ng\u01b0\u1eddi. M\u1ed9t h\u1ea1n ch\u1ebf kh\u00e1c \u0111\u01b0\u1ee3c \u0111\u1eb7t ra b\u1edfi d\u1eef li\u1ec7u \u0111\u00e3 h\u1ecdc &#8211; nh\u1eefng sai bi\u1ec7t nh\u1ecf gi\u1eefa d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a thu\u1eadt to\u00e1n v\u1edbi th\u1ebf gi\u1edbi th\u1ef1c c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c l\u1ed7i l\u1edbn \u1edf \u0111\u1ea7u ra &#8211; output. \u00c1p d\u1ee5ng m\u1ed9t thu\u1eadt to\u00e1n t\u1eeb m\u1ed9t v\u1ea5n \u0111\u1ec1 n\u00e0o \u0111\u00f3 cho ngay c\u1ea3 \u0111\u1ed1i v\u1edbi m\u1ed9t v\u1ea5n \u0111\u1ec1 c\u00f3 li\u00ean quan ch\u1eb7t ch\u1ebd nh\u01b0ng kh\u00e1c nhau, ch\u1ec9 l\u00e0m t\u0103ng th\u00eam s\u1ef1 sai bi\u1ec7t.<\/p>\n<p>&#8220;L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 b\u1ea1n kh\u00e1i qu\u00e1t t\u1eeb \u0111\u00f3?&#8221;, \u00f4ng n\u00f3i. &#8220;\u0110\u00f3 l\u00e0 chi\u1ebfc Ch\u00e9n Th\u00e1nh ti\u1ebfp theo.&#8221;<\/p>\n<p>Dubey \u0111\u00e3 xem x\u00e9t c\u00f4ng vi\u1ec7c c\u1ee7a Intel Labs v\u1ec1 khoa h\u1ecdc th\u1ea7n kinh, thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng cho vi\u1ec7c h\u1ecdc v\u00e0 ra quy\u1ebft \u0111\u1ecbnh, v\u00e0 ph\u00e1t tri\u1ec3n m\u1ed9t pipeline end-to-end t\u1eeb d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p cho c\u00e1c v\u1ea5n \u0111\u1ec1 m\u1edbi.<\/p>\n<p>Tri\u1ec3n khai m\u00f4 h\u00ecnh th\u00e2m nh\u1eadp, trong \u0111\u00f3 c\u00e1c feedback li\u00ean t\u1ee5c &#8220;d\u1ea1y&#8221; l\u1ea1i thu\u1eadt to\u00e1n, l\u00e0 tr\u1ecdng t\u00e2m ch\u00ednh. Ki\u1ebfn \u200b\u200btr\u00fac \u0111i\u1ec7n to\u00e1n, bao g\u1ed3m vi\u1ec7c s\u1eed d\u1ee5ng \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed c\u00f3 th\u1ec3 cho ph\u00e9p m\u1edf r\u1ed9ng quy m\u00f4 t\u1ed1t h\u01a1n so v\u1edbi ki\u1ebfn \u200b\u200btr\u00fac von Neumann c\u1ed5 \u0111i\u1ec3n.<\/p>\n<p>V\u1ec1 m\u1eb7t l\u00fd thuy\u1ebft, Dubey n\u00f3i, \u201cch\u00fang ta c\u00f3 th\u1ec3 m\u00e3 h\u00f3a [h\u1ecdc s\u00e2u] trong m\u1ed9t m\u00e1y l\u01b0\u1ee3ng t\u1eed trong m\u1ed9t l\u1ea7n duy nh\u1ea5t\u201d, v\u1edbi t\u1ea5t c\u1ea3 c\u00e1c l\u1edbp c\u1ee7a qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp ch\u1ed3ng l\u00ean m\u1ed9t d\u1ea1ng s\u00f3ng l\u01b0\u1ee3ng t\u1eed. V\u1ea5n \u0111\u1ec1 c\u01a1 b\u1ea3n, \u00f4ng l\u1eadp lu\u1eadn, l\u00e0 hi\u1ec7n t\u01b0\u1ee3ng l\u01b0\u1ee3ng t\u1eed l\u00e0 hi\u1ec7n t\u01b0\u1ee3ng tuy\u1ebfn t\u00ednh, trong khi c\u00e1c l\u1edbp trong m\u1ea1ng h\u1ecdc t\u1eadp s\u00e2u \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i b\u1edfi c\u00e1c m\u1ed1i quan h\u1ec7 phi tuy\u1ebfn t\u00ednh. \u201cN\u1ebfu kh\u00f4ng, n\u00f3 c\u00f3 th\u1ec3 s\u1ee5p \u0111\u1ed5 t\u1ea1o th\u00e0nh m\u1ed9t l\u1edbp duy nh\u1ea5t.\u201d<\/p>\n<p>M\u1ed9t tr\u1ecdng t\u00e2m kh\u00e1c c\u1ee7a Intel, \u00f4ng n\u00f3i, \u0111\u00f3 l\u00e0 &#8220;hack chip&#8221; n\u00e3o b\u1ed9 b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng qu\u00e9t n\u00e3o fMRI scanner. Tuy nhi\u00ean, m\u1ed9t c\u00e1ch kh\u00e1c l\u00e0 l\u1ea5y c\u00e1c h\u1eb1ng s\u1ed1 v\u1eadt l\u00fd tr\u1ef1c ti\u1ebfp t\u1eeb d\u1eef li\u1ec7u thay v\u00ec t\u1eeb v\u00f2ng l\u1eb7p gi\u1ea3 thuy\u1ebft \/ th\u1eed nghi\u1ec7m c\u1ed5 \u0111i\u1ec3n. T\u1ea1i h\u1ed9i ngh\u1ecb SC18 HPC \u1edf Dallas v\u00e0o th\u00e1ng 11, \u00f4ng n\u00f3i th\u00eam, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u1ee7a Intel Labs s\u1ebd tr\u00ecnh b\u00e0y c\u00e1c d\u1eabn xu\u1ea5t c\u1ee7a h\u1eb1ng s\u1ed1 v\u0169 tr\u1ee5 tr\u1ef1c ti\u1ebfp t\u1eeb c\u00e1c m\u00f4 ph\u1ecfng &#8211; bao g\u1ed3m \u0111o \u0111\u1ed9 cong c\u1ee7a v\u0169 tr\u1ee5 ch\u00ednh x\u00e1c h\u01a1n n\u0103m l\u1ea7n so v\u1edbi c\u00e1c k\u1ebft qu\u1ea3 t\u1eeb th\u1eed nghi\u1ec7m khoa h\u1ecdc.<\/p>\n<p>M\u1ed9t v\u1ea5n \u0111\u1ec1 r\u1ea5t kh\u00f3 \u0111\u1ed1i v\u1edbi AI s\u1ebd l\u00e0 t\u1ea1o m\u00e3, c\u0169ng \u0111ang \u0111\u01b0\u1ee3c nghi\u00ean c\u1ee9u t\u1ea1i Intel &#8211; &#8220;s\u1eed d\u1ee5ng AI \u0111\u1ec3 ph\u00e1t tri\u1ec3n AI&#8221;. AI l\u00e0 s\u1ee9c h\u00fat trong l\u0129nh v\u1ef1c n\u00e0y b\u1edfi v\u00ec h\u1ec7 th\u1ed1ng AI l\u00e0m vi\u1ec7c t\u1eeb c\u00e1c ti\u00eau chu\u1ea9n ho\u1eb7c quy \u01b0\u1edbc kh\u00e1c nhau s\u1ebd kh\u00f4ng c\u1ea7n ph\u1ea3i n\u00f3i v\u1ec1 n\u00f3 &#8211; thu\u1eadt to\u00e1n c\u1ee7a n\u00f3 s\u1ebd \u0111i\u1ec1u ch\u1ec9nh.<\/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=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20284\">H\u01b0\u1edbng d\u1eabn l\u1ef1a ch\u1ecdn GPU ph\u00f9 h\u1ee3p cho AI, Machine Learning<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21466\">5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21557\">SLM v\u00e0 AI t\u1ea1i bi\u00ean: B\u00ecnh minh c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi hay ch\u1ec9 l\u00e0 c\u01a1n s\u1ed1t nh\u1ea5t th\u1eddi?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>B&#7845;t c&#7913; s&#7921; chuy&#7875;n d&#7883;ch n&agrave;o c&#361;ng &#273;em &#273;&#7871;n nh&#7919;ng &#273;&aacute;nh &#273;&#7893;i, nh&#432;ng ti&#7873;m n&#259;ng c&#7911;a tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI) trong &#273;&#7893;i m&#7899;i v&agrave; vi&#7879;c ra quy&#7871;t &#273;&#7883;nh m&#7903; ra m&#7897;t t&#432;&#417;ng lai v&#7899;i nh&#7919;ng quy&#7871;t &#273;&#7883;nh ch&iacute;nh x&aacute;c h&#417;n, &#273;&#432;&#7907;c th&#7921;c hi&#7879;n b&#7857;ng m&aacute;y m&oacute;c ch&#7913; kh&ocirc;ng ph&#7843;i b&#7903;i con ng&#432;&#7901;i. &#272;&oacute; l&agrave;&#8230;<\/p>\n","protected":false},"author":2,"featured_media":81,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,12],"class_list":["post-79","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-deep-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - 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