{"id":4533,"date":"2020-02-27T07:51:58","date_gmt":"2020-02-27T07:51:58","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=4533"},"modified":"2020-02-28T09:08:25","modified_gmt":"2020-02-28T09:08:25","slug":"huong-dan-cai-dat-tensowflow-tren-windows","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/huong-dan-cai-dat-tensowflow-tren-windows-p4533\/","title":{"rendered":"H\u01b0\u1edbng d\u1eabn c\u00e0i \u0111\u1eb7t TensowFlow tr\u00ean Windows"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>TensorFlow\u00a0la\u0300 c\u00f4ng cu\u0323 x\u01b0\u0309 ly\u0301 tri\u0301 tu\u00ea\u0323 nh\u00e2n ta\u0323o, du\u0300ng trong machine learning ( ma\u0301y ho\u0323c ), du\u0300ng trong vi\u00ea\u0323c ho\u0323c va\u0300 la\u0300m vi\u00ea\u0323c v\u01a1\u0301i <a class=\"iblink\" href=\"\/blog\/tag\/deep-learning\/\">deep learning<\/a> va\u0300 la\u0300 c\u00f4ng cu\u0323 \u0111\u01b0\u01a1\u0323c Google pha\u0301t tri\u00ea\u0309n, va\u0300 hoa\u0300n toa\u0300n mi\u00ea\u0303n phi\u0301 \u0111\u00ea\u0309 x\u00e2y d\u01b0\u0323ng model cho Machine Learning,\u00a0 vi\u00ea\u0323c l\u00e2\u0323p tri\u0300nh chu\u0309 y\u00ea\u0301u du\u0300ng ng\u00f4n ng\u01b0\u0303 Pyphon.<\/p>\n<p>Sau\u00a0\u0111\u00e2y la\u0300 ca\u0301c b\u01b0\u01a1\u0301c ca\u0300i \u0111\u0103\u0323c TensorFlow tr\u00ean ma\u0301y ti\u0301nh du\u0300ng h\u00ea\u0323 \u0111i\u00ea\u0300u ha\u0300nh Window:<\/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>B\u01b0\u01a1\u0301c 1: \u0111\u00e2\u0300u ti\u00ean ba\u0323n va\u0300o\u00a0trang chu\u0309 chi\u0301nh go\u0303 url\u00a0cu\u0309a TensorFlow nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e577520af279.png\" alt=\"\" \/><\/p>\n<p>Ca\u0301c ba\u0323n click va\u0300o\u00a0<strong>Get started<\/strong>, sau \u0111o\u0301 click va\u0300o menu tra\u0301i mu\u0323c\u00a0<strong>Download and Setup<\/strong>\u00a0nh\u01b0 hi\u0300nh tr\u00ean, ma\u0300n hi\u0300nh na\u0300y se\u0303 h\u01b0\u01a1\u0301ng d\u00e2\u0303n ca\u0301ch ca\u0300i \u0111\u0103\u0323t TensorFlow tr\u00ean m\u00f4i tr\u01b0\u01a1\u0300ng Window, Linux va\u0300 MaxOS. \u01a1\u0309 \u0111\u00e2y t\u00f4i tri\u0300nh ba\u0300y ca\u0300i \u0111\u0103\u0323t tr\u00ean Window.<\/p>\n<p>Ti\u00ea\u0301p theo ba\u0323n click va\u0300o ma\u0300n hi\u0300nh menu b\u00ean pha\u0309i cho\u0323n mu\u0323c nh\u01b0 hi\u0300nh \u0111\u00ea\u0309 ca\u0300i TensorFlow tr\u00ean Window:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e57752143b69.png\" alt=\"\" \/><\/p>\n<p>\u0110\u00ea\u0309 b\u0103\u0301t \u0111\u00e2\u0300u ca\u0300i \u0111\u0103\u0323t TensorFlow thi\u0300 tr\u01b0\u01a1\u0301c h\u00ea\u0301t pha\u0309i ca\u0300i \u0111\u0103\u0323t Pyphon tr\u01b0\u01a1\u0301c, TensorFlow \u0111\u01b0\u01a1\u0323c vi\u00ea\u0301t tr\u00ean Python do \u0111o\u0301 vi\u00ea\u0323c c\u00e2\u0300n ca\u0300i Python la\u0300 \u0111\u00ea\u0300u d\u00ea\u0303 hi\u00ea\u0309u. no\u0301 v\u01b0\u0300a la\u0300 m\u00f4i tr\u01b0\u01a1\u0300ng du\u0300ng \u0111\u00ea\u0309 cha\u0323y TensorFlow va\u0300 vi\u00ea\u0301t code Machine Learning. Gia\u0309 s\u01b0\u0309 ba\u0323n \u0111a\u0303 ca\u0300i Pyphon trong ma\u0301y r\u00f4\u0300i \u01a1\u0309 \u0111\u00e2y ba\u0323n download version m\u01a1\u0301i nh\u00e2\u0301t la\u0300\u00a0<strong>Python 3.<\/strong>5 v\u00ea\u0300 \u0111a\u0303 ca\u0300i va\u0300o ma\u0301y cu\u0309a mi\u0300nh.<\/p>\n<p>TensorFlow \u0111\u00ea\u0309 cha\u0323y t\u00f4\u0301t thi\u0300 ma\u0301y c\u00e2\u0300n pha\u0309i co\u0301 <a class=\"iblink\" href=\"\/linh-kien-may-chu\/gpu-card-may-chu\/\">GPU card<\/a> x\u01b0\u0309 ly\u0301 \u0111\u00f4\u0300 ho\u0323a, n\u00ea\u0301u ma\u0301y kh\u00f4ng co\u0301 GPU thi\u0300 TensorFlow se\u0303 cha\u0323y kh\u00f4ng m\u01b0\u01a1\u0323t ma\u0300 vi\u0300 lu\u0301c na\u0300y CPU se\u0303 \u0111a\u0309m nhi\u00ea\u0323m cha\u0323y TensorFlow.<\/p>\n<p>N\u00ea\u0301u ma\u0301y co\u0301 GPU thi\u0300 ba\u0323n pha\u0309i download va\u0300 ca\u0300i 2 tool h\u00f4\u0303 tr\u01a1\u0323 la\u0300 Cuda toolkit va\u0300 CuDNN nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e577521d8c66.png\" alt=\"\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e577522adc3d.png\" alt=\"\" \/><\/p>\n<p>Gia\u0309 s\u01b0\u0309 ma\u0301y ti\u0301nh t\u00f4i co\u0301 du\u0300ng GPU thi\u0300 t\u00f4i se\u0303 ca\u0300i \u0111\u0103\u0323t 2 tool na\u0300y va\u0300o ma\u0301y \u0111\u00ea\u0309 du\u0300ng k\u00ea\u0301t h\u01a1\u0323p v\u01a1\u0301i TensorFlow nh\u01b0 sau:<\/p>\n<p>T\u00f4i ti\u00ea\u0301n ha\u0300nh ca\u0300i \u0111\u0103\u0323t Cuda toolkip b\u0103\u0300ng ca\u0301ch click va\u0300o Software \u0111a\u0303 download v\u00ea\u0300 va\u0300 ti\u00ea\u0301n ha\u0300nh ca\u0300i \u0111\u0103\u0323t nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e57752333c27.png\" alt=\"\" \/><\/p>\n<p>Qua\u0301 tri\u0300nh ca\u0300i \u0111\u0103\u0323t cuda toolkit bi\u0300nh th\u01b0\u01a1\u0300ng nh\u01b0 ca\u0301c ph\u00e2\u0300n m\u00ea\u0300m ca\u0300i kha\u0301c. Sau khi ca\u0300i \u0111\u0103\u0323t Cuda toolkit ca\u0301c ba\u0323n va\u0300o \u00f4\u0309 C \u0111\u00ea\u0309 th\u00e2\u0301y qua\u0301 tri\u0300nh \u0111a\u0303 ca\u0300i ok nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e577523c5855.png\" alt=\"\" \/><\/p>\n<p>Sau \u0111o\u0301 ca\u0301c ba\u0323n ti\u00ea\u0301p tu\u0323c gia\u0309i ne\u0301n cudNN ra \u0111\u00ea\u0309 ca\u0300i va\u0300o ma\u0301y b\u0103\u0300ng ca\u0301ch copy nguy\u00ean folder go\u0301c v\u01b0\u0300a bung ne\u0301n ra va\u0300o th\u01b0 mu\u0323c hi\u0300nh tr\u00ean va\u0300 paste va\u0300o \u0111\u00e2y nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e5775244a479.png\" alt=\"\" \/><\/p>\n<p>Sau khi \u0111a\u0303 ca\u0300i \u0111\u0103\u0323t xong ca\u0301c go\u0301i h\u00f4\u0303 tr\u01a1\u0323 GPU cho ma\u0301y ti\u0301nh co\u0301 card \u0111\u00f4\u0300 ho\u0323a thi\u0300 b\u00e2y gi\u01a1\u0300 ti\u00ea\u0301n ha\u0300nh ca\u0300i TensorFlow va\u0300o ma\u0301y nh\u01b0 sau:<\/p>\n<p>T\u01b0\u0300 ma\u0300n hi\u0300nh chi\u0301nh cu\u0309a url TensorFlow ba\u0323n click va\u0300o menu b\u00ean pha\u0309i nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e577524cdfd4.png\" alt=\"\" \/><\/p>\n<p>L\u01b0u y\u0301 b\u01b0\u01a1\u0301c na\u0300y \u0111a\u0303m ba\u0309o la\u0300 Python pha\u0309i ca\u0300i tr\u01b0\u01a1\u0301c nhe\u0301 ca\u0301c ba\u0323n. Vi\u0301 du\u0323 nh\u01b0 ma\u0301y t\u00f4i thi\u0300 t\u00f4i ca\u0300i Python version 3.5 nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e5775256f3d3.png\" alt=\"\" \/><\/p>\n<p>L\u01b0u y\u0301 la\u0300 TensorFlow co\u0301 2 version ca\u0300i: 1 la\u0300 cho ma\u0301y co\u0301 GPU va\u0300 ma\u0301y kh\u00f4ng co\u0301 GPU chi\u0309 du\u0300ng CPU cha\u0323y TensorFlow nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e5775260bbf1.png\" alt=\"\" \/><\/p>\n<p>Tuy nhi\u00ean n\u00ea\u0301u ma\u0301y mi\u0300nh co\u0301 GPU va\u0300 mi\u0300nh ca\u0300i ca\u0309 2 version tr\u00ean thi\u0300 m\u0103\u0323c \u0111i\u0323nh la\u0300 CPU se\u0303 cha\u0323y GPU kh\u00f4ng cha\u0323y <a class=\"iblink\" href=\"\/blog\/tag\/deep-learning\/\">Deep learning<\/a> vi\u0300 v\u00e2\u0323y ca\u0301c ba\u0323n l\u01b0\u0301u y\u0301 ca\u0300i \u0111u\u0301ng c\u00e2\u0301u hi\u0300nh ma\u0301y \u0111\u00ea\u0309 t\u00f4\u0301i \u01b0u cho ma\u0301y ti\u0301nh.<\/p>\n<p>Gia\u0309 s\u01b0\u0309 ma\u0301y ti\u0301nh t\u01a1i co\u0301 GPU n\u00ean t\u00f4i cho\u0323n ca\u0301ch ca\u0300i co\u0301 h\u00f4\u0303 tr\u01a1\u0323 GPU nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e577526949d7.png\" alt=\"\" \/><\/p>\n<p>Copy toa\u0300n b\u00f4\u0323 nh\u01b0 hi\u0300nh tr\u00ean paste va\u0300o command line nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e57752700725.png\" alt=\"\" \/><\/p>\n<p>L\u01b0u y\u0301 \u0111\u00ea\u0309 \u0111a\u0303m ba\u0309o kh\u00f4ng lo\u0303i khi ca\u0300i TensorFlow tr\u00ean ma\u0301y thi\u0300 th\u00eam do\u0300ng l\u00ea\u0323nh cu\u00f4\u0301i do\u0300ng l\u00ea\u0323nh tr\u00ean la\u0300:<\/p>\n<p><strong>\u2013ignone-installed\u00a0<\/strong>sau \u0111o\u0301 enter<\/p>\n<p>Qua\u0301 tri\u0300nh ca\u0300i \u0111\u0103\u0323t hi\u00ea\u0323n ra nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e5775276b040.png\" alt=\"\" \/><\/p>\n<p>Ok \u0111\u00ea\u0301n \u0111\u00e2y ca\u0301c ba\u0323n \u0111a\u0303 ca\u0300i xong TensorFlow va\u0300 ca\u0301c go\u0301i ph\u00e2\u0300n m\u00ea\u0300m h\u00f4\u0303 tr\u01a1\u0323 ma\u0300 co\u0301 th\u00ea\u0309 cha\u0323y TensorFlow cho Deep learning du\u0300ng Pyphon \u0111\u00ea\u0309 code va\u0300 build \u01b0\u0301ng du\u0323ng Machine Learning<\/p>\n<p>\u0110\u00ea\u0309 \u0111a\u0309m ba\u0309o ca\u0300i \u0111\u0103\u0323t ok thi\u0300 mi\u0300nh pha\u0309i ki\u00ea\u0309m tra mi\u0300nh ca\u0300i \u0111u\u0301ng hay ch\u01b0a b\u0103\u0300ng ca\u0301ch vi\u00ea\u0301t \u0111oa\u0323n code b\u0103\u0300ng Pyphon \u0111\u00ea\u0309 cha\u0323y n\u00ea\u0301u code cha\u0323y ok thi\u0300 mi\u0300nh ca\u0300i ok xem th\u00ea\u0301 na\u0300o nhe\u0301, ca\u0301c ba\u0323n go\u0303 ta\u0323i do\u0300ng l\u00ea\u0323nh nh\u01b0 hi\u0300nh:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e577527dd161.png\" alt=\"\" \/><\/p>\n<p>Ba\u0323n ti\u00ea\u0301n ha\u0300nh go\u0303 y nh\u01b0 hi\u0300nh tr\u00ean va\u0300 do\u0300ng l\u00ea\u0323nh cu\u00f4\u0301i cu\u0300ng la\u0300 :\u00a0<strong>print (sess.run(hello))<\/strong>\u00a0enter no\u0301 se\u0303 ra hi\u0300nh nh\u01b0 sau:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/02\/tgmc-blog-5e577528624e8.png\" alt=\"\" \/><\/p>\n<p>Ba\u0323n \u0111a\u0303 ca\u0300i \u0111\u0103\u0323t va\u0300 c\u00e2\u0301u hi\u0300nh cho TensorFlow hoa\u0300n tha\u0300nh.<\/p>\n<p>Chu\u0301c ba\u0323n tha\u0300nh c\u00f4ng.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft 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vi&ecirc;&#803;c l&acirc;&#803;p tri&#768;nh chu&#777; y&ecirc;&#769;u du&#768;ng ng&ocirc;n ng&#432;&#771;&#8230;<\/p>\n","protected":false},"author":2,"featured_media":4534,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,12,307,218],"class_list":["post-4533","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-deep-learning","tag-guide","tag-tensorflow"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>H\u01b0\u1edbng d\u1eabn c\u00e0i \u0111\u1eb7t TensowFlow tr\u00ean Windows - 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\" 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