{"id":109476,"date":"2025-05-18T09:25:16","date_gmt":"2025-05-18T05:55:16","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%a7%d8%b1%db%8c%d8%ae%da%86%d9%87-%d9%85%d8%ae%d8%aa%d8%b5%d8%b1%db%8c-%d8%a7%d8%b2-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/"},"modified":"2025-05-18T09:25:16","modified_gmt":"2025-05-18T05:55:16","slug":"%d8%aa%d8%a7%d8%b1%db%8c%d8%ae%da%86%d9%87-%d9%85%d8%ae%d8%aa%d8%b5%d8%b1%db%8c-%d8%a7%d8%b2-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%a7%d8%b1%db%8c%d8%ae%da%86%d9%87-%d9%85%d8%ae%d8%aa%d8%b5%d8%b1%db%8c-%d8%a7%d8%b2-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/","title":{"rendered":"\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0645\u062e\u062a\u0635\u0631\u06cc \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc"},"content":{"rendered":"<div data-article-id=\"2495301\" id=\"article-body\">\n<p>\u062f\u0648\u0633\u062a\u0627\u0646 \u0622\u062e\u0631 \u0647\u0641\u062a\u0647 \u0645\u0628\u0627\u0631\u06a9!<\/p>\n<p>\u0645\u0642\u0627\u0644\u0647 \u0627\u0645\u0631\u0648\u0632 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0645\u062e\u062a\u0635\u0631\u06cc \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u062f\u0631 \u0628\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u063a\u0646\u06cc \u0627\u0632 \u062a\u062d\u0642\u06cc\u0642 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u0633\u062a. \u0647\u062f\u0641 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0628\u0627\u062d\u062b \u0631\u0627 \u0628\u0647 \u0622\u0631\u0627\u0645\u06cc \u0628\u062f\u0648\u0646 \u063a\u0648\u0627\u0635\u06cc \u062f\u0631 \u0639\u0645\u06cc\u0642 \u0628\u067e\u0648\u0634\u0627\u0646\u06cc\u0645 \u0648 \u0627\u0632 \u0644\u0631\u0632\u06cc\u062f\u0646 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 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ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%a7%d8%b1%db%8c%d8%ae%da%86%d9%87-%d9%85%d8%ae%d8%aa%d8%b5%d8%b1%db%8c-%d8%a7%d8%b2-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/#%D9%85%D9%86%D8%B4%D8%A7%D8%A1\" >\u0645\u0646\u0634\u0627\u0621<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%a7%d8%b1%db%8c%d8%ae%da%86%d9%87-%d9%85%d8%ae%d8%aa%d8%b5%d8%b1%db%8c-%d8%a7%d8%b2-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/#%D8%A7%D8%AE%D9%84%D8%A7%D9%82\" >\u0627\u062e\u0644\u0627\u0642<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%a7%d8%b1%db%8c%d8%ae%da%86%d9%87-%d9%85%d8%ae%d8%aa%d8%b5%d8%b1%db%8c-%d8%a7%d8%b2-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/#%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA_%D8%AF%D8%B1_%D9%81%D9%86%D8%A7%D9%88%D8%B1%DB%8C_%D8%B1%D8%A7%DB%8C%D8%A7%D9%86%D9%87\" >\u067e\u06cc\u0634\u0631\u0641\u062a \u062f\u0631 \u0641\u0646\u0627\u0648\u0631\u06cc \u0631\u0627\u06cc\u0627\u0646\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%a7%d8%b1%db%8c%d8%ae%da%86%d9%87-%d9%85%d8%ae%d8%aa%d8%b5%d8%b1%db%8c-%d8%a7%d8%b2-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/#%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA_%D8%A7%D8%B2_%D8%AF%D9%87%D9%87_1990_%D9%88_%D8%A7%D9%88%D8%A7%DB%8C%D9%84_2000\" >\u067e\u06cc\u0634\u0631\u0641\u062a \u0627\u0632 \u062f\u0647\u0647 1990 \u0648 \u0627\u0648\u0627\u06cc\u0644 2000<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%a7%d8%b1%db%8c%d8%ae%da%86%d9%87-%d9%85%d8%ae%d8%aa%d8%b5%d8%b1%db%8c-%d8%a7%d8%b2-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/#%D9%BE%D8%AF%D8%B1%D8%AE%D9%88%D8%A7%D9%86%D8%AF%D9%87_AI\" >\u067e\u062f\u0631\u062e\u0648\u0627\u0646\u062f\u0647 AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/%d8%aa%d8%a7%d8%b1%db%8c%d8%ae%da%86%d9%87-%d9%85%d8%ae%d8%aa%d8%b5%d8%b1%db%8c-%d8%a7%d8%b2-%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/#%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA_%D8%A7%D8%B2_%D8%B3%D8%A7%D9%84_2012_%D8%AA%D8%A7_2022\" >\u067e\u06cc\u0634\u0631\u0641\u062a \u0627\u0632 \u0633\u0627\u0644 2012 \u062a\u0627 2022<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%82%D8%AF%D9%85%D9%87\"><\/span>\n<p>  \u0645\u0642\u062f\u0645\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u062f\u0641 \u0645\u0646 \u067e\u0648\u0634\u0634 \u062a\u0648\u0644\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0632\u0645\u06cc\u0646\u0647 \u0645\u0637\u0627\u0644\u0639\u0647 \u060c \u0628\u0631\u062e\u06cc \u0627\u0632 \u0646\u0642\u0627\u0637 \u0639\u0637\u0641 \u0627\u0635\u0644\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0648 \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP) \u0627\u0633\u062a. \u0627\u06af\u0631 \u0627\u06cc\u0646 \u0641\u0627\u0646\u062a\u0632\u06cc \u0634\u0645\u0627 \u0631\u0627 \u0642\u0644\u0642\u0644\u06a9 \u0645\u06cc \u062f\u0647\u062f \u060c \u0633\u067e\u0633 \u062f\u0633\u062a \u0648 \u067e\u0646\u062c\u0647 \u0646\u0631\u0645 \u06a9\u0646\u06cc\u062f. <\/p>\n<p>\u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0648 \u0639\u0627\u0645\u0644 \u0645\u062d\u0631\u06a9 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0633\u0627\u0644 2025 \u0631\u0627 \u062a\u0634\u0631\u06cc\u062d \u06a9\u0646\u06cc\u0645. \u0627\u0648\u0644\u06cc\u0646 \u0645\u0648\u0631\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0642\u062f\u0631\u062a \u0627\u0633\u062a. \u0627\u062e\u062a\u0631\u0627\u0639 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0627\u06cc\u0627\u0646\u0647 \u062a\u0631\u0627\u0646\u0632\u06cc\u0633\u062a\u0648\u0631 (CPU) \u0648 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc (GPU) \u0648 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u060c \u0646\u062d\u0648\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u0631\u0627\u06cc\u0627\u0646\u0647 \u0647\u0627 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. <\/p>\n<p>\u062f\u0648\u0645 \u0627\u062f\u063a\u0627\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a. \u0646\u0647 \u0641\u0642\u0637 \u0627\u062a\u0635\u0627\u0644 \u0628\u0644\u06a9\u0647 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u0627 \u062f\u0631 \u0633\u0627\u062e\u062a\u0627\u0631 \u060c \u0628\u0631\u0686\u0633\u0628 \u0632\u062f\u0646 \u0648 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0631\u0648\u0634\u06cc \u06a9\u0647 \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0647\u0636\u0645 \u0634\u0648\u0646\u062f \u0648 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0628\u0627\u0634\u0646\u062f. \u0641\u0642\u0637 \u062f\u0627\u0634\u062a\u0646 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0648 \u062a\u0645\u06cc\u0632 \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u062a\u0635\u0648\u0631 \u0628\u0648\u062f \u060c \u0686\u0647 \u0631\u0633\u062f \u0628\u0647 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0642\u0627\u0628\u0644 \u0622\u0645\u0648\u0632\u0634 \u0648 \u062f\u0627\u0631\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u06cc\u0627 \u06a9\u0644\u0645\u0627\u062a \u0648 \u062a\u0635\u0627\u0648\u06cc\u0631. <\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%86%D8%B4%D8%A7%D8%A1\"><\/span>\n<p>  \u0645\u0646\u0634\u0627\u0621<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<blockquote>\n<p>&#8220;\u0622\u06cc\u0627 \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627 \u0645\u06cc 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\u0622\u0646\u0647\u0627 \u0627\u0633\u062a. \u0642\u0627\u0646\u0648\u0646 \u0645\u0648\u0631\u0633 (7) \u060c \u06a9\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f &#8220;\u062a\u0639\u062f\u0627\u062f \u062a\u0631\u0627\u0646\u0632\u06cc\u0633\u062a\u0648\u0631\u0647\u0627 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u062f\u0627\u0631 \u0645\u062f\u0627\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0647\u0631 \u062f\u0648 \u0633\u0627\u0644 \u062f\u0648 \u0628\u0631\u0627\u0628\u0631 \u0645\u06cc \u0634\u0648\u062f.&#8221; \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u0627\u06cc\u0646 \u0642\u0627\u0646\u0648\u0646 \u0627\u0632 \u0633\u0627\u0644 1975 \u0635\u0627\u062f\u0642 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a \u060c \u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u0624\u0644\u0641\u0647 \u0645\u0647\u0645 \u062f\u0631 \u0633\u0641\u0631 \u0645\u0627 \u0628\u0647 \u0633\u0645\u062a \u0645\u062d\u062a\u0645\u0644 \u0628\u0648\u062f\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a.  <\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA_%D8%A7%D8%B2_%D8%AF%D9%87%D9%87_1990_%D9%88_%D8%A7%D9%88%D8%A7%DB%8C%D9%84_2000\"><\/span>\n<p>  \u067e\u06cc\u0634\u0631\u0641\u062a \u0627\u0632 \u062f\u0647\u0647 1990 \u0648 \u0627\u0648\u0627\u06cc\u0644 2000<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0686\u0646\u062f\u06cc\u0646 \u062f\u0647\u0647 \u0637\u0648\u0644 \u06a9\u0634\u06cc\u062f \u062a\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u0627\u0635\u0644\u06cc \u0635\u062d\u0628\u062a \u06a9\u0631\u062f\u0646 \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u062f \u06a9\u0647 \u0622\u0628\u06cc \u0639\u0645\u06cc\u0642 IBM \u0642\u0647\u0631\u0645\u0627\u0646 \u062c\u0647\u0627\u0646 \u0634\u0637\u0631\u0646\u062c \u0631\u0627 \u06af\u0631\u06cc \u06a9\u0627\u0633\u067e\u0627\u0631\u0648\u0641 (8) \u0634\u06a9\u0633\u062a \u062f\u0627\u062f. \u062f\u0631 \u0627\u0648\u0627\u062e\u0631 \u062f\u0647\u0647 1990 \u0648 \u0627\u0648\u0627\u06cc\u0644 \u0633\u0627\u0644 2000 \u060c \u0627\u062f\u063a\u0627\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u062f\u0631 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u060c \u06af\u0627\u0645\u0647\u0627\u06cc \u0627\u0633\u0627\u0633\u06cc \u062f\u0631 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u06a9\u0631\u062f. \u062d\u062a\u06cc \u062a\u0627 \u0633\u0627\u0644 2007 \u060c \u0641\u0646\u0627\u0648\u0631\u06cc \u06a9\u0631\u06a9\u0631\u0647 \u0644\u0628\u062e\u0646\u062f \u0633\u0648\u0646\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0647\u0627 \u062f\u0631 \u0635\u0641\u062d\u0647 \u0647\u0627\u06cc \u062f\u0648\u0631\u0628\u06cc\u0646 \u0628\u0648\u062f (9). <\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062f\u062a \u067e\u0631\u0648\u0698\u0647 Stanford Imagenet \u062f\u0631 \u062d\u0627\u0644 \u0631\u0634\u062f \u0628\u0648\u062f. \u062f\u0631 \u0633\u0627\u0644 2006 \u062a\u0648\u0633\u0637 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 \u0644\u06cc \u0641\u06cc \u0641\u06cc (10) (11) \u0622\u063a\u0627\u0632 \u0634\u062f. \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0632\u0645\u0627\u0646 \u0628\u0647 \u0628\u06cc\u0634 \u0627\u0632 14 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0627\u0631\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0627\u0646\u0634\u06af\u0627\u0647\u06cc \u062f\u0631 \u0645\u062f\u0644\u0647\u0627\u06cc AI \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u0628\u0632\u0631\u06af \u0628\u0631\u0627\u06cc \u0628\u062e\u0634 &#8220;\u062f\u0627\u062f\u0647&#8221; \u0627\u0632 \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0648\u062f\u0647 \u0627\u0633\u062a.    <\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%AF%D8%B1%D8%AE%D9%88%D8%A7%D9%86%D8%AF%D9%87_AI\"><\/span>\n<p>  \u067e\u062f\u0631\u062e\u0648\u0627\u0646\u062f\u0647 AI<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062c\u0641\u0631\u06cc \u0627\u0648\u0631\u0633\u062a \u0647\u06cc\u0646\u062a\u0648\u0646 \u062f\u0631 \u0633\u0627\u0644 2024 (12) \u062c\u0627\u06cc\u0632\u0647 \u0646\u0648\u0628\u0644 \u0641\u06cc\u0632\u06cc\u06a9 \u0631\u0627 \u0628\u0647 \u062f\u0644\u06cc\u0644 &#8220;\u0627\u06a9\u062a\u0634\u0627\u0641\u0627\u062a \u0648 \u0627\u062e\u062a\u0631\u0627\u0639\u0627\u062a \u0628\u0646\u06cc\u0627\u062f\u06cc \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u060c \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0631\u062f. \u062c\u0641\u0631\u06cc E. \u0647\u06cc\u0646\u062a\u0648\u0646 \u060c \u062f\u06cc\u0648\u06cc\u062f \u0631\u0648\u0645\u0644\u0647\u0627\u0631\u062a \u0648 \u0631\u0648\u0646\u0627\u0644\u062f \u062c\u06cc \u0648\u06cc\u0644\u06cc\u0627\u0645\u0632 \u0645\u0642\u0627\u0644\u0647 \u0627\u06cc \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u06af\u06cc\u0631\u06cc (13) (14) \u062f\u0631 \u0633\u0627\u0644 1986 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f\u0646\u062f. \u0646\u0647 \u062a\u0646\u0647\u0627 \u0628\u0647 \u0627\u06cc\u062c\u0627\u062f \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0644\u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc &#8220;\u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642&#8221; \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0641\u06cc\u062f\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0646\u0633\u0627\u0646 \u0647\u0627. \u0648\u0627\u0642\u0639\u0627\u064b \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u06cc \u06a9\u0647 \u0647\u0646\u0648\u0632 \u0647\u0645 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0648 \u062a\u0646\u0638\u06cc\u0645 \u0645\u062f\u0644 \u0647\u0627 \u062f\u0631 \u0633\u0627\u0644 2025 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0647\u0633\u062a\u0646\u062f. <\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA_%D8%A7%D8%B2_%D8%B3%D8%A7%D9%84_2012_%D8%AA%D8%A7_2022\"><\/span>\n<p>  \u067e\u06cc\u0634\u0631\u0641\u062a \u0627\u0632 \u0633\u0627\u0644 2012 \u062a\u0627 2022<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0632\u0631\u06af\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a \u0627\u0632 \u0633\u0627\u0644 2012 \u0628\u0647 2022 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u0648\u062f. \u062a\u0644\u0627\u0634 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0627\u0631\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u0648 \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u0634\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0634\u062f\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c Imagenet \u0645\u06cc\u0632\u0628\u0627\u0646 \u0645\u0633\u0627\u0628\u0642\u0627\u062a \u0633\u0627\u0644\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0627\u0633\u062a. \u062a\u06cc\u0645\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0633\u0627\u0644 \u067e\u06cc\u0631\u0648\u0632 \u0634\u062f \u060c \u0627\u0644\u06a9\u0633\u0646\u062a \u0627\u0632 \u062a\u0648\u0631\u0646\u062a\u0648 (15) \u060c \u062f\u0627\u0631\u0627\u06cc GPU \u0647\u0627\u06cc\u06cc \u0628\u0648\u062f \u06a9\u0647 \u062f\u0648 \u0647\u0641\u062a\u0647 \u0637\u0648\u0644 \u06a9\u0634\u06cc\u062f \u062a\u0627 \u0642\u0637\u0627\u0631 \u0634\u0648\u062f. \u0647\u0645\u06cc\u0646 \u0645\u062f\u0644 \u0641\u0642\u0637 \u067e\u0646\u062c \u062f\u0642\u06cc\u0642\u0647 \u067e\u0648\u0646\u062f \u0637\u0648\u0644 \u06a9\u0634\u06cc\u062f \u062a\u0627 \u062f\u0631 \u0646\u0648\u0627\u0645\u0628\u0631 \u0633\u0627\u0644 2022 \u062a\u0645\u0631\u06cc\u0646 \u06a9\u0646\u062f. \u06cc\u06a9 \u062a\u0644\u0627\u0634 \u0645\u0647\u0645 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0648\u0646\u062f \u062f\u0627\u062f\u0646 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0628\u0647 \u0647\u0645. \u0645\u0642\u0627\u062f\u06cc\u0631 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0647\u0645\u0632\u0645\u0627\u0646 \u062f\u0631 \u062d\u0627\u0644 \u067e\u0631\u062f\u0627\u0632\u0634 (\u0622\u0645\u0648\u0632\u0634) \u0628\u0648\u062f\u0646\u062f. \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u06af\u0633\u062a\u0631\u062f\u0647 \u062f\u0631 \u062f\u0648 \u062c\u0628\u0647\u0647. \u0647\u0631 \u062f\u0648 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646 \u06cc\u0627\u0641\u062a\u0647 \u062f\u0631 \u0627\u0648\u0644\u0648\u06cc\u062a \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0646\u062f \u062a\u0627 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0627\u0646\u0641\u062c\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u0648\u0646\u062f. <\/p>\n<p>\u0645\u062a\u0631\u06cc\u06a9 \u0633\u0648\u0645 \u0628\u0647 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0648 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0628\u0648\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0633\u0627\u0632\u0645\u0627\u0646 \u0627\u0636\u0627\u0641\u0647 \u0634\u062f. Mlperf Metric (16) \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0633\u0631\u0639\u062a AI \u0628\u0648\u062f. \u0627\u06af\u0631 \u0641\u06a9\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0642\u0627\u0646\u0648\u0646 \u0645\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0627\u0633\u062a \u060c \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627\u06cc \u0645\u062f\u0644 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0632 \u0633\u0627\u0644 2022 \u062a\u0627 \u06a9\u0646\u0648\u0646 \u0641\u0642\u0637 \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u062f\u0631\u06a9 \u0627\u0633\u062a. \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0622\u06cc\u0646\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627 \u0686\u0647 \u0686\u06cc\u0632\u06cc \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062f\u0627\u0631\u062f. <\/p>\n<p>\u0635\u0641 \u0627\u0648\u067e\u0627\u06cc (17) \u0648 \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u0686\u062a\u067e (18). \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0622\u0646 \u0627\u0646\u0633\u0627\u0646 \u0634\u0646\u0627\u0633\u06cc \u060c \u062c\u0645\u06cc\u0646\u06cc \u0648 \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0622\u0646. \u0645\u0646 \u0628\u0633\u06cc\u0627\u0631 \u0647\u06cc\u062c\u0627\u0646 \u0632\u062f\u0647 \u0627\u0645 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u0645 \u0622\u06cc\u0646\u062f\u0647 \u0686\u0647 \u0686\u06cc\u0632\u06cc \u0631\u0627 \u067e\u0634\u062a \u0633\u0631 \u0645\u06cc \u06af\u0630\u0627\u0631\u062f \u0648 \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u06a9\u0647 \u0634\u0645\u0627 \u0647\u0645 \u0628\u0627\u0634\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0628\u062f\u062a\u0631 \u0634\u062f\u0646 \u0647\u0645\u0647 \u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u0628\u0627 \u0647\u0645 \u0647\u0633\u062a\u06cc\u0645. \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062c\u0647\u0627\u0646 \u060c \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0645\u0647 \u0628\u0627\u0634\u062f. <\/p>\n<p>\u0628\u0627 \u062a\u0634\u06a9\u0631 \u0627\u0632 \u062e\u0648\u0627\u0646\u062f\u0646 \u060c \u0628\u0647 \u0645\u0646 \u0627\u0637\u0644\u0627\u0639 \u062f\u0647\u06cc\u062f \u06a9\u0647 \u0686\u0647 \u0686\u06cc\u0632\u06cc \u0631\u0627 \u0628\u0627\u06cc\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u0645.<\/p>\n<p>\u0648 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f. (19)<\/p>\n<p>\u0645\u0646\u0627\u0628\u0639<\/p>\n<ol>\n<li>\u062a\u0648\u0631\u06cc\u0646\u06af \u060c \u0622\u0644\u0646 \u0645. (1950). \u0645\u0627\u0634\u06cc\u0646 \u0622\u0644\u0627\u062a \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u060c <em>\u0641\u06a9\u0631<\/em>\u060c 59\/433-460. https:\/\/doi.org\/10.1093\/mind\/lix.236.433\n<\/li>\n<li>https:\/\/www.turing.org.uk\/source\/archive.html<\/li>\n<li>https:\/\/en.wikipedia.org\/wiki\/turing_test<\/li>\n<li>https:\/\/www.britannica.com\/biography\/john-mccarthy<\/li>\n<li>https:\/\/www.acquired.fm\/episodes\/adapting-episode-3-intel<\/li>\n<li>https:\/\/www.acquired.fm\/episodes\/adapting-episode-3-intel<\/li>\n<li>https:\/\/en.wikipedia.org\/wiki\/moore\u066a27s_law<\/li>\n<li>https:\/\/en.wikipedia.org\/wiki\/deep_blue_versus_garry_kasparov<\/li>\n<li>https:\/\/www.cnet.com\/culture\/say-cheese-sony-technology-focuses-on-smiles\/<\/li>\n<li>https:\/\/image-net.org\/about.php<\/li>\n<li>\n<p>https:\/\/www.historyofdatascience.com\/imagenet-a-pioneering-vision-for-computers\/#:text=set\u066a20B20by\u066a20Data\u066a20Sicientist \u060c it\u066a20Began\u066a20in\u066a201985.<\/li>\n<li>\n<p>https:\/\/en.wikipedia.org\/wiki\/geoffrey_hinton#: text=geoffrey\u066a20Verest\u066a20Hinton\u066a20(born\u066a201947 \u060c\u066a22the\u066a20Godfather\u066a20of\u066a20ai\u066a22.<\/li>\n<li>https:\/\/en.wikipedia.org\/wiki\/backpropagation<\/li>\n<li>Rumelhart \u060c D. \u060c Hinton \u060c G. &#038; Williams \u060c R. \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627 \u062e\u0637\u0627\u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646. \u0637\u0628\u06cc\u0639\u062a 323 \u060c 533-536 (1986). https:\/\/doi.org\/10.1038\/323533a0\n<\/li>\n<li>https:\/\/www.pinecone.io\/learn\/series\/image-search\/imagenet\/<\/li>\n<li>https:\/\/spectrum.ieee.org\/mlperf-rankings-2022<\/li>\n<li>https:\/\/en.wikipedia.org\/wiki\/openai<\/li>\n<li>https:\/\/en.wikipedia.org\/wiki\/chatgpt<\/li>\n<li>https:\/\/people.idsia.ch\/~juergen\/who-invented-backpropagation.html<\/li>\n<\/ol><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0648\u0633\u062a\u0627\u0646 \u0622\u062e\u0631 \u0647\u0641\u062a\u0647 \u0645\u0628\u0627\u0631\u06a9! \u0645\u0642\u0627\u0644\u0647 \u0627\u0645\u0631\u0648\u0632 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0645\u062e\u062a\u0635\u0631\u06cc \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u062f\u0631 \u0628\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u063a\u0646\u06cc \u0627\u0632 \u062a\u062d\u0642\u06cc\u0642 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u0633\u062a. \u0647\u062f\u0641 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0628\u0627\u062d\u062b \u0631\u0627 \u0628\u0647 \u0622\u0631\u0627\u0645\u06cc \u0628\u062f\u0648\u0646 \u063a\u0648\u0627\u0635\u06cc \u062f\u0631 \u0639\u0645\u06cc\u0642 \u0628\u067e\u0648\u0634\u0627\u0646\u06cc\u0645 \u0648 \u0627\u0632 \u0644\u0631\u0632\u06cc\u062f\u0646 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u0642\u062f\u0645\u0647 \u0647\u062f\u0641 \u0645\u0646 \u067e\u0648\u0634\u0634 \u062a\u0648\u0644\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":109477,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ffde7x9avzhxo2izjr9ls.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-109476","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/109476","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=109476"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/109476\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/109477"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=109476"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=109476"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=109476"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}