{"id":5475,"date":"2021-01-05T12:54:21","date_gmt":"2021-01-05T09:24:21","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=5475"},"modified":"2021-01-05T12:54:24","modified_gmt":"2021-01-05T09:24:24","slug":"neural-networks-from-zero-to-hero","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/ml\/neural-networks-from-zero-to-hero\/","title":{"rendered":"\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc : \u0627\u0632 \u0635\u0641\u0631 \u062a\u0627 \u0635\u062f"},"content":{"rendered":"<h5 style=\"text-align: justify;\"><strong>\u062f\u0631\u0628\u0627\u0631\u0647 \u0645\u0647\u0645\u062a\u0631\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0633\u0628 \u06a9\u0646\u06cc\u062f!<\/strong><\/h5>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0637\u0648\u0644 \u0627\u06cc\u0646 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href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/neural-networks-from-zero-to-hero\/#%D8%AA%D9%88%D8%B2%DB%8C%D8%B9_%D9%86%D8%B1%D9%85%D8%A7%D9%84_%D9%88_%DB%8C%DA%A9%D9%86%D9%88%D8%A7%D8%AE%D8%AA\" >\u062a\u0648\u0632\u06cc\u0639 \u0646\u0631\u0645\u0627\u0644 \u0648 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/neural-networks-from-zero-to-hero\/#%D9%85%D9%82%D8%AF%D8%A7%D8%B1_%D8%AF%D9%87%DB%8C_%D8%A7%D9%88%D9%84%DB%8C%D9%87_LeCun_%D9%86%D8%B1%D9%85%D8%A7%D9%84_%D9%88_%DB%8C%DA%A9%D9%86%D9%88%D8%A7%D8%AE%D8%AA\" >\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 : LeCun \u0646\u0631\u0645\u0627\u0644 \u0648 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/neural-networks-from-zero-to-hero\/#%D9%85%D9%82%D8%AF%D8%A7%D8%B1_%D8%AF%D9%87%DB%8C_%D8%A7%D9%88%D9%84%DB%8C%D9%87_Glorot_Xavier_%D9%86%D8%B1%D9%85%D8%A7%D9%84_%D9%88_%DB%8C%DA%A9%D9%86%D9%88%D8%A7%D8%AE%D8%AA\" >\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647: Glorot \/ Xavier \u0646\u0631\u0645\u0627\u0644 \u0648 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/neural-networks-from-zero-to-hero\/#%D9%85%D9%82%D8%AF%D8%A7%D8%B1_%D8%AF%D9%87%DB%8C_%D8%A7%D9%88%D9%84%DB%8C%D9%87_%D9%87%DB%8C_He_%D9%88_%D9%87%D9%85%DA%A9%D8%A7%D8%B1%D8%A7%D9%86KaimingMSRA_%D9%86%D8%B1%D9%85%D8%A7%D9%84_%D9%88_%DB%8C%DA%A9%D9%86%D9%88%D8%A7%D8%AE%D8%AA\" >\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647: \u0647\u06cc (He) \u0648 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\u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0622\u0646<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u062a\u0648\u0636\u06cc\u062d \u0645\u0641\u0635\u0644\u06cc \u0627\u0632 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u0628\u062e\u0648\u0627\u0647\u06cc\u062f\u060c \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0645 <a href=\"https:\/\/towardsdatascience.com\/neural-networks-everything-you-wanted-to-know-327b78b730ab\" target=\"_blank\" rel=\"noopener\">\u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647<\/a> \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a\u06cc \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u0646 \u067e\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0639\u0645\u06cc\u0642 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647\u060c \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647\u060c \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062e\u0637\u0627\u06cc \u0647\u0631 \u0646\u0645\u0648\u0646\u0647 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u0645\u0648\u0632\u0634 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0633\u067e\u0633 \u0648\u0632\u0646 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u062c\u0647\u062a\u06cc \u06a9\u0647 \u0634\u06cc\u0628 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f\u060c \u0628\u0647 \u0631\u0648\u0632 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0648\u0631\u0647 ( Epoch )\u060c \u0645\u0627 \u0628\u0627\u06cc\u062f:<\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0647\u0631 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0627\u06cc \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u0645 ( \u067e\u06cc\u0634 \u0631\u0648\u06cc ( Forward Pass ) ).<\/li>\n<li>\u0647\u0631 \u062e\u0637\u0627\u06cc\u06cc \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u0645.<\/li>\n<li>\u062e\u0637\u0627 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0639\u0642\u0628 \u0627\u0646\u062a\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f (\u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u062e\u0637\u0627) \u062a\u0627 \u0627\u0647\u0645\u06cc\u062a \u0647\u0631 \u0648\u0632\u0646 \u062f\u0631 \u0627\u06cc\u0646 \u062e\u0637\u0627 \u0631\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u0645.<\/li>\n<li>\u0648 \u062f\u0631 \u0622\u062e\u0631\u060c \u0648\u0632\u0646 \u0631\u0627 \u0628\u0647 \u062a\u0628\u0639 \u0622\u0646 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u0645.<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u0628\u06cc\u0627\u06cc\u06cc\u062f \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0627\u0631\u06cc\u0645:<\/p>\n<ul>\n<li style=\"text-align: justify;\">\u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc \u0627\u0632 \u06f1\u06f0\u06f0\u06f0\u06f0\u06f0 \u0646\u0645\u0648\u0646\u0647\u060c<\/li>\n<li style=\"text-align: justify;\">\u0647\u0631 \u067e\u06cc\u0634 \u0631\u0648\u06cc \u06f2ms \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f.<\/li>\n<li style=\"text-align: justify;\">\u0647\u0631 \u0645\u062d\u0627\u0633\u0628\u0647 \u062e\u0637\u0627 \u06f1ms \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f.<\/li>\n<li style=\"text-align: justify;\">\u0647\u0631 \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u06f3ms \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"812\" height=\"49\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u062f\u0631-\u0647\u0631-\u062f\u0648\u0631\u0647.png\" alt=\"\u0632\u0645\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u062f\u0631 \u0647\u0631 \u062f\u0648\u0631\u0647\" class=\"wp-image-5477\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u062f\u0631-\u0647\u0631-\u062f\u0648\u0631\u0647.png 812w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u062f\u0631-\u0647\u0631-\u062f\u0648\u0631\u0647-300x18.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u062f\u0631-\u0647\u0631-\u062f\u0648\u0631\u0647-768x46.png 768w\" sizes=\"(max-width: 812px) 100vw, 812px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0639\u0645\u0648\u0644 \u0628\u0647 \u0647\u0645\u06af\u0631\u0627\u06cc\u06cc \u0645\u0646\u0627\u0633\u0628 \u0635\u062f \u0647\u0627 \u060c \u06cc\u0627 \u062d\u062a\u06cc \u0647\u0632\u0627\u0631\u0627\u0646 \u062f\u0648\u0631\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0641\u0631\u0636 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0627 \u0628\u0647 \u06f1\u06f0\u06f0 \u062f\u0648\u0631\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645\u060c \u06a9\u0647 \u062a\u0639\u062f\u0627\u062f \u06a9\u0645\u06cc \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0627 \u0686\u0642\u062f\u0631 \u0637\u0648\u0644 \u062e\u0648\u0627\u0647\u062f \u06a9\u0634\u06cc\u062f\u061f<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"649\" height=\"50\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0647\u0631-\u062f\u0648\u0631\u0647-\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc-\u062a\u0635\u0627\u062f\u0641\u06cc.png\" alt=\"\u0632\u0645\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0647\u0631 \u062f\u0648\u0631\u0647 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc\" class=\"wp-image-5478\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0647\u0631-\u062f\u0648\u0631\u0647-\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc-\u062a\u0635\u0627\u062f\u0641\u06cc.png 649w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0647\u0631-\u062f\u0648\u0631\u0647-\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc-\u062a\u0635\u0627\u062f\u0641\u06cc-300x23.png 300w\" sizes=\"(max-width: 649px) 100vw, 649px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0632\u0645\u0627\u0646 \u062e\u06cc\u0644\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0627\u0633\u062a. \u0648 \u062e\u0648\u0634 \u0628\u06cc\u0646\u0627\u0646\u0647 \u0641\u0631\u0636 \u06a9\u0631\u062f\u06cc\u0645 \u06a9\u0647 \u0641\u0642\u0637 \u06f1\u06f0\u06f0\u06f0\u06f0\u06f0 \u0646\u0645\u0648\u0646\u0647 \u062f\u0627\u0634\u062a\u06cc\u0645. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u062a\u0635\u0648\u06cc\u0631 \u062e\u0627\u0644\u0635 \u0627\u0632 \u06f1\u066b\u06f2 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0635\u0648\u06cc\u0631 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0647\u0631 \u062f\u0648\u0631\u0647 \u06f2 \u0633\u0627\u0639\u062a \u06cc\u0627 \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631 \u06f8\u066b\u06f3 \u0631\u0648\u0632 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f. \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0647\u0641\u062a\u0647 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u0631\u0641\u062a\u0627\u0631 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0632\u0645\u0627\u0646 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0648\u0627\u062d\u062f \u0627\u0633\u062a \u06a9\u0647 \u0647\u0631 \u0628\u0627\u0631 \u06a9\u0647 \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u0648\u0632\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u0645\u060c \u0628\u0647 \u0637\u0648\u0631 \u062a\u0635\u0627\u062f\u0641\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0631\u0648\u0634 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc ( Stochastic Gradient Descent ) \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u060c \u0645\u0627 \u0641\u0642\u0637 \u0628\u0627\u06cc\u062f \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627\u060c \u062e\u0637\u0627 \u0647\u0627 \u0648 &nbsp;\u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0648\u0632\u0646 \u0647\u0627\u060c \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0628\u0627\u0639\u062b \u06a9\u0627\u0647\u0634 \u06a9\u0644 \u0632\u0645\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"758\" height=\"47\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0647\u0631-\u062f\u0648\u0631\u0647-\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc-\u062a\u0635\u0627\u062f\u0641\u06cc-\u062f\u0633\u062a\u0647-\u06a9\u0648\u0686\u06a9.png\" alt=\"\u0632\u0645\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0647\u0631 \u062f\u0648\u0631\u0647 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u062f\u0633\u062a\u0647 \u06a9\u0648\u0686\u06a9\" class=\"wp-image-5480\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0647\u0631-\u062f\u0648\u0631\u0647-\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc-\u062a\u0635\u0627\u062f\u0641\u06cc-\u062f\u0633\u062a\u0647-\u06a9\u0648\u0686\u06a9.png 758w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0632\u0645\u0627\u0646-\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0647\u0631-\u062f\u0648\u0631\u0647-\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc-\u062a\u0635\u0627\u062f\u0641\u06cc-\u062f\u0633\u062a\u0647-\u06a9\u0648\u0686\u06a9-300x19.png 300w\" sizes=\"(max-width: 758px) 100vw, 758px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u0628\u0632\u0631\u06af \u0627\u0633\u062a. \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u06cc\u06a9 \u0636\u0631\u0631 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0632 \u0628\u06cc\u0646 \u0627\u06cc\u0646 \u062f\u0648 \u0645\u0633\u06cc\u0631\u060c \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0631\u0627 \u0641\u06a9\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0632 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u061f \u0648 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0627\u0632 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u061f<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"1024\" height=\"627\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u0645\u0642\u0627\u06cc\u0633\u0647-\u0627\u0646\u0648\u0627\u0639-\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc-1024x627.png\" alt=\"\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0627\u0646\u0648\u0627\u0639 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc\" class=\"wp-image-5481\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u0645\u0642\u0627\u06cc\u0633\u0647-\u0627\u0646\u0648\u0627\u0639-\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc-1024x627.png 1024w, 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\u062f\u0627\u062f\u06cc\u0645\u060c \u0632\u06cc\u0631\u0627 \u0627\u0632 \u062a\u0639\u062f\u0627\u062f N \u0646\u0645\u0648\u0646\u0647 \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0645\u0627 \u062f\u0627\u0631\u062f\u060c \u0628\u0647 K \u0646\u0645\u0648\u0646\u0647 \u0631\u0641\u062a\u06cc\u0645\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 K &lt;&lt; N<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0627 \u0639\u0646\u0648\u0627\u0646 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u062f\u0633\u062a\u0647 \u06a9\u0648\u0686\u06a9 (Mini-batch Stochastic Gradient Descent ) \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0645\u0639\u0631\u0648\u0641 \u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u062f\u0631 \u0639\u0645\u0644 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">K \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062a\u0648\u0627\u0646 \u06f2 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u0634\u0648\u062f\u060c \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0627\u0632 \u0628\u0631\u062e\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0647\u0627\u06cc\u06cc \u06a9\u0647 GPU \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u062f\u0627\u0631\u0646\u062f\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u06cc\u06a9 K \u0645\u0639\u0645\u0648\u0644\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a K = 32 \u0628\u0627\u0634\u062f\u060c \u0627\u0645\u0627 \u062f\u0631 \u067e\u0627\u06cc\u0627\u0646\u060c \u062a\u0648\u0633\u0637 \u062d\u0627\u0641\u0638\u0647 GPU \u0645\u062d\u062f\u0648\u062f \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0647\u0631\u0686\u0647 K \u06a9\u0645 \u062a\u0631 \u0628\u0627\u0634\u062f\u060c \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u062e\u0627\u0644\u0635 \u0634\u0628\u0627\u0647\u062a \u0645\u06cc \u06cc\u0627\u0628\u062f\u060c \u0648 \u062f\u0648\u0631\u0647 \u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0647\u0645\u06af\u0631\u0627\u06cc\u06cc \u0646\u06cc\u0627\u0632 \u062e\u0648\u0627\u0647\u0646\u062f \u062f\u0627\u0634\u062a\u060c \u0627\u06af\u0631\u0686\u0647 \u0627\u06cc\u0646 \u0646\u06cc\u0632 \u0635\u062d\u062a \u062f\u0627\u0631\u062f \u06a9\u0647 \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0633\u0631\u06cc\u0639 \u062a\u0631 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0632 \u0637\u0631\u0641 \u062f\u06cc\u06af\u0631\u060c \u0647\u0631\u0686\u0647 K \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627\u0634\u062f\u060c \u0628\u06cc\u0634\u062a\u0631 \u0634\u0628\u06cc\u0647 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062e\u0627\u0644\u0635 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u0648 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0647\u0631 \u062f\u0648\u0631\u0647\u060c \u0645\u0634\u06a9\u0644 \u0628\u06cc\u0634\u062a\u0631\u06cc \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a\u060c \u0627\u0645\u0627 \u0628\u0631\u0627\u06cc \u0647\u0645\u06af\u0631\u0627\u06cc\u06cc \u0628\u0647 \u062f\u0648\u0631\u0647 \u0647\u0627\u06cc \u06a9\u0645\u062a\u0631\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%86%D8%B1%D8%AE_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%88_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%D9%87_%D8%AF%D8%B3%D8%AA%D9%87\"><\/span><strong>\u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u062f\u0633\u062a\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u062f\u0633\u062a\u0647 \u062f\u0648 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062f\u0631 \u0627\u0631\u062a\u0628\u0627\u0637 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%86%D8%B1%D8%AE_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C\"><\/span><strong>\u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u062f\u0627\u0646\u06cc\u062f\u060c (\u06cc\u0627 \u0627\u06af\u0631 \u0646\u0645\u06cc \u062f\u0627\u0646\u06cc\u062f\u060c <a href=\"https:\/\/towardsdatascience.com\/neural-networks-everything-you-wanted-to-know-327b78b730ab\" target=\"_blank\" rel=\"noopener\">\u0627\u06cc\u0646\u062c\u0627<\/a> \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f) \u0631\u0627\u0647 \u0628\u0647 \u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0648\u0632\u0646 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u06cc\u0646 \u0641\u0631\u0645\u0648\u0644 \u0647\u0627 \u0627\u0633\u062a:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"1024\" height=\"365\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0628\u0647-\u0631\u0648\u0632-\u0631\u0633\u0627\u0646\u06cc-\u0648\u0632\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-1024x365.png\" alt=\"\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0648\u0632\u0646 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc\" class=\"wp-image-5482\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0628\u0647-\u0631\u0648\u0632-\u0631\u0633\u0627\u0646\u06cc-\u0648\u0632\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-1024x365.png 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0628\u0647-\u0631\u0648\u0632-\u0631\u0633\u0627\u0646\u06cc-\u0648\u0632\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-300x107.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0628\u0647-\u0631\u0648\u0632-\u0631\u0633\u0627\u0646\u06cc-\u0648\u0632\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-768x274.png 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0628\u0647-\u0631\u0648\u0632-\u0631\u0633\u0627\u0646\u06cc-\u0648\u0632\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.png 1226w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0622\u0646\u0686\u0647 \u062f\u0631 (\u2202E<sub>total \/<\/sub> \u2202W<sub>n<\/sub>) \u0636\u0631\u0628 \u0645\u06cc \u0634\u0648\u062f \u03b7 \u06a9\u0647 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u06cc\u0627\u0646\u06af\u0631 \u0627\u0647\u0645\u06cc\u062a\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0628\u0647 \u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0647\u0631 \u0648\u0632\u0646 \u0628\u0647 \u062e\u0637\u0627 \u0627\u0637\u0644\u0627\u0642 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0627\u06cc\u0646 \u06cc\u0639\u0646\u06cc \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631 \u0648\u0632\u0646 \u0647\u0627 \u0686\u0642\u062f\u0631 \u0633\u0631\u06cc\u0639 \u06cc\u0627 \u0646\u0627\u06af\u0647\u0627\u0646\u06cc \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u06cc\u06a9 \u03b7 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0627\u0644\u0627\u060c \u062f\u0631 \u0645\u0631\u0627\u062d\u0644 \u0628\u0632\u0631\u06af\u06cc \u0627\u0632 \u06cc\u06a9 \u062a\u06a9\u0631\u0627\u0631 \u0628\u0647 \u062f\u06cc\u06af\u0631\u06cc \u060c \u0628\u0627\u0639\u062b \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u06af\u0647\u0627\u0646\u06cc \u062f\u0631 \u0648\u0632\u0646 \u062e\u0648\u0627\u0647\u062f \u0634\u062f\u060c \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0639\u062b \u067e\u0631\u06cc\u062f\u0646 \u0627\u0632 \u062d\u062f\u0627\u0642\u0644 \u0634\u0648\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"745\" height=\"297\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u062a\u063a\u06cc\u06cc\u0631-\u0648\u0632\u0646-\u0647\u0627.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u062a\u063a\u06cc\u06cc\u0631 \u0648\u0632\u0646 \u0647\u0627\" class=\"wp-image-5483\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u062a\u063a\u06cc\u06cc\u0631-\u0648\u0632\u0646-\u0647\u0627.png 745w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u062a\u063a\u06cc\u06cc\u0631-\u0648\u0632\u0646-\u0647\u0627-300x120.png 300w\" sizes=\"(max-width: 745px) 100vw, 745px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0627\u0645\u06a9\u0627\u0646 \u062f\u06cc\u06af\u0631 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u03b7 \u0628\u0633\u06cc\u0627\u0631 \u067e\u0627\u06cc\u06cc\u0646 \u0627\u0633\u062a\u060c \u06a9\u0647 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u0634\u0628\u06a9\u0647 \u0645\u0627 \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0642\u0627\u0628\u0644 \u0642\u0628\u0648\u0644\u060c \u0628\u0647 \u062f\u0648\u0631\u0647 \u0647\u0627\u06cc \u062e\u06cc\u0644\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0627\u062d\u062a\u06cc\u0627\u062c \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0631\u06cc\u0633\u06a9 \u0628\u0647 \u062f\u0627\u0645 \u0627\u0641\u062a\u0627\u062f\u0646 \u062f\u0631 \u0628\u062f\u062a\u0631\u06cc\u0646 \u062d\u062f\u0627\u0642\u0644 \u0646\u0633\u0628\u062a \u0628\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u03b7 \u0628\u0627\u0644\u0627\u062a\u0631 \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u0645 \u0631\u0627 \u062f\u0627\u0631\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"289\" height=\"254\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0647\u0645\u06af\u0631\u0627\u06cc\u06cc-\u0645\u0644\u0627\u06cc\u0645-\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc.jpg\" alt=\"\u0647\u0645\u06af\u0631\u0627\u06cc\u06cc \u0645\u0644\u0627\u06cc\u0645 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\" class=\"wp-image-5484\" title=\"\"><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u0631 \u0645\u0648\u0631\u062f \u062d\u062f\u0627\u0642\u0644 \u0647\u0627 \u0635\u062d\u0628\u062a \u06a9\u0646\u06cc\u0645 : \u0622\u0646\u0686\u0647 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0627 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0647 \u0622\u0646 \u062f\u0633\u062a \u0645\u06cc \u06cc\u0627\u0628\u06cc\u0645 \u060c \u062d\u062f\u0627\u0642\u0644 \u0633\u0631\u0627\u0633\u0631\u06cc \u062a\u0627\u0628\u0639 \u0645\u0627 \u0646\u06cc\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u06cc\u06a9 \u062d\u062f\u0627\u0642\u0644 \u0645\u062d\u0644\u06cc \u0648 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0627\u0641\u06cc \u0645\u0646\u0627\u0633\u0628\u060c \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0635\u062d\u06cc\u062d \u0648\u0638\u0627\u06cc\u0641\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u062a\u0648\u0633\u0639\u0647 \u0622\u0646 \u0647\u0633\u062a\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u0622\u0646\u0686\u0647 \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06cc\u06a9 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0637\u0644\u0648\u0628 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u062f\u0647\u062f \u06a9\u0647 \u062e\u0637\u0627 \u0631\u0627 \u0628\u0627 \u06af\u0630\u0634\u062a \u0632\u0645\u0627\u0646 \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u0645\u060c \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u062e\u0648\u062f \u0628\u0631\u0633\u06cc\u0645. \u062f\u0631 \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u0627\u06cc\u0646 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0637 \u0642\u0631\u0645\u0632 \u0645\u06cc \u0628\u0627\u0634\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"473\" height=\"422\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0645\u0642\u0627\u06cc\u0633\u0647-\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc.jpg\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\" class=\"wp-image-5485\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0645\u0642\u0627\u06cc\u0633\u0647-\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc.jpg 473w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0645\u0642\u0627\u06cc\u0633\u0647-\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-300x268.jpg 300w\" sizes=\"(max-width: 473px) 100vw, 473px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0648 \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u062d\u062f \u0645\u0637\u0644\u0648\u0628 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u062a\u0646\u0632\u0644 \u0628\u0647 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f \u0627\u0639\u0645\u0627\u0644 \u06a9\u0646\u06cc\u0645. \u0627\u06cc\u0646 \u062a\u0646\u0632\u0644 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0631\u0627 \u0628\u0627 \u06af\u0630\u0634\u062a \u0632\u0645\u0627\u0646 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0645\u06cc \u0631\u0633\u06cc\u0645 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0627\u0641\u06cc \u06a9\u0648\u0686\u06a9 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u06a9\u0647 \u0627\u0632 \u067e\u0631\u0634 \u0622\u0646 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"526\" height=\"275\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc.jpg\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\" class=\"wp-image-5486\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc.jpg 526w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-300x157.jpg 300w\" sizes=\"(max-width: 526px) 100vw, 526px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c\u0645\u0627 \u0647\u0645 \u0627\u0632 \u0627\u0646\u062a\u0638\u0627\u0631 \u0637\u0648\u0644\u0627\u0646\u06cc \u0628\u0631\u0627\u06cc \u0647\u0645\u06af\u0631\u0627\u06cc\u06cc \u0628\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06cc\u06a9 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645\u060c \u0648 \u0647\u0645 \u067e\u0631\u0634 \u062d\u062f\u0627\u0642\u0644 \u062e\u0648\u062f\u060c \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0632\u06cc\u0631\u0627 \u0647\u0631\u0686\u0647 \u0628\u0647 \u0622\u0646 \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631 \u0628\u0627\u0634\u06cc\u0645\u060c \u0642\u062f\u0645 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062c\u0647\u062a \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u0622\u0646 \u0628\u0631 \u0645\u06cc \u062f\u0627\u0631\u06cc\u0645\u060c \u06a9\u0648\u0686\u06a9\u062a\u0631 \u0627\u0633\u062a.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%D9%87_%D8%AF%D8%B3%D8%AA%D9%87\"><\/span><strong>\u0627\u0646\u062f\u0627\u0632\u0647 \u062f\u0633\u062a\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u0622\u0648\u0631\u06cc \u0628\u062e\u0634 \u0642\u0628\u0644\u06cc\u060c \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u06cc\u06a9 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u062f\u0633\u062a\u0647 \u06a9\u0648\u0686\u06a9 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 K = 1 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0648 K \u062f\u0631 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u062f\u0633\u062a\u0647 \u06a9\u0648\u0686\u06a9 \u060c \u062a\u0639\u062f\u0627\u062f \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0647\u0631 \u0628\u0627\u0631 \u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u0648\u0632\u0646 \u0647\u0627 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0645\u0647\u0645 \u0646\u06cc\u0633\u062a \u0648 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u062d\u062f\u0627\u06a9\u062b\u0631 \u062a\u0639\u062f\u0627\u062f \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 GPU \u0645\u0627 \u062c\u0627\u06cc \u0628\u06af\u06cc\u0631\u0646\u062f\u060c \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0645\u0627 \u06cc\u06a9 GPU \u0628\u0627 \u06f8 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a \u062d\u0627\u0641\u0638\u0647 \u062f\u0627\u0631\u06cc\u0645\u060c \u0627\u06af\u0631 \u0647\u0631 \u062a\u0635\u0648\u06cc\u0631\u060c \u06f1MB \u0631\u0627 \u0627\u0634\u063a\u0627\u0644 \u06a9\u0646\u062f\u060c \u0686\u0646\u062f \u0646\u0645\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u062c\u0627\u06cc \u0628\u062f\u0647\u06cc\u0645\u061f<\/p>\n<p style=\"text-align: justify;\">\u062e\u0628\u060c \u06a9\u0627\u0631 \u0622\u0633\u0627\u0646\u06cc \u0646\u06cc\u0633\u062a! \u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0634\u0628\u06a9\u0647 \u062f\u0627\u0631\u062f. \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0645\u062a\u0631\u0627\u06a9\u0645 ( &nbsp;Dense) \u06cc\u0627 \u06a9\u0627\u0645\u0644\u0627\u064b \u0645\u062a\u0635\u0644 (Fully Connected &nbsp;) (\u06a9\u0647 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0633\u0646\u062a\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0647\u0645\u0647 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627 \u0628\u0627 \u0647\u0645\u0647 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0644\u0627\u06cc\u0647 \u0628\u0639\u062f\u06cc \u0628\u0647 \u0647\u0645 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0627\u0646\u062f.) \u0645\u0648\u0627\u0631\u062f\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0647\u0645\u0627\u0646 \u0647\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062d\u0627\u0641\u0638\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0627\u0634\u063a\u0627\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u060c \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u067e\u0648\u0644\u06cc\u0646\u06af\u060c \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u062d\u0630\u0641 \u06a9\u0646\u0646\u062f\u0647 ( Dropout ) \u062f\u0627\u0631\u06cc\u0645. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062f\u0631 \u0639\u0645\u0644\u060c \u0645\u062d\u0627\u0633\u0628\u0647 \u062d\u062f\u0627\u06a9\u062b\u0631 \u062a\u0639\u062f\u0627\u062f \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u060c \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u062f\u0634\u0648\u0627\u0631 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0645\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u06cc\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0647\u0627\u06cc \u062f\u0633\u062a\u0647 \u0647\u0627 \u0631\u0627 \u0645\u0636\u0631\u0628 \u06f2 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0631\u062f\u0647 \u0648 \u06a9\u0647 \u062f\u0631 \u0635\u0648\u0631\u062a \u062e\u0637\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0622\u0646 \u0647\u0627 \u0631\u0627 \u06a9\u0645 \u06a9\u0646\u06cc\u0645. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u0645\u0627 \u0628\u0627 \u06f5\u06f1\u06f2 \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0627\u06af\u0631 \u062e\u0637\u0627\u06cc\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u0628\u0647 \u06f2\u06f5\u06f6 \u060c \u06f1\u06f2\u06f8 \u060c \u06f6\u06f4 \u060c \u06f3\u06f2 \u060c \u06f1\u06f6 \u060c \u06f8 \u060c \u06f4 \u060c \u06f2 \u0648 \u062d\u062a\u06cc \u06f1 \u067e\u0627\u06cc\u06cc\u0646 \u0645\u06cc \u0631\u0648\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0633\u062a\u0647 \u0628\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0634\u0628\u06a9\u0647 \u0634\u0645\u0627\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u062c\u0628\u0648\u0631 \u0634\u0648\u06cc\u062f \u0627\u0632 K = 1 \u0648 \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0632 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0627\u06af\u0631\u0686\u0647 \u0627\u063a\u0644\u0628 \u062a\u0631\u062c\u06cc\u062d \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0645\u062b\u0627\u0644 \u0627\u0632 &nbsp;&nbsp;512\u062f\u0631 \u06f5\u06f1\u06f2 \u0628\u0647 \u06f2\u06f5\u06f6 \u062f\u0631 \u06f2\u06f5\u06f6 \u06cc\u0627 \u06f1\u06f2\u06f8 \u062f\u0631 \u06f1\u06f2\u06f8 \u067e\u06cc\u06a9\u0633\u0644 \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u062f \u0648 \u0627\u0632 \u06cc\u06a9 K \u0628\u0632\u0631\u06af\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B1%D8%AA%D8%A8%D8%A7%D8%B7_%D9%86%D8%B1%D8%AE_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%88_%D8%A7%D9%86%D8%AF%D8%A7%D8%B2%D9%87_%D8%AF%D8%B3%D8%AA%D9%87\"><\/span><strong>\u0627\u0631\u062a\u0628\u0627\u0637 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u062f\u0633\u062a\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0631\u0627 \u0628\u0627\u06cc\u062f \u062f\u0631 \u0646\u0638\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u062f\u0633\u062a\u0647 \u0645\u0631\u0628\u0648\u0637 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u0628\u0647 K = 1 \u0646\u0632\u062f\u06cc\u06a9 \u0634\u0648\u06cc\u0645\u060c \u0628\u0627\u06cc\u062f \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0631\u0627 \u06a9\u0645 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0628\u0647 \u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0647\u0627\u06cc \u0648\u0632\u0646 \u0647\u0627 \u0627\u0647\u0645\u06cc\u062a \u06a9\u0645\u062a\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f\u060c \u0632\u06cc\u0631\u0627 \u0628\u0647 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc\u060c \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631 \u0628\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0628\u0627 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u062a\u06a9 \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647\u060c \u0627\u06af\u0631 \u0627\u0632 \u06cc\u06a9 \u0627\u0646\u062f\u0627\u0632\u0647 \u062f\u0633\u062a\u0647 \u06cc \u06a9\u0645\u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u0634\u0648\u062f \u0627\u0632 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u06a9\u0645\u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f \u0627\u0645\u0627 \u0645\u0627 \u0628\u0627\u06cc\u062f \u062a\u0639\u062f\u0627\u062f \u062f\u0648\u0631\u0647 \u0647\u0627 \u0631\u0627 \u0646\u06cc\u0632 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u06cc\u0645\u060c \u0632\u06cc\u0631\u0627 \u0634\u0631\u0627\u06cc\u0637 \u062f\u0648\u0645 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0627 \u0632\u0645\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0647\u0645\u06af\u0631\u0627\u06cc\u06cc \u0635\u0631\u0641 \u06a9\u0646\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D9%88%D8%A7%D8%A8%D8%B9_%D8%B6%D8%B1%D8%B1_%D9%88_%D9%81%D8%B9%D8%A7%D9%84_%D8%B3%D8%A7%D8%B2%DB%8C\"><\/span><strong>\u062a\u0648\u0627\u0628\u0639 \u0636\u0631\u0631 \u0648 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D8%A7%D8%A8%D8%B9_%D8%B6%D8%B1%D8%B1\"><\/span><strong>\u062a\u0627\u0628\u0639 \u0636\u0631\u0631<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u062a\u0627\u0628\u0639 \u0636\u0631\u0631 \u062a\u0627\u0628\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0645\u06cc \u06af\u0648\u06cc\u062f \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627\u06cc \u0645\u0627 \u0686\u0642\u062f\u0631 \u0627\u0634\u062a\u0628\u0627\u0647 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062d\u062f\u0633 \u0628\u0632\u0646\u06cc\u0645 \u06a9\u0647 \u0641\u0642\u0637 \u0628\u0627 \u062f\u06cc\u062f\u0646 \u06cc\u06a9 \u0639\u06a9\u0633 \u0686\u0642\u062f\u0631 \u06cc\u06a9 \u062e\u0627\u0646\u0647 \u0645\u06cc \u0627\u0631\u0632\u06cc\u062f. \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0627 \u067e\u06cc\u06a9\u0633\u0644 \u0647\u0627\u06cc \u0639\u06a9\u0633 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0648 \u0639\u062f\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062e\u0631\u0648\u062c\u06cc \u06a9\u0647 \u0642\u06cc\u0645\u062a \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f\u060c \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u06af\u0648\u06cc\u06cc\u0645 \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0642\u06cc\u0645\u062a \u062e\u0627\u0646\u0647 \u0631\u0627 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u0647\u0633\u062a\u06cc\u0645 \u0648 \u0627\u06cc\u0646 \u062e\u0627\u0646\u0647 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0645\u0627 \u0627\u0633\u062a. \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0639\u0628\u0648\u0631 \u0645\u06cc \u06a9\u0646\u062f\u060c \u06cc\u06a9 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u06a9\u0647 \u06cc\u0639\u0646\u06cc \u0627\u0631\u0632\u0634 \u0622\u0646 \u06f3\u06f2\u06f3\u060c\u06f5\u06f6\u06f7 \u062f\u0644\u0627\u0631 \u0627\u0633\u062a. \u062d\u0642\u06cc\u0642\u062a \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062e\u0627\u0646\u0647 \u06f6\u06f0\u06f0\u06f0\u06f0\u06f0 \u062f\u0644\u0627\u0631 \u0627\u0631\u0632\u0634 \u062f\u0627\u0631\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0648\u0627\u0636\u062d \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f \u06a9\u0647 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0636\u0631\u0631 \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0628\u0627\u0634\u062f:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"498\" height=\"51\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0627\u0628\u0639-\u0636\u0631\u0631-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc.png\" alt=\"\u062a\u0627\u0628\u0639 \u0636\u0631\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc\" class=\"wp-image-5487\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0627\u0628\u0639-\u0636\u0631\u0631-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc.png 498w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0627\u0628\u0639-\u0636\u0631\u0631-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-300x31.png 300w\" sizes=\"(max-width: 498px) 100vw, 498px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0628\u0627 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647\u060c \u0645\u062a\u062f\u0627\u0648\u0644 \u062a\u0631\u06cc\u0646 \u062a\u0648\u0627\u0628\u0639 \u0636\u0631\u0631 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0628\u0631\u0627\u06cc \u0645\u0633\u0627\u0626\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646<\/strong><\/h4>\n<ul style=\"text-align: justify;\">\n<li>\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u0631\u0628\u0639\u0627\u062a \u062e\u0637\u0627 (Mean Squared Error )<\/li>\n<li>\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u062e\u0637\u0627\u06cc \u0645\u0637\u0644\u0642 ( Mean Absolute Error )<\/li>\n<\/ul>\n<h4 style=\"text-align: justify;\"><strong>\u0628\u0631\u0627\u06cc \u0645\u0633\u0627\u0626\u0644 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc<\/strong><\/h4>\n<ul style=\"text-align: justify;\">\n<li>\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u062f\u0648 \u062f\u0648\u06cc\u06cc ( Binary Cross-Entropy )<\/li>\n<li>\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0645\u0648\u0636\u0648\u0639\u06cc ( Categorical Cross-Entropy )<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0622\u0646 \u0647\u0627 \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u0645:<\/p>\n<ul>\n<li style=\"text-align: justify;\">\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u0631\u0628\u0639\u0627\u062a \u062e\u0637\u0627 :<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"532\" height=\"246\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646-\u0645\u0631\u0628\u0639\u0627\u062a-\u062e\u0637\u0627.png\" alt=\"\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u0631\u0628\u0639\u0627\u062a \u062e\u0637\u0627\" class=\"wp-image-5488\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646-\u0645\u0631\u0628\u0639\u0627\u062a-\u062e\u0637\u0627.png 532w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646-\u0645\u0631\u0628\u0639\u0627\u062a-\u062e\u0637\u0627-300x139.png 300w\" sizes=\"(max-width: 532px) 100vw, 532px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u0631\u0628\u0639\u0627\u062a \u062e\u0637\u0627 \u06cc\u0627 &nbsp;MSE\u060c \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0627\u062e\u062a\u0644\u0627\u0641 \u0645\u0631\u0628\u0639\u0627\u062a \u0628\u06cc\u0646 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0648\u0627\u0642\u0639\u06cc \u0648 \u0646\u062a\u06cc\u062c\u0647 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0631\u0686\u0647 \u0641\u0627\u0635\u0644\u0647 \u0628\u0632\u0631\u06af\u062a\u0631 \u0628\u0627\u0634\u062f\u060c \u0622\u0646 \u0631\u0627 \u0628\u06cc\u0634\u062a\u0631 \u062c\u0631\u06cc\u0645\u0647 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0631\u0648\u0634&nbsp; \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u062f\u0631 \u0645\u0633\u0627\u0626\u0644 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0627\u0633\u062a.<\/p>\n<ul>\n<li style=\"text-align: justify;\">\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u062e\u0637\u0627\u06cc \u0645\u0637\u0644\u0642 :<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"526\" height=\"255\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646-\u062e\u0637\u0627\u06cc-\u0645\u0637\u0644\u0642.png\" alt=\"\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u062e\u0637\u0627\u06cc \u0645\u0637\u0644\u0642\" class=\"wp-image-5489\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646-\u062e\u0637\u0627\u06cc-\u0645\u0637\u0644\u0642.png 526w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646-\u062e\u0637\u0627\u06cc-\u0645\u0637\u0644\u0642-300x145.png 300w\" sizes=\"(max-width: 526px) 100vw, 526px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u062e\u0637\u0627 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u0637\u0644\u0642 \u06cc\u0627 &nbsp;MAE\u060c \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0627\u062e\u062a\u0644\u0627\u0641 \u0645\u0637\u0644\u0642 \u0628\u06cc\u0646 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0648\u0627\u0642\u0639\u06cc \u0648 \u0646\u062a\u06cc\u062c\u0647 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06af\u0631 \u0645\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0628\u0631\u062f \u06a9\u0627\u0631 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u0645\u060c \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u0632 &#8220;\u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc&#8221; \u0628\u0627\u0639\u062b \u06a9\u0627\u0647\u0634 MAE \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AE%D8%AA%D9%84%D8%A7%D9%81_%D8%A2%D9%86%D8%AA%D8%B1%D9%88%D9%BE%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span><strong>\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0686\u06cc\u0633\u062a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u06cc\u0645 \u06a9\u0647 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0686\u06cc\u0633\u062a. \u067e\u0633 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0631\u0627 \u0628\u0627 \u0686\u0646\u062f \u0645\u062b\u0627\u0644 \u0646\u0634\u0627\u0646 \u062f\u0647\u06cc\u0645:<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0645\u062b\u0627\u0644 \u06f1<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0646\u062c\u0627\u0645 \u06cc\u06a9 \u0628\u0627\u0632\u06cc \u0647\u0633\u062a\u06cc\u0645: \u06cc\u06a9 \u06a9\u06cc\u0633\u0647 \u0628\u0627 \u062a\u0648\u067e \u0647\u0627\u06cc \u0631\u0646\u06af\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u0631\u06cc\u0645 \u0648 \u0647\u062f\u0641 \u0628\u0627\u0632\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u062d\u062f\u0627\u0642\u0644 \u0633\u0648\u0627\u0644\u0627\u062a\u060c \u062d\u062f\u0633 \u0628\u0632\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0627\u0648\u0637\u0644\u0628 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0627\u0632 \u0631\u0646\u06af \u0647\u0627 \u0631\u0627 \u0628\u06cc\u0631\u0648\u0646 \u06a9\u0634\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u0645\u0627 \u06cc\u06a9 \u062a\u0648\u067e \u0622\u0628\u06cc\u060c \u06cc\u06a9 \u062a\u0648\u067e \u0642\u0631\u0645\u0632\u060c \u06cc\u06a9 \u062a\u0648\u067e \u0633\u0628\u0632 \u0648 \u06cc\u06a9 \u062a\u0648\u067e \u0646\u0627\u0631\u0646\u062c\u06cc \u062f\u0627\u0631\u06cc\u0645:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"287\" height=\"106\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u062a\u0648\u067e-\u0647\u0627\u06cc-\u0631\u0646\u06af\u06cc.png\" alt=\"\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u062a\u0648\u067e \u0647\u0627\u06cc \u0631\u0646\u06af\u06cc\" class=\"wp-image-5491\" title=\"\"><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0647\u0631 \u062a\u0648\u067e \u0627\u062d\u062a\u0645\u0627\u0644 \u062e\u0631\u0648\u062c \u06f4\/\u06f1 \u0631\u0627 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0627\u0647\u06a9\u0627\u0631 \u0647\u0627 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0628\u062a\u062f\u0627 \u0633\u0624\u0627\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0622\u06cc\u0627 \u062a\u0648\u067e\u06cc \u06a9\u0647 \u0634\u0645\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc\u062f \u0622\u0628\u06cc \u06cc\u0627 \u0642\u0631\u0645\u0632 \u0627\u0633\u062a \u06cc\u0627 \u0646\u0647. \u0627\u06af\u0631 \u0686\u0646\u06cc\u0646 \u0628\u0627\u0634\u062f\u060c \u0645\u06cc \u067e\u0631\u0633\u06cc\u0645 \u062a\u0648\u067e \u0622\u0628\u06cc \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631\u060c \u0627\u06af\u0631 \u0627\u06cc\u0646\u06af\u0648\u0646\u0647 \u0646\u0628\u0627\u0634\u062f\u060c \u0645\u06cc \u067e\u0631\u0633\u06cc\u0645 \u0633\u0628\u0632 \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0627 \u0628\u0647 \u06f2 \u0633\u0624\u0627\u0644 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"453\" height=\"220\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u0627\u0648\u0644.png\" alt=\"\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0622\u0632\u0645\u0648\u0646 \u0627\u0648\u0644\" class=\"wp-image-5492\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u0627\u0648\u0644.png 453w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u0627\u0648\u0644-300x146.png 300w\" sizes=\"(max-width: 453px) 100vw, 453px\" \/><\/figure><\/div>\n\n\n<h4 style=\"text-align: justify;\"><strong>\u0645\u062b\u0627\u0644 \u06f2<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0628\u0627\u0631 \u06a9\u06cc\u0633\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0648\u067e \u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u06f2\/\u06f1 \u0622\u0628\u06cc\u060c \u06f4\/\u06f1 \u0642\u0631\u0645\u0632\u060c \u06f8\/\u06f1 \u0628\u0627 \u0631\u0646\u06af \u0633\u0628\u0632 \u0648 \u06f8\/\u06f1 \u0646\u0627\u0631\u0646\u062c\u06cc \u0627\u0633\u062a. \u0627\u06a9\u0646\u0648\u0646\u060c \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0628\u062a\u062f\u0627 \u0628\u067e\u0631\u0633\u06cc\u062f \u06a9\u0647 \u0622\u06cc\u0627 \u0622\u0628\u06cc \u0631\u0646\u06af \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631 \u0632\u06cc\u0631\u0627 \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u0647\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0628\u06cc\u0631\u0648\u0646 \u0622\u0645\u062f\u0646 \u0622\u0628\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0627\u06af\u0631 \u0686\u0646\u06cc\u0646 \u0628\u0627\u0634\u062f\u060c \u0628\u0627\u0632\u06cc \u0645\u0627 \u062a\u0645\u0627\u0645 \u0627\u0633\u062a. \u0627\u06af\u0631 \u0627\u06cc\u0646\u0637\u0648\u0631 \u0646\u06cc\u0633\u062a\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u067e\u0631\u0633\u06cc\u0645 \u06a9\u0647 \u0622\u06cc\u0627 \u0642\u0631\u0645\u0632 \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631\u060c \u06a9\u0647 \u06a9\u0644\u0627\u0633 \u0628\u0639\u062f\u06cc \u062f\u0631 \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0633\u062a. \u0627\u06af\u0631 \u0686\u0646\u06cc\u0646 \u0628\u0627\u0634\u062f \u060c \u0628\u0627\u0632\u06cc \u0645\u0627 \u062a\u0645\u0627\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06af\u0631 \u0646\u0647\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u067e\u0631\u0633\u06cc\u0645 \u06a9\u0647 \u0622\u06cc\u0627 \u0622\u0646 \u0633\u0628\u0632 \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631 (\u06cc\u0627 \u0622\u06cc\u0627 \u0646\u0627\u0631\u0646\u062c\u06cc \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631).<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"314\" height=\"265\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645.png\" alt=\"\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0622\u0632\u0645\u0648\u0646 \u062f\u0648\u0645\" class=\"wp-image-5493\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645.png 314w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645-300x253.png 300w\" sizes=\"(max-width: 314px) 100vw, 314px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u062d\u0627\u0644 \u0627\u062a\u0641\u0627\u0642\u06cc \u06a9\u0647 \u0645\u06cc \u0627\u0641\u062a\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0646\u06cc\u0645\u06cc \u0627\u0632 \u0645\u0648\u0627\u0642\u0639 (\u06f2\/\u06f1) \u0622\u0628\u06cc \u0627\u0633\u062a \u0648 \u0628\u0631\u0627\u06cc \u062d\u062f\u0633 \u0632\u062f\u0646 \u0645\u0627 \u06f1 \u0633\u0648\u0627\u0644 \u0647\u0632\u06cc\u0646\u0647 \u0645\u06cc \u0634\u0648\u062f.\u06f4\/\u06f1 \u0645\u0648\u0627\u0642\u0639 \u0642\u0631\u0645\u0632 \u0627\u0633\u062a \u0648 \u06f2 \u0633\u0648\u0627\u0644 \u0628\u0631\u0627\u06cc \u0645\u0627 \u0647\u0632\u06cc\u0646\u0647 \u062f\u0627\u0631\u062f. \u06f8\/\u06f1 \u0633\u0628\u0632 \u0627\u0633\u062a \u0648 \u06f3 \u0633\u0648\u0627\u0644 \u0628\u0631\u0627\u06cc \u0645\u0627 \u0647\u0632\u06cc\u0646\u0647 \u062f\u0627\u0631\u062f \u0648 \u0627\u06af\u0631 \u0646\u0627\u0631\u0646\u062c\u06cc \u0628\u0627\u0634\u062f \u0646\u06cc\u0632 \u0647\u0645\u06cc\u0646 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062a\u0639\u062f\u0627\u062f \u0633\u0624\u0627\u0644\u0627\u062a \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0628\u0631\u0627\u06cc \u062d\u062f\u0633 \u0632\u062f\u0646 \u06cc\u06a9 \u062a\u0648\u067e \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"737\" height=\"43\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645-\u0627\u062d\u062a\u0645\u0627\u0644.jpg\" alt=\"\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0622\u0632\u0645\u0648\u0646 \u062f\u0648\u0645 \u0627\u062d\u062a\u0645\u0627\u0644\" class=\"wp-image-5494\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645-\u0627\u062d\u062a\u0645\u0627\u0644.jpg 737w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645-\u0627\u062d\u062a\u0645\u0627\u0644-300x18.jpg 300w\" sizes=\"(max-width: 737px) 100vw, 737px\" \/><\/figure><\/div>\n\n\n<h4 style=\"text-align: justify;\"><strong>\u0645\u062b\u0627\u0644 \u06f3<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u0627\u06a9\u0646\u0648\u0646 \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u06cc\u06a9 \u06a9\u06cc\u0633\u0647 \u067e\u0631 \u0627\u0632 \u062a\u0648\u067e \u0647\u0627\u06cc \u0622\u0628\u06cc \u062f\u0627\u0631\u06cc\u0645. \u0686\u0646\u062f \u0633\u0624\u0627\u0644 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0628\u0641\u0647\u0645\u06cc\u0645 \u0631\u0646\u06af \u062a\u0648\u067e\u06cc \u06a9\u0647 \u0622\u0646 \u0647\u0627 \u0628\u06cc\u0631\u0648\u0646 \u0645\u06cc \u06a9\u0634\u0646\u062f\u060c \u0686\u06cc\u0633\u062a\u061f \u0647\u06cc\u0686\u060c \u06f0<\/p>\n<p style=\"text-align: justify;\">\u0627\u0632 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0639\u0628\u0627\u0631\u062a\u06cc \u0631\u0627 \u0628\u06cc\u0627\u0628\u06cc\u0645 \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0628\u0633\u062a\u0647 \u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u062a\u0648\u067e \u062a\u0639\u062f\u0627\u062f \u0633\u0624\u0627\u0644\u0627\u062a \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u0645. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u060c \u06cc\u06a9 \u062a\u0648\u067e \u0628\u0627 \u0627\u062d\u062a\u0645\u0627\u0644 p \u0633\u0624\u0627\u0644 \u0647\u0627\u06cc log<sub>2<\/sub> <sup>(1\/p)<\/sup> \u0631\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u062a\u0648\u067e \u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc p = 1\/8 \u0627\u0633\u062a \u060c \u0645\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645 \u0628\u0647 \u062a\u0639\u062f\u0627\u062f \u0633\u0648\u0627\u0644\u0627\u062a:<\/p>\n<p dir=\"ltr\"><strong class=\"jz li\">n_quest<\/strong>=log2(1\/(1\/8)=<strong class=\"jz li\">3<\/strong><\/p>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062a\u0639\u062f\u0627\u062f \u0633\u0624\u0627\u0644\u0627\u062a \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0631 \u06a9\u0644 \u0628\u0631\u0627\u0628\u0631 \u0627\u0633\u062a \u0628\u0627:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"353\" height=\"66\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u062a\u0639\u062f\u0627\u062f-\u06a9\u0644-\u0633\u0648\u0627\u0644\u0627\u062a.png\" alt=\"\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u062a\u0639\u062f\u0627\u062f \u06a9\u0644 \u0633\u0648\u0627\u0644\u0627\u062a\" class=\"wp-image-5495\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u062a\u0639\u062f\u0627\u062f-\u06a9\u0644-\u0633\u0648\u0627\u0644\u0627\u062a.png 353w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u062a\u0639\u062f\u0627\u062f-\u06a9\u0644-\u0633\u0648\u0627\u0644\u0627\u062a-300x56.png 300w\" sizes=\"(max-width: 353px) 100vw, 353px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u062f\u0631 \u067e\u0627\u06cc\u0627\u0646\u060c \u06cc\u06a9 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u0645\u0627 \u062f\u0646\u0628\u0627\u0644 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0628\u0648\u062f\u06cc\u0645\u060c \u062a\u0639\u062f\u0627\u062f \u0633\u0648\u0627\u0644\u0627\u062a \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u0631\u0646\u06af \u062a\u0648\u067e \u0631\u0627 \u062d\u062f\u0633 \u0628\u0632\u0646\u06cc\u0645\u060c \u0686\u0646\u062f \u062a\u0627 \u0627\u0633\u062a\u061f<\/p>\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u060c \u0647\u0631\u0686\u0647 \u0628\u0627\u0632\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u0628\u0627\u0634\u062f\u060c \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0628\u0627\u0644\u0627\u062a\u0631 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u0645\u062b\u0627\u0644 \u06f1&gt; \u0645\u062b\u0627\u0644 \u06f2&gt; \u0645\u062b\u0627\u0644 \u06f3\u066b<\/p>\n<p style=\"text-align: justify;\">\u062e\u0628\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u0645\u0627 \u0645\u06cc \u062f\u0627\u0646\u06cc\u0645 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0686\u06cc\u0633\u062a\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0686\u06cc\u0633\u062a.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A7%D8%AE%D8%AA%D9%84%D8%A7%D9%81_%D8%A2%D9%86%D8%AA%D8%B1%D9%88%D9%BE%DB%8C\"><\/span><strong>\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0645\u062b\u0627\u0644 \u06f1 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u06f2 \u067e\u06cc\u0634 \u06af\u0631\u0641\u062a\u0647 \u0627\u06cc\u0645:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"453\" height=\"220\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u0627\u0648\u0644.png\" alt=\"\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0622\u0632\u0645\u0648\u0646 \u0627\u0648\u0644\" class=\"wp-image-5492\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u0627\u0648\u0644.png 453w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u0627\u0648\u0644-300x146.png 300w\" sizes=\"(max-width: 453px) 100vw, 453px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u062f\u0648 \u0633\u0624\u0627\u0644 \u0645\u06cc \u067e\u0631\u0633\u06cc\u062f\u06cc\u0645 \u062a\u0627 \u062f\u0631\u06cc\u0627\u0628\u06cc\u0645 \u06a9\u0647 \u0631\u0646\u06af \u0622\u0646 \u0647\u0631 \u0686\u0647 \u06a9\u0647 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a. \u0627\u06af\u0631 \u062a\u0639\u062f\u0627\u062f \u06a9\u0644 \u0633\u0624\u0627\u0644\u0627\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u0645\u060c \u0628\u0627 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0622\u0648\u0631\u062f\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0627\u06cc\u0646 \u0628\u0627\u0631 \u0647\u0631 \u062a\u0648\u067e \u06cc\u06a9 \u0627\u062d\u062a\u0645\u0627\u0644 \u062f\u0627\u0631\u062f\u060c \u062f\u0627\u0631\u06cc\u0645:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"863\" height=\"43\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645-\u0627\u062d\u062a\u0645\u0627\u0644-2.jpg\" alt=\"\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0622\u0632\u0645\u0648\u0646 \u062f\u0648\u0645 \u0627\u062d\u062a\u0645\u0627\u0644 2\" class=\"wp-image-5496\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645-\u0627\u062d\u062a\u0645\u0627\u0644-2.jpg 863w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645-\u0627\u062d\u062a\u0645\u0627\u0644-2-300x15.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u0622\u0632\u0645\u0648\u0646-\u062f\u0648\u0645-\u0627\u062d\u062a\u0645\u0627\u0644-2-768x38.jpg 768w\" sizes=\"(max-width: 863px) 100vw, 863px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u06cc\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0627\u0632 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0645\u062b\u0627\u0644 \u06f1 \u0628\u062f\u062a\u0631 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u060c \u0645\u0646\u0637\u0642\u0627\u060c \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u062a\u0639\u062f\u0627\u062f \u0633\u0624\u0627\u0644\u0627\u062a \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0648 \u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u062a\u0639\u062f\u0627\u062f \u0633\u0648\u0627\u0644\u0627\u062a \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u06a9\u0631\u062f\u0646 \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0645\u06cc \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u060c \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0645\u0627 \u0633\u0639\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645 \u062d\u062f\u0627\u0642\u0644 \u0633\u0627\u0632\u06cc \u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0637\u0648\u0631 \u0631\u0633\u0645\u06cc \u060c \u0627\u06cc\u0646\u06af\u0648\u0646\u0647 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"396\" height=\"79\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u06a9\u0644.png\" alt=\"\u0627\u062e\u062a\u0644\u0627\u0641 \u0622\u0646\u062a\u0631\u0648\u067e\u06cc \u06a9\u0644\" class=\"wp-image-5497\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u06a9\u0644.png 396w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u062e\u062a\u0644\u0627\u0641-\u0622\u0646\u062a\u0631\u0648\u067e\u06cc-\u06a9\u0644-300x60.png 300w\" sizes=\"(max-width: 396px) 100vw, 396px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u06a9\u0647 \u062f\u0631 \u0622\u0646:<\/p>\n<ul style=\"text-align: justify;\">\n<li>pi \u0627\u062d\u062a\u0645\u0627\u0644 \u0648\u0627\u0642\u0639\u06cc \u062a\u0648\u067e \u0647\u0627 \u0627\u0633\u062a. (\u062f\u0631 \u0645\u062b\u0627\u0644 \u0645\u0627 \u06f1\/\u06f2 \u0628\u0631\u0627\u06cc \u0622\u0628\u06cc \u060c \u06f1\/\u06f4 \u0628\u0631\u0627\u06cc \u0642\u0631\u0645\u0632 \u0648 \u06f1\/\u06f8 \u0628\u0631\u0627\u06cc \u0633\u0628\u0632 \u0648 \u0646\u0627\u0631\u0646\u062c\u06cc)<\/li>\n<li>pi^ \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u062e\u0648\u062f \u0641\u0631\u0636 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645\u060c \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0647\u0645\u0647 \u062a\u0648\u067e \u0647\u0627 \u0628\u0647 \u0647\u0645\u0627\u0646 \u0627\u0646\u062f\u0627\u0632\u0647 \u0645\u062d\u062a\u0645\u0644 \u0647\u0633\u062a\u0646\u062f. (\u06f1\/\u06f4 \u0628\u0631\u0627\u06cc \u0647\u0645\u0647 \u0631\u0646\u06af \u0647\u0627)<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u06cc\u06a9 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u0628\u0647 \u06cc\u0627\u062f \u0622\u0648\u0631\u062f\u0646 \u0627\u06cc\u0646 \u06a9\u0647 \u0686\u0647 \u0686\u06cc\u0632\u06cc \u062f\u0631 \u06a9\u062c\u0627\u06cc \u0641\u0631\u0645\u0648\u0644 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f\u060c \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u062e\u0627\u0637\u0631 \u0628\u0633\u067e\u0627\u0631\u06cc\u0645 \u0622\u0646\u0686\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631\u06cc\u0627\u0628\u06cc\u0645 \u0686\u0646\u062f \u0633\u0624\u0627\u0644 \u062f\u0631 \u0637\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0645\u0627\u060c \u06a9\u0647 pi^ \u0627\u0633\u062a\u060c \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062f\u0631 \u062f\u0627\u062e\u0644 log2\u060c pi^ \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D9%88%D8%A7%D8%A8%D8%B9_%D9%81%D8%B9%D8%A7%D9%84%D8%B3%D8%A7%D8%B2%DB%8C\"><\/span><strong>\u062a\u0648\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u0645\u0627 \u062a\u0648\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0646\u062f\u0627\u0634\u062a\u06cc\u0645\u060c \u0634\u0628\u06a9\u0647 \u06cc \u0645\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0645\u06cc \u0634\u062f:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"811\" height=\"363\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u062f\u0648\u0646-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc.png\" alt=\"\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u062f\u0648\u0646 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc\" class=\"wp-image-5498\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u062f\u0648\u0646-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc.png 811w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u062f\u0648\u0646-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc-300x134.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u062f\u0648\u0646-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc-768x344.png 768w\" sizes=\"(max-width: 811px) 100vw, 811px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0645\u0627 \u0645\u062c\u0628\u0648\u0631 \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 y (x) = Wx + b \u0628\u0648\u062f\u06cc\u0645. \u0627\u06cc\u0646 \u06cc\u06a9 \u062a\u0631\u06a9\u06cc\u0628 \u062e\u0637\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062d\u062a\u06cc \u0642\u0627\u062f\u0631 \u0628\u0647 \u062d\u0644 \u0645\u0634\u06a9\u0644\u06cc \u0645\u0627\u0646\u0646\u062f XOR \u0647\u0645 \u0646\u06cc\u0633\u062a.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"482\" height=\"255\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0645\u0639\u0627\u062f\u0644\u0647-xor.png\" alt=\"\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0639\u0627\u062f\u0644\u0647 xor\" class=\"wp-image-5499\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0645\u0639\u0627\u062f\u0644\u0647-xor.png 482w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0645\u0639\u0627\u062f\u0644\u0647-xor-300x159.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0645\u0639\u0627\u062f\u0644\u0647-xor-310x165.png 310w\" sizes=\"(max-width: 482px) 100vw, 482px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0645\u0627 \u0628\u0647 \u0631\u0627\u0647\u06cc \u0628\u0631\u0627\u06cc \u0645\u0639\u0631\u0641\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645 \u0648 \u0627\u06cc\u0646 \u0647\u0645\u0627\u0646 \u06a9\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f. \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u062e\u06cc \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0631\u0627\u06cc\u062c \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0648 \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0622\u0646 \u0647\u0627 \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0645\u062f\u0627\u062e\u0644\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"621\" height=\"539\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0627\u0646\u0648\u0627\u0639-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc.png\" alt=\"\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0627\u0646\u0648\u0627\u0639 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc\" class=\"wp-image-5500\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0627\u0646\u0648\u0627\u0639-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc.png 621w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0627\u0646\u0648\u0627\u0639-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc-300x260.png 300w\" sizes=\"(max-width: 621px) 100vw, 621px\" \/><\/figure><\/div>\n\n\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"780\" height=\"370\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u0646\u0648\u0627\u0639-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc.png\" alt=\"\u0627\u0646\u0648\u0627\u0639 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc\" class=\"wp-image-5501\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u0646\u0648\u0627\u0639-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc.png 780w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u0646\u0648\u0627\u0639-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc-300x142.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u0627\u0646\u0648\u0627\u0639-\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc-768x364.png 768w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0633\u062e\u062a \u0627\u0633\u062a \u0628\u062f\u0627\u0646\u06cc\u062f \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0645\u0627 \u0628\u0627 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0631\u0641\u062a\u0627\u0631 \u0628\u0647\u062a\u0631\u06cc \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a\u060c \u0627\u0645\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u06cc\u06a9\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0647\u0645\u06cc\u0634\u0647 \u0646\u062a\u0627\u06cc\u062c \u062e\u0648\u0628\u06cc \u0645\u06cc \u062f\u0647\u062f: \u062a\u0627\u0628\u0639 &nbsp;ReLU.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0647\u0631 \u0632\u0645\u0627\u0646 \u06a9\u0647 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645\u060c \u0627\u0632 \u062a\u0627\u0628\u0639 ReLU \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f \u0648 \u0628\u0647 \u0645\u062d\u0636 \u0627\u06cc\u0646\u06a9\u0647 \u0646\u062a\u06cc\u062c\u0647 \u0627\u06cc \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u06cc\u0645 \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u062e\u0648\u0628 \u0645\u06cc \u062f\u0627\u0646\u06cc\u0645\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u062a\u0627\u0628\u0639 Leaky ReLU \u06cc\u0627 \u0647\u0631 \u0645\u0648\u0631\u062f \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f\u060c \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u0645. \u0647\u0631 \u0631\u0648\u0632 \u0645\u0648\u0627\u0631\u062f \u062c\u062f\u06cc\u062f\u06cc \u0628\u06cc\u0631\u0648\u0646 \u0645\u06cc \u0622\u06cc\u0646\u062f\u060c \u0648 \u06cc\u06a9 \u062c\u0633\u062a\u062c\u0648\u06cc \u0633\u0627\u062f\u0647 \u06af\u0648\u06af\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0634\u0645\u0627 \u0631\u0627 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u062c\u0627\u0644\u0628\u06cc \u0633\u0648\u0642 \u062f\u0647\u062f: \u0645\u062b\u0644\u0627\u064b <a href=\"https:\/\/towardsdatascience.com\/selu-make-fnns-great-again-snn-8d61526802a9\" target=\"_blank\" rel=\"noopener\">SELU<\/a><\/p>\n<p style=\"text-align: justify;\">\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u062a\u0648\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u0634\u062e\u0635\u06cc \u0627\u0632 \u0648\u0632\u0646 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u062f\u0627\u0631\u0646\u062f \u062a\u0627 \u0628\u06cc\u0646 \u06cc\u06a9 \u0645\u062d\u062f\u0648\u062f\u0647 \u062e\u0627\u0635 \u0627\u0632 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0642\u0631\u0627\u0631 \u0628\u06af\u06cc\u0631\u0646\u062f \u06a9\u0647 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0645\u0648\u0631\u062f \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc\u060c \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc softmax \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0645\u0635\u0631\u0641 \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0631\u0627 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0647 \u0647\u0631 \u06a9\u0644\u0627\u0633 \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u062f\u0647\u062f\u060c \u0648 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0647\u0645\u0647 \u0622\u0646 \u0647\u0627 \u0631\u0627 \u062a\u0627 \u06f1 \u0628\u0627\u0644\u0627 \u0628\u0628\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u0645\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u062f\u060c \u0627\u062f\u0627\u0645\u0647 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u062a\u0648\u0635\u06cc\u0647 \u0634\u062f\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062e\u0644\u0627\u0635\u0647 \u0627\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0630\u06a9\u0631 \u0634\u062f\u0647 \u062f\u0631 \u0628\u0627\u0644\u0627 \u06af\u0641\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AF%D8%B3%D8%AA%D9%88%D8%B1%D8%A7%D9%84%D8%B9%D9%85%D9%84\"><\/span><strong>\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul style=\"text-align: justify;\">\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 ReLU \u0631\u0627 \u0628\u0627 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u06f0\u066b\u06f0\u06f1 \u06cc\u0627 \u06f0\u066b\u06f0\u06f0\u06f1 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u0645\u06cc \u0627\u0641\u062a\u062f.<\/li>\n<li>\u0627\u06af\u0631 \u0634\u0628\u06a9\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u06cc\u0627\u0628\u062f ( \u0647\u0645\u06af\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f ) \u0627\u0645\u0627 \u06a9\u0646\u062f \u0627\u0633\u062a\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06a9\u0645\u06cc \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u06cc\u062f.<\/li>\n<li>\u0627\u06af\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0645\u06af\u0631\u0627 \u0646\u0645\u06cc \u0634\u0648\u062f \u0648 \u0646\u0627\u0645\u0646\u0638\u0645 \u0631\u0641\u062a\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u062f.<\/li>\n<li>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0634\u0645\u0627 \u0634\u0628\u06a9\u0647 \u062e\u0648\u062f \u0631\u0627 \u062f\u0631\u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u062f\u06cc\u062f\u06cc\u062fLeaky ReLU \u060c Maxout \u06cc\u0627 ELU \u0631\u0627 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0627\u0632 sigmoid \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u06a9\u0646\u06cc\u062f\u060c \u062f\u0631 \u0639\u0645\u0644 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0646\u062a\u0627\u06cc\u062c \u062e\u0648\u0628\u06cc \u0646\u0645\u06cc \u062f\u0647\u062f.<\/li>\n<\/ul>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%82%D8%AF%D8%A7%D8%B1_%D8%AF%D9%87%DB%8C_%D8%A7%D9%88%D9%84%DB%8C%D9%87_%D9%88%D8%B2%D9%86\"><\/span><strong>\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0648\u0632\u0646<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f\u060c \u0645\u0642\u062f\u0627\u0631\u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0648\u0632\u0646 \u0647\u0627 \u0648 \u0628\u0627\u06cc\u0627\u0633 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0647\u0645\u06af\u0631\u0627\u06cc\u06cc \u0634\u0628\u06a9\u0647 \u0645\u0627 \u0628\u0647 \u06cc\u06a9 \u062d\u062f\u0627\u0642\u0644 \u0645\u0642\u062f\u0627\u0631 \u06a9\u0627\u0641\u06cc\u060c \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0645\u0642\u062f\u0627\u0631\u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0648\u0632\u0646 \u0647\u0627 \u062a\u0648\u062c\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 MNIST \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0648\u0632\u0646 \u0645\u0627 &nbsp;768 ( \u0648\u0631\u0648\u062f\u06cc ) \u062f\u0631 \u06f1\u06f0 ( \u062e\u0631\u0648\u062c\u06cc ) \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%82%D8%AF%D8%A7%D8%B1_%D8%AF%D9%87%DB%8C_%D8%A7%D9%88%D9%84%DB%8C%D9%87_%D8%AB%D8%A7%D8%A8%D8%AA\"><\/span><strong>\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u062b\u0627\u0628\u062a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0648\u0632\u0646 \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 \u0642\u0628\u0644 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u0645 \u0628\u0647:<\/p>\n<p style=\"text-align: justify;\"><strong>\u0635\u0641\u0631:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">W = np.zeros((768, 10))<\/pre>\n<p style=\"text-align: justify;\"><strong>\u06cc\u06a9:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">W = np.ones((768, 10))\n<\/pre>\n<p style=\"text-align: justify;\"><strong>\u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u062b\u0627\u0628\u062a <\/strong><strong>C <\/strong><strong>:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">W = np.ones((768, 10)) * C<\/pre>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D9%88%D8%B2%DB%8C%D8%B9_%D9%86%D8%B1%D9%85%D8%A7%D9%84_%D9%88_%DB%8C%DA%A9%D9%86%D9%88%D8%A7%D8%AE%D8%AA\"><\/span><strong>\u062a\u0648\u0632\u06cc\u0639 \u0646\u0631\u0645\u0627\u0644 \u0648 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0648\u0632\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u0632\u06cc\u0639 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a \u0645\u0642\u062f\u0627\u0631 \u0627\u0648\u0644\u06cc\u0647 \u0628\u062f\u0647\u06cc\u0645\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u06cc\u06a9 [ upper_bound\u060cLower_bound ] \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u062a\u0645\u0627\u0645 \u0627\u0639\u062f\u0627\u062f \u062f\u0631 \u0645\u062d\u062f\u0648\u062f\u0647\u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0646\u062a\u062e\u0627\u0628 \u06cc\u06a9\u0633\u0627\u0646 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u062a\u0648\u0632\u06cc\u0639 \u0628\u06cc\u0646 [-\u06f0\u066b\u06f2\u060c\u06f0\u066b\u06f2] [- \u06f0\u066b\u06f2\u060c\u06f0\u066b\u06f2] \u062f\u0627\u0631\u06cc\u0645:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">W = np.random.uniform(low=-0.2, high=0.2, size=(768, 10))\n<\/pre>\n<p style=\"text-align: justify;\">\u0628\u0627 \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u060c \u0645\u0627 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0648\u0632\u0646\u06cc WW \u0631\u0627 \u0628\u0627 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0634\u062f\u0647 \u0627\u0632 \u0645\u062d\u062f\u0648\u062f\u0647 \u0628\u06cc\u0646 [-\u06f0\u066b\u06f2\u060c\u06f0\u066b\u06f2] [- \u06f0\u066b\u06f2\u066b\u06f0\u066b\u06f2] \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0647\u0645\u0647 \u06cc \u0622\u0646 \u0647\u0627 \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06cc\u06a9\u0633\u0627\u0646 \u062f\u0627\u0631\u0646\u062f\u060c \u0622\u063a\u0627\u0632 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u062a\u0648\u0632\u06cc\u0639 \u0639\u0627\u062f\u06cc \u06cc\u0627 \u06af\u0648\u0633\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645\u060c \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"234\" height=\"108\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0639\u0627\u062f\u0644\u0647-\u0648\u0632\u0646-\u062a\u0648\u0632\u06cc\u0639-\u06af\u0648\u0633\u06cc.png\" alt=\"\u0645\u0639\u0627\u062f\u0644\u0647 \u0648\u0632\u0646 \u062a\u0648\u0632\u06cc\u0639 \u06af\u0648\u0633\u06cc\" class=\"wp-image-5503\" title=\"\"><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u06a9\u0647 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u062f\u0627\u0646\u06cc\u062f:<\/p>\n<ul style=\"text-align: justify;\">\n<li>\u03bc \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0627\u0633\u062a.<\/li>\n<li>\u03c3 \u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0648 \u03c3<sup>\u06f2<\/sup> \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0648\u0632\u0646 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u062a\u0648\u0632\u06cc\u0639 \u0646\u0631\u0645\u0627\u0644 \u0628\u0627 \u03bc = \u06f0 \u0648 \u03c3 = \u06f0\u066b\u06f2 \u0645\u0642\u062f\u0627\u0631 \u0627\u0648\u0644\u06cc\u0647 \u0628\u062f\u0647\u06cc\u0645\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">W = np.random.normal(0.0, 0.2, size=(768, 10))\n<\/pre>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%82%D8%AF%D8%A7%D8%B1_%D8%AF%D9%87%DB%8C_%D8%A7%D9%88%D9%84%DB%8C%D9%87_LeCun_%D9%86%D8%B1%D9%85%D8%A7%D9%84_%D9%88_%DB%8C%DA%A9%D9%86%D9%88%D8%A7%D8%AE%D8%AA\"><\/span><strong>\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 : <\/strong><strong>LeCun<\/strong><strong> \u0646\u0631\u0645\u0627\u0644 \u0648 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0631\u0648\u0634 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062a\u0631 \u062f\u06cc\u06af\u0631\u060c \u0631\u0648\u0634 LeCun \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u06a9\u0627\u0631\u0622\u0645\u062f \u0646\u06cc\u0632 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0631\u0648\u0634 \u06f3 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<ul style=\"text-align: justify;\">\n<li>Fin: \u062a\u0639\u062f\u0627\u062f \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc \u0644\u0627\u06cc\u0647 (\u062f\u0631 \u0645\u062b\u0627\u0644 \u0645\u0627 \u06f7\u06f6\u06f8)<\/li>\n<li>Fout: \u062a\u0639\u062f\u0627\u062f \u062e\u0631\u0648\u062c\u06cc \u0647\u0627\u06cc \u0644\u0627\u06cc\u0647 (\u062f\u0631 \u0645\u062b\u0627\u0644 \u0645\u0627 \u06f1\u06f0)<\/li>\n<li>Limit(\u062d\u062f): \u0645\u0637\u0627\u0628\u0642 \u0628\u0627 Fin \u0648 Fout \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u062f:<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"123\" height=\"53\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0639\u0627\u062f\u0644\u0647-\u0645\u0642\u062f\u0627\u0631-\u062f\u0647\u06cc-\u0627\u0648\u0644\u06cc\u0647-lecun.png\" alt=\"\u0645\u0639\u0627\u062f\u0644\u0647 \u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 lecun\" class=\"wp-image-5504\" title=\"\"><\/figure><\/div>\n\n\n<p>\u06a9\u062f \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 W \u0628\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u0632\u06cc\u0639 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0645\u06cc \u0628\u0627\u0634\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">W = np.random.uniform(low=-limit, high=limit, size=(F_in, F_out))\n<\/pre>\n<p>\u0648 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u062a\u0648\u0632\u06cc\u0639 \u0646\u0631\u0645\u0627\u0644 \u062f\u0627\u0631\u06cc\u0645:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">W = np.random.normal(low=-limit, high=limit, size=(F_in, F_out))\n<\/pre>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%82%D8%AF%D8%A7%D8%B1_%D8%AF%D9%87%DB%8C_%D8%A7%D9%88%D9%84%DB%8C%D9%87_Glorot_Xavier_%D9%86%D8%B1%D9%85%D8%A7%D9%84_%D9%88_%DB%8C%DA%A9%D9%86%D9%88%D8%A7%D8%AE%D8%AA\"><\/span><strong>\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647: <\/strong><strong>Glorot \/ Xavier<\/strong><strong> \u0646\u0631\u0645\u0627\u0644 \u0648 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0634\u0627\u06cc\u062f \u0645\u062a\u062f\u0627\u0648\u0644 \u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0648\u0632\u0646 \u0647\u0627 \u0648 \u0628\u0627\u06cc\u0627\u0633 \u0628\u0627\u0634\u062f. \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Keras \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u060c \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u0628\u0627 LeCun \u0646\u06cc\u0632 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u0646\u062f\u060c \u0627\u0645\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 limit \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"167\" height=\"68\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u0645\u0642\u062f\u0627\u0631-\u062f\u0647\u06cc-\u0627\u0648\u0644\u06cc\u0647-Glorot-Xavier.png\" alt=\"\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 Glorot Xavier\" class=\"wp-image-5505\" title=\"\"><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u06a9\u062f \u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 WW \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0647\u0645\u0627\u0646\u0646\u062f LeCun \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc \u062a\u0648\u0632\u06cc\u0639 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">W = np.random.uniform(low=-limit, high=limit, size=(F_in, F_out))\n<\/pre>\n<p>\u0648 \u0628\u0631\u0627\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0646\u0631\u0645\u0627\u0644 \u062f\u0627\u0631\u06cc\u0645:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">W = np.random.normal(low=-limit, high=limit, size=(F_in, F_out))\n<\/pre>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%82%D8%AF%D8%A7%D8%B1_%D8%AF%D9%87%DB%8C_%D8%A7%D9%88%D9%84%DB%8C%D9%87_%D9%87%DB%8C_He_%D9%88_%D9%87%D9%85%DA%A9%D8%A7%D8%B1%D8%A7%D9%86KaimingMSRA_%D9%86%D8%B1%D9%85%D8%A7%D9%84_%D9%88_%DB%8C%DA%A9%D9%86%D9%88%D8%A7%D8%AE%D8%AA\"><\/span><strong>\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647: \u0647\u06cc (<\/strong><strong>He<\/strong><strong>) \u0648 \u0647\u0645\u06a9\u0627\u0631\u0627\u0646\/<\/strong><strong>Kaiming\/MSRA<\/strong><strong> \u0646\u0631\u0645\u0627\u0644 \u0648 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0647 \u0646\u0627\u0645 Kaiming He\u060c \u0627\u0648\u0644\u06cc\u0646 \u0646\u0648\u06cc\u0633\u0646\u062f\u0647 &#8221; \u06a9\u0627\u0648\u0634 \u0639\u0645\u06cc\u0642 \u062f\u0631 \u0627\u0635\u0644\u0627\u062d \u06a9\u0646\u0646\u062f\u0647 \u0647\u0627 : \u0628\u0631\u062a\u0631\u06cc \u0627\u0632 \u0633\u0637\u062d \u0627\u0646\u0633\u0627\u0646\u06cc \u062f\u0631 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc ImageNet &#8221; \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u0645\u0648\u0644\u060c \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0632\u0645\u0627\u0646\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f \u06a9\u0647 \u0645\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0639\u0645\u06cc\u0642\u06cc \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u062f\u0647\u06cc\u0645 \u06a9\u0647 \u0627\u0632 \u0646\u0648\u0639 \u062e\u0627\u0635\u06cc \u0627\u0632 ReLU \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0645\u0627\u0646\u0646\u062f ReLU \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06a9\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u062a\u0648\u0632\u06cc\u0639 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">limit = np.sqrt(6 \/ float(F_ini))\nW = np.random.uniform(low=-limit, high=limit, size=(F_in, F_out))\n<\/pre>\n<p>\u0648 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u0648\u0632\u06cc\u0639 \u0646\u0631\u0645\u0627\u0644 \u0627\u06cc\u0646\u06af\u0648\u0646\u0647 \u0627\u0633\u062a:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"null\">limit = np.sqrt(2 \/ float(F_ini))\nW = np.random.uniform(low=-limit, high=limit, size=(F_in, F_out))\n<\/pre>\n<p><strong>\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644<\/strong>:<\/p>\n<p>\u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0648\u0632\u0646 \u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0639\u0627\u0645\u0644\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u0646\u062f\u0647 \u062f\u0631 \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0646\u06cc\u0633\u062a\u060c \u0627\u0645\u0627 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0639\u062b \u0634\u0648\u062f \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0622\u0645\u0648\u0632\u0634 \u0646\u0628\u0627\u0634\u062f\u060c \u0632\u06cc\u0631\u0627 \u062f\u0631 \u0647\u0645\u06af\u0631\u0627\u06cc\u06cc \u0646\u0627\u06a9\u0627\u0645 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0627\u0632 Glorot \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0648 \u0627\u06af\u0631 \u0622\u0646 \u0631\u0648\u0632 \u0627\u062d\u0633\u0627\u0633 \u062e\u0648\u0634 \u0634\u0627\u0646\u0633\u06cc \u06a9\u0631\u062f\u06cc\u062f \u0648 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u0622\u06cc\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u062f\u0642\u062a \u067e\u06cc\u0634\u0631\u0641\u062a \u06a9\u0646\u06cc\u062f\u060c \u0628\u0627 \u062f\u06cc\u06af\u0631 \u062a\u0648\u0627\u0628\u0639 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D8%B3%D8%AE%D9%86_%D9%BE%D8%A7%DB%8C%D8%A7%D9%86%DB%8C\"><\/span><strong>\u0633\u062e\u0646 \u067e\u0627\u06cc\u0627\u0646\u06cc :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u062b\u0644 \u0647\u0645\u06cc\u0634\u0647\u060c \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u06a9\u0647 \u0634\u0645\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u067e\u0633\u062a \u0644\u0630\u062a \u0628\u0631\u062f\u0647 \u0628\u0627\u0634\u06cc\u062f\u060c \u06a9\u0647 \u0627\u06a9\u0646\u0648\u0646 \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062d\u0631\u0641\u0647 \u0627\u06cc \u0647\u0633\u062a\u06cc\u062f!<\/p>\n<p>\u0627\u06af\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a \u0631\u0627 \u062f\u0648\u0633\u062a \u062f\u0627\u0634\u062a\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u067e\u0633\u062a \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0627 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u06cc <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d9%85%d8%a7%d8%b4%db%8c%d9%86\/\" target=\"_blank\" rel=\"noopener\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0646\u06af\u0627\u0647\u06cc \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u062f.<\/p>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :<\/strong><\/h4>\n\n<ul class=\"wp-block-latest-posts__list wp-block-latest-posts\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/tesla-vision-ai-lane-detection\/\">\u062a\u0633\u0644\u0627 \u0648\u06cc\u0698\u0646 \u0686\u06cc\u0633\u062a \u0648 \u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u062a\u0633\u0644\u0627 \u0686\u06af\u0648\u0646\u0647 \u062e\u0637\u0648\u0637 \u062c\u0627\u062f\u0647 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/offline-ai-for-mobile\/\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0622\u0641\u0644\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u06af\u0648\u0634\u06cc<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/which-ai-is-working-now\/\">\u06a9\u062f\u0627\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0644\u0627\u0646 \u06a9\u0627\u0631 \u0645\u06cc\u06a9\u0646\u0647\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-to-find-hidden-spy-cameras-in-hotels\/\">\u062f\u0648\u0631\u0628\u06cc\u0646 \u0647\u0627\u06cc \u062c\u0627\u0633\u0648\u0633\u06cc \u062f\u0631 \u0647\u062a\u0644 \u0647\u0627! \u0686\u06af\u0648\u0646\u0647 \u067e\u06cc\u062f\u0627\u06cc\u0634\u0627\u0646 \u06a9\u0646\u06cc\u0645\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-autonomous-vehicles-see-surroundings\/\">\u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0646\u0634\u06cc\u0646 \u0686\u06af\u0648\u0646\u0647 \u0645\u062d\u06cc\u0637 \u0627\u0637\u0631\u0627\u0641 \u0631\u0627 \u0645\u06cc \u0628\u06cc\u0646\u0646\u062f\u061f<\/a><\/li>\n<\/ul>\n\n<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/towardsdatascience.com\/neural-networks-from-hero-to-zero-afc30205df05\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">Towards Data Science<\/a>\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;5475&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc : \u0627\u0632 \u0635\u0641\u0631 \u062a\u0627 \u0635\u062f&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631\u0628\u0627\u0631\u0647 \u0645\u0647\u0645\u062a\u0631\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0633\u0628 \u06a9\u0646\u06cc\u062f! \u062f\u0631 \u0637\u0648\u0644 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u0628\u0627\u062d\u062b \u0632\u06cc\u0631 \u0634\u0631\u062d \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f: \u0646\u0638\u0631\u06cc\u0647 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc : \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc 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&hellip;<\/p>\n","protected":false},"author":7,"featured_media":9958,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[195,18],"tags":[91,89,84,101,126],"class_list":["post-5475","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-ml","category-edu","tag-relu","tag-weight-initialization","tag-84","tag-101","tag-126"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/5475","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=5475"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/5475\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/9958"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=5475"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=5475"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=5475"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}