{"id":14145,"date":"2023-12-13T10:13:57","date_gmt":"2023-12-13T06:43:57","guid":{"rendered":"https:\/\/itpiran.net\/blog\/?p=14145"},"modified":"2024-01-03T20:20:26","modified_gmt":"2024-01-03T16:50:26","slug":"tensorflow","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/tr\/information\/tensorflow\/","title":{"rendered":"TensorFlow"},"content":{"rendered":"<h2 id=\"%d8%aa%d9%86%d8%b3%d9%88%d8%b1%d9%81%d9%84%d9%88\"><strong>\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648<\/strong><\/h2>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong><span style=\"color: #800080;\"><a style=\"color: #800080;\" href=\"https:\/\/www.tensorflow.org\">\u062a\u0646\u0633\u0631\u0641\u0644\u0648<\/a> <\/span><\/strong>\u06cc\u06a9 \u06a9\u062a\u0627\u0628 \u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0633\u062a 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class=\"md-block-header-two md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648<\/strong><\/h3>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0627\u0632 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u062d\u062c\u0645 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0632\u06cc\u0627\u062f \u0634\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0634\u0631\u0648\u0639 \u06a9\u0631\u062f \u0628\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u063a\u0644\u0628\u0647 \u06a9\u0646\u0647 \u0648 \u062e\u0628 \u06af\u0648\u06af\u0644 \u0647\u0645 \u0628\u0647 \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0631\u0633\u06cc\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0646\u0647 \u0628\u0627 \u0627\u06cc\u0646 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justify;\"><strong class=\"md-inline-bold\">\u0645\u0639\u0645\u0627\u0631\u06cc \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648<\/strong><\/h3>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0645\u0639\u0645\u0627\u0631\u06cc \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0633\u0647 \u0642\u0633\u0645\u062a \u062f\u0627\u0631\u0647 \u06a9\u0647 \u0645\u06cc\u0634\u0647 \u06f1. \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u06cc\u062a\u0627 \u0647\u0627 \u06f2. \u0633\u0627\u062e\u062a \u0645\u062f\u0644 \u06f3. \u062a\u0639\u0644\u06cc\u0645 \u0648 \u062a\u062e\u0645\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0644\u06cc\u0644 \u0627\u06cc\u0646 \u0646\u0627\u0645 \u06af\u0630\u0627\u0631\u06cc \u0628\u0647 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0627\u06cc\u0646\u0647 \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u0647 \u06a9\u0647 \u0627\u0633\u0645\u0634\u0648\u0646\u00a0<strong class=\"md-inline-bold\">tensor<\/strong>\u00a0\u0647\u0633\u062a \u0648 \u0628\u0639\u062f \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0646\u06cc\u062f \u06cc\u06a9 \u0633\u0631\u06cc \u06af\u0631\u0627\u0641 \u0647\u0627\u06cc\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a \u0647\u0627 \u0628\u0631 \u0631\u0648\u06cc \u062f\u06cc\u062a\u0627 \u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a\u00a0<strong class=\"md-inline-bold\">flowchart\u00a0<\/strong>\u0647\u0633\u062a.<\/p>\n<h3 id=\"%da%a9%d8%ac%d8%a7-%d8%a7%d8%ac%d8%b1%d8%a7-%d9%85%db%8c%d8%b4%d9%87%d8%9f\" class=\"md-block-header-two md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u06a9\u062c\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc\u0634\u0647\u061f<\/strong><\/h3>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong>\u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0644\u0627\u06cc\u0628\u0631\u0631\u06cc \u062f\u0648 \u0641\u0627\u0632 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0647:<\/strong><\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong>\u0641\u0627\u0632 \u062a\u0648\u0633\u0639\u0647:<\/strong> \u0648\u0642\u062a\u06cc \u0647\u0633\u062a \u06a9\u0647 \u0645\u062f\u0644 \u0631\u0648 \u062a\u0639\u0644\u06cc\u0645 \u0645\u06cc \u062f\u06cc\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0641\u0627\u0632 \u0645\u0639\u0645\u0648\u0644\u0627 \u0631\u0648\u06cc \u0644\u067e \u062a\u0627\u067e \u06cc\u0627 \u0633\u06cc\u0633\u062a\u0645\u062a\u0648\u0646 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u0634\u0647.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong>\u0641\u0627\u0632 \u0627\u062c\u0631\u0627:<\/strong> \u0648\u0642\u062a\u06cc \u062a\u0639\u0644\u06cc\u0645 \u062a\u0645\u0648\u0645 \u0634\u062f \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0646\u06cc\u062f \u0647\u0631\u062c\u0627\u06cc\u06cc \u0627\u0632 \u062f\u0633\u06a9\u062a\u0627\u067e \u0628\u06af\u06cc\u0631 \u062a\u0627 \u0633\u0631\u0648\u0631 \u0647\u0627 \u0648 \u062d\u062a\u06cc \u0645\u0648\u0628\u0627\u06cc\u0644 \u0647\u0627 \u0645\u062f\u0644\u062a\u0648\u0646 \u0631\u0648 \u0631\u0627\u0646 \u06a9\u0646\u06cc\u062f.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u067e\u0633 \u062a\u0639\u0644\u06cc\u0645 \u0648 \u0627\u062c\u0631\u0627 \u0645\u062f\u0644 \u0645\u06cc \u062a\u0648\u0646\u0647 \u0631\u0648\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0646\u062c\u0627\u0645 \u0628\u0634\u0647.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 CPU \u0647\u0627 \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0646\u06cc\u062f \u0631\u0648\u06cc GPU \u0647\u0645 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0631\u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062a\u0648\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0645\u0627\u062a\u0631\u06cc\u06a9\u0633\u06cc \u0686\u0648\u0646 \u06a9\u0647 \u06cc\u0647 \u0639\u0645\u0644\u06af\u0631 \u06cc\u06a9\u0633\u0627\u0646 \u0631\u0648\u06cc \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u06af\u06cc\u0631\u0647\u060c \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0627\u0632 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0628\u0627 \u0633\u0627\u062e\u062a\u0627\u0631 GPU \u0647\u0627 \u0645\u0646\u0637\u0628\u0642\u0647 \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0631\u0648 \u0627\u0648\u0627\u062e\u0631 \u0633\u0627\u0644 2010 \u0645\u062d\u0642\u0642\u06cc\u0646 \u0627\u0633\u062a\u0641\u0648\u0631\u062f \u06a9\u0634\u0641 \u06a9\u0631\u062f\u0646\u062f.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06cc\u06a9 \u0646\u06a9\u062a\u0647 \u062f\u06cc\u06af\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u0627\u06cc\u0646 \u0644\u0627\u06cc\u0628\u0631\u0631\u06cc \u0628\u0627 \u0632\u0628\u0627\u0646 C++ \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u067e\u0633 \u062e\u06cc\u0644\u06cc \u0633\u0631\u06cc\u0639 \u0647\u0633\u062a \u0627\u0644\u0628\u062a\u0647 \u0645\u06cc \u062a\u0648\u0646\u06cc\u062f \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0632\u0628\u0627\u0646 \u0647\u0627 \u0645\u062b\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0632\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06cc\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u0645\u0647\u0645 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648\u060c \u062a\u0646\u0633\u0648\u0631\u0628\u0648\u0631\u062f \u0647\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0686\u06a9\u0627\u0631 \u062f\u0627\u0631\u0647 \u0645\u06cc \u06a9\u0646\u0647.<\/p>\n<h3 id=\"%d8%a7%d8%ac%d8%b2%d8%a7-%d8%aa%d9%86%d8%b3%d9%88%d8%b1%d9%81%d9%84%d9%88\" class=\"md-block-header-two md-block-rtl\" style=\"text-align: justify;\"><strong>\u0627\u062c\u0632\u0627 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648<\/strong><\/h3>\n<h4 id=\"%d8%aa%d9%86%d8%b3%d9%88%d8%b1\" class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u062a\u0646\u0633\u0648\u0631<\/strong><\/h4>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06cc\u06a9 \u062a\u0646\u0633\u0648\u0631 \u0622\u0631\u0627\u06cc\u0647 \u0627\u06cc \u0627\u0632 \u0645\u0627\u062a\u0631\u06cc\u06a9\u0633 \u0647\u0627\u06cc N \u0628\u0639\u062f\u06cc \u0647\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0646\u0646\u062f \u0627\u0646\u0648\u0639 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0648 \u0646\u0645\u0627\u06cc\u0634 \u0628\u062f\u0646\u062f. \u0647\u0631 \u0645\u0642\u062f\u0627\u0631\u06cc \u062f\u0631 \u062a\u0646\u0633\u0648\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0628\u0627 \u0634\u06a9\u0644 \u06cc\u06a9\u0633\u0627\u0646\u06cc (Shape) \u0646\u06af\u0647 \u0645\u06cc \u062f\u0627\u0631\u0646\u062f.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062a\u0646\u0633\u0648\u0631 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0646\u0646\u062f \u0648\u0631\u0648\u062f\u06cc \u06cc\u0627 \u062e\u0631\u0648\u062c\u06cc \u06cc\u06a9 \u0645\u062d\u0627\u0633\u0628\u0647 \u0628\u0627\u0634\u0646\u062f.<\/p>\n<h4 id=\"%da%af%d8%b1%d8%a7%d9%81\" class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u06af\u0631\u0627\u0641<\/strong><\/h4>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062f\u0631 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0647\u0645\u0647 \u0639\u0645\u0644\u06cc\u0627\u062a \u0647\u0627 \u062f\u0627\u062e\u0644 \u06af\u0631\u0627\u0641 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0647\u0631 \u06af\u0631\u0627\u0641 \u0645\u062c\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0647\u0633\u062a \u06a9\u0647 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0647\u0631 \u0645\u062d\u0633\u0627\u0628\u0647 \u0627\u06cc \u0628\u0627 \u0646\u0627\u0645 op node \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0647 \u06a9\u0647 \u0628\u0647 \u0647\u0645 \u062f\u06cc\u06af\u0647 \u0648\u0635\u0644 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<h4 id=\"%d8%ad%d8%a7%d9%84%d8%a7-%da%86%d8%b1%d8%a7-%da%af%d8%b1%d8%a7%d9%81%d8%9f\" class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong>\u062d\u0627\u0644\u0627 \u0686\u0631\u0627 \u06af\u0631\u0627\u0641\u061f<\/strong><\/h4>\n<ul style=\"text-align: justify;\">\n<li>\u0645\u06cc \u062a\u0648\u0646\u0647 \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u062c\u0631\u0627 \u0628\u0634\u0647<\/li>\n<li>\u06af\u0631\u0627\u0641 \u0645\u06cc \u0634\u0647 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f \u06a9\u0647 \u0628\u0639\u062f\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f<\/li>\n<li>\u0647\u0645\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u062f\u0631 \u06af\u0631\u0627\u0641 \u0628\u0627 \u0627\u062a\u0635\u0627\u0644 \u062a\u0646\u0633\u0648\u0631 \u0647\u0627 \u0628\u0647 \u0647\u0645 \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0647.<\/li>\n<li>\u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0644\u0627\u0635\u0647 \u0627\u06cc\u0646 \u06a9\u0647 \u062a\u0648\u06cc \u06af\u0631\u0627\u0641 \u0647\u0627 \u0647\u0631 \u06cc\u0627\u0644\u06cc \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 (\u062a\u0646\u0633\u0648\u0631) \u0647\u0633\u062a \u0648 \u0647\u0631 \u06af\u0631\u0647 \u06cc\u06a9 \u0639\u0645\u0644\u06af\u0631( \u0645\u062b\u0644\u0627 \u062c\u0645\u0639) \u0647\u0633\u062a.<\/li>\n<\/ul>\n<h2 id=\"\" class=\"md-block-header-two md-block-ltr\" style=\"text-align: justify;\"><\/h2>\n<h3 id=\"%da%86%d8%b1%d8%a7-%d8%aa%d9%86%d8%b3%d9%88%d8%b1%d9%81%d9%84%d9%88-%d9%85%d8%b4%d9%87%d9%88%d8%b1%d9%87%d8%9f\" class=\"md-block-header-two md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0686\u0631\u0627 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0645\u0634\u0647\u0648\u0631\u0647\u061f<\/strong><\/h3>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0628\u0647\u062a\u0631\u06cc\u0646\u0647 \u0686\u0648\u0646\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0645\u0647 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0648 \u062a\u0632 api \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u0634\u0647 \u06a9\u0647 \u0628\u0634\u0647 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0647\u0645\u0686\u0648\u0646 RNN, CNN \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0686\u0648\u0646\u06a9\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u06af\u0631\u0627\u0641 \u0647\u0633\u062a \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062a\u062c\u0633\u0645 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062f\u0627\u062e\u0644 TensorBoard \u0631\u0648 \u062f\u0627\u0631\u0647 \u06a9\u0647 \u062e\u0628 \u0628\u0631\u0627\u06cc \u062f\u06cc\u0628\u0627\u06af \u062e\u06cc\u0644\u06cc \u0645\u0641\u06cc\u062f\u0647. \u0648 \u062f\u0631 \u06a9\u0644 \u0627\u06cc\u0646\u06a9\u0647 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u064a\u0631\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646 \u0627\u0633\u062a\u0642\u0631\u0627\u0631.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06cc\u06a9 \u062e\u0628\u0631 \u062e\u0648\u0628 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0632\u0631\u06af\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0645\u06cc\u0648\u0646\u06cc\u062a\u06cc \u0631\u0627 \u062f\u0631 \u0628\u06cc\u0646 \u0641\u0631\u06cc\u0645 \u0648\u0631\u06a9 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u06af\u06cc\u062a \u0647\u0627\u0628 \u062f\u0627\u0631\u0647.<\/p>\n<h3 id=\"%da%86%d9%86%d8%af-%d8%aa%d8%a7-%d8%a7%d8%b2-%d8%a7%d9%84%da%af%d9%88%d8%b1%db%8c%d8%aa%d9%85-%d9%87%d8%a7-%da%a9%d9%87-%d8%aa%d9%88%d8%b3%d8%b7-%d8%aa%d9%86%d8%b3%d9%88%d8%b1%d9%81%d9%84%d9%88-%d9%be\" class=\"md-block-header-two md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0686\u0646\u062f \u062a\u0627 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u06a9\u0647 \u062a\u0648\u0633\u0637 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u0634\u0647 \u0686\u06cc\u0647\u061f<\/strong><\/h3>\n<ul class=\"md-block-unordered-list-item md-block-rtl\" style=\"text-align: justify;\">\n<li>\u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u06cc\u0637\u06cc: tf.estimator.LinearRegressor<\/li>\n<li>\u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc: tf.estimator.LinearClassifier<\/li>\n<li>\u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0639\u0645\u06cc\u0642: tf.estimator.DNNClassifier<\/li>\n<li>Deep learning wipe and deep: tf.estimator.DNNLinearCombinedClassifier<\/li>\n<li>Booster tree regression: tf.estimator.BoostedTreesRegressor<\/li>\n<li>Boosted tree classification: tf.estimator.BoostedTreesClassifier<\/li>\n<\/ul>\n<h3 id=\"%da%86%d9%86%d8%af-%d9%85%d8%ab%d8%a7%d9%84-%d8%b3%d8%a7%d8%af%d9%87\" class=\"md-block-header-two md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0686\u0646\u062f \u0645\u062b\u0627\u0644 \u0633\u0627\u062f\u0647<\/strong><\/h3>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">12<\/span><span class=\"code-container\">import numpy as np <\/span><\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">import tensorflow as tf<\/span><\/li>\n<\/ol>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062a\u0648\u06cc \u062f\u0648 \u062e\u0637 \u0628\u0627\u0644\u0627 \u0644\u0627\u06cc\u0628\u0631\u0631\u06cc numpy \u0648 tensorflow \u0631\u0648 \u0648\u0627\u0631\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0645\u06cc \u062e\u0648\u0627\u06cc\u06cc\u0645 X_1 \u0648 X_2 \u0631\u0627 \u0636\u0631\u0628 \u06a9\u0646\u06cc\u0645. \u0627\u0648\u0644 \u0628\u0627\u06cc\u062f \u06af\u0631\u0627\u0641 \u0631\u0648 \u0628\u0633\u0627\u0632\u06cc\u0645 \u0648 \u0628\u0639\u062f \u06cc\u06a9 session \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0631\u0627\u0646 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0646\u062a\u06cc\u062c\u0647 \u0631\u0648 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u0647.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0628\u0631\u06cc\u0645 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0645\u0631\u062d\u0644\u0647 \u06f1: \u062a\u0639\u0631\u06cc\u0641 \u0645\u062a\u063a\u06cc\u0631<\/strong><\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645 \u0628\u0627\u06cc\u062f \u0646\u0648\u062f \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc X_1 , X_2 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u0645. \u062a\u0648 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0628\u0627\u06cc\u062f \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u0645 \u0686\u0647 \u0646\u0648\u0639 \u0646\u0648\u062f\u06cc \u0642\u0631\u0627\u0631\u0647 \u0628\u0633\u0627\u0632\u06cc\u0645 \u06a9\u0647 \u0627\u06cc\u0646\u062c\u0627 \u0646\u0648\u0639 placeholder \u0631\u0648 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p class=\"md-block-unstyled md-block-ltr\" style=\"text-align: justify;\">placeholder:<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0646\u0648\u0639 \u062f\u0631 \u0647\u0631 \u0632\u0645\u0627\u0646 \u06a9\u0647 \u0645\u0627 \u06cc\u06a9 \u0645\u062d\u0627\u0633\u0628\u0647 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u06cc\u0645 \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u062c\u062f\u06cc\u062f \u0628\u0647 \u062a\u0646\u0633\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">X_1 = tf.placeholder(tf.float32, name = &#8220;X_1&#8221;)<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">X_2 = tf.placeholder(tf.float32, name = &#8220;X_2&#8221;)<\/span><\/li>\n<\/ol>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0647\u0645\u0648\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0646\u0648\u0639 \u0627\u06cc\u0646 \u0646\u0648\u062f \u0631\u0648 float \u0648 \u0627\u0633\u0645\u0634 \u0647\u0645 \u0627\u0633\u0645 \u0645\u062a\u063a\u06cc\u06cc\u0631 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u06cc\u0645.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0645\u0631\u062d\u0644\u0647 \u06f2: \u062a\u0639\u0631\u06cc\u0641 \u0645\u062d\u0627\u0633\u0628\u0647<\/strong><\/p>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">multiply = tf.multiply(X_1, X_2, name = &#8220;multiply&#8221;)<\/span><\/span><\/li>\n<\/ol>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0628\u0627 \u062e\u0637 \u0628\u0627\u0644\u0627 \u062f\u0627\u0631\u06cc\u0645 \u06cc\u06a9 \u0631\u0627\u0633 \u0645\u06cc \u0633\u0627\u0632\u06cc\u0645 \u06a9\u0647 \u0646\u0642\u0634 \u0639\u0645\u0644\u06af\u0631 \u0639\u0645\u0644\u06af\u0631 \u0636\u0631\u0628 \u0631\u0648 \u062f\u0627\u0631\u0647<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06a9\u0647 \u0648\u0631\u0648\u062f\u06cc \u0627\u0648\u0646 \u0631\u0627\u0633 \u0647\u0627\u06cc\u06cc \u0647\u0633\u062a \u06a9\u0647 \u0645\u06cc\u062e\u0648\u0627\u06cc\u06cc\u0645 \u0636\u0631\u0628 \u0628\u0634\u0646\u062f \u0648 \u0627\u0633\u0645\u0634 \u0647\u0645 \u06af\u0630\u0627\u0634\u062a\u06cc\u0645 multiply<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062e\u0628 \u0627\u0644\u0627\u0646 \u0627\u0648\u0644\u06cc\u0646 \u06af\u0631\u0627\u0641\u0645\u0648\u0646 \u0631\u0648 \u0633\u0627\u062e\u062a\u06cc\u0645.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0645\u0631\u062d\u0644\u0647 \u06f3: \u0627\u062c\u0631\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a<\/strong><\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u062c\u0644\u0633\u0647 \u06cc\u0627 session \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 tf.Session() \u0627\u06cc\u0646 \u062c\u0644\u0633\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u0634\u0647 \u0648 \u0648\u0642\u062a\u06cc \u0627\u0632 run \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u0627\u0648\u0646\u0648 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u0647.<\/p>\n<p style=\"text-align: justify;\"><img  loading=\"lazy\"  decoding=\"async\"  class=\"aligncenter wp-image-4691 size-full pk-lazyload\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"624\"  height=\"303\"  data-pk-sizes=\"auto\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2021\/04\/11225727\/qhgxqtoszujq.png\" ><\/p>\n<p style=\"text-align: justify;\">\u0648\u0642\u062a\u06cc \u06a9\u0647 \u0636\u0631\u0628 \u0631\u0648 \u0642\u0631\u0627\u0631\u0647 run \u06a9\u0646\u06cc\u0645 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u062a\u0646\u0633\u0648\u0631 \u0647\u0627\u06cc x1 \u0648 x2 \u0631\u0648 \u0628\u062f\u0647\u06cc\u0645 \u0627\u06cc\u0646\u06a9\u0627\u0631 \u0628\u0627 \u062a\u062e\u0635\u06cc\u0635 feed_dict \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u0634\u0647. \u062a\u0648\u06cc \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0645\u0642\u0627\u062f\u06cc\u0631 1 \u062a\u0627 3 \u0628\u0647 x1 \u0648 4 \u062a\u0627 6 \u0628\u0647 x2 \u0627\u062e\u062a\u0635\u0627\u0635 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647. \u0648 \u0646\u062a\u06cc\u062c\u0647 \u0631\u0648 \u0686\u0627\u067e \u06a9\u0631\u062f\u06cc\u0645.<\/p>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">X_1 = tf.placeholder(tf.float32, name = &#8220;X_1&#8221;)<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">X_2 = tf.placeholder(tf.float32, name = &#8220;X_2&#8221;)<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">multiply = tf.multiply(X_1, X_2, name = &#8220;multiply&#8221;)<\/span><\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">with tf.Session() as session:<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\"> result = session.run(multiply, feed_dict={X_1:[1,2,3], X_2:[4,5,6]}) <\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\"> print(result)<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">[ 4. 10. 18.]<\/span><\/li>\n<\/ol>\n<h2 id=\"-2\" class=\"md-block-header-two md-block-ltr\" style=\"text-align: justify;\"><\/h2>\n<h3 id=\"%d8%b1%d8%a7%d9%87-%d9%87%d8%a7%db%8c-%d9%85%d8%ae%d8%aa%d9%84%d9%81-%d9%88%d8%a7%d8%b1%d8%af-%da%a9%d8%b1%d8%af%d9%86-%d8%af%db%8c%d8%aa%d8%a7-%d8%af%d8%b1-%d8%aa%d9%86%d8%b3%d9%88%d8%b1%d9%81%d9%84\" class=\"md-block-header-two md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0631\u0627\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u062f\u06cc\u062a\u0627 \u062f\u0631 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648<\/strong><\/h3>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong>\u062e\u0628 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0648\u0644\u06cc\u0646 \u0645\u0631\u0627\u062d\u0644 \u0642\u0628\u0644 \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u062f\u06cc\u062a\u0627 \u0647\u0633\u062a. \u06a9\u0647 \u062f\u0648 \u062d\u0627\u0644\u062a \u062f\u0627\u0631\u0647:<\/strong><\/p>\n<ol class=\"md-block-ordered-list-item md-block-rtl\" style=\"text-align: justify;\">\n<li>\u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0647 \u062d\u0627\u0641\u0638\u0647 \u0631\u0645: \u06cc\u0647 \u0631\u0627\u0647 \u0633\u0627\u062f\u0647 \u0647\u0633\u062a \u06a9\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648\u0627\u0631\u062f \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0645\u0645\u0648\u0631\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0645\u062b\u0644\u0627 \u06cc\u06a9 \u062e\u0637 \u06a9\u062f \u0628\u0647 \u0632\u0628\u0627\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u06cc \u0646\u0648\u06cc\u0633\u06cc\u062f.<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062e\u0637 \u0644\u0648\u0644\u0647 \u062f\u06cc\u062a\u0627 \u062a\u0633\u0648\u0631\u0641\u0644\u0648: \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u06cc\u06a9 \u0633\u0631\u06cc api \u062f\u0627\u0631\u0647 \u06a9\u0647 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u0647 \u062f\u06cc\u062a\u0627 \u0631\u0648 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f \u0648 \u06cc\u06a9 \u0633\u0631\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u0648\u0634\u0648\u0646 \u0627\u0646\u062c\u0627\u0645 \u0628\u062f\u06cc\u062f \u0648 \u0633\u067e\u0633 \u0628\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u062a\u0648\u0646 \u0628\u062f\u06cc\u062f.\u0627\u06cc\u0646 \u0645\u062a\u062f \u062e\u06cc\u0644\u06cc \u0645\u0648\u062b\u0631\u0647 \u0645\u062e\u0635\u0648\u0635\u0627 \u0648\u0642\u062a\u06cc \u06a9\u0647 \u062f\u06cc\u062a\u0627\u0633\u062a \u062e\u06cc\u0644\u06cc \u0628\u0632\u0631\u06af\u0647. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0639\u0638\u06cc\u0645 \u0647\u0633\u062a\u0646\u062f \u0648 \u062f\u0631 \u0631\u0645 \u062c\u0627 \u0646\u0645\u06cc \u0634\u0646\u062f. \u0627\u06cc\u0646\u062c\u0627 \u062f\u06cc\u062a\u0627 \u067e\u0627\u06cc\u067e \u0644\u0627\u06cc\u0646 \u0639\u0645\u0644 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062d\u0627\u0641\u0638\u0647 \u0631\u0645 \u0634\u0645\u0627 \u0631\u0648 \u0628\u0647 \u0639\u0647\u062f\u0647 \u0645\u06cc \u06af\u06cc\u0631\u0647.<\/li>\n<\/ol>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0633\u0648\u0627\u0644\u06cc \u06a9\u0647 \u0627\u0644\u0627\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0647 \u0627\u06cc\u0646\u0647 \u06a9\u0647 \u0627\u0632 \u06a9\u062f\u0648\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645<\/strong><\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0627\u06af\u0647 \u062f\u06cc\u062a\u0627 \u0634\u0645\u0627 \u06a9\u0645\u062a\u0631 \u0627\u0632 \u06f1\u06f0 \u06af\u06cc\u06af \u0647\u0633\u062a \u06a9\u0647 \u0631\u0627\u062d\u062a \u0645\u06cc \u062a\u0648\u0646\u06cc\u062f \u0627\u0632 \u0645\u062a\u062f \u0627\u0648\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0645\u062b\u0644\u0627 \u06cc\u06a9 \u0644\u0627\u06cc\u0628\u0631\u0631\u06cc \u0645\u0634\u0647\u0648\u0631 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 pandas \u0647\u0633\u062a. \u062f\u0631 \u063a\u06cc\u0631 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0645\u062b\u0644\u0627 \u0627\u06af\u0647 \u06f3\u06f0 \u06af\u06cc\u06af \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0627\u0631\u06cc\u062f \u0648 \u0631\u0645\u062a\u0648\u0646 \u06f1\u06f2 \u06af\u06cc\u06af \u0647\u0633\u062a \u0637\u0628\u06cc\u0639\u062a\u0627 \u0646\u0645\u06cc \u062a\u0648\u0646\u06cc\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0627\u06cc\u062f \u0628\u0631\u06cc\u062f \u0633\u0631\u0627\u063a api \u067e\u0627\u06cc\u067e \u0644\u0627\u06cc\u0646. \u067e\u0627\u06cc\u067e \u0644\u0627\u06cc\u0646 \u062f\u06cc\u062a\u0627 \u0647\u0627 \u0631\u0648 \u062f\u0633\u062a\u0647 \u062f\u0633\u062a\u0647 (batch) \u0645\u06cc \u06a9\u0646\u0647 \u0648 \u0647\u0631 \u062f\u0633\u062a\u0647 \u0648\u0627\u0631\u062f \u067e\u0627\u06cc\u067e \u0644\u0627\u06cc\u0646 \u0634\u062f\u0647 \u0648 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u0646 \u0645\u062f\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u0634\u0647. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u067e \u0644\u0627\u06cc\u0646 \u0628\u0627\u0639\u062b \u0645\u06cc\u0634\u0647 \u06a9\u0647 \u0628\u062a\u0648\u0646\u06cc\u062f \u0627\u0632 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0639 \u06a9\u0646\u06cc\u062f. \u06cc\u0639\u0646\u06cc \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0645\u06cc \u062a\u0648\u0646\u0647 \u062f\u0631 \u0686\u0646\u062f cpu \u0645\u062e\u062a\u0644\u0641 \u0647\u0645\u0632\u0645\u0627\u0646 \u0645\u062f\u0644 \u0631\u0648 \u0622\u0645\u0648\u0632\u0634 \u0628\u062f\u0647.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062e\u0644\u0627\u0635\u0647 \u06a9\u0647 \u0627\u06af\u0647 \u062f\u06cc\u062a\u0627\u0633\u062a \u0634\u0645\u0627 \u06a9\u0648\u0686\u06a9\u0647 \u06a9\u0627\u0645\u0644 \u062f\u0627\u062e\u0644 \u0645\u0645\u0648\u0631\u06cc \u0631\u0645 \u0648\u0627\u0631\u062f\u0634 \u06a9\u0646\u06cc\u062f \u0645\u062b\u0644\u0627 \u0628\u0627 pandas \u062f\u0631 \u063a\u06cc\u0631 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u06cc\u0627 \u0627\u06af\u0647 \u0645\u06cc \u062e\u0648\u0627\u06cc\u06cc\u062f \u0627\u0632 \u0686\u0646\u062f cpu \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0627\u0632 \u067e\u0627\u06cc\u067e \u0644\u0627\u06cc\u0646 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<h3 id=\"%d8%a7%db%8c%d8%ac%d8%a7%d8%af-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87-%d8%af%d8%b1-%d8%aa%d9%86%d8%b3%d9%88%d8%b1%d9%81%d9%84%d9%88\" class=\"md-block-header-two md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0627\u06cc\u062c\u0627\u062f \u062e\u0637 \u0644\u0648\u0644\u0647 \u062f\u0631 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648<\/strong><\/h3>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0645\u0631\u062d\u0644\u0647 \u06f1) \u0633\u0627\u062e\u062a \u062f\u06cc\u062a\u0627<\/strong><\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0628\u0627 \u0644\u0627\u06cc\u0628\u0631\u0631\u06cc numpy \u062f\u0648 \u062a\u0627 \u0639\u062f\u062f \u0631\u0646\u062f\u0645 \u0645\u06cc \u0633\u0627\u0632\u06cc\u0645<\/p>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">123<\/span><span class=\"code-container\">import numpy as np<\/span><\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\"> x_input = np.random.sample((1,2))<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">print(x_input)<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">[[0.8835775 0.23766977]]<\/span><\/span><\/li>\n<\/ol>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0645\u0631\u062d\u0644\u0647 \u06f2) \u0633\u0627\u062e\u062a placeholder<\/strong><\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062a\u0648\u06cc \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u06cc\u06a9 placeholder \u0628\u0647 \u0627\u0633\u0645 X \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0627 \u062f\u0648 \u0639\u0636\u0648 \u0627\u0632 \u0646\u0648\u0639 float \u0645\u06cc \u0633\u0627\u0632\u06cc\u0645<\/p>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">\u00a0using a placeholder #<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">x = tf.placeholder(tf.float32, shape=[1,2], name = &#8216;X&#8217;)<\/span><\/li>\n<\/ol>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0645\u0631\u062d\u0644\u0647 \u06f3: \u0633\u0627\u062e\u062a dataset<\/strong><\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0645\u0627 \u0628\u0627\u06cc\u062f dataset \u0631\u0648 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0642\u062f\u0627\u0631 placeholder x \u062f\u0627\u062e\u0644\u0634 \u0642\u0631\u0627\u0631 \u0628\u062f\u06cc\u0645.<\/p>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">tf.data.Dataset.from_tensor_slices<\/span><\/span><\/li>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">dataset = tf.data.Dataset.from_tensor_slices(x)<\/span><\/span><\/li>\n<\/ol>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0645\u0631\u062d\u0644\u0647 \u06f4: \u0633\u0627\u062e\u062a \u067e\u0627\u06cc\u067e \u0644\u0627\u06cc\u0646<\/strong><\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0645\u0627 \u0628\u0627\u06cc\u062f \u067e\u0627\u06cc\u067e \u0644\u0627\u06cc\u0646 \u0631\u0648 \u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645 \u06cc\u06a9 iterator \u0645\u06cc \u0633\u0627\u0632\u06cc\u0645 \u06a9\u0647 \u0628\u0631 \u0631\u0648\u06cc \u062f\u06cc\u062a\u0627 \u0647\u0627 \u062c\u0631\u06cc\u0627\u0646 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0647. \u0628\u0627 \u0645\u062a\u062f get_next \u0645\u0642\u062f\u0627\u0631 \u0628\u0639\u062f\u06cc \u0631\u0648 \u0645\u06cc \u06af\u06cc\u0631\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u06cc\u06a9 batch \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a \u06a9\u0647 \u0641\u0642\u0637 \u062f\u0648 \u0645\u0642\u062f\u0627\u0631 \u062f\u0627\u0631\u062f.<\/p>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">12<\/span><span class=\"code-container\">iterator = dataset.make_initializable_iterator()<\/span><\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">get_next = iterator.get_next()<\/span><\/li>\n<\/ol>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong class=\"md-inline-bold\">\u0645\u0631\u062d\u0644\u0647 \u06f5: \u0627\u062c\u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647<\/strong><\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0622\u062e\u0631 \u06cc\u06a9 \u0633\u0634\u0646 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0648\u0631\u0648\u062f\u06cc \u0622\u0646 iterator \u0648 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0647\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 numpy \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0648 \u0628\u0631\u0627\u06cc \u0647\u0631 \u06a9\u062f\u0648\u0645 \u0645\u0642\u062f\u0627\u0631\u0634 \u0686\u0627\u067e \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">with tf.Session() as sess:<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\"># feed the placeholder with data<br \/>\n<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">sess.run(iterator.initializer, feed_dict={ x: x_input })<br \/>\n<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">print(sess.run(get_next))<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">[0.8835775 0.23766978]<\/span><\/span><\/li>\n<\/ol>\n<h3 id=\"%d8%ae%d9%84%d8%a7%d8%b5%d9%87\" class=\"md-block-header-three md-block-rtl\" style=\"text-align: justify;\">\u062e\u0644\u0627\u0635\u0647<\/h3>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0645\u0634\u0647\u0648\u0631 \u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u062e\u0648\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0647\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0648\u0646 \u0645\u06cc \u062a\u0648\u0646\u06cc\u062f \u0627\u0632 \u0647\u0631 \u06af\u0648\u0646\u0647 \u0633\u0627\u062e\u062a\u0627\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0647\u0631\u0647 \u0628\u0628\u0631\u06cc\u062f. \u06af\u0648\u06af\u0644 \u0628\u0631\u06cc\u0646 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0631\u0627 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0647 \u0641\u0627\u0635\u0644\u0647 \u0628\u06cc\u0646 \u062a\u06cc\u0645 \u0647\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0648 \u062a\u06cc\u0645 \u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0631\u0648 \u067e\u0631 \u06a9\u0646\u0647 \u0648 \u062a\u0642\u0631\u06cc\u0628\u0627 \u06af\u0648\u06af\u0644 \u062f\u0631 \u062a\u0645\u0627\u0645 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u0634 \u0627\u0632\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0647. \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0644\u0627\u06cc\u0644 \u0627\u0635\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0622\u0633\u0627\u0646 \u0628\u0648\u062f\u0646 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u0634\u062f\u0646 \u062f\u0631 \u0632\u0645\u0627\u0646 Deploy \u0647\u0633\u062a. \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0627\u0632 \u0633\u0631\u0648\u0631 \u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u062a\u0627 \u06af\u0648\u0634\u06cc \u0647\u0627\u06cc Android , IOS \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0633\u062a.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u062f\u0631 \u06cc\u06a9 session \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0647 \u06a9\u0647 \u0647\u0631 \u062c\u0644\u0633\u0647 \u0628\u0647 \u0648\u0633\u06cc\u0644\u0647 \u06cc\u06a9 \u06af\u0631\u0627\u0641 \u0628\u0627 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0645\u062e\u062a\u0644\u0641 \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0633\u0627\u062f\u0647 \u062f\u0631 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0636\u0631\u0628 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u0633\u062a<\/p>\n<h4 id=\"1-%d8%aa%d8%b9%d8%b1%db%8c%d9%81-%d9%85%d8%aa%d8%ba%db%8c%d8%b1\">1.\u062a\u0639\u0631\u06cc\u0641 \u0645\u062a\u063a\u06cc\u0631<\/h4>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">X_1 = tf.placeholder(tf.float32, name = &#8220;X_1&#8221;)<br \/>\n<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">X_2 = tf.placeholder(tf.float32, name = &#8220;X_2&#8221;)<\/span><\/li>\n<\/ol>\n<h4 id=\"%db%b2-%d8%aa%d8%b9%d8%b1%db%8c%d9%81-%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87\" class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06f2. \u062a\u0639\u0631\u06cc\u0641 \u0645\u062d\u0627\u0633\u0628\u0647<\/h4>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">multiply = tf.multiply(X_1, X_2, name = &#8220;multiply&#8221;)<\/span><\/span><\/li>\n<\/ol>\n<h4 id=\"%db%b3-%d8%a7%d8%ac%d8%b1%d8%a7%db%8c-%d8%b9%d9%85%d9%84%db%8c%d8%a7%d8%aa\" class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06f3. \u0627\u062c\u0631\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a<\/h4>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">with tf.Session() as session:<br \/>\n<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">result = session.run(multiply, feed_dict={X_1:[1,2,3], X_2:[4,5,6]})<br \/>\n<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">print(result)<\/span><\/li>\n<\/ol>\n<p class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\"><strong>\u06cc\u06a9 \u0639\u0645\u0644 \u0631\u0627\u06cc\u062c \u062f\u0631 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0627\u06cc\u062c\u0627\u062f \u067e\u0627\u06cc\u067e \u0644\u0627\u06cc\u0646 \u0647\u0633\u062a \u0628\u0631\u0627\u06cc load \u062f\u06cc\u062a\u0627 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0631\u0645 \u06a9\u0647 \u0628\u0627 \u0645\u0631\u0627\u062d\u0644 \u0632\u06cc\u0631 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0647:<\/strong><\/p>\n<h4 id=\"1-%d8%b3%d8%a7%d8%ae%d8%aa-%d8%af%db%8c%d8%aa%d8%a7-%d9%87%d8%a7\">1. \u0633\u0627\u062e\u062a \u062f\u06cc\u062a\u0627 \u0647\u0627<\/h4>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">import numpy as np<br \/>\n<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">x_input = np.random.sample((1,2))<br \/>\n<\/span><\/li>\n<li><span class=\"code-container\" style=\"color: #808080;\">print(x_input)<\/span><\/li>\n<li><\/li>\n<\/ol>\n<h4 id=\"%db%b2-%d8%b3%d8%a7%d8%ae%d8%aa-place-holder\" class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06f2. \u0633\u0627\u062e\u062a place holder<\/h4>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">x = tf.placeholder(tf.float32, shape=[1,2], name = &#8216;X&#8217;)<\/span><\/span><\/li>\n<\/ol>\n<h4 id=\"%db%b3-%d8%aa%d8%b9%d8%b1%db%8c%d9%81-%d9%85%d8%aa%d8%af-%d8%af%db%8c%d8%aa%d8%a7%d8%b3%d8%aa\" class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06f3. \u062a\u0639\u0631\u06cc\u0641 \u0645\u062a\u062f \u062f\u06cc\u062a\u0627\u0633\u062a<\/h4>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">dataset = tf.data.Dataset.from_tensor_slices(x)<\/span><\/span><\/li>\n<\/ol>\n<h4 id=\"%db%b4-%d8%b3%d8%a7%d8%ae%d8%aa-%d8%ae%d8%b7-%d9%84%d9%88%d9%84%d9%87\" class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06f4. \u0633\u0627\u062e\u062a \u062e\u0637 \u0644\u0648\u0644\u0647<\/h4>\n<ol>\n<li class=\"md-block-code\"><span style=\"color: #808080;\"><span class=\"line-number\">1<\/span><span class=\"code-container\">iterator = dataset.make_initializable_iterator() get_next = iteraror.get_next()<\/span><\/span><\/li>\n<\/ol>\n<h4 id=\"%db%b5-%d8%a7%d8%ac%d8%b1%d8%a7-%d8%a8%d8%b1%d9%86%d8%a7%d9%85%d9%87\" class=\"md-block-unstyled md-block-rtl\" style=\"text-align: justify;\">\u06f5. \u0627\u062c\u0631\u0627 \u0628\u0631\u0646\u0627\u0645\u0647<\/h4>\n<ol>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">with tf.Session() as sess:<br \/>\n<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">sess.run(iterator.initializer, feed_dict={ x: x_input })<br \/>\n<\/span><\/li>\n<li class=\"md-block-code\"><span class=\"code-container\" style=\"color: #808080;\">print(sess.run(get_next))<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3 id=\"%d9%87%d9%85%db%8c%d9%86-%d8%ad%d8%a7%d9%84%d8%a7-%d8%aa%d9%86%d8%b3%d9%88%d8%b1%d9%81%d9%84%d9%88-%d8%b1%d8%a7-%d8%aa%d9%87%db%8c%d9%87-%da%a9%d9%86%db%8c%d8%af\" style=\"text-align: center;\"><span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/client.itpiran.net\/cart.php?gid=31\">\u0647\u0645\u06cc\u0646 \u062d\u0627\u0644\u0627 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0631\u0627 \u062a\u0647\u06cc\u0647 \u06a9\u0646\u06cc\u062f<\/a><\/span><\/h3>\n<p><script><\/script><\/p>\n","protected":false},"excerpt":{"rendered":"TensorFlow TensorFlow, Google ve\u2026 taraf\u0131ndan yay\u0131nlanan bir makine \u00f6\u011frenmesi ve derin \u00f6\u011frenme k\u00fct\u00fcphanesidir.","protected":false},"author":1,"featured_media":14299,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u06cc\u06a9 \u06a9\u062a\u0627\u0628 \u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 \u06af\u0648\u06af\u0644 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0646\u0648\u0634\u062a\u0647 \u0634\u0645\u0627 \u0631\u0627 \u062f\u0631 \u0633\u0631\u0686 \u06af\u0648\u06af\u0644 \u06a9\u0627\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.","_yoast_wpseo_canonical":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_twitter-description":"","_yoast_wpseo_twitter-image":"","_yoast_wpseo_focuskeywords":"[]","_yoast_wpseo_primary_category":"351","footnotes":""},"categories":[351],"tags":[],"class_list":{"0":"post-14145","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-information"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 - \u0628\u0644\u0627\u06af ITPiran<\/title>\n<meta name=\"description\" content=\"\u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u06cc\u06a9 \u06a9\u062a\u0627\u0628 \u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 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