{"id":2028,"date":"2019-06-16T17:45:30","date_gmt":"2019-06-16T13:15:30","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=2028"},"modified":"2025-12-23T19:37:09","modified_gmt":"2025-12-23T16:07:09","slug":"end-of-cntk-library","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/news\/deep-networks\/end-of-cntk-library\/","title":{"rendered":"\u067e\u0627\u06cc\u0627\u0646 \u0639\u0645\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 CNTK"},"content":{"rendered":"\n<p>\u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642 \u0648 \u0627\u0646\u062a\u0634\u0627\u0631 \u0646\u062a\u0627\u06cc\u062c \u0647\u06cc\u062c\u0627\u0646 \u0627\u0646\u06af\u06cc\u0632 \u0622\u0646 \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u0634\u0631\u06a9\u062a\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0647\u0631 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u0633\u062a\u0642\u0644\u06cc \u0628\u0631\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642 \u0648 \u062a\u0648\u0633\u0639\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0646\u062f. \u0645\u062b\u0644\u0627 \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Cognitive Toolkit \u06cc\u0627 <a href=\"https:\/\/github.com\/microsoft\/CNTK\" target=\"_blank\" rel=\"noopener\">CNTK <\/a>\u0631\u0627 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f\u060c \u06af\u0648\u06af\u0644 <a href=\"https:\/\/tensorflow.org\" target=\"_blank\" rel=\"noopener\">Tensorflow <\/a>\u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0631\u062f\u060c \u0645\u0631\u06a9\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0628\u0631\u06a9\u0644\u06cc\u060c <a href=\"https:\/\/caffe.berkeleyvision.org\" target=\"_blank\" rel=\"noopener\">Caffe<\/a> \u0631\u0627 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f \u0648 \u0634\u0631\u06a9\u062a Mathworks \u0647\u0645 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 Deep Learning \u0631\u0627 \u0628\u0631\u0627\u06cc Matlab \u062a\u0648\u0644\u06cc\u062f \u06a9\u0631\u062f. <\/p>\n\n\n\n<p>\u0647\u0631 \u06a9\u062f\u0627\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0628\u0647 \u0646\u0648\u0639\u06cc \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/deep-learning\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642<\/a> \u06a9\u0645\u06a9 \u06a9\u0631\u062f\u0646\u062f. \u0627\u0645\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0627\u0634\u062a \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0647\u0645\u06cc\u0634\u0647 \u0628\u0645\u0627\u0646\u0646\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0628\u0627 \u06af\u0630\u0631 \u0632\u0645\u0627\u0646 \u0627\u0632 \u06af\u0631\u062f\u0648\u0646\u0647 \u0631\u0642\u0627\u0628\u062a \u062e\u0627\u0631\u062c \u0634\u062f\u0647 \u0648 \u062a\u0631\u062c\u06cc\u062d \u0645\u06cc \u062f\u0647\u0646\u062f \u0645\u062d\u062a\u0631\u0645\u0627\u0646\u0647 \u0627\u0646\u0635\u0631\u0627\u0641 \u062f\u0647\u0646\u062f! \u0638\u0627\u0647\u0631\u0627 \u0627\u06cc\u0646 \u0627\u062a\u0641\u0627\u0642 \u0628\u0631\u0627\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 CNTK \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0627\u0641\u062a\u0627\u062f\u0647 \u0627\u0633\u062a \u0648 \u0627\u062e\u06cc\u0631\u0627 \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a\u060c \u0637\u06cc <a href=\"https:\/\/github.com\/Microsoft\/CNTK#disclaimer\" target=\"_blank\" rel=\"noopener\">\u0627\u0637\u0644\u0627\u0639\u06cc\u0647 \u0627\u06cc<\/a> \u0627\u0639\u0644\u0627\u0645 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0633\u062e\u0647 \u06f2\u066b\u06f7\u060c \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 CNTK \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. <\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"223\" height=\"226\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/06\/cntk.png\" alt=\"CNTK - \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a\" class=\"wp-image-2029\" title=\"\"><\/figure><\/div>\n\n\n\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u06cc\u0647\u060c \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062e\u0648\u0627\u0633\u062a\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06a9\u0627\u0645\u0644 CNTK 2.7 \u0627\u0632 \u0632\u06cc\u0633\u062a \u0628\u0648\u0645 \u062c\u062f\u06cc\u062f <a href=\"https:\/\/onnx.ai\" target=\"_blank\" rel=\"noopener\">ONNX<\/a> (\u0627\u0628\u0632\u0627\u0631 \u0645\u062a\u0646 \u0628\u0627\u0632 \u062a\u0628\u0627\u062f\u0644 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/neural-network\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc<\/a> &#8211; Open Neural Network Exchange)\u060c \u0645\u062f\u0644\u0647\u0627\u06cc CNTK \u0631\u0627 \u0628\u0647 \u0645\u062f\u0644\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u062f\u0631 ONNX \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u0634\u0648\u062f\u060c \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f. \u062f\u0631 \u0648\u0627\u0642\u0639 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 ONNX\u060c \u062f\u0631 \u0648\u0627\u0642\u0639 \u0642\u0635\u062f \u062f\u0627\u0631\u062f \u0627\u06cc\u0646 \u0632\u06cc\u0633\u062a \u0628\u0648\u0645 \u062c\u062f\u06cc\u062f \u0631\u0627 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 CNTK \u06a9\u0646\u062f.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter-rtl ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062e\u0648\u0627\u0646\u062f :<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #0044bf;color:#0044bf\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #0044bf;color:#0044bf\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/shahaab-co.com\/mag\/news\/deep-networks\/end-of-cntk-library\/#%D8%A8%D8%AE%D8%B4%D9%87%D8%A7%DB%8C%DB%8C_%D8%A7%D8%B2_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%DB%8C%D9%87_%D8%B3%D9%84%D8%A8_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA_%D9%85%D8%A7%DB%8C%DA%A9%D8%B1%D9%88%D8%B3%D8%A7%D9%81%D8%AA_%D8%AF%D8%B1_%D9%85%D9%88%D8%B1%D8%AF_CNTK\" >\u0628\u062e\u0634\u0647\u0627\u06cc\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u06cc\u0647 \u0633\u0644\u0628 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u062f\u0631 \u0645\u0648\u0631\u062f CNTK<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/shahaab-co.com\/mag\/news\/deep-networks\/end-of-cntk-library\/#Microsoft_Disclaimer_about_Cognitive_Toolkit\" >Microsoft Disclaimer about Cognitive Toolkit<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D8%A8%D8%AE%D8%B4%D9%87%D8%A7%DB%8C%DB%8C_%D8%A7%D8%B2_%D8%A7%D8%B7%D9%84%D8%A7%D8%B9%DB%8C%D9%87_%D8%B3%D9%84%D8%A8_%D9%85%D8%B3%D8%A6%D9%88%D9%84%DB%8C%D8%AA_%D9%85%D8%A7%DB%8C%DA%A9%D8%B1%D9%88%D8%B3%D8%A7%D9%81%D8%AA_%D8%AF%D8%B1_%D9%85%D9%88%D8%B1%D8%AF_CNTK\"><\/span>\n\n\u0628\u062e\u0634\u0647\u0627\u06cc\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u06cc\u0647 \u0633\u0644\u0628 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u062f\u0631 \u0645\u0648\u0631\u062f CNTK\n\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p style=\"background-color:#f9e3de\" class=\"has-background\">\u0646\u0633\u062e\u0647 \u06f2\u066b\u06f7 \u0627\u0645\u0631\u0648\u0632\u060c \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0635\u0644\u06cc CNTK \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u062e\u06cc  \u0646\u0633\u062e\u0647 \u0647\u0627\u06cc \u062c\u0632\u0626\u06cc \u062c\u062f\u06cc\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0631\u0641\u0639 \u0627\u0634\u06a9\u0627\u0644 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u06cc\u0645\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0647\u0627 \u0645\u0648\u0631\u062f\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u0648 \u0647\u06cc\u0686 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f.<\/p>\n\n\n\n<p style=\"background-color:#f9e3de\" class=\"has-background\">\u0646\u0633\u062e\u0647 CNTK 2.7 \u062f\u0627\u0631\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06a9\u0627\u0645\u0644 \u0627\u0632 ONNX 1.4.1 \u0627\u0633\u062a \u0648 \u0645\u0627 \u06a9\u0633\u0627\u0646\u06cc \u0631\u0627 \u06a9\u0647 \u0642\u0635\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc CNTK \u062e\u0648\u062f \u062f\u0627\u0631\u0646\u062f \u0631\u0627 \u0628\u0647 \u0628\u0647\u0631\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 ONNX \u0648 ONNX Runtime \u062a\u0634\u0648\u06cc\u0642 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0686\u0627\u0631\u0686\u0648\u0628 \u0647\u0627\u06cc\u06cc \u06a9\u0647 ONNX \u0627\u0632 \u0622\u0646\u0647\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f\u060c \u0627\u0632 \u0646\u0648\u0622\u0648\u0631\u06cc\u0647\u0627\u06cc \u062a\u06a9\u0627\u0645\u0644 \u06cc\u0627\u0641\u062a\u0647 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0645\u0628\u062f\u0644\u0647\u0627\u06cc \u0622\u0645\u0627\u062f\u0647\u060c \u0645\u062f\u0644 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 PyTorch \u06cc\u0627 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0628\u0647 ONNX \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"text-align:left\"><span class=\"ez-toc-section\" id=\"Microsoft_Disclaimer_about_Cognitive_Toolkit\"><\/span><strong>Microsoft <a href=\"https:\/\/github.com\/Microsoft\/CNTK#disclaimer\" target=\"_blank\" rel=\"noopener\">Disclaimer <\/a>about Cognitive Toolkit<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p dir=\"ltr\">Dear community,<\/p>\n\n\n\n<p dir=\"ltr\">With our ongoing contributions to ONNX and the ONNX Runtime, we have made it easier to interoperate within the AI framework ecosystem and to access high performance, cross-platform inferencing capabilities for both traditional ML models and deep neural networks. Over the last few years we have been privileged to develop such key open-source machine learning projects, including the Microsoft Cognitive Toolkit, which has enabled its users to leverage industry-wide advancements in deep learning at scale.<\/p>\n\n\n\n<p dir=\"ltr\">Today\u2019s 2.7 release will be the last main release of CNTK. We may have some subsequent minor releases for bug fixes, but these will be evaluated on a case-by-case basis. There are no plans for new feature development post this release.<\/p>\n\n\n\n<p dir=\"ltr\">The CNTK 2.7 release has full support for ONNX 1.4.1, and we encourage those seeking to operationalize their CNTK models to take advantage of ONNX and the ONNX Runtime. Moving forward, users can continue to leverage evolving ONNX innovations via the number of frameworks that support it. For example, users can natively export ONNX models from PyTorch or convert TensorFlow models to ONNX with the TensorFlow-ONNX converter.<\/p>\n\n\n\n<p dir=\"ltr\">We are incredibly grateful for all the support we have received from contributors and users over the years since the initial open-source release of CNTK. CNTK has enabled both Microsoft teams and external users to execute complex and large-scale workloads in all manner of deep learning applications, such as historical breakthroughs in speech recognition achieved by Microsoft Speech researchers, the originators of the framework.<\/p>\n\n\n\n<p dir=\"ltr\">As ONNX is increasingly employed in serving models used across Microsoft products such as Bing and Office, we are dedicated to synthesizing innovations from research with the rigorous demands of production to progress the ecosystem forward.<\/p>\n\n\n\n<p dir=\"ltr\">Above all, our goal is to make innovations in deep learning across the software and hardware stacks as open and accessible as possible. We will be working hard to bring both the existing strengths of CNTK and new state-of-the-art research into other open-source projects to truly broaden the reach of such technologies.<\/p>\n\n\n\n<p dir=\"ltr\">With gratitude,<\/p>\n\n\n\n<p dir=\"ltr\">&#8212; The CNTK Team<\/p>\n\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;2028&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;\u067e\u0627\u06cc\u0627\u0646 \u0639\u0645\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 CNTK&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>\u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642 \u0648 \u0627\u0646\u062a\u0634\u0627\u0631 \u0646\u062a\u0627\u06cc\u062c \u0647\u06cc\u062c\u0627\u0646 \u0627\u0646\u06af\u06cc\u0632 \u0622\u0646 \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u0634\u0631\u06a9\u062a\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0647\u0631 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u0633\u062a\u0642\u0644\u06cc \u0628\u0631\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642 \u0648 \u062a\u0648\u0633\u0639\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0646\u062f. \u0645\u062b\u0644\u0627 \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Cognitive Toolkit \u06cc\u0627 CNTK \u0631\u0627 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f\u060c \u06af\u0648\u06af\u0644 Tensorflow \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0631\u062f\u060c \u0645\u0631\u06a9\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0628\u0631\u06a9\u0644\u06cc\u060c Caffe &hellip;<\/p>\n","protected":false},"author":6,"featured_media":2029,"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":[24,20],"tags":[134,135,136,86],"class_list":["post-2028","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-deep-networks","category-news","tag-cntk","tag-onnx","tag-136","tag-86"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/2028","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\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=2028"}],"version-history":[{"count":1,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/2028\/revisions"}],"predecessor-version":[{"id":16850,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/2028\/revisions\/16850"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/2029"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=2028"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=2028"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=2028"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}