{"id":601,"date":"2019-11-24T11:29:13","date_gmt":"2019-11-24T09:29:13","guid":{"rendered":"http:\/\/cloud-5.bitp.kiev.ua\/?page_id=601"},"modified":"2019-11-26T14:44:30","modified_gmt":"2019-11-26T12:44:30","slug":"cntk","status":"publish","type":"page","link":"http:\/\/cloud-5.bitp.kiev.ua\/?page_id=601","title":{"rendered":"CNTK"},"content":{"rendered":"\n<div class=\"wp-block-columns has-2-columns is-layout-flex wp-container-core-columns-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/cloud-5.bitp.kiev.ua\/wp-content\/uploads\/2019\/11\/10-04-2019-19-09-44.jpg\" alt=\"\" class=\"wp-image-708\" width=\"161\" height=\"95\"\/><\/figure><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Microsoft\nCognitive Toolkit (CNTK) &#8211; \u0446\u0435 \u043a\u043e\u043c\u0435\u0440\u0446\u0456\u0439\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0435\u043d\u0438\u0439 DL \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0437 \u0432\u0435\u043b\u0438\u043a\u0438\u043c\n\u043d\u0430\u0431\u043e\u0440\u043e\u043c \u0434\u0430\u043d\u0438\u0445 \u0432\u0456\u0434 Microsoft Research [<a href=\"https:\/\/docs.microsoft.com\/en-us\/cognitive-toolkit\/\">CNTK<\/a>]. \u0412\u0456\u043d\n\u0440\u0435\u0430\u043b\u0456\u0437\u0443\u0454 \u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0456 \u0442\u0440\u0435\u043d\u0443\u0432\u0430\u043d\u043d\u044f \u0433\u043b\u0438\u0431\u043e\u043a\u0438\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u0438\u0445 \u043c\u0435\u0440\u0435\u0436 \u0434\u043b\u044f \u043c\u043e\u0432\u043b\u0435\u043d\u043d\u044f, \u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u044c,\n\u0440\u0443\u043a\u043e\u043f\u0438\u0441\u043d\u043e\u0433\u043e \u0442\u0435\u043a\u0441\u0442\u0443 \u0442\u0430 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0438\u0445 \u0434\u0430\u043d\u0438\u0445.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p>\u041c\u0435\u0440\u0435\u0436\u0430 \u0437\u0430\u0434\u0430\u0454\u0442\u044c\u0441\u044f \u044f\u043a \u0441\u0438\u043c\u0432\u043e\u043b\u044c\u043d\u0438\u0439 \u0433\u0440\u0430\u0444 \u0432\u0435\u043a\u0442\u043e\u0440\u043d\u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0439, \u0442\u0430\u043a\u0438\u0445 \u044f\u043a \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f\/\u043c\u043d\u043e\u0436\u0435\u043d\u043d\u044f \u043c\u0430\u0442\u0440\u0438\u0446\u044c \u0430\u0431\u043e \u0437\u0433\u043e\u0440\u0442\u0430\u043d\u043d\u044f, \u044f\u043a\u0456 \u0432\u0438\u043a\u043e\u043d\u0443\u044e\u0442\u044c\u0441\u044f \u043d\u0430\u0434 \u0431\u0443\u0434\u0456\u0432\u0435\u043b\u044c\u043d\u0438\u043c\u0438 \u0431\u043b\u043e\u043a\u0430\u043c\u0438. CNTK \u043f\u0456\u0434\u0442\u0440\u0438\u043c\u0443\u0454 \u0430\u0440\u0445\u0456\u0442\u0435\u043a\u0442\u0443\u0440\u0438 FFNN, CNN, RNN, \u043f\u0440\u0430\u0446\u044e\u0454 \u043d\u0430 64-\u0431\u0456\u0442\u043d\u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0439\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 Linux \u0442\u0430 Windows, \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0447\u0438 API Python, C #, C ++ \u0442\u0430 BrainScript. CNTK \u0440\u0435\u0430\u043b\u0456\u0437\u0443\u0454 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f \u0441\u0442\u043e\u0445\u0430\u0441\u0442\u0438\u0447\u043d\u043e\u0433\u043e \u0433\u0440\u0430\u0434\u0456\u0454\u043d\u0442\u0430 (SGD) \u0437 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e\u044e \u0434\u0438\u0444\u0435\u0440\u0435\u043d\u0446\u0456\u0430\u0446\u0456\u0454\u044e \u0442\u0430 \u043f\u0430\u0440\u0430\u043b\u0435\u043b\u0456\u0437\u0430\u0446\u0456\u0454\u044e \u043d\u0430 \u0434\u0435\u043a\u0456\u043b\u044c\u043a\u043e\u0445 GPU \u0442\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u0430\u0445.<br><\/p>\n\n\n\n<p>\u0421\u0438\u043b\u044c\u043d\u0456 \u0441\u0442\u043e\u0440\u043e\u043d\u0438:<\/p>\n\n\n\n<ul><li>\u0412\u0456\u0434\u043a\u0440\u0438\u0442\u0438\u0439 \u043a\u043e\u0434, \u0448\u0432\u0438\u0434\u043a\u043e \u0440\u043e\u0437\u0432\u0438\u0432\u0430\u0454\u0442\u044c\u0441\u044f, \u0434\u043e\u0431\u0440\u0435 \u043f\u0456\u0434\u0442\u0440\u0438\u043c\u0443\u0454\u0442\u044c\u0441\u044f \u0441\u0438\u043b\u044c\u043d\u043e\u044e \u043f\u0440\u043e\u043c\u0438\u0441\u043b\u043e\u0432\u043e\u044e \u043a\u043e\u043c\u043f\u0430\u043d\u0456\u0454\u044e (Microsoft).<\/li><li>\u0411\u0456\u043b\u044c\u0448 \u0432\u0438\u0441\u043e\u043a\u0430 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0432\u043d\u0456\u0441\u0442\u044c \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u043d\u043e \u0437 Theano \u0442\u0430 Tensorflow \u043f\u0440\u0438 \u0440\u043e\u0431\u043e\u0442\u0456 \u043d\u0430 \u0434\u0435\u043a\u0456\u043b\u044c\u043a\u043e\u0445 \u043c\u0430\u0448\u0438\u043d\u0430\u0445.<\/li><li>\u041f\u0456\u0434\u0442\u0440\u0438\u043c\u0443\u0454 \u0444\u043e\u0440\u043c\u0430\u0442 Open Neural Network Exchange (ONNX), \u0449\u043e \u0434\u043e\u0437\u0432\u043e\u043b\u0438\u0442\u044c \u043b\u0435\u0433\u043a\u043e \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u0442\u0438 \u043c\u0456\u0436 CNTK, Caffe2, PyTorch, MXNet \u0442\u0430 \u0456\u043d\u0448\u0438\u043c\u0438 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438 DL. ONNX \u0440\u043e\u0437\u0440\u043e\u0431\u043b\u044f\u0454\u0442\u044c\u0441\u044f \u0432 \u043a\u043e\u0434\u0456 Microsoft \u0442\u0430 Facebook.<\/li><\/ul>\n\n\n\n<p>\u0421\u043b\u0430\u0431\u043a\u0456&nbsp; \u0441\u0442\u043e\u0440\u043e\u043d\u0438:<\/p>\n\n\n\n<ul><li>\u041e\u0431\u043c\u0435\u0436\u0435\u043d\u0456 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u043d\u0430 \u043c\u043e\u0431\u0456\u043b\u044c\u043d\u0438\u0445 \u043f\u0440\u0438\u0441\u0442\u0440\u043e\u044f\u0445.<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft Cognitive Toolkit (CNTK) &#8211; \u0446\u0435 \u043a\u043e\u043c\u0435\u0440\u0446\u0456\u0439\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0435\u043d\u0438\u0439 DL \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0437 \u0432\u0435\u043b\u0438\u043a\u0438\u043c \u043d\u0430\u0431\u043e\u0440\u043e\u043c \u0434\u0430\u043d\u0438\u0445 \u0432\u0456\u0434 Microsoft Research [CNTK]. \u0412\u0456\u043d \u0440\u0435\u0430\u043b\u0456\u0437\u0443\u0454 \u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0456 \u0442\u0440\u0435\u043d\u0443\u0432\u0430\u043d\u043d\u044f \u0433\u043b\u0438\u0431\u043e\u043a\u0438\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u0438\u0445 \u043c\u0435\u0440\u0435\u0436 \u0434\u043b\u044f \u043c\u043e\u0432\u043b\u0435\u043d\u043d\u044f, \u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u044c, \u0440\u0443\u043a\u043e\u043f\u0438\u0441\u043d\u043e\u0433\u043e \u0442\u0435\u043a\u0441\u0442\u0443 \u0442\u0430 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0438\u0445 \u0434\u0430\u043d\u0438\u0445. \u041c\u0435\u0440\u0435\u0436\u0430 \u0437\u0430\u0434\u0430\u0454\u0442\u044c\u0441\u044f \u044f\u043a \u0441\u0438\u043c\u0432\u043e\u043b\u044c\u043d\u0438\u0439 \u0433\u0440\u0430\u0444 \u0432\u0435\u043a\u0442\u043e\u0440\u043d\u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0439, <a href=\"http:\/\/cloud-5.bitp.kiev.ua\/?page_id=601\" class=\"read-more\">Read More &#8230;<\/a><\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"_links":{"self":[{"href":"http:\/\/cloud-5.bitp.kiev.ua\/index.php?rest_route=\/wp\/v2\/pages\/601"}],"collection":[{"href":"http:\/\/cloud-5.bitp.kiev.ua\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/cloud-5.bitp.kiev.ua\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/cloud-5.bitp.kiev.ua\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"http:\/\/cloud-5.bitp.kiev.ua\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=601"}],"version-history":[{"count":2,"href":"http:\/\/cloud-5.bitp.kiev.ua\/index.php?rest_route=\/wp\/v2\/pages\/601\/revisions"}],"predecessor-version":[{"id":709,"href":"http:\/\/cloud-5.bitp.kiev.ua\/index.php?rest_route=\/wp\/v2\/pages\/601\/revisions\/709"}],"wp:attachment":[{"href":"http:\/\/cloud-5.bitp.kiev.ua\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}