{"id":1032,"date":"2016-01-25T14:52:17","date_gmt":"2016-01-25T06:52:17","guid":{"rendered":"http:\/\/magicalbits.net\/?p=1032"},"modified":"2016-01-25T14:52:17","modified_gmt":"2016-01-25T06:52:17","slug":"deep-learning-in-a-single-file-for-smart-devices-mxnet-0-5-0-documentation","status":"publish","type":"post","link":"https:\/\/magicalbits.net\/?p=1032","title":{"rendered":"Deep Learning in a Single File for Smart Devices \u2014 mxnet 0.5.0 documentation"},"content":{"rendered":"<blockquote><p><a href=\"http:\/\/mxnet.readthedocs.org\/en\/latest\/tutorial\/smart_device.html\"><img decoding=\"async\" class=\"alignnone size-full\" src=\"http:\/\/magicalbits.net\/wp-content\/uploads\/2016\/01\/subinception.png\" alt=\"\" \/><\/a><a href=\"http:\/\/mxnet.readthedocs.org\/en\/latest\/tutorial\/smart_device.html\"><img decoding=\"async\" class=\"alignnone size-full\" src=\"http:\/\/magicalbits.net\/wp-content\/uploads\/2016\/01\/poolnet.jpg\" alt=\"\" \/><\/a><\/p><\/blockquote>\n<blockquote><p>Deep learning (DL) systems are complex and often have a few of dependencies. It is often painful to port a DL library into different platforms, especially for smart devices. There is one fun way to solve this problem: provide a light interface and put all required codes into a single file with minimal dependencies. In this tutorial we will give details on how to do the amalgamation. In addition, we will show a demo to run image object recognition on mobile devices.<\/p><\/blockquote>\n<p>Source: <em><a href=\"http:\/\/mxnet.readthedocs.org\/en\/latest\/tutorial\/smart_device.html\">Deep Learning in a Single File for Smart Devices \u2014 mxnet 0.5.0 documentation<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deep learning (DL) systems are complex and often have a few of dependencies. It is often painful to port a DL library into different platforms, especially for smart devices. There is one fun way to solve this problem: provide a light interface and put all required codes into a single file with minimal dependencies. In [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ep_exclude_from_search":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[26],"tags":[],"class_list":["post-1032","post","type-post","status-publish","format-standard","hentry","category-machine-learning"],"jetpack_featured_media_url":"","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts\/1032","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1032"}],"version-history":[{"count":1,"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts\/1032\/revisions"}],"predecessor-version":[{"id":1035,"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts\/1032\/revisions\/1035"}],"wp:attachment":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1032"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1032"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1032"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}