{"id":3257,"date":"2015-11-09T20:17:32","date_gmt":"2015-11-09T20:17:32","guid":{"rendered":"http:\/\/www.kurzweilai.net\/?p=266522"},"modified":"2015-11-11T02:39:16","modified_gmt":"2015-11-11T02:39:16","slug":"google-open-sources-its-tensorflow-machine-learning-system","status":"publish","type":"post","link":"https:\/\/hoo.central12.com\/fugic\/2015\/11\/09\/google-open-sources-its-tensorflow-machine-learning-system\/","title":{"rendered":"Google open-sources its TensorFlow machine learning system"},"content":{"rendered":"<p><iframe frameborder=\"0\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/oZikw5k_2FM?rel=0\" width=\"640\"><\/iframe><\/p>\n<p>Google <a href=\"https:\/\/googleblog.blogspot.com\/2015\/11\/tensorflow-smarter-machine-learning-for.html\" >announced today<\/a> that it will make its new second-generation \u201c<a href=\"http:\/\/tensorflow.org\/\">TensorFlow<\/a>\u201d machine-learning system open source.<\/p>\n<p>That means programmers can now achieve some of what Google engineers have done, using TensorFlow &#8212; from speech recognition in the Google app, to\u00a0<a href=\"http:\/\/gmailblog.blogspot.com\/2015\/11\/computer-respond-to-this-email.html\">Smart Reply<\/a>\u00a0in Inbox, to search in Google Photos, to reading a sign in a foreign language using Google Translate.<\/p>\n<p>Google says TensorFlow is a highly scalable machine learning system &#8212; it can run on a single smartphone or across thousands of computers in datacenters. The idea is to accelerate research on machine learning, &#8220;or wherever researchers are trying to make sense of very complex data &#8212; everything from protein folding to crunching astronomy data.&#8221;<\/p>\n<p><a href=\"http:\/\/googleresearch.blogspot.com\/2015\/11\/tensorflow-googles-latest-machine_9.html\" >This blog post<\/a> by Jeff Dean, Senior Google Fellow, and Rajat Monga, Technical Lead, provides a technical overview. &#8220;Our deep learning researchers all use TensorFlow in their experiments. Our engineers use it to infuse Google Search with\u00a0<a href=\"http:\/\/www.bloomberg.com\/news\/articles\/2015-10-26\/google-turning-its-lucrative-web-search-over-to-ai-machines\">signals derived from deep neural networks<\/a>, and to power the\u00a0<a href=\"http:\/\/googleresearch.blogspot.com\/2015\/11\/computer-respond-to-this-email.html\">magic features of tomorrow<\/a>,&#8221; they note.<\/p>\n<div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Google announced today that it will make its new second-generation &ldquo;TensorFlow&rdquo; machine-learning system open source. That means programmers can now achieve some of what Google engineers have done, using TensorFlow &mdash; from speech recognition in the Google app, to&nbsp;Smart Reply&nbsp;in Inbox, to search in Google Photos, to reading a sign in a foreign language using [&#8230;]<\/p>\n","protected":false},"author":13,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46,53,43],"tags":[],"class_list":["post-3257","post","type-post","status-publish","format-standard","hentry","category-airobotics","category-internetcloudtelecom","category-news"],"_links":{"self":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts\/3257"}],"collection":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/comments?post=3257"}],"version-history":[{"count":2,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts\/3257\/revisions"}],"predecessor-version":[{"id":3302,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts\/3257\/revisions\/3302"}],"wp:attachment":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/media?parent=3257"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/categories?post=3257"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/tags?post=3257"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}