{"id":341275,"date":"2017-05-18T03:16:34","date_gmt":"2017-05-17T19:16:34","guid":{"rendered":"http:\/\/techcrunch.com\/?p=1492659"},"modified":"2017-05-18T03:16:34","modified_gmt":"2017-05-17T19:16:34","slug":"google-is-giving-a-cluster-of-1000-cloud-tpus-to-researchers-for-free","status":"publish","type":"post","link":"https:\/\/people.utm.my\/asmawisham\/google-is-giving-a-cluster-of-1000-cloud-tpus-to-researchers-for-free\/","title":{"rendered":"Google is giving a cluster of 1,000 Cloud TPUs to researchers for free"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/google-io-2017-0352.jpg?w=738\" class=\"\"\/><\/p>\n<p id=\"speakable-summary\">At the end of Google I\/O, the company unveiled a new program to give researchers access to the company\u2019s most advanced machine learning technologies for free.\u00a0<a target=\"_blank\" href=\"https:\/\/www.tensorflow.org\/tfrc\/\" rel=\"noopener noreferrer\">The TensorFlow Research Cloud<\/a> program, as it will be called, will be application based and open to anyone conducting research, rather than just members of academia.<\/p>\n<p>If accepted, researchers will get access to a cluster of 1,000 Cloud TPUs for training and inference. Each cloud TPU will offer 180 teraflops of\u00a0floating-point performance and 64GB of memory. Compute time will be allocated and limited\u00a0depending on the particular approved project.<\/p>\n<p>In exchange, Google is asking users to share their research in peer-reviewed publications and open-source code.\u00a0If that level of openness isn\u2019t your cup of tea, Google is also planning to launch a\u00a0Cloud TPU Alpha program for internal, private sector, work.<\/p>\n<p>The application for the program isn\u2019t open yet, but Google is directing interested parties to fill out a <a target=\"_blank\" href=\"https:\/\/services.google.com\/fb\/forms\/tpusignup\/\" rel=\"noopener noreferrer\">form indicating interest<\/a>. The questionnaire asks for basic information about the size of typical training sets, the time models typically take to train, your favored platforms for training models and the hardware you regularly use.<\/p>\n<p>Eventually, decisions will be given out on a rolling basis. And even if you\u2019re rejected, the company is encouraging all applicants to re-apply when new projects and needs surface.<\/p>\n","protected":false},"excerpt":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"453\" src=\"https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/google-io-2017-0352.jpg?w=680\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/google-io-2017-0352.jpg?w=680 680w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/google-io-2017-0352.jpg?w=1360 1360w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/google-io-2017-0352.jpg?w=150 150w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/google-io-2017-0352.jpg?w=300 300w, https:\/\/tctechcrunch2011.files.wordpress.com\/2017\/05\/google-io-2017-0352.jpg?w=768 768w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/>&nbsp;At the end of Google I\/O, the company unveiled a new program to give researchers access to the company&#8217;s most advanced machine learning technologies for free.\u00a0The TensorFlow Research Cloud program, as it will be called, will be application based and open to anyone conducting research, rather than just members of academia. If accepted, researchers will get access to a cluster of 1,000&hellip; <a href=\"https:\/\/techcrunch.com\/2017\/05\/17\/the-tensorflow-research-cloud-program-gives-the-latest-cloud-tpus-to-scientists\/?ncid=rss\">Read More<\/a><\/p>\n<div class=\"feedflare\">\n<a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=Is_JhmAgiN4:cpqU4y9Zs18:2mJPEYqXBVI\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?d=2mJPEYqXBVI\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=Is_JhmAgiN4:cpqU4y9Zs18:7Q72WNTAKBA\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?d=7Q72WNTAKBA\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=Is_JhmAgiN4:cpqU4y9Zs18:yIl2AUoC8zA\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?d=yIl2AUoC8zA\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=Is_JhmAgiN4:cpqU4y9Zs18:-BTjWOF_DHI\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?i=Is_JhmAgiN4:cpqU4y9Zs18:-BTjWOF_DHI\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=Is_JhmAgiN4:cpqU4y9Zs18:D7DqB2pKExk\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?i=Is_JhmAgiN4:cpqU4y9Zs18:D7DqB2pKExk\" border=\"0\"><\/img><\/a> <a href=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?a=Is_JhmAgiN4:cpqU4y9Zs18:qj6IDK7rITs\"><img decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~ff\/Techcrunch?d=qj6IDK7rITs\" border=\"0\"><\/img><\/a>\n<\/div>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/feeds.feedburner.com\/~r\/Techcrunch\/~4\/Is_JhmAgiN4\" height=\"1\" width=\"1\" alt=\"\"\/> <\/p>\n","protected":false},"author":5817,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[25],"tags":[59,66,26],"class_list":["post-341275","post","type-post","status-publish","format-standard","hentry","category-technology","tag-media","tag-techcrunch","tag-technology"],"_links":{"self":[{"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/posts\/341275","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/users\/5817"}],"replies":[{"embeddable":true,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/comments?post=341275"}],"version-history":[{"count":0,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/posts\/341275\/revisions"}],"wp:attachment":[{"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/media?parent=341275"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/categories?post=341275"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/people.utm.my\/asmawisham\/wp-json\/wp\/v2\/tags?post=341275"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}