{"action":"closed","issue":{"url":"https://api.github.com/repos/Theano/Theano/issues/2938","labels_url":"https://api.github.com/repos/Theano/Theano/issues/2938/labels{/name}","comments_url":"https://api.github.com/repos/Theano/Theano/issues/2938/comments","events_url":"https://api.github.com/repos/Theano/Theano/issues/2938/events","html_url":"https://github.com/Theano/Theano/issues/2938","id":79004449,"number":2938,"title":"Feature Request: Ability to Serialize Graph Models","user":{"login":"jramapuram","id":8204807,"avatar_url":"https://avatars.githubusercontent.com/u/8204807?v=3","gravatar_id":"","url":"https://api.github.com/users/jramapuram","html_url":"https://github.com/jramapuram","followers_url":"https://api.github.com/users/jramapuram/followers","following_url":"https://api.github.com/users/jramapuram/following{/other_user}","gists_url":"https://api.github.com/users/jramapuram/gists{/gist_id}","starred_url":"https://api.github.com/users/jramapuram/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jramapuram/subscriptions","organizations_url":"https://api.github.com/users/jramapuram/orgs","repos_url":"https://api.github.com/users/jramapuram/repos","events_url":"https://api.github.com/users/jramapuram/events{/privacy}","received_events_url":"https://api.github.com/users/jramapuram/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2015-05-21T13:53:16Z","updated_at":"2015-05-23T02:43:04Z","closed_at":"2015-05-23T02:43:04Z","body":"I have been using keras recently (https://github.com/fchollet/keras) & find that recompiling models like LSTM's takes a very look time. It would be nice if the nvcc/gcc/clang compiled binary be retained and offered as a serializable object. Easiest way I'd imagine is to just base64(binary_blob) and serialize. "}}