{"action":"created","issue":{"url":"https://api.github.com/repos/fchollet/keras/issues/2599","repository_url":"https://api.github.com/repos/fchollet/keras","labels_url":"https://api.github.com/repos/fchollet/keras/issues/2599/labels{/name}","comments_url":"https://api.github.com/repos/fchollet/keras/issues/2599/comments","events_url":"https://api.github.com/repos/fchollet/keras/issues/2599/events","html_url":"https://github.com/fchollet/keras/issues/2599","id":152922094,"number":2599,"title":"Is statefulness in RNNs doing anything?","user":{"login":"carlthome","id":1595907,"avatar_url":"https://avatars.githubusercontent.com/u/1595907?v=3","gravatar_id":"","url":"https://api.github.com/users/carlthome","html_url":"https://github.com/carlthome","followers_url":"https://api.github.com/users/carlthome/followers","following_url":"https://api.github.com/users/carlthome/following{/other_user}","gists_url":"https://api.github.com/users/carlthome/gists{/gist_id}","starred_url":"https://api.github.com/users/carlthome/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/carlthome/subscriptions","organizations_url":"https://api.github.com/users/carlthome/orgs","repos_url":"https://api.github.com/users/carlthome/repos","events_url":"https://api.github.com/users/carlthome/events{/privacy}","received_events_url":"https://api.github.com/users/carlthome/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":6,"created_at":"2016-05-04T03:24:17Z","updated_at":"2016-07-31T09:14:37Z","closed_at":"2016-05-04T03:32:08Z","body":"Is `stateful=True` in a RNN layer really doing anything at all?\r\n\r\nThe initial states upon each call of a RNN layer are set [here](https://github.com/fchollet/keras/blob/master/keras/layers/recurrent.py#L215) but `self.states` never seems to be updated to anything meaningful anywhere. States are just appended to [a list] (https://github.com/fchollet/keras/blob/master/keras/layers/recurrent.py#L231) but then never seem to be used again. What am I missing?\r\n"},"comment":{"url":"https://api.github.com/repos/fchollet/keras/issues/comments/236419681","html_url":"https://github.com/fchollet/keras/issues/2599#issuecomment-236419681","issue_url":"https://api.github.com/repos/fchollet/keras/issues/2599","id":236419681,"user":{"login":"philipperemy","id":4516927,"avatar_url":"https://avatars.githubusercontent.com/u/4516927?v=3","gravatar_id":"","url":"https://api.github.com/users/philipperemy","html_url":"https://github.com/philipperemy","followers_url":"https://api.github.com/users/philipperemy/followers","following_url":"https://api.github.com/users/philipperemy/following{/other_user}","gists_url":"https://api.github.com/users/philipperemy/gists{/gist_id}","starred_url":"https://api.github.com/users/philipperemy/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/philipperemy/subscriptions","organizations_url":"https://api.github.com/users/philipperemy/orgs","repos_url":"https://api.github.com/users/philipperemy/repos","events_url":"https://api.github.com/users/philipperemy/events{/privacy}","received_events_url":"https://api.github.com/users/philipperemy/received_events","type":"User","site_admin":false},"created_at":"2016-07-31T09:14:37Z","updated_at":"2016-07-31T09:14:37Z","body":"Yes it does : http://philipperemy.github.io/keras-stateful-lstm/"}}
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