{"action":"created","issue":{"url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/1440","repository_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j","labels_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/1440/labels{/name}","comments_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/1440/comments","events_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/1440/events","html_url":"https://github.com/deeplearning4j/deeplearning4j/issues/1440","id":150720109,"node_id":"MDU6SXNzdWUxNTA3MjAxMDk=","number":1440,"title":"Add other LSTM variants","user":{"login":"AlexDBlack","id":2360237,"node_id":"MDQ6VXNlcjIzNjAyMzc=","avatar_url":"https://avatars0.githubusercontent.com/u/2360237?v=4","gravatar_id":"","url":"https://api.github.com/users/AlexDBlack","html_url":"https://github.com/AlexDBlack","followers_url":"https://api.github.com/users/AlexDBlack/followers","following_url":"https://api.github.com/users/AlexDBlack/following{/other_user}","gists_url":"https://api.github.com/users/AlexDBlack/gists{/gist_id}","starred_url":"https://api.github.com/users/AlexDBlack/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/AlexDBlack/subscriptions","organizations_url":"https://api.github.com/users/AlexDBlack/orgs","repos_url":"https://api.github.com/users/AlexDBlack/repos","events_url":"https://api.github.com/users/AlexDBlack/events{/privacy}","received_events_url":"https://api.github.com/users/AlexDBlack/received_events","type":"User","site_admin":false},"labels":[{"id":67901001,"node_id":"MDU6TGFiZWw2NzkwMTAwMQ==","url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/labels/Enhancement","name":"Enhancement","color":"000080","default":false}],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2016-04-25T01:10:10Z","updated_at":"2018-07-25T09:30:49Z","closed_at":"2018-07-25T09:30:49Z","author_association":"MEMBER","body":"(As of the time of posting: this is lower priority. But is worth considering for the future).\n\nA number of LSTM variants exist: http://arxiv.org/pdf/1503.04069v1.pdf\nSome of these variants have fewer parameters without significantly impacting performance.\n"},"comment":{"url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/comments/407693874","html_url":"https://github.com/deeplearning4j/deeplearning4j/issues/1440#issuecomment-407693874","issue_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/1440","id":407693874,"node_id":"MDEyOklzc3VlQ29tbWVudDQwNzY5Mzg3NA==","user":{"login":"AlexDBlack","id":2360237,"node_id":"MDQ6VXNlcjIzNjAyMzc=","avatar_url":"https://avatars0.githubusercontent.com/u/2360237?v=4","gravatar_id":"","url":"https://api.github.com/users/AlexDBlack","html_url":"https://github.com/AlexDBlack","followers_url":"https://api.github.com/users/AlexDBlack/followers","following_url":"https://api.github.com/users/AlexDBlack/following{/other_user}","gists_url":"https://api.github.com/users/AlexDBlack/gists{/gist_id}","starred_url":"https://api.github.com/users/AlexDBlack/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/AlexDBlack/subscriptions","organizations_url":"https://api.github.com/users/AlexDBlack/orgs","repos_url":"https://api.github.com/users/AlexDBlack/repos","events_url":"https://api.github.com/users/AlexDBlack/events{/privacy}","received_events_url":"https://api.github.com/users/AlexDBlack/received_events","type":"User","site_admin":false},"created_at":"2018-07-25T09:30:49Z","updated_at":"2018-07-25T09:30:49Z","author_association":"MEMBER","body":"We have both LSTM and GravesLSTM. The former supports CuDNN.\r\nOthers don't have good enough relative performance to justify implementing (or to justify the performance hit of not having CuDNN)"}}
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