{"action":"opened","issue":{"url":"https://api.github.com/repos/zalandoresearch/flair/issues/136","repository_url":"https://api.github.com/repos/zalandoresearch/flair","labels_url":"https://api.github.com/repos/zalandoresearch/flair/issues/136/labels{/name}","comments_url":"https://api.github.com/repos/zalandoresearch/flair/issues/136/comments","events_url":"https://api.github.com/repos/zalandoresearch/flair/issues/136/events","html_url":"https://github.com/zalandoresearch/flair/issues/136","id":368029215,"node_id":"MDU6SXNzdWUzNjgwMjkyMTU=","number":136,"title":"Why is dropout applied twice in the sequence tagger model?","user":{"login":"yamrzou","id":40591511,"node_id":"MDQ6VXNlcjQwNTkxNTEx","avatar_url":"https://avatars0.githubusercontent.com/u/40591511?v=4","gravatar_id":"","url":"https://api.github.com/users/yamrzou","html_url":"https://github.com/yamrzou","followers_url":"https://api.github.com/users/yamrzou/followers","following_url":"https://api.github.com/users/yamrzou/following{/other_user}","gists_url":"https://api.github.com/users/yamrzou/gists{/gist_id}","starred_url":"https://api.github.com/users/yamrzou/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/yamrzou/subscriptions","organizations_url":"https://api.github.com/users/yamrzou/orgs","repos_url":"https://api.github.com/users/yamrzou/repos","events_url":"https://api.github.com/users/yamrzou/events{/privacy}","received_events_url":"https://api.github.com/users/yamrzou/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-10-09T03:42:26Z","updated_at":"2018-10-09T03:42:26Z","closed_at":null,"author_association":"NONE","body":"Hi,\r\n\r\nIn the sequence tagger model, if `self.use_rnn == True`, you end up calling `sentence_tensor = self.dropout(sentence_tensor)` twice, in [L212](https://github.com/zalandoresearch/flair/blob/release-0.3/flair/models/sequence_tagger_model.py#L212) and [L228](https://github.com/zalandoresearch/flair/blob/release-0.3/flair/models/sequence_tagger_model.py#L228).  What is the reason for that?\r\n\r\nThanks !"}}
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