{"action":"created","issue":{"url":"https://api.github.com/repos/deepgram/kur/issues/14","repository_url":"https://api.github.com/repos/deepgram/kur","labels_url":"https://api.github.com/repos/deepgram/kur/issues/14/labels{/name}","comments_url":"https://api.github.com/repos/deepgram/kur/issues/14/comments","events_url":"https://api.github.com/repos/deepgram/kur/issues/14/events","html_url":"https://github.com/deepgram/kur/issues/14","id":209422561,"number":14,"title":"May anyone share the trained model?","user":{"login":"liaoweiguo","id":22187224,"avatar_url":"https://avatars.githubusercontent.com/u/22187224?v=3","gravatar_id":"","url":"https://api.github.com/users/liaoweiguo","html_url":"https://github.com/liaoweiguo","followers_url":"https://api.github.com/users/liaoweiguo/followers","following_url":"https://api.github.com/users/liaoweiguo/following{/other_user}","gists_url":"https://api.github.com/users/liaoweiguo/gists{/gist_id}","starred_url":"https://api.github.com/users/liaoweiguo/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/liaoweiguo/subscriptions","organizations_url":"https://api.github.com/users/liaoweiguo/orgs","repos_url":"https://api.github.com/users/liaoweiguo/repos","events_url":"https://api.github.com/users/liaoweiguo/events{/privacy}","received_events_url":"https://api.github.com/users/liaoweiguo/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2017-02-22T11:11:32Z","updated_at":"2017-02-22T15:58:22Z","closed_at":null,"body":"DeepSpeech model\r\nI use a Quadro M2000 4G GPU, tf failed the trainning for out of GPU memory\r\nthanks a lot"},"comment":{"url":"https://api.github.com/repos/deepgram/kur/issues/comments/281711738","html_url":"https://github.com/deepgram/kur/issues/14#issuecomment-281711738","issue_url":"https://api.github.com/repos/deepgram/kur/issues/14","id":281711738,"user":{"login":"scottstephenson","id":19791155,"avatar_url":"https://avatars.githubusercontent.com/u/19791155?v=3","gravatar_id":"","url":"https://api.github.com/users/scottstephenson","html_url":"https://github.com/scottstephenson","followers_url":"https://api.github.com/users/scottstephenson/followers","following_url":"https://api.github.com/users/scottstephenson/following{/other_user}","gists_url":"https://api.github.com/users/scottstephenson/gists{/gist_id}","starred_url":"https://api.github.com/users/scottstephenson/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/scottstephenson/subscriptions","organizations_url":"https://api.github.com/users/scottstephenson/orgs","repos_url":"https://api.github.com/users/scottstephenson/repos","events_url":"https://api.github.com/users/scottstephenson/events{/privacy}","received_events_url":"https://api.github.com/users/scottstephenson/received_events","type":"User","site_admin":false},"created_at":"2017-02-22T15:58:22Z","updated_at":"2017-02-22T15:58:22Z","body":"Trying reducing your batch size from 16 to 8 (or even lower) or reducing your max input duration (or a combination of these things). \r\n\r\nThe reason OOM CUDA errors in the speech recognition model come up sporadically is that the memory taken up by the model depends on the number of input audio files and their lengths for each batch. If on the first epoch still, then this will tend to happen near the end of the epoch where the longer files are."}}
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