{"action":"created","issue":{"url":"https://api.github.com/repos/fchollet/keras/issues/3049","repository_url":"https://api.github.com/repos/fchollet/keras","labels_url":"https://api.github.com/repos/fchollet/keras/issues/3049/labels{/name}","comments_url":"https://api.github.com/repos/fchollet/keras/issues/3049/comments","events_url":"https://api.github.com/repos/fchollet/keras/issues/3049/events","html_url":"https://github.com/fchollet/keras/pull/3049","id":161859303,"number":3049,"title":"Add multiprocessing for fit generator","user":{"login":"tdeboissiere","id":7677846,"avatar_url":"https://avatars.githubusercontent.com/u/7677846?v=3","gravatar_id":"","url":"https://api.github.com/users/tdeboissiere","html_url":"https://github.com/tdeboissiere","followers_url":"https://api.github.com/users/tdeboissiere/followers","following_url":"https://api.github.com/users/tdeboissiere/following{/other_user}","gists_url":"https://api.github.com/users/tdeboissiere/gists{/gist_id}","starred_url":"https://api.github.com/users/tdeboissiere/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tdeboissiere/subscriptions","organizations_url":"https://api.github.com/users/tdeboissiere/orgs","repos_url":"https://api.github.com/users/tdeboissiere/repos","events_url":"https://api.github.com/users/tdeboissiere/events{/privacy}","received_events_url":"https://api.github.com/users/tdeboissiere/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":6,"created_at":"2016-06-23T07:41:22Z","updated_at":"2016-06-29T17:43:24Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/fchollet/keras/pulls/3049","html_url":"https://github.com/fchollet/keras/pull/3049","diff_url":"https://github.com/fchollet/keras/pull/3049.diff","patch_url":"https://github.com/fchollet/keras/pull/3049.patch"},"body":"Implement fit_generator with python multiprocessing (#2730).\r\n\r\nSorry for the spam, I closed my previous PR by accident...\r\nAnyway, this implementation now passes all the checks on Travis, has improved documentation and unit tests.\r\n"},"comment":{"url":"https://api.github.com/repos/fchollet/keras/issues/comments/229432678","html_url":"https://github.com/fchollet/keras/pull/3049#issuecomment-229432678","issue_url":"https://api.github.com/repos/fchollet/keras/issues/3049","id":229432678,"user":{"login":"tboquet","id":5553901,"avatar_url":"https://avatars.githubusercontent.com/u/5553901?v=3","gravatar_id":"","url":"https://api.github.com/users/tboquet","html_url":"https://github.com/tboquet","followers_url":"https://api.github.com/users/tboquet/followers","following_url":"https://api.github.com/users/tboquet/following{/other_user}","gists_url":"https://api.github.com/users/tboquet/gists{/gist_id}","starred_url":"https://api.github.com/users/tboquet/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tboquet/subscriptions","organizations_url":"https://api.github.com/users/tboquet/orgs","repos_url":"https://api.github.com/users/tboquet/repos","events_url":"https://api.github.com/users/tboquet/events{/privacy}","received_events_url":"https://api.github.com/users/tboquet/received_events","type":"User","site_admin":false},"created_at":"2016-06-29T17:43:24Z","updated_at":"2016-06-29T17:43:24Z","body":"I'm using Celery and it forks processes on workers (it's possible to control this behavior though). When the model are small enough it's possible to have multiple models running on the same GPU. It would maybe break if multiprocessing is enabled by default. +1 to have both threading and multithreading :+1:  ."}}
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