{"action":"created","issue":{"url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/3423","repository_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j","labels_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/3423/labels{/name}","comments_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/3423/comments","events_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/3423/events","html_url":"https://github.com/deeplearning4j/deeplearning4j/issues/3423","id":229476964,"number":3423,"title":"Conv net imported from keras cannot reproduce python output","user":{"login":"jef5ez","id":1209327,"avatar_url":"https://avatars0.githubusercontent.com/u/1209327?v=3","gravatar_id":"","url":"https://api.github.com/users/jef5ez","html_url":"https://github.com/jef5ez","followers_url":"https://api.github.com/users/jef5ez/followers","following_url":"https://api.github.com/users/jef5ez/following{/other_user}","gists_url":"https://api.github.com/users/jef5ez/gists{/gist_id}","starred_url":"https://api.github.com/users/jef5ez/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jef5ez/subscriptions","organizations_url":"https://api.github.com/users/jef5ez/orgs","repos_url":"https://api.github.com/users/jef5ez/repos","events_url":"https://api.github.com/users/jef5ez/events{/privacy}","received_events_url":"https://api.github.com/users/jef5ez/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2017-05-17T20:27:30Z","updated_at":"2017-05-18T17:25:37Z","closed_at":null,"body":"Keras v. 1.2.2\r\ndl4j 0.8.0\r\n\r\nTried making conv net as in this gist:\r\nhttps://gist.github.com/jef5ez/fbe9e181c7132078d4f3a0855801be80\r\n\r\nThe dl4j model does not produce the same outputs and required that the input shape be changed to run (channels dimension last vs first). \r\n\r\nSaved model attached\r\n[model.zip](https://github.com/deeplearning4j/deeplearning4j/files/1009019/model.zip)\r\n\r\n\r\n"},"comment":{"url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/comments/302482882","html_url":"https://github.com/deeplearning4j/deeplearning4j/issues/3423#issuecomment-302482882","issue_url":"https://api.github.com/repos/deeplearning4j/deeplearning4j/issues/3423","id":302482882,"user":{"login":"jef5ez","id":1209327,"avatar_url":"https://avatars0.githubusercontent.com/u/1209327?v=3","gravatar_id":"","url":"https://api.github.com/users/jef5ez","html_url":"https://github.com/jef5ez","followers_url":"https://api.github.com/users/jef5ez/followers","following_url":"https://api.github.com/users/jef5ez/following{/other_user}","gists_url":"https://api.github.com/users/jef5ez/gists{/gist_id}","starred_url":"https://api.github.com/users/jef5ez/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jef5ez/subscriptions","organizations_url":"https://api.github.com/users/jef5ez/orgs","repos_url":"https://api.github.com/users/jef5ez/repos","events_url":"https://api.github.com/users/jef5ez/events{/privacy}","received_events_url":"https://api.github.com/users/jef5ez/received_events","type":"User","site_admin":false},"created_at":"2017-05-18T17:25:37Z","updated_at":"2017-05-18T17:25:37Z","body":"I tried removing the dropouts and changing the dim ordering with similar results\r\nIt looks like the weights in the last dense layer align but the values in the first convolution layer do not.\r\n\r\nhttps://gist.github.com/jef5ez/f17f3d98fb2c52e8b336b074fe0c55ce\r\nI also added a warning I was getting about about Vfs.Dir not being created.\r\n\r\n[model.zip](https://github.com/deeplearning4j/deeplearning4j/files/1011714/model.zip)\r\n\r\n"}}
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