{"action":"opened","issue":{"url":"https://api.github.com/repos/apache/incubator-mxnet/issues/10831","repository_url":"https://api.github.com/repos/apache/incubator-mxnet","labels_url":"https://api.github.com/repos/apache/incubator-mxnet/issues/10831/labels{/name}","comments_url":"https://api.github.com/repos/apache/incubator-mxnet/issues/10831/comments","events_url":"https://api.github.com/repos/apache/incubator-mxnet/issues/10831/events","html_url":"https://github.com/apache/incubator-mxnet/issues/10831","id":320617121,"number":10831,"title":"How to fix seeds and reproduce results?","user":{"login":"zzd1992","id":11853283,"avatar_url":"https://avatars3.githubusercontent.com/u/11853283?v=4","gravatar_id":"","url":"https://api.github.com/users/zzd1992","html_url":"https://github.com/zzd1992","followers_url":"https://api.github.com/users/zzd1992/followers","following_url":"https://api.github.com/users/zzd1992/following{/other_user}","gists_url":"https://api.github.com/users/zzd1992/gists{/gist_id}","starred_url":"https://api.github.com/users/zzd1992/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/zzd1992/subscriptions","organizations_url":"https://api.github.com/users/zzd1992/orgs","repos_url":"https://api.github.com/users/zzd1992/repos","events_url":"https://api.github.com/users/zzd1992/events{/privacy}","received_events_url":"https://api.github.com/users/zzd1992/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-05-06T18:41:05Z","updated_at":"2018-05-06T18:41:05Z","closed_at":null,"author_association":"NONE","body":"My environments:\r\nubuntu14.04, python2.7, cuda8.0, cudnn, mxnet-cu80.\r\n\r\nI can't reproduce results even set all random seeds. Here is the code:\r\n```python\r\nimport mxnet as mx\r\nimport numpy as np\r\nimport random\r\n\r\nmx.random.seed(args.seed)\r\nnp.random.seed(args.seed)\r\nrandom.seed(args.seed)\r\n```\r\n\r\nReproduction is really important in my case?\r\nHow can I reproduce results within my environments?"}}
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