{"action":"created","issue":{"url":"https://api.github.com/repos/davidsandberg/facenet/issues/723","repository_url":"https://api.github.com/repos/davidsandberg/facenet","labels_url":"https://api.github.com/repos/davidsandberg/facenet/issues/723/labels{/name}","comments_url":"https://api.github.com/repos/davidsandberg/facenet/issues/723/comments","events_url":"https://api.github.com/repos/davidsandberg/facenet/issues/723/events","html_url":"https://github.com/davidsandberg/facenet/issues/723","id":317455285,"number":723,"title":"Dropout keep_prop for training with VGGFace2, should be 0.6 rather than 0.4.","user":{"login":"dragonasc2","id":10044649,"avatar_url":"https://avatars0.githubusercontent.com/u/10044649?v=4","gravatar_id":"","url":"https://api.github.com/users/dragonasc2","html_url":"https://github.com/dragonasc2","followers_url":"https://api.github.com/users/dragonasc2/followers","following_url":"https://api.github.com/users/dragonasc2/following{/other_user}","gists_url":"https://api.github.com/users/dragonasc2/gists{/gist_id}","starred_url":"https://api.github.com/users/dragonasc2/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/dragonasc2/subscriptions","organizations_url":"https://api.github.com/users/dragonasc2/orgs","repos_url":"https://api.github.com/users/dragonasc2/repos","events_url":"https://api.github.com/users/dragonasc2/events{/privacy}","received_events_url":"https://api.github.com/users/dragonasc2/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2018-04-25T02:07:44Z","updated_at":"2018-04-28T01:10:29Z","closed_at":null,"author_association":"NONE","body":"I noticed davidsandberg is reproducing ArcFace. The training parameter is set to be identical to Arcface.\r\nBut in Arcface, the author claimed \"In this paper, the dropout parameter is set as 0.4\". The author is using MXNet, and the dropout parameter in MXNet is the probability to drop.\r\n\r\nSo in Tensorflow, the keep_prop for dropout should be 0.6, rather than 0.4."},"comment":{"url":"https://api.github.com/repos/davidsandberg/facenet/issues/comments/385128320","html_url":"https://github.com/davidsandberg/facenet/issues/723#issuecomment-385128320","issue_url":"https://api.github.com/repos/davidsandberg/facenet/issues/723","id":385128320,"user":{"login":"ZvcXoyo","id":17507723,"avatar_url":"https://avatars0.githubusercontent.com/u/17507723?v=4","gravatar_id":"","url":"https://api.github.com/users/ZvcXoyo","html_url":"https://github.com/ZvcXoyo","followers_url":"https://api.github.com/users/ZvcXoyo/followers","following_url":"https://api.github.com/users/ZvcXoyo/following{/other_user}","gists_url":"https://api.github.com/users/ZvcXoyo/gists{/gist_id}","starred_url":"https://api.github.com/users/ZvcXoyo/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ZvcXoyo/subscriptions","organizations_url":"https://api.github.com/users/ZvcXoyo/orgs","repos_url":"https://api.github.com/users/ZvcXoyo/repos","events_url":"https://api.github.com/users/ZvcXoyo/events{/privacy}","received_events_url":"https://api.github.com/users/ZvcXoyo/received_events","type":"User","site_admin":false},"created_at":"2018-04-28T01:10:28Z","updated_at":"2018-04-28T01:10:28Z","author_association":"NONE","body":"OK，thanks：D\r\n\r\n发送自 Windows 10 版邮件应用\r\n\r\n发件人: Dragon_n\r\n发送时间: 2018年4月27日 10:06\r\n收件人: davidsandberg/facenet\r\n抄送: ZvcXoyo; Mention\r\n主题: Re: [davidsandberg/facenet] Dropout keep_prop for training withVGGFace2, should be 0.6 rather than 0.4. (#723)\r\n\r\n@ZvcXoyo yeah, no arcface softmax loss in david's project, but the embedding size, fixed standardization, weight decay are identical to arcface.\r\n—\r\nYou are receiving this because you were mentioned.\r\nReply to this email directly, view it on GitHub, or mute the thread.\r\n\r\n"}}
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