{"action":"created","issue":{"url":"https://api.github.com/repos/AlfredXiangWu/face_verification_experiment/issues/36","repository_url":"https://api.github.com/repos/AlfredXiangWu/face_verification_experiment","labels_url":"https://api.github.com/repos/AlfredXiangWu/face_verification_experiment/issues/36/labels{/name}","comments_url":"https://api.github.com/repos/AlfredXiangWu/face_verification_experiment/issues/36/comments","events_url":"https://api.github.com/repos/AlfredXiangWu/face_verification_experiment/issues/36/events","html_url":"https://github.com/AlfredXiangWu/face_verification_experiment/issues/36","id":141498847,"number":36,"title":"B model does not converge.","user":{"login":"cheer37","id":8022407,"avatar_url":"https://avatars.githubusercontent.com/u/8022407?v=3","gravatar_id":"","url":"https://api.github.com/users/cheer37","html_url":"https://github.com/cheer37","followers_url":"https://api.github.com/users/cheer37/followers","following_url":"https://api.github.com/users/cheer37/following{/other_user}","gists_url":"https://api.github.com/users/cheer37/gists{/gist_id}","starred_url":"https://api.github.com/users/cheer37/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/cheer37/subscriptions","organizations_url":"https://api.github.com/users/cheer37/orgs","repos_url":"https://api.github.com/users/cheer37/repos","events_url":"https://api.github.com/users/cheer37/events{/privacy}","received_events_url":"https://api.github.com/users/cheer37/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":9,"created_at":"2016-03-17T07:01:45Z","updated_at":"2016-03-19T07:18:19Z","closed_at":null,"body":"I am trying to train with lightened_B model in CASIA.\r\nI followed the training methodology in paper, But it does not converge.\r\nAt beginning, accuracy is 0, and loss is 87.3365.\r\nWhat's the problem?\r\nI am using caffe-windows-master of happynear(Feng Wang).\r\nThanks."},"comment":{"url":"https://api.github.com/repos/AlfredXiangWu/face_verification_experiment/issues/comments/198651271","html_url":"https://github.com/AlfredXiangWu/face_verification_experiment/issues/36#issuecomment-198651271","issue_url":"https://api.github.com/repos/AlfredXiangWu/face_verification_experiment/issues/36","id":198651271,"user":{"login":"cheer37","id":8022407,"avatar_url":"https://avatars.githubusercontent.com/u/8022407?v=3","gravatar_id":"","url":"https://api.github.com/users/cheer37","html_url":"https://github.com/cheer37","followers_url":"https://api.github.com/users/cheer37/followers","following_url":"https://api.github.com/users/cheer37/following{/other_user}","gists_url":"https://api.github.com/users/cheer37/gists{/gist_id}","starred_url":"https://api.github.com/users/cheer37/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/cheer37/subscriptions","organizations_url":"https://api.github.com/users/cheer37/orgs","repos_url":"https://api.github.com/users/cheer37/repos","events_url":"https://api.github.com/users/cheer37/events{/privacy}","received_events_url":"https://api.github.com/users/cheer37/received_events","type":"User","site_admin":false},"created_at":"2016-03-19T07:18:19Z","updated_at":"2016-03-19T07:18:19Z","body":"I solved my problem.\r\nI followed the paper instruction and set the weights for two fc layers to gaussian.\r\nThis was a culprit.\r\nI changed this to xavier, then converge now.\r\n"}}