{"action":"closed","issue":{"url":"https://api.github.com/repos/sanghoon/pva-faster-rcnn/issues/7","repository_url":"https://api.github.com/repos/sanghoon/pva-faster-rcnn","labels_url":"https://api.github.com/repos/sanghoon/pva-faster-rcnn/issues/7/labels{/name}","comments_url":"https://api.github.com/repos/sanghoon/pva-faster-rcnn/issues/7/comments","events_url":"https://api.github.com/repos/sanghoon/pva-faster-rcnn/issues/7/events","html_url":"https://github.com/sanghoon/pva-faster-rcnn/issues/7","id":181220765,"number":7,"title":"Loss plateau detection","user":{"login":"dereyly","id":5127675,"avatar_url":"https://avatars.githubusercontent.com/u/5127675?v=3","gravatar_id":"","url":"https://api.github.com/users/dereyly","html_url":"https://github.com/dereyly","followers_url":"https://api.github.com/users/dereyly/followers","following_url":"https://api.github.com/users/dereyly/following{/other_user}","gists_url":"https://api.github.com/users/dereyly/gists{/gist_id}","starred_url":"https://api.github.com/users/dereyly/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/dereyly/subscriptions","organizations_url":"https://api.github.com/users/dereyly/orgs","repos_url":"https://api.github.com/users/dereyly/repos","events_url":"https://api.github.com/users/dereyly/events{/privacy}","received_events_url":"https://api.github.com/users/dereyly/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":{"login":"sanghoon","id":3340388,"avatar_url":"https://avatars.githubusercontent.com/u/3340388?v=3","gravatar_id":"","url":"https://api.github.com/users/sanghoon","html_url":"https://github.com/sanghoon","followers_url":"https://api.github.com/users/sanghoon/followers","following_url":"https://api.github.com/users/sanghoon/following{/other_user}","gists_url":"https://api.github.com/users/sanghoon/gists{/gist_id}","starred_url":"https://api.github.com/users/sanghoon/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/sanghoon/subscriptions","organizations_url":"https://api.github.com/users/sanghoon/orgs","repos_url":"https://api.github.com/users/sanghoon/repos","events_url":"https://api.github.com/users/sanghoon/events{/privacy}","received_events_url":"https://api.github.com/users/sanghoon/received_events","type":"User","site_admin":false},"assignees":[{"login":"sanghoon","id":3340388,"avatar_url":"https://avatars.githubusercontent.com/u/3340388?v=3","gravatar_id":"","url":"https://api.github.com/users/sanghoon","html_url":"https://github.com/sanghoon","followers_url":"https://api.github.com/users/sanghoon/followers","following_url":"https://api.github.com/users/sanghoon/following{/other_user}","gists_url":"https://api.github.com/users/sanghoon/gists{/gist_id}","starred_url":"https://api.github.com/users/sanghoon/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/sanghoon/subscriptions","organizations_url":"https://api.github.com/users/sanghoon/orgs","repos_url":"https://api.github.com/users/sanghoon/repos","events_url":"https://api.github.com/users/sanghoon/events{/privacy}","received_events_url":"https://api.github.com/users/sanghoon/received_events","type":"User","site_admin":false}],"milestone":null,"comments":10,"created_at":"2016-10-05T17:45:15Z","updated_at":"2016-11-11T16:12:59Z","closed_at":"2016-11-11T16:12:59Z","body":"Hello!\nSorry if my question is off-top.\nMany interesting things i think about when read your paper.\nOne of this thing how to train own architecture from scratch\nAnd idea to detect plateau is good. And you write that gives significant improvement. I analysis my graphics of accuracy and i want  to try  create \"plateau detector\".\nI know that you use inhouse library. But maybe you give some advice how to create it in Caffe:\n1. What interval (period, number of iteration) is good to analyze?\n2. Train loss analyze or some constant validation set part?\n3. What step policy is prefer -- 0.1 step, 0.2 step or 0.5 step?\n"}}
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