{"action":"created","issue":{"url":"https://api.github.com/repos/titu1994/keras-one-cycle/issues/2","repository_url":"https://api.github.com/repos/titu1994/keras-one-cycle","labels_url":"https://api.github.com/repos/titu1994/keras-one-cycle/issues/2/labels{/name}","comments_url":"https://api.github.com/repos/titu1994/keras-one-cycle/issues/2/comments","events_url":"https://api.github.com/repos/titu1994/keras-one-cycle/issues/2/events","html_url":"https://github.com/titu1994/keras-one-cycle/issues/2","id":353112596,"node_id":"MDU6SXNzdWUzNTMxMTI1OTY=","number":2,"title":"LRFinder smoothing ","user":{"login":"yaroslavb1","id":8845249,"node_id":"MDQ6VXNlcjg4NDUyNDk=","avatar_url":"https://avatars0.githubusercontent.com/u/8845249?v=4","gravatar_id":"","url":"https://api.github.com/users/yaroslavb1","html_url":"https://github.com/yaroslavb1","followers_url":"https://api.github.com/users/yaroslavb1/followers","following_url":"https://api.github.com/users/yaroslavb1/following{/other_user}","gists_url":"https://api.github.com/users/yaroslavb1/gists{/gist_id}","starred_url":"https://api.github.com/users/yaroslavb1/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/yaroslavb1/subscriptions","organizations_url":"https://api.github.com/users/yaroslavb1/orgs","repos_url":"https://api.github.com/users/yaroslavb1/repos","events_url":"https://api.github.com/users/yaroslavb1/events{/privacy}","received_events_url":"https://api.github.com/users/yaroslavb1/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2018-08-22T20:30:41Z","updated_at":"2018-11-24T18:13:03Z","closed_at":null,"author_association":"NONE","body":"The LR smoothing in line 336 isn't done right.\r\nrunning_loss = self.loss_smoothing_beta * loss + (1. - self.loss_smoothing_beta) * loss\r\nThe first loss should be self.running_loss_, and self.running_loss_ should be updated right after. \r\n"},"comment":{"url":"https://api.github.com/repos/titu1994/keras-one-cycle/issues/comments/441385715","html_url":"https://github.com/titu1994/keras-one-cycle/issues/2#issuecomment-441385715","issue_url":"https://api.github.com/repos/titu1994/keras-one-cycle/issues/2","id":441385715,"node_id":"MDEyOklzc3VlQ29tbWVudDQ0MTM4NTcxNQ==","user":{"login":"yaroslavb1","id":8845249,"node_id":"MDQ6VXNlcjg4NDUyNDk=","avatar_url":"https://avatars0.githubusercontent.com/u/8845249?v=4","gravatar_id":"","url":"https://api.github.com/users/yaroslavb1","html_url":"https://github.com/yaroslavb1","followers_url":"https://api.github.com/users/yaroslavb1/followers","following_url":"https://api.github.com/users/yaroslavb1/following{/other_user}","gists_url":"https://api.github.com/users/yaroslavb1/gists{/gist_id}","starred_url":"https://api.github.com/users/yaroslavb1/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/yaroslavb1/subscriptions","organizations_url":"https://api.github.com/users/yaroslavb1/orgs","repos_url":"https://api.github.com/users/yaroslavb1/repos","events_url":"https://api.github.com/users/yaroslavb1/events{/privacy}","received_events_url":"https://api.github.com/users/yaroslavb1/received_events","type":"User","site_admin":false},"created_at":"2018-11-24T18:13:03Z","updated_at":"2018-11-24T18:13:03Z","author_association":"NONE","body":"# smooth the loss value and bias correct\r\nrunning_loss = self.loss_smoothing_beta * self.running_loss_ + (1. - self.loss_smoothing_beta) * loss\r\nself.running_loss_ = running_loss \r\nrunning_loss = running_loss / (1. - self.loss_smoothing_beta ** self.current_batch_)"}}
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