{"action":"created","issue":{"url":"https://api.github.com/repos/yihui-he/channel-pruning/issues/71","repository_url":"https://api.github.com/repos/yihui-he/channel-pruning","labels_url":"https://api.github.com/repos/yihui-he/channel-pruning/issues/71/labels{/name}","comments_url":"https://api.github.com/repos/yihui-he/channel-pruning/issues/71/comments","events_url":"https://api.github.com/repos/yihui-he/channel-pruning/issues/71/events","html_url":"https://github.com/yihui-he/channel-pruning/issues/71","id":280805921,"node_id":"MDU6SXNzdWUyODA4MDU5MjE=","number":71,"title":"why Resnet-50 channel pruning is worse with reconstruction  ?","user":{"login":"zlheos","id":5237667,"node_id":"MDQ6VXNlcjUyMzc2Njc=","avatar_url":"https://avatars3.githubusercontent.com/u/5237667?v=4","gravatar_id":"","url":"https://api.github.com/users/zlheos","html_url":"https://github.com/zlheos","followers_url":"https://api.github.com/users/zlheos/followers","following_url":"https://api.github.com/users/zlheos/following{/other_user}","gists_url":"https://api.github.com/users/zlheos/gists{/gist_id}","starred_url":"https://api.github.com/users/zlheos/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/zlheos/subscriptions","organizations_url":"https://api.github.com/users/zlheos/orgs","repos_url":"https://api.github.com/users/zlheos/repos","events_url":"https://api.github.com/users/zlheos/events{/privacy}","received_events_url":"https://api.github.com/users/zlheos/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":10,"created_at":"2017-12-10T12:33:48Z","updated_at":"2018-08-02T04:15:00Z","closed_at":null,"author_association":"NONE","body":"I try  to prune resnet-50\r\n\r\nfirst, Merge batchnorm and conv , the precise is 92%\r\nsecond, I set channel ration = 0.9 , I only prune before res2a-brach2c  , but the precise drop to 65%\r\nI don't know what is wrong ? \r\n\r\nthen , I only prune channel without reconstruction , prune before res2a-brach2c and the precise drop less, I don't know why is worse with reconstruction  ?\r\n\r\nThank you for your answer\r\n\r\n\r\n \r\n\r\n"},"comment":{"url":"https://api.github.com/repos/yihui-he/channel-pruning/issues/comments/409800376","html_url":"https://github.com/yihui-he/channel-pruning/issues/71#issuecomment-409800376","issue_url":"https://api.github.com/repos/yihui-he/channel-pruning/issues/71","id":409800376,"node_id":"MDEyOklzc3VlQ29tbWVudDQwOTgwMDM3Ng==","user":{"login":"bbjy","id":24508173,"node_id":"MDQ6VXNlcjI0NTA4MTcz","avatar_url":"https://avatars0.githubusercontent.com/u/24508173?v=4","gravatar_id":"","url":"https://api.github.com/users/bbjy","html_url":"https://github.com/bbjy","followers_url":"https://api.github.com/users/bbjy/followers","following_url":"https://api.github.com/users/bbjy/following{/other_user}","gists_url":"https://api.github.com/users/bbjy/gists{/gist_id}","starred_url":"https://api.github.com/users/bbjy/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/bbjy/subscriptions","organizations_url":"https://api.github.com/users/bbjy/orgs","repos_url":"https://api.github.com/users/bbjy/repos","events_url":"https://api.github.com/users/bbjy/events{/privacy}","received_events_url":"https://api.github.com/users/bbjy/received_events","type":"User","site_admin":false},"created_at":"2018-08-02T04:15:00Z","updated_at":"2018-08-02T04:15:00Z","author_association":"NONE","body":"I tried, but failed.@zlheos"}}
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