{"action":"created","issue":{"url":"https://api.github.com/repos/erogol/resnet.torch/issues/3","repository_url":"https://api.github.com/repos/erogol/resnet.torch","labels_url":"https://api.github.com/repos/erogol/resnet.torch/issues/3/labels{/name}","comments_url":"https://api.github.com/repos/erogol/resnet.torch/issues/3/comments","events_url":"https://api.github.com/repos/erogol/resnet.torch/issues/3/events","html_url":"https://github.com/erogol/resnet.torch/issues/3","id":197960710,"number":3,"title":"the modified nnlr whether supports the adam optimization algorithm","user":{"login":"LinZhineng","id":10027394,"avatar_url":"https://avatars.githubusercontent.com/u/10027394?v=3","gravatar_id":"","url":"https://api.github.com/users/LinZhineng","html_url":"https://github.com/LinZhineng","followers_url":"https://api.github.com/users/LinZhineng/followers","following_url":"https://api.github.com/users/LinZhineng/following{/other_user}","gists_url":"https://api.github.com/users/LinZhineng/gists{/gist_id}","starred_url":"https://api.github.com/users/LinZhineng/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/LinZhineng/subscriptions","organizations_url":"https://api.github.com/users/LinZhineng/orgs","repos_url":"https://api.github.com/users/LinZhineng/repos","events_url":"https://api.github.com/users/LinZhineng/events{/privacy}","received_events_url":"https://api.github.com/users/LinZhineng/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2016-12-29T06:33:44Z","updated_at":"2016-12-29T08:48:06Z","closed_at":null,"body":"the original nnlr can't support the Adam optimizer but only SGD, see [https://github.com/gpleiss/nnlr/issues/8](), your modified nnlr package whether supports the Adam? \r\nIn addition, I want to fine-tune the BatchNormalization layers in the residual unit and freeze others, how to set learning rates to each layer in the residual unit? \r\n\r\n"},"comment":{"url":"https://api.github.com/repos/erogol/resnet.torch/issues/comments/269599148","html_url":"https://github.com/erogol/resnet.torch/issues/3#issuecomment-269599148","issue_url":"https://api.github.com/repos/erogol/resnet.torch/issues/3","id":269599148,"user":{"login":"erogol","id":1402048,"avatar_url":"https://avatars.githubusercontent.com/u/1402048?v=3","gravatar_id":"","url":"https://api.github.com/users/erogol","html_url":"https://github.com/erogol","followers_url":"https://api.github.com/users/erogol/followers","following_url":"https://api.github.com/users/erogol/following{/other_user}","gists_url":"https://api.github.com/users/erogol/gists{/gist_id}","starred_url":"https://api.github.com/users/erogol/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/erogol/subscriptions","organizations_url":"https://api.github.com/users/erogol/orgs","repos_url":"https://api.github.com/users/erogol/repos","events_url":"https://api.github.com/users/erogol/events{/privacy}","received_events_url":"https://api.github.com/users/erogol/received_events","type":"User","site_admin":false},"created_at":"2016-12-29T08:48:06Z","updated_at":"2016-12-29T08:48:06Z","body":"not it does not support ADAM optimizer, only support SGD.\r\n\r\ncheck models/init.lua line 79. It freezes BN layers there as well. Edit the types of layers to freeze there and use freeze option. I hope this is going to work.\r\n"}}
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