{"action":"created","issue":{"url":"https://api.github.com/repos/dnouri/nolearn/issues/277","repository_url":"https://api.github.com/repos/dnouri/nolearn","labels_url":"https://api.github.com/repos/dnouri/nolearn/issues/277/labels{/name}","comments_url":"https://api.github.com/repos/dnouri/nolearn/issues/277/comments","events_url":"https://api.github.com/repos/dnouri/nolearn/issues/277/events","html_url":"https://github.com/dnouri/nolearn/issues/277","id":159993742,"number":277,"title":"Best way to reuse layers from another model for a new model","user":{"login":"lzuwei","id":3502540,"avatar_url":"https://avatars.githubusercontent.com/u/3502540?v=3","gravatar_id":"","url":"https://api.github.com/users/lzuwei","html_url":"https://github.com/lzuwei","followers_url":"https://api.github.com/users/lzuwei/followers","following_url":"https://api.github.com/users/lzuwei/following{/other_user}","gists_url":"https://api.github.com/users/lzuwei/gists{/gist_id}","starred_url":"https://api.github.com/users/lzuwei/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/lzuwei/subscriptions","organizations_url":"https://api.github.com/users/lzuwei/orgs","repos_url":"https://api.github.com/users/lzuwei/repos","events_url":"https://api.github.com/users/lzuwei/events{/privacy}","received_events_url":"https://api.github.com/users/lzuwei/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2016-06-13T16:38:55Z","updated_at":"2016-08-28T01:56:57Z","closed_at":"2016-08-28T01:56:57Z","body":"Hi all,\r\n\r\nI have a model say an autoencoder with 8 layers:\r\ninput layer 1200\r\nlayer 1: 2000\r\nlayer 2: 1000\r\nlayer 3: 500\r\nlayer 4: 50\r\nlayer 5: 500\r\nlayer 6: 1000\r\nlayer 7: 2000\r\nlayer 8: 1200\r\n\r\nIf I want to create a new model with say 5 layers with the first 4 layers reused from the autoencoder and last layer with something else eg: DenseLayer with softmax. What is the recommended way to reuse the layers.\r\n\r\nMany thanks for any tips!"},"comment":{"url":"https://api.github.com/repos/dnouri/nolearn/issues/comments/242951339","html_url":"https://github.com/dnouri/nolearn/issues/277#issuecomment-242951339","issue_url":"https://api.github.com/repos/dnouri/nolearn/issues/277","id":242951339,"user":{"login":"dnouri","id":56370,"avatar_url":"https://avatars.githubusercontent.com/u/56370?v=3","gravatar_id":"","url":"https://api.github.com/users/dnouri","html_url":"https://github.com/dnouri","followers_url":"https://api.github.com/users/dnouri/followers","following_url":"https://api.github.com/users/dnouri/following{/other_user}","gists_url":"https://api.github.com/users/dnouri/gists{/gist_id}","starred_url":"https://api.github.com/users/dnouri/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/dnouri/subscriptions","organizations_url":"https://api.github.com/users/dnouri/orgs","repos_url":"https://api.github.com/users/dnouri/repos","events_url":"https://api.github.com/users/dnouri/events{/privacy}","received_events_url":"https://api.github.com/users/dnouri/received_events","type":"User","site_admin":false},"created_at":"2016-08-28T01:56:57Z","updated_at":"2016-08-28T01:56:57Z","body":"Assuming this question was sufficiently answered."}}
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