{"action":"created","issue":{"url":"https://api.github.com/repos/jcjohnson/neural-style/issues/237","repository_url":"https://api.github.com/repos/jcjohnson/neural-style","labels_url":"https://api.github.com/repos/jcjohnson/neural-style/issues/237/labels{/name}","comments_url":"https://api.github.com/repos/jcjohnson/neural-style/issues/237/comments","events_url":"https://api.github.com/repos/jcjohnson/neural-style/issues/237/events","html_url":"https://github.com/jcjohnson/neural-style/issues/237","id":157625019,"number":237,"title":"Non-issue: relative style layers weights","user":{"login":"htoyryla","id":15064373,"avatar_url":"https://avatars.githubusercontent.com/u/15064373?v=3","gravatar_id":"","url":"https://api.github.com/users/htoyryla","html_url":"https://github.com/htoyryla","followers_url":"https://api.github.com/users/htoyryla/followers","following_url":"https://api.github.com/users/htoyryla/following{/other_user}","gists_url":"https://api.github.com/users/htoyryla/gists{/gist_id}","starred_url":"https://api.github.com/users/htoyryla/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/htoyryla/subscriptions","organizations_url":"https://api.github.com/users/htoyryla/orgs","repos_url":"https://api.github.com/users/htoyryla/repos","events_url":"https://api.github.com/users/htoyryla/events{/privacy}","received_events_url":"https://api.github.com/users/htoyryla/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":17,"created_at":"2016-05-31T09:14:53Z","updated_at":"2016-06-13T22:54:06Z","closed_at":null,"body":"I have for a long time been interested in the idea of adjusting the weights of style layers separately. For instance if I see that some layer is having far larger or smalled than typical losses,  it would be interesting to be able to adjust the weights.\r\n\r\nI have now implemented this in https://github.com/htoyryla/neural-style by adding a new parameter -style_layer_weights, which accepts a comma-separated list of multipliers. The weight of each style layer will then be multiplier * style_weight. If the parameter is omitted, each layer will have multiplier = 1.\r\n\r\nI assume that this is not for the average user, and that's why I didn't make this a pull request. But there might be other experiment-oriented users around, so I am letting them know that this exists."},"comment":{"url":"https://api.github.com/repos/jcjohnson/neural-style/issues/comments/225732651","html_url":"https://github.com/jcjohnson/neural-style/issues/237#issuecomment-225732651","issue_url":"https://api.github.com/repos/jcjohnson/neural-style/issues/237","id":225732651,"user":{"login":"bmaltais","id":7474674,"avatar_url":"https://avatars.githubusercontent.com/u/7474674?v=3","gravatar_id":"","url":"https://api.github.com/users/bmaltais","html_url":"https://github.com/bmaltais","followers_url":"https://api.github.com/users/bmaltais/followers","following_url":"https://api.github.com/users/bmaltais/following{/other_user}","gists_url":"https://api.github.com/users/bmaltais/gists{/gist_id}","starred_url":"https://api.github.com/users/bmaltais/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/bmaltais/subscriptions","organizations_url":"https://api.github.com/users/bmaltais/orgs","repos_url":"https://api.github.com/users/bmaltais/repos","events_url":"https://api.github.com/users/bmaltais/events{/privacy}","received_events_url":"https://api.github.com/users/bmaltais/received_events","type":"User","site_admin":false},"created_at":"2016-06-13T22:54:06Z","updated_at":"2016-06-13T22:54:06Z","body":"I used @htoytyle convis to look at the layers that reacted to the content image and selected all that actually reacted and left the other ones out\r\n\r\n-style_layers relu0,relu1,relu2,relu3,relu5,relu6,relu7,relu8,relu9,relu10"}}
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