{"action":"created","issue":{"url":"https://api.github.com/repos/keras-team/keras/issues/10454","repository_url":"https://api.github.com/repos/keras-team/keras","labels_url":"https://api.github.com/repos/keras-team/keras/issues/10454/labels{/name}","comments_url":"https://api.github.com/repos/keras-team/keras/issues/10454/comments","events_url":"https://api.github.com/repos/keras-team/keras/issues/10454/events","html_url":"https://github.com/keras-team/keras/issues/10454","id":332966649,"node_id":"MDU6SXNzdWUzMzI5NjY2NDk=","number":10454,"title":"Issue with the implementation of loading/saving keras models","user":{"login":"jadevaibhav","id":25821637,"node_id":"MDQ6VXNlcjI1ODIxNjM3","avatar_url":"https://avatars1.githubusercontent.com/u/25821637?v=4","gravatar_id":"","url":"https://api.github.com/users/jadevaibhav","html_url":"https://github.com/jadevaibhav","followers_url":"https://api.github.com/users/jadevaibhav/followers","following_url":"https://api.github.com/users/jadevaibhav/following{/other_user}","gists_url":"https://api.github.com/users/jadevaibhav/gists{/gist_id}","starred_url":"https://api.github.com/users/jadevaibhav/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jadevaibhav/subscriptions","organizations_url":"https://api.github.com/users/jadevaibhav/orgs","repos_url":"https://api.github.com/users/jadevaibhav/repos","events_url":"https://api.github.com/users/jadevaibhav/events{/privacy}","received_events_url":"https://api.github.com/users/jadevaibhav/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-06-16T07:04:09Z","updated_at":"2018-06-18T20:03:54Z","closed_at":null,"author_association":"NONE","body":"I have an issue with the way the saving and loading a model is implemented in Keras. When you save your model, the parameters specified while compiling are stored along with the model. I think, only model architecture and the weights should be saved as a model. So, that when loaded, the model can be compiled with new cost-function/ optimizer/ evaluation metric. This is just a suggestion. Please tell me if you have any suggestions as to this."},"comment":{"url":"https://api.github.com/repos/keras-team/keras/issues/comments/398177823","html_url":"https://github.com/keras-team/keras/issues/10454#issuecomment-398177823","issue_url":"https://api.github.com/repos/keras-team/keras/issues/10454","id":398177823,"node_id":"MDEyOklzc3VlQ29tbWVudDM5ODE3NzgyMw==","user":{"login":"brge17","id":33430930,"node_id":"MDQ6VXNlcjMzNDMwOTMw","avatar_url":"https://avatars3.githubusercontent.com/u/33430930?v=4","gravatar_id":"","url":"https://api.github.com/users/brge17","html_url":"https://github.com/brge17","followers_url":"https://api.github.com/users/brge17/followers","following_url":"https://api.github.com/users/brge17/following{/other_user}","gists_url":"https://api.github.com/users/brge17/gists{/gist_id}","starred_url":"https://api.github.com/users/brge17/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/brge17/subscriptions","organizations_url":"https://api.github.com/users/brge17/orgs","repos_url":"https://api.github.com/users/brge17/repos","events_url":"https://api.github.com/users/brge17/events{/privacy}","received_events_url":"https://api.github.com/users/brge17/received_events","type":"User","site_admin":false},"created_at":"2018-06-18T20:03:54Z","updated_at":"2018-06-18T20:03:54Z","author_association":"CONTRIBUTOR","body":"https://github.com/keras-team/keras/blob/master/keras/engine/saving.py\r\n\r\n\r\n``` python\r\nmodel.save(\"foo.hdf5\", include_optimizer=False)\r\n```\r\n"}}
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