Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

How to save/load model? #465

Open
AkrhamHorrorComing opened this issue Nov 2, 2024 · 1 comment
Open

How to save/load model? #465

AkrhamHorrorComing opened this issue Nov 2, 2024 · 1 comment

Comments

@AkrhamHorrorComing
Copy link

Unlike the model built by GPy, the model built by emukit can't be loaded correctly by using the package pickle. Do anyone have ideas?

@apaleyes
Copy link
Collaborator

apaleyes commented Nov 4, 2024

Would be nice to have some more ideas about your specific use case. But in general emukit's wrapper is supposed to be really light, meaning you should be able to

  1. Extrac GPy model from the wrapper
  2. Serialize that
  3. Load it back
  4. Wrap it in Emukit's wrapper

Is there any reason this isn't an option for you?

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants