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

Model optimization #15

Open
folguera opened this issue Nov 29, 2024 · 1 comment
Open

Model optimization #15

folguera opened this issue Nov 29, 2024 · 1 comment

Comments

@folguera
Copy link
Contributor

Now that we have a working model, we should fine tune it

@cardinia
Copy link
Contributor

Added early-stopping option:
7db47a7

Convergence was reached in only 3 epochs for the MPNN model, probably need to improve regularization via dropout layers and reducing the learning rate. When testing on a jupyter notebook the minimum was reached in 37 epochs with a learning rate of 0.005 and adding 0.2 dropout rate at each dense layer

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