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

Support sweeps in W&B #28

Open
dmcc opened this issue Oct 24, 2024 · 0 comments
Open

Support sweeps in W&B #28

dmcc opened this issue Oct 24, 2024 · 0 comments
Labels
enhancement New feature or request

Comments

@dmcc
Copy link
Collaborator

dmcc commented Oct 24, 2024

Right now, sweeps are essentially done manually in Aeromancy. With #27 and some Aeromancy API updates, we could make sweeps better integrated in experiment trackers.

Proof of concept for retroactive sweep creation:

>>> sweep_id = wandb.sweep(project='...', sweep={'method': 'random', 'parameters': {'...': {'values': [1, 2, 3]}}}, prior_runs=['...'])

where prior_runs is a list of short run IDs (e.g., cmzbpa8q) -- not the full entity/project/cmzbpa8q path.

@dmcc dmcc added the enhancement New feature or request label Oct 24, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request
Projects
None yet
Development

No branches or pull requests

1 participant