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

Fix init_value and end_value in cosine decay #884

Open
wants to merge 1 commit into
base: main
Choose a base branch
from

Conversation

copybara-service[bot]
Copy link

Fix init_value and end_value in cosine decay

Problem:

  • the starting value was not always init_value
  • the last value was not always end_value

Solution:

Misc:
renamed alpha -> end_value in warmup_cosine_decay_schedule

Problem:
* the starting value was not always init_value
* the last value was not always end_value

Solution:
* changed the formulas (they are now compatible with the pytorch implementation https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingLR.html)
* added test to check that starting and end value coincide with `init_value` and `end_value` respectively

Misc:
   renamed alpha -> end_value in warmup_cosine_decay_schedule
PiperOrigin-RevId: 619109148
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

Successfully merging this pull request may close these issues.

None yet

1 participant