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

Implement embeddings calculation "on the fly" #58

Open
4 tasks
SebieF opened this issue Nov 10, 2022 · 0 comments
Open
4 tasks

Implement embeddings calculation "on the fly" #58

SebieF opened this issue Nov 10, 2022 · 0 comments
Labels
enhancement New feature or request

Comments

@SebieF
Copy link
Collaborator

SebieF commented Nov 10, 2022

Currently, embeddings must be pre-calculated before the training process starts. For some users, it might be beneficial to calculate the embeddings on the fly, especially if they only require low GPU capacities.

TODOs:

  • Identify a relevant use-case (@sacdallago ?)
  • Add option to calculate embeddings on the fly in config file
  • Modify dataset class accordingly
  • Modify trainer pipeline accordingly
@SebieF SebieF added the enhancement New feature or request label Nov 10, 2022
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