google-research / google-research/big_vision
Add other custom optimizers
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Description
I noticed that there are [no other choices of optimizers other than scale_by_adafactor()](https://github.com/google-research/big_vision/blob/c62890a3e4487b1d6751794b090138b9da5d18e1/big_vision/optax.py#L157)
This github issue would serve as a placeholder for other optimizers such as`Adam#Lion` or others in the future.
TODO:
- [ ] Add `Adam#Lion` jax code
Contributor guide
Research direction
Start in big_vision/optax.py at the existing scale_by_adafactor() implementation linked in the issue, then review how optimizer choices are exposed. Add the requested Adam#Lion JAX code and verify that Lion is available as another optimizer choice; the issue does not name a test file or test command.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100