kohya-ss / kohya-ss/sd-scripts
How does cosine lr scheduler work when the prodigy optimizer is used ?
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Description
The prodigy (or Dadapt) calculate lr itself. I know the lr rate argument is actually the ratio on that calculated lr. Does it also work that way if I use cosine_with_restarts? Will the ratio change as the way when a AdamW is used?
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Research direction
Start by locating the optimizer and scheduler entry points for Prodigy/DAdapt and cosine_with_restarts, then compare their learning-rate handling with AdamW. Done means a clear, repository-backed explanation of whether the ratio changes under cosine restarts.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100