RVC-Project / RVC-Project/Retrieval-based-Voice-Conversion-WebUI
Can I create a small final Model from "model and optimizer state" (epoch-) saves?
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Description
Hi,
yesterday I trained a new Model with 1000 Epochs, but I forgot to check the "Save a small final model to the 'weights' folder at each save point" option. While training I let RVC save every 5th epoch the model and optimizer state. Tensorboard now shows me, that step 15.800 out of 19.800 could be the best. Is there a possibility to create a small final model from those big G_15800.pth and D_15800.pth files later (now) without needing to do the whole training again? ? Please, help :D
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Research direction
Start by locating the handling for the “Save a small final model” option and the model and optimizer state files named G_15800.pth and D_15800.pth. Determine whether those files can produce the requested small final model without retraining; done means the conversion path is available or the limitation is clearly documented.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100