RVC-Project / RVC-Project/Retrieval-based-Voice-Conversion-WebUI
CUDNN with RMVPE pitch
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- Dominant language
- Python
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Description
When I have to do an inference in RVC, I have to turn off CUDNN with the following line:
torch.backends.cudnn.enabled=False
It seems that RMVPE does not support CUDNN with excessively long files. I am using the rtx 5090 version.
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing inference on an RTX 5090 with an excessively long audio file, comparing RMVPE behavior with torch.backends.cudnn.enabled set to True and False. Trace the RMVPE inference path to identify the CUDNN failure, and consider the issue done when long-file inference works without requiring users to disable CUDNN.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100