RVC-Project / RVC-Project/Retrieval-based-Voice-Conversion-WebUI

Unable to use RMVPE model on DirectML versiopn

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Description

Hello. I've been trying to use rmvpe, but everytime I try to, it just kinda crashes. An error pops up on the WebUI saying that "Connection errored out" and the cmd log looks like this:

gin_channels: 256 self.spk_embed_dim: 109

loading rmvpe model
2023-08-16 14:01:45.7221459 [W:onnxruntime:, session_state.cc:1169 onnxruntime::VerifyEachNodeIsAssignedToAnEp] Some nodes were not assigned to the preferred execution providers which may or may not have an negative impact on performance. e.g. ORT explicitly assigns shape related ops to CPU to improve perf.
2023-08-16 14:01:45.7246562 [W:onnxruntime:, session_state.cc:1171 onnxruntime::VerifyEachNodeIsAssignedToAnEp] Rerunning with verbose output on a non-minimal build will show node assignments.

D:\RVC0813AMD_Intel>pause
Press any key to continue . . .

How can I fix this? I'm using an AMD GPU (7900XT to be precise)

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reproducing RMVPE loading through the WebUI on the reported AMD 7900 XT and DirectML setup. Inspect the ONNX Runtime execution-provider warnings and the command-line crash after “loading rmvpe model.” Done means identifying the DirectML failure and confirming that RMVPE conversion works without the WebUI connection error.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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