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

Unable to use RMVPE model on DirectML versiopn

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#1,026 opened on Aug 16, 2023

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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)

Contributor guide

Research direction
Check if the ONNX Runtime DirectML execution provider is correctly configured for AMD GPUs. Verify that the RMVPE model file supports DirectML. Look for known issues with AMD GPU + DirectML in the repository's issue tracker.
Tech stack
python
Domain
machine learningbackend
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Bug
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2
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1-3 hours
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Needs investigation
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60