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Add ROCm 5.4.2 Support for RVC WebUI on gfx803 (AMD RX580 / Polaris GPUs) #2577

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@lsunay lsunay commented May 16, 2025

Dear RVC team,

I am thrilled to contribute to your incredible project with this pull request.

This PR introduces a Docker-based setup for running the Retrieval-based-Voice-Conversion-WebUI (RVC) with ROCm 5.4.2 support on gfx803 architecture (e.g., AMD RX580 / Polaris GPUs). The contribution includes:

  • Custom compilation of PyTorch 2.0.1 for ROCm compatibility with gfx803.
  • Two-stage Docker builds (Dockerfile.base_rocm5.4_source_compile and Dockerfile.rvc_original) for setting up the environment and RVC application.
  • An entrypoint script (entrypoint_rvc.sh) to configure the runtime environment and download models if needed.
  • Detailed documentation in README.md covering the build process, usage instructions, and experiences with ROCm on older hardware.

All files are organized under the rocm_5.4 directory. This setup has been tested successfully on my system, and I believe it can benefit other users with similar legacy hardware.

I would be delighted if you could review this contribution and provide any feedback or suggestions for improvement. It’s a privilege to support your project, and I hope this addition aligns with your vision.

Thank you for your time and for creating such a powerful foundation for the community!

Best regards,
Levent Sunay (lsunay)

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