ROCm support for AMD GPUs on Linux (RVC-Project#1248)

* Added requirements for AMD GPUs
* Updated README with instructions on how to use RVC with ROCm

docs/en/README.en.md

@@ -57,6 +57,9 @@ pip install torch torchvision torchaudio
 
 #For Windows + Nvidia Ampere Architecture(RTX30xx), you need to specify the cuda version corresponding to pytorch according to the experience of https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/issues/21
 #pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu117
+
+#For Linux + AMD Cards, you need to use the following pytorch versions:
+#pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm5.4.2
 ```
 
 Then can use poetry to install the other dependencies:
@@ -75,12 +78,14 @@ You can also use pip to install them:
 for Nvidia graphics cards
   pip install -r requirements.txt
 
-for AMD/Intel graphics cards：
+for AMD/Intel graphics cards on Windows (DirectML)：
   pip install -r requirements-dml.txt
 
 for Intel ARC graphics cards on Linux / WSL using Python 3.10: 
   pip install -r requirements-ipex.txt
 
+for AMD graphics cards on Linux (ROCm):
+  pip install -r requirements-amd.txt
 ```
 
 ------
@@ -135,8 +140,32 @@ Then use this command to start Webui:
 ```bash
 python infer-web.py
 ```
+
 If you are using Windows or macOS, you can download and extract `RVC-beta.7z` to use RVC directly by using `go-web.bat` on windows or `sh ./run.sh` on macOS to start Webui.
 
+## ROCm Support for AMD graphic cards (Linux only)
+To use ROCm on Linux install all required drivers as described [here](https://rocm.docs.amd.com/en/latest/deploy/linux/os-native/install.html).
+
+On Arch use pacman to install the driver:
+````
+pacman -S rocm-hip-sdk rocm-opencl-sdk
+````
+
+You might also need to set these environment variables (e.g. on a RX6700XT):
+````
+export ROCM_PATH=/opt/rocm
+export HSA_OVERRIDE_GFX_VERSION=10.3.0
+````
+Also make sure your user is part of the `render` and `video` group:
+````
+sudo usermod -aG render $USERNAME
+sudo usermod -aG video $USERNAME
+````
+After that you can run the WebUI:
+```bash
+python infer-web.py
+```
+
 ## Credits
 + [ContentVec](https://github.com/auspicious3000/contentvec/)
 + [VITS](https://github.com/jaywalnut310/vits)

requirements-amd.txt

@@ -0,0 +1,48 @@
+tensorflow-rocm
+joblib>=1.1.0
+numba==0.56.4
+numpy==1.23.5
+scipy
+librosa==0.9.1
+llvmlite==0.39.0
+fairseq==0.12.2
+faiss-cpu==1.7.3
+gradio==3.34.0
+Cython
+pydub>=0.25.1
+soundfile>=0.12.1
+ffmpeg-python>=0.2.0
+tensorboardX
+Jinja2>=3.1.2
+json5
+Markdown
+matplotlib>=3.7.0
+matplotlib-inline>=0.1.3
+praat-parselmouth>=0.4.2
+Pillow>=9.1.1
+resampy>=0.4.2
+scikit-learn
+tensorboard
+tqdm>=4.63.1
+tornado>=6.1
+Werkzeug>=2.2.3
+uc-micro-py>=1.0.1
+sympy>=1.11.1
+tabulate>=0.8.10
+PyYAML>=6.0
+pyasn1>=0.4.8
+pyasn1-modules>=0.2.8
+fsspec>=2022.11.0
+absl-py>=1.2.0
+audioread
+uvicorn>=0.21.1
+colorama>=0.4.5
+pyworld==0.3.2
+httpx
+onnxruntime
+onnxruntime-gpu
+torchcrepe==0.0.20
+fastapi==0.88
+ffmpy==0.3.1
+python-dotenv>=1.0.0
+av