On Linux, or the Windows Subsystem for Linux (WSL), you can enable CUDA-based GPU acceleration for a number of engines, by selecting the cuda
ONNX execution provider, usually thorough an option like [engine].provider=cuda
.
Engines where CUDA is supported include:
whisper
(speech recognition)kokoro
(speech synthesis)vits
(speech synthesis)silero
(speech recognition)mdx-net
(source separation)
- Download and globally install CUDA Toolkit 12.x based on the instructions in the linked download page
- Download and globally install cuDNN 9.x based on the instructions in the linked download page
- Reinstall Echogarden
Reinstallation is needed because the onnxruntime-node
dependency package runs a post-install script that attempts to detect the global installation of CUDA, and then conditionally downloads additional files required for it to work.