🤗 Optimum can be installed using pip as follows:
python -m pip install optimum
If you’d like to use the accelerator-specific features of 🤗 Optimum, you can install the required dependencies according to the table below:
| Accelerator | Installation |
|---|---|
| ONNX runtime | python -m pip install optimum[onnxruntime] |
| Intel Neural Compressor (INC) | python -m pip install optimum[neural-compressor] |
| Intel OpenVINO | python -m pip install optimum[openvino,nncf] |
| Graphcore IPU | python -m pip install optimum[graphcore] |
| Habana Gaudi Processor (HPU) | python -m pip install optimum[habana] |
If you’d like to play with the examples or need the bleeding edge of the code and can’t wait for a new release, you can install the base library from source as follows:
python -m pip install git+https://github.com/huggingface/optimum.git
For the accelerator-specific features, you can install them by appending #egg=optimum[accelerator_type] to the pip command, e.g.
python -m pip install git+https://github.com/huggingface/optimum.git#egg=optimum[onnxruntime]