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A collection of inference modules

Project description

fastinference

A collection of inference modules for fastai2 including inference speedup and interpretability

Install

We have 4 modules you can install, depending on your usecase:

Base Library (Just inference stuff): pip install fastinference ONNX Inference: pip install fastinference[onnxcpu] or fastinference[onnxgpu] Interperatability (Class Confusion + SHAP): pip install fastinference[interp] Everything: pip install fastinference[all]

Wonderful Contributors:

Directions for Contributing:

  1. Fork this repository into your GitHub Account
  2. Ensure that nbdev is installed on your system
  3. Make any changes and ensure that you run the following before commiting:
  • nbdev_build_lib
  • nbdev_clean_nbs
  1. Open a Pull Request with the library, and choose "From fork" to open one with the main repository.

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