aidge-pruning 0.1.0

Functions and algorithms to train models in the AIDGE framework

Aidge Pruning Module

You can find in this folder the library that implements the pruning algorithms.

[TOC]

Installation

Dependencies

• GCC
• Make/Ninja
• CMake
• Python (optional, if you have no intend to use this library in python with pybind)

Aidge dependencies

• aidge_core The requirements for installing the library are the following:

  • GCC, Make and CMake for the compilation pipeline
  • The AIDGE modules aidge_core, aidge_onnx and aidge_backend_cpu
  • Python (> 3.7) if you intend to use the pybind wrapper

Pip installation

pip install . -v

TIPS : Use environment variables to change compilation options :

• AIDGE_INSTALL : to set the installation folder. Defaults to /usr/local/lib. :warning: This path must be identical to aidge_core install path.
• AIDGE_PYTHON_BUILD_TYPE : to set the compilation mode to Debug or Release
• AIDGE_BUILD_GEN : to set the build backend with