aidge-learning 0.2.0

Functions and alogrithms to train models in the AIDGE framework

aidge_learning

In this module, you can find functions and classes to train your models:

• Optimizer (SGD)
• LRScheduler (ConstantLR, StepLR)
• loss functions (MSE)

Dependencies

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

Aidge dependencies

• aidge_core
• aidge_backend_cpu

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

C++ installation

./setup.sh -m core -m backend_cpu -m learning --release