This repository contains tools necessary to optimize, execute and process neural networks for ANNETTE.
The folder hw_modules contains inference_modules for supported platforms. Each supported platform has an inference and a parser script. The inference script contains necessary functions to optimize and run neural networks. The parser script contains functions to process data gatherd during the neural network execution.
The inference_modules can be installed as a pip package. It is recommended to work with a Python virtual environment.
git clone [email protected]:embedded-machine-learning/inference_modules.git
cd ./inference_modules/
python3 -m venv venv_infmod
source venv_infmod/bin/activate
pip3 install --upgrade pip setuptools
pip3 install -e .The modules were tested on Ubuntu 18.04 and Python3.6