Qualia SNN Plugin
Project description
Qualia-Plugin-SNN
Copyright 2023 © Pierre-Emmanuel Novac penovac@unice.fr Université Côte d'Azur, LEAT. All rights reserved.
Plugin for Spiking Neural Network support inside Qualia.
Install
git clone https://github.com/LEAT-EDGE/qualia-plugin-snn.git
cd qualia-plugin-snn
pdm venv create
pdm use "$(pwd)/.venv/bin/python"
$(pdm venv activate in-project)
pdm install -G gsc -G codegen
Run CIFAR-10 SVGG16 example
Download CIFAR-10 python version and extract it inside data/.
qualia conf/cifar10/vgg16_bn_ifsr_float32_train.toml preprocess_data
qualia conf/cifar10/vgg16_bn_ifsr_float32_train.toml train
qualia conf/cifar10/vgg16_bn_ifsr_float32_train.toml prepare_deploy
qualia conf/cifar10/vgg16_bn_ifsr_float32_train.toml deploy_and_evaluate
Acknowledgment
- SpikingJelly [^1]
[^1]: Please note article V.1 "Disclosure of Commercial Use" of the Open-Intelligence Open Source License V1.0
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