qualia-plugin-snn 2.2.0

Qualia SNN Plugin

Qualia-Plugin-SNN

Copyright 2023 © Pierre-Emmanuel Novac [e-mail] 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