Project description

Qualia-Plugin-SNN

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

Project details

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2.3.0

Jul 15, 2024

2.2.0

Mar 1, 2024

This version

2.1.0

Jan 16, 2024

2.0.0.post1

Nov 27, 2023

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