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

These details have not been verified by PyPI

Project links

Release history Release notifications | RSS feed

This version

2.3.0

Jul 15, 2024

2.2.0

Mar 1, 2024

2.1.0

Jan 16, 2024

2.0.0.post1

Nov 27, 2023

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

qualia_plugin_snn-2.3.0.tar.gz (47.3 kB view details)

Uploaded Jul 15, 2024 Source

Built Distribution

qualia_plugin_snn-2.3.0-py3-none-any.whl (65.6 kB view details)

Uploaded Jul 15, 2024 Python 3

File details

Details for the file qualia_plugin_snn-2.3.0.tar.gz.

File metadata

Download URL: qualia_plugin_snn-2.3.0.tar.gz
Upload date: Jul 15, 2024
Size: 47.3 kB
Tags: Source
Uploaded using Trusted Publishing? No
Uploaded via: pdm/2.16.1 CPython/3.12.4 Linux/6.9.8-arch1-1

File hashes

Hashes for qualia_plugin_snn-2.3.0.tar.gz
Algorithm	Hash digest
SHA256	`8cbd85012919a47aa3dc0e74ce6d73b82642d4e377b6c66d50b4177ddbc75ce3`
MD5	`b92ffd71e05eff0b1c33ecd0f7c15b29`
BLAKE2b-256	`374f0b5748aca0110043656d9a4513fd40e8023b1620e670fb4b18d0de9d02c0`

See more details on using hashes here.

File details

Details for the file qualia_plugin_snn-2.3.0-py3-none-any.whl.

File metadata

Download URL: qualia_plugin_snn-2.3.0-py3-none-any.whl
Upload date: Jul 15, 2024
Size: 65.6 kB
Tags: Python 3
Uploaded using Trusted Publishing? No
Uploaded via: pdm/2.16.1 CPython/3.12.4 Linux/6.9.8-arch1-1

File hashes

Hashes for qualia_plugin_snn-2.3.0-py3-none-any.whl
Algorithm	Hash digest
SHA256	`5184777e71acf60f1400264478dc3b4c0bbc3af51abfe501cb5b65e83d9bb1bd`
MD5	`7452d7bc1a52b57131988b2c17fc6fc9`
BLAKE2b-256	`f193fb3075ccb3c31f91043f4f69f86798d62b58baa1738a61d3131eda0b2d9c`