nandofromthebando/tinyfl

a tiny federated learning framework

tinyfl

a tiny federated learning framework built with pytorch and fastapi.

requirements

• python==3.10.10
• torch==1.13.0
• torchvision==0.14.0
• httpx
• uvicorn
• fastapi

installation

use poetry

poetry env use 3.10
poetry install

or

use conda

conda create -n tinyfl python=3.10.10
conda activate tinyfl
pip install torch==1.13.0 torchvision==0.14.0 httpx uvicorn fastapi

quickstart

run the aggregator

poetry run agg config/agg.config.json

run the parties

poetry run party config/party0.config.json
poetry run party config/party1.config.json
poetry run party config/party2.config.json

get aggregator status

curl {aggregator}/

start training round

curl {aggregator}/start_round