FL Testing Framework

Requirements

Please ensure poetry is installed on your system.

Setup

poetry install

Example Run

Simple Run

export FLTEST_HOOKS=examples/hooks/atk_label_flip
poetry run python fltest/main.py

Multiple hook files, custom rounds

export FLTEST_HOOKS=examples/hooks/atk_label_flip,examples/hooks/fltest_hooks_a,examples/hooks/fltest_hooks_b
poetry run python fltest/main.py num_rounds=20

Configuration

Any parameter you see in fl_testing/config/config.yaml can be overridden via CLI. Examples:

Parameter	Default	Options
framework	flower	flower, flare, pfl
dataset	mnist	mnist, cifar10
data_distribution	iid	iid, dirichlet, pathological
num_clients	10
num_rounds	10
client_epochs	1
client_lr	0.001
device	cpu	cpu, cuda

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