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#!/usr/bin/env bash
current_path=$(pwd)
# Find the path containing PFLlib, excluding hidden directories
pfllib_parent=$(find "$current_path" -type d -name "PFLlib" -not -path '*/\.*' | head -n 1 | xargs dirname)
if [ -z "$pfllib_parent" ]; then
echo "Error: PFLlib directory not found in $HOME"
exit 1
fi
change_path="$pfllib_parent/PFLlib/system"
if [ "$current_path" != "$change_path" ]; then
if [ -d "$change_path" ]; then
cd "$change_path"
echo "Changed to: $(pwd)"
else
echo "Error: $change_path does not exist"
exit 1
fi
else
echo "Already in the correct directory"
fi
python main.py --dataset $1 \
--model cnn \
--algorithm FedProx \
--global_rounds 200 \
--device_id 0 \
--num_classes 10 \
--num_clients 50 \
--device cuda \
--goal train \
--batch_size 20 \
--local_epochs 10 \
--local_learning_rate 0.05 \
--join_ratio $2 \
--learning_rate_decay True \
--learning_rate_decay_gamma 0.99 \
--client_drop_rate $3 \
--mu $4
echo "Change back to the previous directory: $current_path"
cd $current_path |