E2FL

USE FLOWER instead of FedML

https://github.com/adap/flower/tree/main/examples/embedded-devices

Edge Device Setup (same as Flower)

Setting up a Raspberry Pi

1. Installing Ubuntu server on your Raspberry Pi is easy with the Raspberry Pi Imager.

• Click on CHOOSE OS > Other general-purpose OS > Ubuntu > Ubuntu Server 22.04.03 LTS (64-bit). Other versions of Ubuntu Server would likely work but try to use a 64-bit one.

2. Connecting to your Raspberry Pi.

• After shh-ing into your Raspberry Pi for the first time, make sure your OS is up-to-date ''' $ sudo apt update $ sudo apt upgrade -y $ sudo reboot '''

3. Preparations for your flower experiments ''' $ sudo apt install python3-pip -y '''

Setting up a Jetson Series

Dependencies

Flower

''' $ git clone --depth=1 https://github.com/adap/flower.git && mv flower/examples/embedded-devices . && rm -rf flower && cd embedded-devices $ pip3 install -r requirements_pytorch.txt '''

Linux Tool

• iw
• iperf3
• net-tools

''' $ sudo apt install iw, iperf3 -y '''

Python Dependencies

• Monsoon Python library
• paramiko library
• cffi library
• yaml library
• pickle library

''' $ pip install -r requirements_test_wrls-power.txt ''' or ''' $ pip install Monsoon, cffi, paramiko, yaml, pickle '''

Troubleshooting Monsoon Python Library

Test