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Raspberry Pi

A step-by-step installation guide of FedML on Raspberry Pi.

tip

For Raspberry Pi devices, it is recommended to run FedML using Docker.

Install Docker (Prerequisite)​

note

You can move to the next step if you have Docker already installed.

  1. Update and upgrade your apt-get package tool
sudo apt-get update && sudo apt-get upgrade
  1. Download the Docker installation script
curl -fsSL https://get.docker.com -o get-docker.sh
  1. Execute the installation script
sudo sh get-docker.sh
  1. Add a non-root user to the Docker group
sudo usermod -aG docker [your-user]

Run FedML with Docker​

  • Pull the FedML RPI Docker image
docker pull fedml/fedml:latest-raspberrypi4-64-py37
  • Run Docker with "fedml login"
docker run -t -i fedml/fedml:latest-raspberrypi4-64-py37 /bin/bash

root@8bc0de2ce0e0:/usr/src/app# fedml login $USERID

info

Note please change the value of $USERID to your own.

Install with pip​

pip install fedml
source ~/.profile  ## run this command if '/home/user/.local/bin' is not on PATH' after installation