Repo for investigation of timeouts that happens with prolonged training on clients

Last update: Jan 21, 2022

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Overview

Flower-timeout

Repo for investigation of timeouts that happens with prolonged training on clients. This repository is meant purely for demonstration of the problem. All the code is just modified original code of Flower's advanced-tensorflow tutorial for purpose of demonstration. All the credit goes to the flower team. Original repo - https://github.com/adap/flower .

As of code modification, only run.sh files and server.py (server case) or client.py (client-1/-2) were modified to use a single partition and work over the internet.

Steps for replication:

Create 3 different virtual machines (I utilized Ubuntu 20.04.3 LTS)
Upload the code to the machines
Change server address in clients based on the address of your server
Make sure the specified port is open on the server
Activate poetry shell
Run the run.sh scripts

Owner

GitHub Repository

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