Published October 16, 2023 | Version v0.2.0-alpha
Software Open

alpha-unito/FastFederatedLearning: A Domain Specific Language for Federated Learning

Authors/Creators

  • 1. University of Torino

Description

A Domain-Specific Language for Federated Learning

The FastFL Python interface is now extended with the possibility to specify FL workloads through a DSL, abstracting the ML practitioner from the low-level implementation details of the federation.

This release currently supports just the master-worker scenario training on MNIST on clusters with a shared file system.

Files

alpha-unito/FastFederatedLearning-v0.2.0-alpha.zip

Files (88.4 kB)

Additional details

Related works

Is supplement to
Software: https://github.com/alpha-unito/FastFederatedLearning/tree/v0.2.0-alpha (URL)