Tutorials

Fed2Tier allows you to do federated learning in real time on various supported edge devices, including Intel CPUs, Nvidia GPUs, Nvidia Jetson, Raspberry Pi, Intel NUC. Fed2Tier provides modular tools and standard algorithms to simplify federated learning implementation in real time using gRPC framework.

Running Server and Client

Step-by-step guide on running server and clients on same and different devices.

Available Federated Learning Algorithms

Available Datasets and Models

How to use different Data Distribution?

Step-by-step guide on how to use different data dstributions while training.

How to get Carbon Footprint?

Step-by-step guide on how to get carbon footprint of the training process.