FedML-AI / FedML-AI/FedML

Cross-Silo Horizontal Loading all datasets to all clientes

Open
#597 6 comments 0 reactions 0 assignees View on GitHub
question
Dominant language
Python
Stars
4.1k
Forks
765
PR merge metrics
No merged PRs in 30d

Description

From what I can see, on every example for cross-silo FL, the datasets of all clients are loaded into memory. For example [here](https://github.com/FedML-AI/FedML/blob/master/python/examples/cross_silo/grpc_fedavg_mnist_lr_example/custom_data_and_model/torch_client.py).

It would be nice to add a way for clients to load their individual datasets as it would probably needed in production.

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.