The Split Point Is Part of the Model
TL;DR for operators An organization that wants several hospitals, branches, or edge devices to train a shared multimodal model faces more than a data-locality problem. Each participating site also needs enough memory and network capacity to take part in training. Full-model federated learning keeps raw data local, but it requires every client to host and exchange the complete model. ...