fednova

Module Contents

FedNovaServerHandler	FedAvg server handler.
FedNovaSerialClientTrainer	Federated client with local SGD solver.

class FedNovaServerHandler(model: torch.nn.Module, global_round: int, num_clients: int = 0, sample_ratio: float = 1, cuda: bool = False, device: str = None, sampler: fedlab.contrib.client_sampler.base_sampler.FedSampler = None, logger: fedlab.utils.Logger = None)

Bases: fedlab.contrib.algorithm.basic_server.SyncServerHandler

FedAvg server handler.

setup_optim(option='weighted_scale')

Override this function to load your optimization hyperparameters.

global_update(buffer)

class FedNovaSerialClientTrainer(model, num_clients, cuda=False, device=None, logger=None, personal=False)

Bases: fedlab.contrib.algorithm.basic_client.SGDSerialClientTrainer

Federated client with local SGD solver.

local_process(payload, id_list)

Define the local main process.