golf_federated.client.process.config.device package

golf_federated.client.process.config.device.base module

class golf_federated.client.process.config.device.base.BaseClient(client_name: str)

Bases: object

Client object class, the class function supports the main operation of the client.

get_field() → dict

Get data of specified fields for model aggregation.

Returns:

Dict: Data of specified fields for model aggregation.

get_model() → List

Get the current local model weight.

Returns:

List: Current local model weight

abstract init_trainer(*args) → None

Abstract method for initializing the Trainer.

Args:

*args: Variable number of parameters, see instantiation methods for details.

predict() → numpy.ndarray

Perform model prediction.

Returns:

Numpy.ndarray: Prediction results

stop() → None

Stop local training.

train() → None

Perform local training.

abstract update_model(*args) → None

Abstract method for updating local model weight.

Args:

*args: Variable number of parameters, see instantiation methods for details.

golf_federated.client.process.config.device.multidevice module

golf_federated.client.process.config.device.standalone module