nvflare.private.fed.protos.federated_pb2_grpc module

Client and server classes corresponding to protobuf-defined services.

class FederatedTraining

Bases: object

The global federated model interfaces

static AuxCommunicate(request, target, options=(), channel_credentials=None, call_credentials=None, insecure=False, compression=None, wait_for_ready=None, timeout=None, metadata=None)

static GetTask(request, target, options=(), channel_credentials=None, call_credentials=None, insecure=False, compression=None, wait_for_ready=None, timeout=None, metadata=None)

static Heartbeat(request, target, options=(), channel_credentials=None, call_credentials=None, insecure=False, compression=None, wait_for_ready=None, timeout=None, metadata=None)

static Quit(request, target, options=(), channel_credentials=None, call_credentials=None, insecure=False, compression=None, wait_for_ready=None, timeout=None, metadata=None)

static Register(request, target, options=(), channel_credentials=None, call_credentials=None, insecure=False, compression=None, wait_for_ready=None, timeout=None, metadata=None)

static SubmitUpdate(request, target, options=(), channel_credentials=None, call_credentials=None, insecure=False, compression=None, wait_for_ready=None, timeout=None, metadata=None)

class FederatedTrainingServicer

Bases: object

The global federated model interfaces

AuxCommunicate(request, context)

client to server aux channel communication

GetTask(request, context)

server to client model sharing

Heartbeat(request, context)

client to server heartbeat keep live

Quit(request, context)

client quiting the federated training

Register(request, context)

client registration, so that it will contribute to the training

SubmitUpdate(request, context)

client to server contribution submission

class FederatedTrainingStub(channel)

Bases: object

The global federated model interfaces

Constructor.

Parameters

channel – A grpc.Channel.

add_FederatedTrainingServicer_to_server(servicer, server)