Index

_

__add__() (openfl.utilities.types.LocalTensor method) (openfl.utilities.types.Metric method) (openfl.utilities.types.TaskResultKey method) (openfl.utilities.types.TensorKey method) __call__() (openfl.interface.aggregation_functions.adagrad_adaptive_aggregation.AdagradAdaptiveAggregation method) (openfl.interface.aggregation_functions.adam_adaptive_aggregation.AdamAdaptiveAggregation method) (openfl.interface.aggregation_functions.core.adaptive_aggregation.AdaptiveAggregation method) (openfl.interface.aggregation_functions.core.interface.AggregationFunction method) (openfl.interface.aggregation_functions.experimental.privileged_aggregation.PrivilegedAggregationFunction method) (openfl.interface.aggregation_functions.fedcurv_weighted_average.FedCurvWeightedAverage method) (openfl.interface.aggregation_functions.geometric_median.GeometricMedian method) (openfl.interface.aggregation_functions.median.Median method) (openfl.interface.aggregation_functions.weighted_average.WeightedAverage method) (openfl.interface.aggregation_functions.yogi_adaptive_aggregation.YogiAdaptiveAggregation method) (openfl.interface.cli.CLI method) (openfl.utilities.click_types.FqdnParamType method) (openfl.utilities.click_types.IpAddressParamType method) (openfl.utilities.fed_timer.fedtiming method) (openfl.utilities.fed_timer.SyncAsyncTaskDecoFactory method) (openfl.utilities.types.SingletonABCMeta method)

__mul__() (openfl.utilities.types.LocalTensor method) (openfl.utilities.types.Metric method) (openfl.utilities.types.TaskResultKey method) (openfl.utilities.types.TensorKey method)

A

ABCMeta (class in openfl.utilities) absolute() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) acknowledge_shard() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) active_experiment (openfl.component.director.experiment.ExperimentsRegistry property) AdagradAdaptiveAggregation (class in openfl.interface.aggregation_functions) (class in openfl.interface.aggregation_functions.adagrad_adaptive_aggregation) AdamAdaptiveAggregation (class in openfl.interface.aggregation_functions) (class in openfl.interface.aggregation_functions.adam_adaptive_aggregation) adapt_tasks() (openfl.federated.task.task_runner.CoreTaskRunner method) AdaptiveAggregation (class in openfl.interface.aggregation_functions.core) (class in openfl.interface.aggregation_functions.core.adaptive_aggregation) add() (openfl.component.director.experiment.ExperimentsRegistry method) add_AggregatorServicer_to_server() (in module openfl.protocols.aggregator_pb2_grpc) add_command() (openfl.interface.cli.CLI method) add_DirectorServicer_to_server() (in module openfl.protocols.director_pb2_grpc) add_kwargs() (openfl.interface.interactive_api.experiment.TaskKeeper method) add_log_level() (in module openfl.native) (in module openfl.utilities) (in module openfl.utilities.utils)

AggregationFunction (class in openfl.interface.aggregation_functions) (class in openfl.interface.aggregation_functions.core) (class in openfl.interface.aggregation_functions.core.interface) Aggregator (class in openfl.component.aggregator) (class in openfl.component.aggregator.aggregator) (class in openfl.protocols.aggregator_pb2_grpc) AggregatorGRPCClient (class in openfl.transport) (class in openfl.transport.grpc.aggregator_client) AggregatorGRPCServer (class in openfl.transport) (class in openfl.transport.grpc.aggregator_server) AggregatorServicer (class in openfl.protocols.aggregator_pb2_grpc) AggregatorStub (class in openfl.protocols.aggregator_pb2_grpc) all_quit_jobs_sent() (openfl.component.aggregator.Aggregator method) (openfl.component.aggregator.aggregator.Aggregator method) allow_extra_args (openfl.interface.cli.CLI attribute) allow_interspersed_args (openfl.interface.cli.CLI attribute) apply_delta() (openfl.pipelines.tensor_codec.TensorCodec static method) (openfl.pipelines.TensorCodec static method) apply_template_plan() (in module openfl.interface.workspace) args (openfl.utilities.partial attribute) Assigner (class in openfl.component.assigner) (class in openfl.component.assigner.assigner) (class in openfl.component.assigner.custom_assigner) async_execute() (openfl.utilities.fed_timer.PrepareTask method)

B

backward() (openfl.pipelines.kc_pipeline.GZIPTransformer method) (openfl.pipelines.kc_pipeline.KCPipeline method) (openfl.pipelines.kc_pipeline.KmeansTransformer method) (openfl.pipelines.no_compression_pipeline.NoCompressionPipeline method) (openfl.pipelines.pipeline.Float32NumpyArrayToBytes method) (openfl.pipelines.pipeline.TransformationPipeline method) (openfl.pipelines.pipeline.Transformer method) (openfl.pipelines.random_shift_pipeline.RandomShiftPipeline method) (openfl.pipelines.random_shift_pipeline.RandomShiftTransformer method) (openfl.pipelines.skc_pipeline.GZIPTransformer method) (openfl.pipelines.skc_pipeline.KmeansTransformer method) (openfl.pipelines.skc_pipeline.SKCPipeline method) (openfl.pipelines.skc_pipeline.SparsityTransformer method) (openfl.pipelines.stc_pipeline.GZIPTransformer method) (openfl.pipelines.stc_pipeline.SparsityTransformer method) (openfl.pipelines.stc_pipeline.STCPipeline method) (openfl.pipelines.stc_pipeline.TernaryTransformer method) basicConfig() (in module openfl.native) begin_capture() (openfl.native.Console method) bell() (openfl.native.Console method) build() (openfl.federated.plan.Plan static method) (openfl.federated.plan.plan.Plan static method) (openfl.native.Plan static method) bytes_and_metadata_to_model_proto() (in module openfl.protocols.utils) ByteSize() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method)

C

cache_tensor() (openfl.databases.tensor_db.TensorDB method) (openfl.databases.TensorDB method) call() (openfl.interface.aggregation_functions.adagrad_adaptive_aggregation.AdagradAdaptiveAggregation method) (openfl.interface.aggregation_functions.adam_adaptive_aggregation.AdamAdaptiveAggregation method) (openfl.interface.aggregation_functions.AggregationFunction method) (openfl.interface.aggregation_functions.core.adaptive_aggregation.AdaptiveAggregation method) (openfl.interface.aggregation_functions.core.AdaptiveAggregation method) (openfl.interface.aggregation_functions.core.AggregationFunction method) (openfl.interface.aggregation_functions.core.interface.AggregationFunction method) (openfl.interface.aggregation_functions.experimental.privileged_aggregation.PrivilegedAggregationFunction method) (openfl.interface.aggregation_functions.experimental.PrivilegedAggregationFunction method) (openfl.interface.aggregation_functions.fedcurv_weighted_average.FedCurvWeightedAverage method) (openfl.interface.aggregation_functions.FedCurvWeightedAverage method) (openfl.interface.aggregation_functions.geometric_median.GeometricMedian method) (openfl.interface.aggregation_functions.GeometricMedian method) (openfl.interface.aggregation_functions.Median method) (openfl.interface.aggregation_functions.median.Median method) (openfl.interface.aggregation_functions.weighted_average.WeightedAverage method) (openfl.interface.aggregation_functions.WeightedAverage method) (openfl.interface.aggregation_functions.yogi_adaptive_aggregation.YogiAdaptiveAggregation method) callback (openfl.interface.cli.CLI attribute) capture() (openfl.native.Console method) catch_warnings (class in openfl.federated.data) (class in openfl.federated.task) center (built-in class) certify() (in module openfl.interface.aggregator) (in module openfl.interface.collaborator) (in module openfl.interface.workspace) (in module openfl.utilities.ca.ca) change_tags() (in module openfl.utilities) (in module openfl.utilities.utils) check_call() (in module openfl.interface.experimental) (in module openfl.interface.tutorial) check_equal() (in module openfl.utilities) (in module openfl.utilities.checks) check_is_in() (in module openfl.utilities) (in module openfl.utilities.checks) check_not_equal() (in module openfl.utilities) (in module openfl.utilities.checks) check_not_in() (in module openfl.utilities) (in module openfl.utilities.checks) check_request() (openfl.transport.AggregatorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) check_type() (in module openfl.utilities) (in module openfl.utilities.checks) check_varenv() (in module openfl.interface.cli_helper) chmod() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) clean_up() (openfl.databases.tensor_db.TensorDB method) (openfl.databases.TensorDB method) clear() (openfl.native.Console method) Clear() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) clear() (openfl.utilities.tqdm method) clear_live() (openfl.native.Console method) ClearExtension() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method)

ClearField() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) CLI (class in openfl.interface.cli) ClickPath (in module openfl.interface.director) close() (openfl.utilities.tqdm method) col_name (openfl.utilities.LocalTensor attribute) (openfl.utilities.types.LocalTensor attribute) Collaborator (class in openfl.component.collaborator) (class in openfl.component.collaborator.collaborator) CollaboratorDescription (class in openfl.protocols.base_pb2) collect_usage_pieces() (openfl.interface.cli.CLI method) color_system (openfl.native.Console property) command() (openfl.interface.cli.CLI method) command_class (openfl.interface.cli.CLI attribute) commands (openfl.interface.cli.CLI attribute) compress() (openfl.pipelines.tensor_codec.TensorCodec method) (openfl.pipelines.TensorCodec method) Console (class in openfl.native) ConstantBackoff (class in openfl.transport.grpc.aggregator_client) construct_model_proto() (in module openfl.protocols.utils) construct_named_tensor() (in module openfl.protocols.utils) construct_proto() (in module openfl.protocols.utils) context_class (openfl.interface.cli.CLI attribute) context_settings (openfl.interface.cli.CLI attribute) control() (openfl.native.Console method) convert() (openfl.utilities.click_types.FqdnParamType method) (openfl.utilities.click_types.IpAddressParamType method) copy() (in module openfl.native) CopyFrom() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) copytree() (in module openfl.interface.cli_helper) CoreTaskRunner (class in openfl.federated.task.task_runner) count() (openfl.utilities.types.LocalTensor method) (openfl.utilities.types.Metric method) (openfl.utilities.types.TaskResultKey method) (openfl.utilities.types.TensorKey method) create() (in module openfl.interface.collaborator) (in module openfl.interface.workspace) create_dirs() (in module openfl.interface.workspace) create_insecure_channel() (openfl.transport.AggregatorGRPCClient method) (openfl.transport.grpc.aggregator_client.AggregatorGRPCClient method) create_temp() (in module openfl.interface.workspace) create_tls_channel() (openfl.transport.AggregatorGRPCClient method) (openfl.transport.grpc.aggregator_client.AggregatorGRPCClient method) CudaDeviceInfo (class in openfl.protocols.director_pb2) CustomThread (class in openfl.utilities.fed_timer) CutoffTimeBasedStragglerHandling (class in openfl.component.straggler_handling_functions) (class in openfl.component.straggler_handling_functions.cutoff_time_based_straggler_handling) cwd() (openfl.interface.director.Path class method) (openfl.interface.experimental.Path class method) (openfl.native.Path class method)

D

daemon (openfl.utilities.fed_timer.CustomThread property) DataInterface (class in openfl.interface.interactive_api.experiment) DataLoader (class in openfl.federated.data) (class in openfl.federated.data.loader) dataset_description (openfl.interface.interactive_api.shard_descriptor.DummyShardDescriptor property) (openfl.interface.interactive_api.shard_descriptor.ShardDescriptor property) DataSplitter (class in openfl.utilities.data_splitters) (class in openfl.utilities.data_splitters.data_splitter) DataStream (class in openfl.protocols.base_pb2) datastream_to_proto() (in module openfl.protocols.utils) decompress() (openfl.pipelines.tensor_codec.TensorCodec method) (openfl.pipelines.TensorCodec method) deconstruct_model_proto() (in module openfl.protocols.utils) deconstruct_proto() (in module openfl.protocols.utils) define_task_assigner() (openfl.interface.interactive_api.experiment.FLExperiment method) define_task_assignments() (openfl.component.assigner.Assigner method) (openfl.component.assigner.assigner.Assigner method) (openfl.component.assigner.custom_assigner.Assigner method) (openfl.component.assigner.random_grouped_assigner.RandomGroupedAssigner method) (openfl.component.assigner.RandomGroupedAssigner method) (openfl.component.assigner.static_grouped_assigner.StaticGroupedAssigner method) (openfl.component.assigner.StaticGroupedAssigner method) deserialize_interface_objects() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) DevicePolicy (class in openfl.component.collaborator.collaborator) Director (class in openfl.component.director) (class in openfl.component.director.director) (class in openfl.interface.director) (class in openfl.protocols.director_pb2_grpc) DirectorClient (class in openfl.transport.grpc.director_client) DirectorGRPCServer (class in openfl.interface.director) (class in openfl.transport) (class in openfl.transport.grpc.director_server) DirectorServicer (class in openfl.protocols.director_pb2_grpc) DirectorStub (class in openfl.protocols.director_pb2_grpc) DirichletNumPyDataSplitter (class in openfl.utilities.data_splitters) (class in openfl.utilities.data_splitters.numpy) disable_warnings() (in module openfl.interface.cli) DiscardUnknownFields() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method)

disconnect() (openfl.transport.AggregatorGRPCClient method) (openfl.transport.grpc.aggregator_client.AggregatorGRPCClient method) display() (openfl.utilities.tqdm method) do_task() (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) download_step_bin() (in module openfl.utilities.ca.downloader) download_step_ca_bin() (in module openfl.utilities.ca.downloader) DownloadStatus (class in openfl.protocols.base_pb2) DownloadStatuses (class in openfl.protocols.base_pb2) DummyShardDataset (class in openfl.interface.interactive_api.shard_descriptor) DummyShardDescriptor (class in openfl.interface.interactive_api.shard_descriptor) dump() (openfl.federated.plan.Plan static method) (openfl.federated.plan.plan.Plan static method) (openfl.native.Plan static method) dump_proto() (in module openfl.protocols.utils) dump_requirements_file() (in module openfl.utilities.workspace) Dynaconf (in module openfl.utilities)

E

emit() (openfl.native.RichHandler method) encoding (openfl.native.Console property) end() (in module openfl.interface.cli) end_capture() (openfl.native.Console method) entry() (in module openfl.interface.cli) Envoy (class in openfl.component.envoy) (class in openfl.component.envoy.envoy) EnvoyInfo (class in openfl.protocols.director_pb2) envvar_list_splitter (openfl.utilities.click_types.FqdnParamType attribute) (openfl.utilities.click_types.IpAddressParamType attribute) EqualNumPyDataSplitter (class in openfl.utilities.data_splitters) (class in openfl.utilities.data_splitters.numpy) error_handler() (in module openfl.interface.cli) exists() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) expanduser() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) Experiment (class in openfl.component.director.experiment) ExperimentData (class in openfl.protocols.director_pb2) ExperimentDescription (class in openfl.protocols.base_pb2) ExperimentInfo (class in openfl.protocols.director_pb2) ExperimentListItem (class in openfl.protocols.director_pb2) ExperimentsRegistry (class in openfl.component.director.experiment) ExperimentWorkspace (class in openfl.utilities.workspace) export_html() (openfl.native.Console method) export_svg() (openfl.native.Console method) export_text() (openfl.native.Console method) Extensions (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest attribute) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse attribute) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest attribute) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse attribute) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest attribute) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse attribute) (openfl.protocols.aggregator_pb2.GetTasksRequest attribute) (openfl.protocols.aggregator_pb2.GetTasksResponse attribute) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest attribute) (openfl.protocols.aggregator_pb2.MessageHeader attribute) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse attribute) (openfl.protocols.aggregator_pb2.Task attribute) (openfl.protocols.aggregator_pb2.TaskResults attribute) (openfl.protocols.aggregator_pb2.TrainedModelResponse attribute) (openfl.protocols.base_pb2.CollaboratorDescription attribute) (openfl.protocols.base_pb2.DataStream attribute) (openfl.protocols.base_pb2.DownloadStatus attribute) (openfl.protocols.base_pb2.DownloadStatuses attribute) (openfl.protocols.base_pb2.ExperimentDescription attribute) (openfl.protocols.base_pb2.MetadataProto attribute) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry attribute) (openfl.protocols.base_pb2.ModelProto attribute) (openfl.protocols.base_pb2.NamedTensor attribute) (openfl.protocols.base_pb2.TaskDescription attribute) (openfl.protocols.director_pb2.CudaDeviceInfo attribute) (openfl.protocols.director_pb2.EnvoyInfo attribute) (openfl.protocols.director_pb2.ExperimentData attribute) (openfl.protocols.director_pb2.ExperimentInfo attribute) (openfl.protocols.director_pb2.ExperimentListItem attribute) (openfl.protocols.director_pb2.GetDatasetInfoRequest attribute) (openfl.protocols.director_pb2.GetDatasetInfoResponse attribute) (openfl.protocols.director_pb2.GetEnvoysRequest attribute) (openfl.protocols.director_pb2.GetEnvoysResponse attribute) (openfl.protocols.director_pb2.GetExperimentDataRequest attribute) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest attribute) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse attribute) (openfl.protocols.director_pb2.GetExperimentsListRequest attribute) (openfl.protocols.director_pb2.GetExperimentsListResponse attribute) (openfl.protocols.director_pb2.GetExperimentStatusRequest attribute) (openfl.protocols.director_pb2.GetExperimentStatusResponse attribute) (openfl.protocols.director_pb2.GetMetricStreamRequest attribute) (openfl.protocols.director_pb2.GetMetricStreamResponse attribute) (openfl.protocols.director_pb2.GetTrainedModelRequest attribute) (openfl.protocols.director_pb2.NodeInfo attribute) (openfl.protocols.director_pb2.RemoveExperimentRequest attribute) (openfl.protocols.director_pb2.RemoveExperimentResponse attribute) (openfl.protocols.director_pb2.SetExperimentFailedRequest attribute) (openfl.protocols.director_pb2.SetExperimentFailedResponse attribute) (openfl.protocols.director_pb2.SetNewExperimentResponse attribute) (openfl.protocols.director_pb2.ShardInfo attribute) (openfl.protocols.director_pb2.TrainedModelResponse attribute) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest attribute) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse attribute) (openfl.protocols.director_pb2.UpdateShardInfoRequest attribute) (openfl.protocols.director_pb2.UpdateShardInfoResponse attribute) (openfl.protocols.director_pb2.WaitExperimentRequest attribute) (openfl.protocols.director_pb2.WaitExperimentResponse attribute)

external_write_mode() (openfl.utilities.tqdm class method)

F

fail() (openfl.utilities.click_types.FqdnParamType method) (openfl.utilities.click_types.IpAddressParamType method) FedCurvWeightedAverage (class in openfl.interface.aggregation_functions) (class in openfl.interface.aggregation_functions.fedcurv_weighted_average) FederatedDataSet (class in openfl.federated.data.federated_data) FederatedModel (class in openfl.federated.task.fl_model) Federation (class in openfl.interface.interactive_api.federation) fedtiming (class in openfl.utilities.fed_timer) file (openfl.native.Console property) find_certificate_name() (in module openfl.interface.aggregator) (in module openfl.interface.collaborator) find_dependencies() (openfl.pipelines.tensor_codec.TensorCodec method) (openfl.pipelines.TensorCodec method) FindInitializationErrors() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) finish_active() (openfl.component.director.experiment.ExperimentsRegistry method) first_version_is_lower() (in module openfl.protocols.base_pb2_grpc) flatten() (in module openfl.native) (in module openfl.native.native) FLExperiment (class in openfl.interface.interactive_api.experiment) Float32NumpyArrayToBytes (class in openfl.pipelines.pipeline) format_commands() (openfl.interface.cli.CLI method) format_dict (openfl.utilities.tqdm property) format_epilog() (openfl.interface.cli.CLI method) format_help() (openfl.interface.cli.CLI method) format_help_text() (openfl.interface.cli.CLI method) format_interval() (openfl.utilities.tqdm static method)

format_meter() (openfl.utilities.tqdm static method) format_num() (openfl.utilities.tqdm static method) format_options() (openfl.interface.cli.CLI method) format_sizeof() (openfl.utilities.tqdm static method) format_usage() (openfl.interface.cli.CLI method) forward() (openfl.pipelines.kc_pipeline.GZIPTransformer method) (openfl.pipelines.kc_pipeline.KCPipeline method) (openfl.pipelines.kc_pipeline.KmeansTransformer method) (openfl.pipelines.no_compression_pipeline.NoCompressionPipeline method) (openfl.pipelines.pipeline.Float32NumpyArrayToBytes method) (openfl.pipelines.pipeline.TransformationPipeline method) (openfl.pipelines.pipeline.Transformer method) (openfl.pipelines.random_shift_pipeline.RandomShiftPipeline method) (openfl.pipelines.random_shift_pipeline.RandomShiftTransformer method) (openfl.pipelines.skc_pipeline.GZIPTransformer method) (openfl.pipelines.skc_pipeline.KmeansTransformer method) (openfl.pipelines.skc_pipeline.SKCPipeline method) (openfl.pipelines.skc_pipeline.SparsityTransformer method) (openfl.pipelines.stc_pipeline.GZIPTransformer method) (openfl.pipelines.stc_pipeline.SparsityTransformer method) (openfl.pipelines.stc_pipeline.STCPipeline method) (openfl.pipelines.stc_pipeline.TernaryTransformer method) FqdnParamType (class in openfl.utilities.click_types) freeze_plan() (in module openfl.interface.plan) FromString() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) func (openfl.utilities.partial attribute)

G

GaNDLFDataLoaderWrapper (class in openfl.federated.data.loader_gandlf) generate_cert_request() (in module openfl.interface.aggregator) (in module openfl.interface.collaborator) generate_delta() (openfl.pipelines.tensor_codec.TensorCodec static method) (openfl.pipelines.TensorCodec static method) geometric_median() (in module openfl.interface.aggregation_functions.geometric_median) GeometricMedian (class in openfl.interface.aggregation_functions) (class in openfl.interface.aggregation_functions.geometric_median) get() (openfl.component.director.experiment.ExperimentsRegistry method) get_aggregated_tensor() (openfl.component.aggregator.Aggregator method) (openfl.component.aggregator.aggregator.Aggregator method) (openfl.databases.tensor_db.TensorDB method) (openfl.databases.TensorDB method) get_aggregated_tensor_from_aggregator() (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) get_aggregation_type_for_task() (openfl.component.assigner.Assigner method) (openfl.component.assigner.assigner.Assigner method) (openfl.component.assigner.custom_assigner.Assigner method) (openfl.component.assigner.random_grouped_assigner.RandomGroupedAssigner method) (openfl.component.assigner.static_grouped_assigner.StaticGroupedAssigner method) get_aggregator() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) get_all_tasks_for_round() (openfl.component.assigner.Assigner method) (openfl.component.assigner.assigner.Assigner method) (openfl.component.assigner.custom_assigner.Assigner method) (openfl.component.assigner.random_grouped_assigner.RandomGroupedAssigner method) (openfl.component.assigner.static_grouped_assigner.StaticGroupedAssigner method) get_assigner() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) get_best_model() (openfl.interface.interactive_api.experiment.FLExperiment method) (openfl.transport.grpc.director_client.DirectorClient method) get_ca_bin_paths() (in module openfl.utilities.ca.ca) get_caller() (openfl.interface.director.DirectorGRPCServer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) get_client() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) get_collaborator() (in module openfl.native) (in module openfl.native.native) (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) get_collaborators_for_task() (openfl.component.assigner.Assigner method) (openfl.component.assigner.assigner.Assigner method) (openfl.component.assigner.custom_assigner.Assigner method) (openfl.component.assigner.random_grouped_assigner.RandomGroupedAssigner method) (openfl.component.assigner.RandomGroupedAssigner method) (openfl.component.assigner.static_grouped_assigner.StaticGroupedAssigner method) (openfl.component.assigner.StaticGroupedAssigner method) get_command() (openfl.interface.cli.CLI method) get_core_task_runner() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) get_data_for_tensorkey() (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) get_data_loader() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.TaskRunner method) (openfl.native.Plan method) get_dataset() (openfl.interface.interactive_api.shard_descriptor.DummyShardDescriptor method) (openfl.interface.interactive_api.shard_descriptor.ShardDescriptor method) get_dataset_info() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.transport.grpc.director_client.DirectorClient method) get_default() (openfl.utilities.click_types.InputSpec method) get_dummy_shard_descriptor() (openfl.interface.interactive_api.federation.Federation method) get_envoys() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.transport.grpc.director_client.DirectorClient method) get_error_hint() (openfl.utilities.click_types.InputSpec method) get_experiment_data() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.transport.grpc.director_client.ShardDirectorClient method) get_experiment_description() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.transport.grpc.director_client.DirectorClient method) get_experiment_status() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.interface.interactive_api.experiment.FLExperiment method) (openfl.transport.grpc.director_client.DirectorClient method) get_experiments_list() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.transport.grpc.director_client.DirectorClient method) get_feature_shape() (openfl.federated.data.DataLoader method) (openfl.federated.data.federated_data.FederatedDataSet method) (openfl.federated.data.loader.DataLoader method) (openfl.federated.data.loader_gandlf.GaNDLFDataLoaderWrapper method) (openfl.federated.data.loader_keras.KerasDataLoader method) (openfl.federated.data.loader_pt.PyTorchDataLoader method) (openfl.federated.data.loader_tf.TensorFlowDataLoader method) get_fx_path() (in module openfl.interface.cli_helper) get_header() (openfl.transport.AggregatorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) get_headers() (in module openfl.protocols.utils) get_help() (openfl.interface.cli.CLI method) get_help_option() (openfl.interface.cli.CLI method) get_help_option_names() (openfl.interface.cli.CLI method) get_infer_loader() (openfl.federated.data.DataLoader method) (openfl.federated.data.federated_data.FederatedDataSet method) (openfl.federated.data.loader.DataLoader method) (openfl.federated.data.loader_gandlf.GaNDLFDataLoaderWrapper method) (openfl.federated.data.loader_keras.KerasDataLoader method) (openfl.federated.data.loader_pt.PyTorchDataLoader method) (openfl.federated.data.loader_tf.TensorFlowDataLoader method) get_label_count() (in module openfl.utilities.data_splitters.numpy) get_last_model() (openfl.interface.interactive_api.experiment.FLExperiment method) (openfl.transport.grpc.director_client.DirectorClient method) get_level_text() (openfl.native.RichHandler method) get_lock() (openfl.utilities.tqdm class method) get_metavar() (openfl.utilities.click_types.FqdnParamType method) (openfl.utilities.click_types.IpAddressParamType method) get_missing_message() (openfl.utilities.click_types.FqdnParamType method) (openfl.utilities.click_types.IpAddressParamType method) get_model() (in module openfl.interface.model) get_next_experiment() (openfl.component.director.experiment.ExperimentsRegistry method) get_numpy_dict_for_tensorkeys() (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) get_plan() (in module openfl.native) (in module openfl.native.native) get_registered_shards() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) get_registered_tasks() (openfl.interface.interactive_api.experiment.TaskKeeper method) get_required_tensorkeys_for_function() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.task_runner.CoreTaskRunner method) (openfl.federated.task.TaskRunner method) get_serializer_plugin() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) get_server() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) (openfl.transport.AggregatorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) get_shard_registry() (openfl.interface.interactive_api.federation.Federation method) get_short_help_str() (openfl.interface.cli.CLI method) get_straggler_handling_policy() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) get_style() (openfl.native.Console method) get_system_and_architecture() (in module openfl.utilities.ca.downloader) get_task_runner() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) get_tasks() (openfl.component.aggregator.Aggregator method) (openfl.component.aggregator.aggregator.Aggregator method) (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method)

get_tasks_for_collaborator() (openfl.component.assigner.Assigner method) (openfl.component.assigner.assigner.Assigner method) (openfl.component.assigner.custom_assigner.Assigner method) (openfl.component.assigner.random_grouped_assigner.RandomGroupedAssigner method) (openfl.component.assigner.RandomGroupedAssigner method) (openfl.component.assigner.static_grouped_assigner.StaticGroupedAssigner method) (openfl.component.assigner.StaticGroupedAssigner method) get_templates() (in module openfl.interface.workspace) get_tensor_dict() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.task_runner.CoreTaskRunner method) (openfl.federated.task.TaskRunner method) get_tensor_from_cache() (openfl.databases.tensor_db.TensorDB method) (openfl.databases.TensorDB method) get_tensor_pipe() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) get_token() (in module openfl.utilities.ca.ca) get_train_data_size() (openfl.federated.data.DataLoader method) (openfl.federated.data.federated_data.FederatedDataSet method) (openfl.federated.data.loader.DataLoader method) (openfl.federated.data.loader_gandlf.GaNDLFDataLoaderWrapper method) (openfl.federated.data.loader_keras.KerasDataLoader method) (openfl.federated.data.loader_pt.PyTorchDataLoader method) (openfl.federated.data.loader_tf.TensorFlowDataLoader method) (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.task_runner.CoreTaskRunner method) (openfl.federated.task.TaskRunner method) (openfl.interface.interactive_api.experiment.DataInterface method) get_train_loader() (openfl.federated.data.DataLoader method) (openfl.federated.data.federated_data.FederatedDataSet method) (openfl.federated.data.loader.DataLoader method) (openfl.federated.data.loader_gandlf.GaNDLFDataLoaderWrapper method) (openfl.federated.data.loader_keras.KerasDataLoader method) (openfl.federated.data.loader_pt.PyTorchDataLoader method) (openfl.federated.data.loader_tf.TensorFlowDataLoader method) (openfl.interface.interactive_api.experiment.DataInterface method) get_trained_model() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) get_usage() (openfl.interface.cli.CLI method) get_user_experiments() (openfl.component.director.experiment.ExperimentsRegistry method) get_valid_data_size() (openfl.federated.data.DataLoader method) (openfl.federated.data.federated_data.FederatedDataSet method) (openfl.federated.data.loader.DataLoader method) (openfl.federated.data.loader_gandlf.GaNDLFDataLoaderWrapper method) (openfl.federated.data.loader_keras.KerasDataLoader method) (openfl.federated.data.loader_pt.PyTorchDataLoader method) (openfl.federated.data.loader_tf.TensorFlowDataLoader method) (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.task_runner.CoreTaskRunner method) (openfl.federated.task.TaskRunner method) (openfl.interface.interactive_api.experiment.DataInterface method) get_valid_loader() (openfl.federated.data.DataLoader method) (openfl.federated.data.federated_data.FederatedDataSet method) (openfl.federated.data.loader.DataLoader method) (openfl.federated.data.loader_gandlf.GaNDLFDataLoaderWrapper method) (openfl.federated.data.loader_keras.KerasDataLoader method) (openfl.federated.data.loader_pt.PyTorchDataLoader method) (openfl.federated.data.loader_tf.TensorFlowDataLoader method) (openfl.interface.interactive_api.experiment.DataInterface method) get_workspace_parameter() (in module openfl.interface.cli_helper) get_writer() (in module openfl.utilities.logs) GetAggregatedTensor() (openfl.protocols.aggregator_pb2_grpc.AggregatorServicer method) (openfl.transport.AggregatorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) GetAggregatedTensorRequest (class in openfl.protocols.aggregator_pb2) GetAggregatedTensorResponse (class in openfl.protocols.aggregator_pb2) GetDatasetInfo() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) GetDatasetInfoRequest (class in openfl.protocols.director_pb2) GetDatasetInfoResponse (class in openfl.protocols.director_pb2) GetEnvoys() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) GetEnvoysRequest (class in openfl.protocols.director_pb2) GetEnvoysResponse (class in openfl.protocols.director_pb2) GetExperimentData() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) GetExperimentDataRequest (class in openfl.protocols.director_pb2) GetExperimentDescription() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.aggregator_pb2_grpc.AggregatorServicer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) GetExperimentDescriptionRequest (class in openfl.protocols.aggregator_pb2) (class in openfl.protocols.director_pb2) GetExperimentDescriptionResponse (class in openfl.protocols.aggregator_pb2) (class in openfl.protocols.director_pb2) GetExperimentsList() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) GetExperimentsListRequest (class in openfl.protocols.director_pb2) GetExperimentsListResponse (class in openfl.protocols.director_pb2) GetExperimentStatus() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) GetExperimentStatusRequest (class in openfl.protocols.director_pb2) GetExperimentStatusResponse (class in openfl.protocols.director_pb2) getfqdn() (in module openfl.utilities) getfqdn_env() (in module openfl.utilities) (in module openfl.utilities.utils) getLogger() (in module openfl.interface.experimental) (in module openfl.interface.tutorial) (in module openfl.native) GetMetricStream() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.aggregator_pb2_grpc.AggregatorServicer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) GetMetricStreamRequest (class in openfl.protocols.aggregator_pb2) (class in openfl.protocols.director_pb2) GetMetricStreamResponse (class in openfl.protocols.aggregator_pb2) (class in openfl.protocols.director_pb2) getName() (openfl.utilities.fed_timer.CustomThread method) GetTasks() (openfl.protocols.aggregator_pb2_grpc.AggregatorServicer method) (openfl.transport.AggregatorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) GetTasksRequest (class in openfl.protocols.aggregator_pb2) GetTasksResponse (class in openfl.protocols.aggregator_pb2) GetTrainedModel() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.aggregator_pb2_grpc.AggregatorServicer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) GetTrainedModelRequest (class in openfl.protocols.aggregator_pb2) (class in openfl.protocols.director_pb2) glob() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) group() (in module openfl.interface.director) (in module openfl.interface.experimental) (in module openfl.interface.tutorial) (openfl.interface.cli.CLI method) (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) group_class (openfl.interface.cli.CLI attribute) GZIPTransformer (class in openfl.pipelines.kc_pipeline) (class in openfl.pipelines.skc_pipeline) (class in openfl.pipelines.stc_pipeline)

H

hardlink_to() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) HasExtension() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) HasField() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method)

hash (openfl.federated.plan.Plan property) (openfl.federated.plan.plan.Plan property) (openfl.native.Plan property) headers_adder() (in module openfl.protocols.interceptors) height (openfl.native.Console property) HIGHLIGHTER_CLASS (openfl.native.RichHandler attribute) home() (openfl.interface.director.Path class method) (openfl.interface.experimental.Path class method) (openfl.native.Path class method) human_readable_name (openfl.utilities.click_types.InputSpec property)

I

ident (openfl.utilities.fed_timer.CustomThread property) ignore_unknown_options (openfl.interface.cli.CLI attribute) import_() (openfl.federated.plan.Plan static method) (openfl.federated.plan.plan.Plan static method) (openfl.native.Plan static method) index() (openfl.utilities.types.LocalTensor method) (openfl.utilities.types.Metric method) (openfl.utilities.types.TaskResultKey method) (openfl.utilities.types.TensorKey method) init() (in module openfl.native) (in module openfl.native.native) initialize_data_loader() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) initialize_globals() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.TaskRunner method) initialize_tensorkeys_for_functions() (openfl.federated.task.task_runner.CoreTaskRunner method) input() (openfl.native.Console method) InputSpec (class in openfl.utilities.click_types) install() (in module openfl.utilities.ca.ca) interactive_api_get_server() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) intercept_stream_unary() (openfl.transport.grpc.aggregator_client.RetryOnRpcErrorClientInterceptor method) intercept_unary_unary() (openfl.transport.grpc.aggregator_client.RetryOnRpcErrorClientInterceptor method) IntRange (class in openfl.interface.tutorial) invoke() (openfl.interface.cli.CLI method) IpAddressParamType (class in openfl.utilities.click_types) is_alive() (openfl.utilities.fed_timer.CustomThread method) is_alt_screen (openfl.native.Console property) is_api_adress() (in module openfl.utilities) (in module openfl.utilities.utils) is_block_device() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) is_char_device() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) is_dir() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) is_directory_traversal() (in module openfl.interface.director) (in module openfl.interface.workspace) (in module openfl.utilities.path_check) is_dumb_terminal (openfl.native.Console property) is_fifo() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) is_file() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) is_fqdn() (in module openfl.utilities) (in module openfl.utilities.utils) is_lossy() (openfl.pipelines.kc_pipeline.KCPipeline method) (openfl.pipelines.no_compression_pipeline.NoCompressionPipeline method) (openfl.pipelines.pipeline.TransformationPipeline method) (openfl.pipelines.random_shift_pipeline.RandomShiftPipeline method) (openfl.pipelines.skc_pipeline.SKCPipeline method) (openfl.pipelines.stc_pipeline.STCPipeline method) is_mount() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) is_socket() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method)

is_symlink() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) is_terminal (openfl.native.Console property) isDaemon() (openfl.utilities.fed_timer.CustomThread method) IsInitialized() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) iterdir() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method)

J

join() (openfl.utilities.fed_timer.CustomThread method)

K

KCPipeline (class in openfl.pipelines) (class in openfl.pipelines.kc_pipeline) KerasDataLoader (class in openfl.federated.data.loader_keras)

keywords (openfl.utilities.partial attribute) KmeansTransformer (class in openfl.pipelines.kc_pipeline) (class in openfl.pipelines.skc_pipeline)

L

lchmod() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) line() (openfl.native.Console method) link_to() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) list_commands() (openfl.interface.cli.CLI method) ListFields() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method)

load() (openfl.federated.plan.Plan static method) (openfl.federated.plan.plan.Plan static method) (openfl.native.Plan static method) load_native() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.TaskRunner method) load_proto() (in module openfl.protocols.utils) LocalTensor (class in openfl.utilities) (class in openfl.utilities.types) log() (openfl.native.Console method) LogNormalNumPyDataSplitter (class in openfl.utilities.data_splitters) (class in openfl.utilities.data_splitters.numpy) lstat() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method)

M

main() (openfl.interface.cli.CLI method) make_context() (openfl.interface.cli.CLI method) make_parser() (openfl.interface.cli.CLI method) measure() (openfl.native.Console method) Median (class in openfl.interface.aggregation_functions) (class in openfl.interface.aggregation_functions.median) merge_configs() (in module openfl.interface.director) (in module openfl.utilities) (in module openfl.utilities.utils) MergeFrom() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) MergeFromString() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method)

MessageHeader (class in openfl.protocols.aggregator_pb2) MetadataProto (class in openfl.protocols.base_pb2) MetadataProto.IntToFloatEntry (class in openfl.protocols.base_pb2) Metric (class in openfl.utilities) (class in openfl.utilities.types) mkdir() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) MockDataLoader (class in openfl.utilities.mocks) model_proto_to_bytes_and_metadata() (in module openfl.protocols.utils) ModelInterface (class in openfl.interface.interactive_api.experiment) ModelProto (class in openfl.protocols.base_pb2) ModelStatus (class in openfl.interface.interactive_api.experiment) module openfl.component.aggregator openfl.component.assigner openfl.component.collaborator openfl.component.director openfl.component.envoy openfl.component.straggler_handling_functions openfl.cryptography.ca openfl.cryptography.io openfl.cryptography.participant openfl.databases openfl.databases.utilities openfl.databases.utilities.dataframe openfl.federated.data openfl.federated.plan openfl.federated.task openfl.interface openfl.interface.aggregation_functions openfl.interface.aggregation_functions.core openfl.interface.aggregation_functions.experimental openfl.interface.director openfl.interface.experimental openfl.interface.interactive_api openfl.interface.tutorial openfl.native openfl.pipelines openfl.plugins openfl.protocols openfl.protocols.base_pb2_grpc openfl.transport openfl.transport.grpc.grpc_channel_options openfl.utilities openfl.utilities.ca openfl.utilities.data_splitters openfl.utilities.fedcurv openfl.utilities.optimizers openfl.utilities.optimizers.keras openfl.utilities.optimizers.numpy openfl.utilities.optimizers.torch mro() (openfl.utilities.types.SingletonABCMeta method)

N

name (openfl.interface.cli.CLI attribute) (openfl.interface.tutorial.IntRange attribute) (openfl.utilities.click_types.FqdnParamType attribute) (openfl.utilities.click_types.IpAddressParamType attribute) (openfl.utilities.fed_timer.CustomThread property) (openfl.utilities.Metric attribute) (openfl.utilities.types.Metric attribute) named_tensor_to_nparray() (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) NamedTensor (class in openfl.protocols.base_pb2) namedtuple() (in module openfl.utilities) native_id (openfl.utilities.fed_timer.CustomThread property)

NoCompressionPipeline (class in openfl.pipelines) (class in openfl.pipelines.no_compression_pipeline) NodeInfo (class in openfl.protocols.director_pb2) nparray_to_named_tensor() (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) NumPyAdagrad (class in openfl.utilities.optimizers.numpy) (class in openfl.utilities.optimizers.numpy.adagrad_optimizer) NumPyAdam (class in openfl.utilities.optimizers.numpy) (class in openfl.utilities.optimizers.numpy.adam_optimizer) NumPyDataSplitter (class in openfl.utilities.data_splitters) (class in openfl.utilities.data_splitters.numpy) NumPyYogi (class in openfl.utilities.optimizers.numpy) (class in openfl.utilities.optimizers.numpy.yogi_optimizer)

O

on_broken_pipe() (openfl.native.Console method) one_hot() (in module openfl.utilities.data_splitters.numpy) open() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) openfl.component.aggregator module openfl.component.assigner module openfl.component.collaborator module openfl.component.director module openfl.component.envoy module openfl.component.straggler_handling_functions module openfl.cryptography.ca module openfl.cryptography.io module openfl.cryptography.participant module openfl.databases module openfl.databases.utilities module openfl.databases.utilities.dataframe module openfl.federated.data module openfl.federated.plan module openfl.federated.task module openfl.interface module openfl.interface.aggregation_functions module openfl.interface.aggregation_functions.core module openfl.interface.aggregation_functions.experimental module openfl.interface.director module openfl.interface.experimental module

openfl.interface.interactive_api module openfl.interface.tutorial module openfl.native module openfl.pipelines module openfl.plugins module openfl.protocols module openfl.protocols.base_pb2_grpc module openfl.transport module openfl.transport.grpc.grpc_channel_options module openfl.utilities module openfl.utilities.ca module openfl.utilities.data_splitters module openfl.utilities.fedcurv module openfl.utilities.optimizers module openfl.utilities.optimizers.keras module openfl.utilities.optimizers.numpy module openfl.utilities.optimizers.torch module Optimizer (class in openfl.utilities.optimizers.numpy.base_optimizer) option() (in module openfl.interface.director) (in module openfl.interface.tutorial) options (openfl.native.Console property) OptTreatment (class in openfl.component.collaborator.collaborator) origin (openfl.utilities.TensorKey attribute) (openfl.utilities.types.TensorKey attribute) out() (openfl.native.Console method) owner (openfl.utilities.TaskResultKey attribute) (openfl.utilities.types.TaskResultKey attribute) owner() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method)

P

pager() (openfl.native.Console method) pandas() (openfl.utilities.tqdm class method) params (openfl.interface.cli.CLI attribute) parse() (openfl.federated.plan.Plan static method) (openfl.federated.plan.plan.Plan static method) (openfl.native.Plan static method) parse_args() (openfl.interface.cli.CLI method) ParseFromString() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method)

partial (class in openfl.utilities) pass_context() (in module openfl.interface.director) (in module openfl.interface.experimental) (in module openfl.interface.tutorial) Path (class in openfl.interface.director) (class in openfl.interface.experimental) (class in openfl.native) pending_experiments (openfl.component.director.experiment.ExperimentsRegistry property) PercentageBasedStragglerHandling (class in openfl.component.straggler_handling_functions) (class in openfl.component.straggler_handling_functions.percentage_based_straggler_handling) Plan (class in openfl.federated.plan) (class in openfl.federated.plan.plan) (class in openfl.native) pop_render_hook() (openfl.native.Console method) pop_theme() (openfl.native.Console method) prepare_workspace_distribution() (openfl.interface.interactive_api.experiment.FLExperiment method) PrepareTask (class in openfl.utilities.fed_timer) pretty() (in module openfl.interface.cli_helper) print() (openfl.native.Console method) print_exception() (openfl.native.Console method) print_json() (openfl.native.Console method) print_tree() (in module openfl.interface.cli_helper) PrivilegedAggregationFunction (class in openfl.interface.aggregation_functions.experimental) (class in openfl.interface.aggregation_functions.experimental.privileged_aggregation) prompt_for_value() (openfl.utilities.click_types.InputSpec method) proto_to_datastream() (in module openfl.protocols.utils) provide_model() (openfl.interface.interactive_api.experiment.ModelInterface method) provide_optimizer() (openfl.interface.interactive_api.experiment.ModelInterface method) push_render_hook() (openfl.native.Console method) push_theme() (openfl.native.Console method) PyTorchDataLoader (class in openfl.federated.data.loader_pt)

R

RandomGroupedAssigner (class in openfl.component.assigner) (class in openfl.component.assigner.random_grouped_assigner) RandomNumPyDataSplitter (class in openfl.utilities.data_splitters) (class in openfl.utilities.data_splitters.numpy) RandomShiftPipeline (class in openfl.pipelines) (class in openfl.pipelines.random_shift_pipeline) RandomShiftTransformer (class in openfl.pipelines.random_shift_pipeline) read_bytes() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) read_text() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) readlink() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) rebuild_model() (openfl.federated.task.task_runner.CoreTaskRunner method) reconnect() (openfl.transport.AggregatorGRPCClient method) (openfl.transport.grpc.aggregator_client.AggregatorGRPCClient method) refresh() (openfl.utilities.tqdm method) register() (openfl.utilities.ABCMeta method) (openfl.utilities.types.SingletonABCMeta method) register_collaborator() (in module openfl.interface.collaborator) register_data_path() (in module openfl.interface.collaborator) register_fl_task() (openfl.interface.interactive_api.experiment.TaskKeeper method) remove() (openfl.component.director.experiment.ExperimentsRegistry method) remove_ca() (in module openfl.utilities.ca.ca) remove_experiment_data() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.interface.interactive_api.experiment.FLExperiment method) (openfl.transport.grpc.director_client.DirectorClient method) remove_line_from_file() (in module openfl.interface.cli_helper) remove_workspace_archive() (openfl.interface.interactive_api.experiment.FLExperiment method) RemoveExperimentData() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) RemoveExperimentRequest (class in openfl.protocols.director_pb2) RemoveExperimentResponse (class in openfl.protocols.director_pb2) rename() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) render() (openfl.native.Console method) (openfl.native.RichHandler method) render_lines() (openfl.native.Console method) render_message() (openfl.native.RichHandler method) render_str() (openfl.native.Console method) replace() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) replace_line_in_file() (in module openfl.interface.cli_helper) report (openfl.utilities.TensorKey attribute) (openfl.utilities.types.TensorKey attribute)

report_shard_info() (openfl.transport.grpc.director_client.ShardDirectorClient method) reset() (openfl.utilities.tqdm method) reset_opt_vars() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.task_runner.CoreTaskRunner method) (openfl.federated.task.TaskRunner method) reset_policy_for_round() (openfl.component.straggler_handling_functions.cutoff_time_based_straggler_handling.CutoffTimeBasedStragglerHandling method) (openfl.component.straggler_handling_functions.CutoffTimeBasedStragglerHandling method) (openfl.component.straggler_handling_functions.percentage_based_straggler_handling.PercentageBasedStragglerHandling method) (openfl.component.straggler_handling_functions.PercentageBasedStragglerHandling method) (openfl.component.straggler_handling_functions.straggler_handling_function.StragglerHandlingPolicy method) (openfl.component.straggler_handling_functions.StragglerHandlingPolicy method) resolve() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) (openfl.native.Plan method) restore_experiment_state() (openfl.interface.interactive_api.experiment.FLExperiment method) restore_object() (openfl.federated.plan.Plan method) (openfl.federated.plan.plan.Plan method) (openfl.native.Plan method) result() (openfl.utilities.fed_timer.CustomThread method) result_callback() (openfl.interface.cli.CLI method) RetryOnRpcErrorClientInterceptor (class in openfl.transport.grpc.aggregator_client) review_experiment() (openfl.component.director.experiment.Experiment method) review_plan_callback() (in module openfl.interface.cli) (in module openfl.interface.director) rglob() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) RichHandler (class in openfl.native) rmdir() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) rmtree() (in module openfl.utilities) (in module openfl.utilities.utils) round_number (openfl.utilities.TaskResultKey attribute) (openfl.utilities.TensorKey attribute) (openfl.utilities.types.TaskResultKey attribute) (openfl.utilities.types.TensorKey attribute) rule() (openfl.native.Console method) run() (in module openfl.interface.pki) (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) (openfl.component.envoy.Envoy method) (openfl.component.envoy.envoy.Envoy method) (openfl.utilities.fed_timer.CustomThread method) run_ca() (in module openfl.utilities.ca.ca) run_experiment() (in module openfl.native) (in module openfl.native.native) run_simulation() (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method)

S

samefile() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) sample_shape (openfl.interface.interactive_api.shard_descriptor.DummyShardDescriptor property) (openfl.interface.interactive_api.shard_descriptor.ShardDescriptor property) save_html() (openfl.native.Console method) save_native() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.TaskRunner method) save_svg() (openfl.native.Console method) save_text() (openfl.native.Console method) screen() (openfl.native.Console method) send_health_check() (openfl.component.envoy.Envoy method) (openfl.component.envoy.envoy.Envoy method) (openfl.transport.grpc.director_client.ShardDirectorClient method) send_local_task_results() (openfl.component.aggregator.Aggregator method) (openfl.component.aggregator.aggregator.Aggregator method) send_task_results() (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) SendLocalTaskResults() (openfl.protocols.aggregator_pb2_grpc.AggregatorServicer method) (openfl.transport.AggregatorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) SendLocalTaskResultsResponse (class in openfl.protocols.aggregator_pb2) SerializePartialToString() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) SerializeToString() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) serve() (openfl.transport.AggregatorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method) set_aggregation_function() (openfl.interface.interactive_api.experiment.TaskKeeper method) set_alt_screen() (openfl.native.Console method) set_available_devices() (openfl.component.collaborator.Collaborator method) (openfl.component.collaborator.collaborator.Collaborator method) set_data_loader() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.task_runner.CoreTaskRunner method) (openfl.federated.task.TaskRunner method) set_dataloaders() (openfl.federated.data.loader_gandlf.GaNDLFDataLoaderWrapper method) set_description() (openfl.utilities.tqdm method) set_description_str() (openfl.utilities.tqdm method) set_directory() (in module openfl.utilities.workspace) set_experiment_failed() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.transport.grpc.director_client.ShardDirectorClient method) set_framework_adapter() (openfl.federated.task.task_runner.CoreTaskRunner method) set_live() (openfl.native.Console method) set_lock() (openfl.utilities.tqdm class method) set_logger() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.task_runner.CoreTaskRunner method) (openfl.federated.task.TaskRunner method) set_lossless_pipeline() (openfl.pipelines.tensor_codec.TensorCodec method) (openfl.pipelines.TensorCodec method) set_model_provider() (openfl.federated.task.task_runner.CoreTaskRunner method) set_new_experiment() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.transport.grpc.director_client.DirectorClient method) set_optimizer_treatment() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.task_runner.CoreTaskRunner method) (openfl.federated.task.TaskRunner method) set_postfix() (openfl.utilities.tqdm method) set_postfix_str() (openfl.utilities.tqdm method) set_task_provider() (openfl.federated.task.task_runner.CoreTaskRunner method) set_tensor_dict() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.task_runner.CoreTaskRunner method) (openfl.federated.task.TaskRunner method)

set_window_title() (openfl.native.Console method) setDaemon() (openfl.utilities.fed_timer.CustomThread method) SetExperimentFailed() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) SetExperimentFailedRequest (class in openfl.protocols.director_pb2) SetExperimentFailedResponse (class in openfl.protocols.director_pb2) SetInParent() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method) setName() (openfl.utilities.fed_timer.CustomThread method) SetNewExperiment() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) SetNewExperimentResponse (class in openfl.protocols.director_pb2) setup() (openfl.federated.task.fl_model.FederatedModel method) setup_loggers() (in module openfl.utilities.logs) setup_logging() (in module openfl.interface.cli) (in module openfl.native) (in module openfl.native.native) setup_plan() (in module openfl.native) (in module openfl.native.native) shard_descriptor (openfl.interface.interactive_api.experiment.DataInterface property) shard_descriptor_from_config() (in module openfl.interface.envoy) ShardDataset (class in openfl.interface.interactive_api.shard_descriptor) ShardDescriptor (class in openfl.interface.interactive_api.shard_descriptor) ShardDirectorClient (class in openfl.transport.grpc.director_client) ShardInfo (class in openfl.protocols.director_pb2) ShardNotFoundError, [1] shell_complete() (openfl.interface.cli.CLI method) (openfl.utilities.click_types.FqdnParamType method) (openfl.utilities.click_types.InputSpec method) (openfl.utilities.click_types.IpAddressParamType method) show_cursor() (openfl.native.Console method) show_header() (in module openfl.interface.cli) simplefilter() (in module openfl.federated.data) (in module openfl.federated.task) SingletonABCMeta (class in openfl.utilities) (class in openfl.utilities.types) size (openfl.native.Console property) SKCPipeline (class in openfl.pipelines) (class in openfl.pipelines.skc_pipeline) sleep() (openfl.transport.grpc.aggregator_client.ConstantBackoff method) SparsityTransformer (class in openfl.pipelines.skc_pipeline) (class in openfl.pipelines.stc_pipeline) split() (openfl.federated.data.federated_data.FederatedDataSet method) (openfl.utilities.data_splitters.data_splitter.DataSplitter method) (openfl.utilities.data_splitters.DataSplitter method) (openfl.utilities.data_splitters.DirichletNumPyDataSplitter method) (openfl.utilities.data_splitters.EqualNumPyDataSplitter method) (openfl.utilities.data_splitters.LogNormalNumPyDataSplitter method) (openfl.utilities.data_splitters.numpy.DirichletNumPyDataSplitter method) (openfl.utilities.data_splitters.numpy.EqualNumPyDataSplitter method) (openfl.utilities.data_splitters.numpy.LogNormalNumPyDataSplitter method) (openfl.utilities.data_splitters.numpy.NumPyDataSplitter method) (openfl.utilities.data_splitters.numpy.RandomNumPyDataSplitter method) (openfl.utilities.data_splitters.NumPyDataSplitter method) (openfl.utilities.data_splitters.RandomNumPyDataSplitter method) split_envvar_value() (openfl.utilities.click_types.FqdnParamType method) (openfl.utilities.click_types.IpAddressParamType method) split_tensor_dict_by_types() (in module openfl.utilities.split) split_tensor_dict_for_holdouts() (in module openfl.native) (in module openfl.utilities.split) split_tensor_dict_into_floats_and_non_floats() (in module openfl.utilities.split) start() (openfl.component.director.experiment.Experiment method) (openfl.component.envoy.Envoy method) (openfl.component.envoy.envoy.Envoy method) (openfl.interface.director.DirectorGRPCServer method) (openfl.interface.interactive_api.experiment.FLExperiment method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) (openfl.utilities.fed_timer.CustomThread method) start_experiment_execution_loop() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) start_policy() (openfl.component.straggler_handling_functions.cutoff_time_based_straggler_handling.CutoffTimeBasedStragglerHandling method) (openfl.component.straggler_handling_functions.CutoffTimeBasedStragglerHandling method) (openfl.component.straggler_handling_functions.percentage_based_straggler_handling.PercentageBasedStragglerHandling method) (openfl.component.straggler_handling_functions.PercentageBasedStragglerHandling method) (openfl.component.straggler_handling_functions.straggler_handling_function.StragglerHandlingPolicy method) (openfl.component.straggler_handling_functions.StragglerHandlingPolicy method) stat() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) StaticGroupedAssigner (class in openfl.component.assigner) (class in openfl.component.assigner.static_grouped_assigner) Status (class in openfl.component.director.experiment) status() (openfl.native.Console method) status_printer() (openfl.utilities.tqdm static method) STCPipeline (class in openfl.pipelines) (class in openfl.pipelines.stc_pipeline) step() (openfl.utilities.optimizers.numpy.adagrad_optimizer.NumPyAdagrad method) (openfl.utilities.optimizers.numpy.adam_optimizer.NumPyAdam method) (openfl.utilities.optimizers.numpy.base_optimizer.Optimizer method) (openfl.utilities.optimizers.numpy.NumPyAdagrad method) (openfl.utilities.optimizers.numpy.NumPyAdam method) (openfl.utilities.optimizers.numpy.NumPyYogi method) (openfl.utilities.optimizers.numpy.yogi_optimizer.NumPyYogi method) stop() (openfl.component.aggregator.Aggregator method) (openfl.component.aggregator.aggregator.Aggregator method) straggler_cutoff_check() (openfl.component.straggler_handling_functions.cutoff_time_based_straggler_handling.CutoffTimeBasedStragglerHandling method) (openfl.component.straggler_handling_functions.CutoffTimeBasedStragglerHandling method) (openfl.component.straggler_handling_functions.percentage_based_straggler_handling.PercentageBasedStragglerHandling method) (openfl.component.straggler_handling_functions.PercentageBasedStragglerHandling method) (openfl.component.straggler_handling_functions.straggler_handling_function.StragglerHandlingPolicy method) (openfl.component.straggler_handling_functions.StragglerHandlingPolicy method) StragglerHandlingPolicy (class in openfl.component.straggler_handling_functions) (class in openfl.component.straggler_handling_functions.straggler_handling_function) stream_metrics() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.interface.interactive_api.experiment.FLExperiment method) (openfl.transport.grpc.director_client.DirectorClient method) switch_plan() (in module openfl.interface.plan) symlink_to() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) sync_execute() (openfl.utilities.fed_timer.PrepareTask method) SyncAsyncTaskDecoFactory (class in openfl.utilities.fed_timer)

T

tags (openfl.utilities.TensorKey attribute) (openfl.utilities.types.TensorKey attribute) target_shape (openfl.interface.interactive_api.shard_descriptor.DummyShardDescriptor property) (openfl.interface.interactive_api.shard_descriptor.ShardDescriptor property) Task (class in openfl.component.assigner.tasks) (class in openfl.protocols.aggregator_pb2) task_name (openfl.utilities.TaskResultKey attribute) (openfl.utilities.types.TaskResultKey attribute) TaskDescription (class in openfl.protocols.base_pb2) TaskInterface (in module openfl.interface.interactive_api.experiment) TaskKeeper (class in openfl.interface.interactive_api.experiment) TaskResultKey (class in openfl.utilities) (class in openfl.utilities.types) TaskResults (class in openfl.protocols.aggregator_pb2) TaskRunner (class in openfl.federated.task) (class in openfl.federated.task.runner) tensor (openfl.utilities.LocalTensor attribute) (openfl.utilities.types.LocalTensor attribute) tensor_name (openfl.utilities.TensorKey attribute) (openfl.utilities.types.TensorKey attribute) TensorCodec (class in openfl.pipelines) (class in openfl.pipelines.tensor_codec) TensorDB (class in openfl.databases) (class in openfl.databases.tensor_db)

TensorFlowDataLoader (class in openfl.federated.data.loader_tf) TensorKey (class in openfl.utilities) (class in openfl.utilities.types) TernaryTransformer (class in openfl.pipelines.stc_pipeline) to_info_dict() (openfl.interface.cli.CLI method) (openfl.utilities.click_types.FqdnParamType method) (openfl.utilities.click_types.InputSpec method) (openfl.utilities.click_types.IpAddressParamType method) touch() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) tqdm (class in openfl.utilities) tqdm_report_hook() (in module openfl.utilities) (in module openfl.utilities.utils) train_batches() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.TaskRunner method) TrainedModelResponse (class in openfl.protocols.aggregator_pb2) (class in openfl.protocols.director_pb2) TrainTask (class in openfl.component.assigner.tasks) TransformationPipeline (class in openfl.pipelines.pipeline) Transformer (class in openfl.pipelines.pipeline) tree() (in module openfl.interface.cli_helper) type_cast_value() (openfl.utilities.click_types.InputSpec method)

U

unflatten() (in module openfl.native) (in module openfl.native.native) UnknownFields() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method)

unlink() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) unpause() (openfl.utilities.tqdm method) update() (openfl.utilities.tqdm method) update_envoy_status() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) update_plan() (in module openfl.native) (in module openfl.native.native) update_screen() (openfl.native.Console method) update_screen_lines() (openfl.native.Console method) UpdateEnvoyStatus() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) UpdateEnvoyStatusRequest (class in openfl.protocols.director_pb2) UpdateEnvoyStatusResponse (class in openfl.protocols.director_pb2) UpdateShardInfo() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) UpdateShardInfoRequest (class in openfl.protocols.director_pb2) UpdateShardInfoResponse (class in openfl.protocols.director_pb2) use_theme() (openfl.native.Console method)

V

valid_collaborator_cn_and_id() (openfl.component.aggregator.Aggregator method) (openfl.component.aggregator.aggregator.Aggregator method) validate() (openfl.federated.task.fl_model.FederatedModel method) (openfl.federated.task.runner.TaskRunner method) (openfl.federated.task.TaskRunner method) (openfl.interface.director.Validator method) validate_collaborator() (openfl.transport.AggregatorGRPCServer method) (openfl.transport.grpc.aggregator_server.AggregatorGRPCServer method)

validate_file_hash() (in module openfl.utilities) (in module openfl.utilities.utils) validate_response() (openfl.transport.AggregatorGRPCClient method) (openfl.transport.grpc.aggregator_client.AggregatorGRPCClient method) ValidateTask (class in openfl.component.assigner.tasks) Validator (class in openfl.interface.director) value (openfl.utilities.Metric attribute) (openfl.utilities.types.Metric attribute)

W

wait_experiment() (openfl.component.director.Director method) (openfl.component.director.director.Director method) (openfl.interface.director.Director method) (openfl.transport.grpc.director_client.ShardDirectorClient method) WaitExperiment() (openfl.interface.director.DirectorGRPCServer method) (openfl.protocols.director_pb2_grpc.DirectorServicer method) (openfl.transport.DirectorGRPCServer method) (openfl.transport.grpc.director_server.DirectorGRPCServer method) WaitExperimentRequest (class in openfl.protocols.director_pb2) WaitExperimentResponse (class in openfl.protocols.director_pb2) weight (openfl.utilities.LocalTensor attribute) (openfl.utilities.types.LocalTensor attribute) weighted_average() (in module openfl.interface.aggregation_functions.weighted_average) WeightedAverage (class in openfl.interface.aggregation_functions) (class in openfl.interface.aggregation_functions.weighted_average) WhichOneof() (openfl.protocols.aggregator_pb2.GetAggregatedTensorRequest method) (openfl.protocols.aggregator_pb2.GetAggregatedTensorResponse method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.aggregator_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.aggregator_pb2.GetMetricStreamRequest method) (openfl.protocols.aggregator_pb2.GetMetricStreamResponse method) (openfl.protocols.aggregator_pb2.GetTasksRequest method) (openfl.protocols.aggregator_pb2.GetTasksResponse method) (openfl.protocols.aggregator_pb2.GetTrainedModelRequest method) (openfl.protocols.aggregator_pb2.MessageHeader method) (openfl.protocols.aggregator_pb2.SendLocalTaskResultsResponse method) (openfl.protocols.aggregator_pb2.Task method) (openfl.protocols.aggregator_pb2.TaskResults method) (openfl.protocols.aggregator_pb2.TrainedModelResponse method) (openfl.protocols.base_pb2.CollaboratorDescription method) (openfl.protocols.base_pb2.DataStream method) (openfl.protocols.base_pb2.DownloadStatus method) (openfl.protocols.base_pb2.DownloadStatuses method) (openfl.protocols.base_pb2.ExperimentDescription method) (openfl.protocols.base_pb2.MetadataProto method) (openfl.protocols.base_pb2.MetadataProto.IntToFloatEntry method) (openfl.protocols.base_pb2.ModelProto method) (openfl.protocols.base_pb2.NamedTensor method) (openfl.protocols.base_pb2.TaskDescription method) (openfl.protocols.director_pb2.CudaDeviceInfo method) (openfl.protocols.director_pb2.EnvoyInfo method) (openfl.protocols.director_pb2.ExperimentData method) (openfl.protocols.director_pb2.ExperimentInfo method) (openfl.protocols.director_pb2.ExperimentListItem method) (openfl.protocols.director_pb2.GetDatasetInfoRequest method) (openfl.protocols.director_pb2.GetDatasetInfoResponse method) (openfl.protocols.director_pb2.GetEnvoysRequest method) (openfl.protocols.director_pb2.GetEnvoysResponse method) (openfl.protocols.director_pb2.GetExperimentDataRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionRequest method) (openfl.protocols.director_pb2.GetExperimentDescriptionResponse method) (openfl.protocols.director_pb2.GetExperimentsListRequest method) (openfl.protocols.director_pb2.GetExperimentsListResponse method) (openfl.protocols.director_pb2.GetExperimentStatusRequest method) (openfl.protocols.director_pb2.GetExperimentStatusResponse method) (openfl.protocols.director_pb2.GetMetricStreamRequest method) (openfl.protocols.director_pb2.GetMetricStreamResponse method) (openfl.protocols.director_pb2.GetTrainedModelRequest method) (openfl.protocols.director_pb2.NodeInfo method) (openfl.protocols.director_pb2.RemoveExperimentRequest method) (openfl.protocols.director_pb2.RemoveExperimentResponse method) (openfl.protocols.director_pb2.SetExperimentFailedRequest method) (openfl.protocols.director_pb2.SetExperimentFailedResponse method) (openfl.protocols.director_pb2.SetNewExperimentResponse method) (openfl.protocols.director_pb2.ShardInfo method) (openfl.protocols.director_pb2.TrainedModelResponse method) (openfl.protocols.director_pb2.UpdateEnvoyStatusRequest method) (openfl.protocols.director_pb2.UpdateEnvoyStatusResponse method) (openfl.protocols.director_pb2.UpdateShardInfoRequest method) (openfl.protocols.director_pb2.UpdateShardInfoResponse method) (openfl.protocols.director_pb2.WaitExperimentRequest method) (openfl.protocols.director_pb2.WaitExperimentResponse method)

width (openfl.native.Console property) wrapattr() (openfl.utilities.tqdm class method) wrapper() (openfl.utilities.fed_timer.fedtiming method) (openfl.utilities.fed_timer.SyncAsyncTaskDecoFactory method) write() (openfl.utilities.tqdm class method) write_bytes() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method) write_metric() (in module openfl.utilities.logs) write_tensorboard_metric() (openfl.interface.interactive_api.experiment.FLExperiment method) write_text() (openfl.interface.director.Path method) (openfl.interface.experimental.Path method) (openfl.native.Path method)

Y

YogiAdaptiveAggregation (class in openfl.interface.aggregation_functions) (class in openfl.interface.aggregation_functions.yogi_adaptive_aggregation)