Index

_

__track_and_check_best() (federatedscope.core.monitors.EarlyStopper method) __track_and_check_dummy() (federatedscope.core.monitors.EarlyStopper method) _check_and_parse() (federatedscope.core.monitors.MetricCalculator method) _evaluate() (federatedscope.autotune.algos.ModelFreeBase method) (federatedscope.autotune.algos.Scheduler method) _generate_next_population() (federatedscope.autotune.algos.IterativeScheduler method) (federatedscope.autotune.algos.SuccessiveHalvingAlgo method) _get_client_args() (federatedscope.core.fed_runner.BaseRunner method) (federatedscope.core.fed_runner.DistributedRunner method) (federatedscope.core.fed_runner.StandaloneRunner method) _get_server_args() (federatedscope.core.fed_runner.BaseRunner method) (federatedscope.core.fed_runner.DistributedRunner method) (federatedscope.core.fed_runner.StandaloneRunner method) _handle_msg() (federatedscope.core.fed_runner.FedRunner method) (federatedscope.core.fed_runner.StandaloneRunner method) _hook_on_batch_backward() (federatedscope.core.trainers.GeneralTorchTrainer method) _hook_on_batch_end() (federatedscope.core.trainers.GeneralTFTrainer method) (federatedscope.core.trainers.GeneralTorchTrainer method) (federatedscope.mf.trainer.MFTrainer method) _hook_on_batch_end_gather_loss() (federatedscope.core.trainers.FedEMTrainer method) _hook_on_batch_forward() (federatedscope.core.trainers.GeneralTFTrainer method) (federatedscope.core.trainers.GeneralTorchTrainer method) (federatedscope.gfl.trainer.GraphMiniBatchTrainer method) (federatedscope.gfl.trainer.LinkFullBatchTrainer method) (federatedscope.gfl.trainer.LinkMiniBatchTrainer method) (federatedscope.gfl.trainer.NodeFullBatchTrainer method) (federatedscope.gfl.trainer.NodeMiniBatchTrainer method) (federatedscope.mf.trainer.MFTrainer method) _hook_on_batch_forward_flop_count() (federatedscope.core.trainers.GeneralTorchTrainer method) (federatedscope.gfl.trainer.GraphMiniBatchTrainer method) (federatedscope.gfl.trainer.LinkFullBatchTrainer method) (federatedscope.gfl.trainer.NodeFullBatchTrainer method) (federatedscope.mf.trainer.MFTrainer method) _hook_on_batch_forward_regularizer() (federatedscope.core.trainers.GeneralTorchTrainer method) _hook_on_batch_forward_weighted_loss() (federatedscope.core.trainers.FedEMTrainer method) _hook_on_batch_start_init() (federatedscope.core.trainers.GeneralTFTrainer method) (federatedscope.core.trainers.GeneralTorchTrainer method) _hook_on_batch_start_track_batch_idx() (federatedscope.core.trainers.FedEMTrainer method) _hook_on_epoch_start() (federatedscope.core.trainers.GeneralTFTrainer method) (federatedscope.core.trainers.GeneralTorchTrainer method) (federatedscope.gfl.trainer.NodeMiniBatchTrainer method)

_hook_on_fit_end() (federatedscope.core.trainers.GeneralTFTrainer method) (federatedscope.core.trainers.GeneralTorchTrainer method) (federatedscope.mf.trainer.MFTrainer method) _hook_on_fit_end_ensemble_eval() (federatedscope.core.trainers.FedEMTrainer method) _hook_on_fit_end_flop_count() (federatedscope.core.trainers.FedEMTrainer method) _hook_on_fit_start_calculate_model_size() (federatedscope.core.trainers.GeneralTorchTrainer method) _hook_on_fit_start_flop_count() (federatedscope.core.trainers.FedEMTrainer method) _hook_on_fit_start_init() (federatedscope.core.trainers.GeneralTFTrainer method) (federatedscope.core.trainers.GeneralTorchTrainer method) _hook_on_fit_start_mixture_weights_update() (federatedscope.core.trainers.FedEMTrainer method) _iteration() (federatedscope.autotune.algos.IterativeScheduler method) _merge_and_format_eval_results() (federatedscope.core.workers.Server method) _param_filter() (federatedscope.core.trainers.Trainer method) _perform_federated_aggregation() (federatedscope.core.workers.Server method) _register_default_handlers() (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.BaseServer method) _run_routine() (federatedscope.core.trainers.GeneralMultiModelTrainer method) _run_simulation() (federatedscope.core.fed_runner.StandaloneRunner method) _run_simulation_online() (federatedscope.core.fed_runner.StandaloneRunner method) _set_up() (federatedscope.core.fed_runner.BaseRunner method) (federatedscope.core.fed_runner.DistributedRunner method) (federatedscope.core.fed_runner.StandaloneRunner method) _setup() (federatedscope.autotune.algos.IterativeScheduler method) (federatedscope.autotune.algos.ModelFreeBase method) (federatedscope.autotune.algos.Scheduler method) (federatedscope.autotune.algos.SHAWrapFedex method) (federatedscope.autotune.algos.SuccessiveHalvingAlgo method) _setup_client() (federatedscope.core.fed_runner.BaseRunner method) (federatedscope.core.fed_runner.FedRunner method) _setup_data_related_var_in_ctx() (federatedscope.core.trainers.Trainer method) _setup_for_distributed() (federatedscope.core.fed_runner.FedRunner method) _setup_for_standalone() (federatedscope.core.fed_runner.FedRunner method) _setup_server() (federatedscope.core.fed_runner.BaseRunner method) (federatedscope.core.fed_runner.FedRunner method) _start_new_training_round() (federatedscope.core.workers.Server method) _stop_criterion() (federatedscope.autotune.algos.IterativeScheduler method) (federatedscope.autotune.algos.SuccessiveHalvingAlgo method) _trim_data() (federatedscope.mf.dataloader.MFDataLoader method)

A

add_items_to_best_result() (federatedscope.core.monitors.Monitor method) add_parameter_updates() (federatedscope.attack.privacy_attacks.PassivePropertyInference method) aggregate() (federatedscope.core.aggregators.Aggregator method) (federatedscope.core.aggregators.AsynClientsAvgAggregator method) (federatedscope.core.aggregators.BulyanAggregator method) (federatedscope.core.aggregators.ClientsAvgAggregator method) (federatedscope.core.aggregators.FedOptAggregator method) (federatedscope.core.aggregators.KrumAggregator method) (federatedscope.core.aggregators.MedianAggregator method) (federatedscope.core.aggregators.NoCommunicationAggregator method) (federatedscope.core.aggregators.NormboundingAggregator method) (federatedscope.core.aggregators.OnlineClientsAvgAggregator method) (federatedscope.core.aggregators.ServerClientsInterpolateAggregator method) (federatedscope.core.aggregators.TrimmedmeanAggregator method)

Aggregator (class in federatedscope.core.aggregators) aggregators (federatedscope.core.workers.Server attribute) Analyzer (class in federatedscope.core.splitters.graph) arm2dict() (in module federatedscope.autotune.utils) assert_cfg() (federatedscope.core.configs.CN method) AsynClientsAvgAggregator (class in federatedscope.core.aggregators) attack() (federatedscope.core.data.base_data.StandaloneDataDict method) average_clustering() (federatedscope.core.splitters.graph.Analyzer method)

B

BackdoorServer (class in federatedscope.attack.worker_as_attacker) BaseClient (class in federatedscope.core.workers) BaseDataTranslator (class in federatedscope.core.data.base_translator) BaseRunner (class in federatedscope.core.fed_runner) BaseServer (class in federatedscope.core.workers) BaseSplitter (class in federatedscope.core.splitters) BaseTrainer (class in federatedscope.core.trainers)

BasicMFNet (class in federatedscope.mf.model) best_results (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) broadcast_client_address() (federatedscope.core.workers.Server method) broadcast_model_para() (federatedscope.attack.worker_as_attacker.BackdoorServer method) (federatedscope.core.workers.Server method) BulyanAggregator (class in federatedscope.core.aggregators)

C

calc_model_metric() (federatedscope.core.monitors.Monitor method) callback_funcs_for_address() (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.Client method) callback_funcs_for_assign_id() (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.Client method) callback_funcs_for_converged() (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.Client method) callback_funcs_for_evaluate() (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.Client method) callback_funcs_for_finish() (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.Client method) callback_funcs_for_join_in() (federatedscope.core.workers.BaseServer method) (federatedscope.core.workers.Server method) callback_funcs_for_join_in_info() (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.Client method) callback_funcs_for_metrics() (federatedscope.core.workers.BaseServer method) (federatedscope.core.workers.Server method) callback_funcs_for_model_para() (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.Client method) callback_funcs_model_para() (federatedscope.attack.worker_as_attacker.PassivePIAServer method) (federatedscope.attack.worker_as_attacker.PassiveServer method) (federatedscope.core.workers.BaseServer method) (federatedscope.core.workers.Server method) cfg (federatedscope.core.fed_runner.BaseRunner attribute) (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) (federatedscope.core.workers.Worker attribute) check() (federatedscope.core.fed_runner.BaseRunner method) (federatedscope.core.fed_runner.FedRunner method)

check_and_move_on() (federatedscope.core.workers.Server method) check_and_save() (federatedscope.core.workers.Server method) check_buffer() (federatedscope.core.workers.Server method) check_client_join_in() (federatedscope.core.workers.Server method) check_required_args() (federatedscope.core.configs.CN method) CIKMCUPDataset (class in federatedscope.gfl.dataset) clean_unused_sub_cfgs() (federatedscope.core.configs.CN method) clear_aux_info() (federatedscope.core.configs.CN method) Client (class in federatedscope.core.workers) client (federatedscope.core.fed_runner.BaseRunner attribute) client_cfgs (federatedscope.core.fed_runner.BaseRunner attribute) client_num (federatedscope.core.splitters.BaseSplitter attribute) ClientData (class in federatedscope.core.data.base_data) ClientsAvgAggregator (class in federatedscope.core.aggregators) CN (class in federatedscope.core.configs) comm_manager (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) compress_raw_res_file() (federatedscope.core.monitors.Monitor method) compute() (federatedscope.autotune.hpbandster.MyWorker method) config2cmdargs() (in module federatedscope.autotune.utils) config2str() (in module federatedscope.autotune.utils) Context (class in federatedscope.core.trainers) Continuous (class in federatedscope.autotune.choice_types) convert_data_mode() (in module federatedscope.core.data.utils) convert_size() (federatedscope.core.monitors.Monitor method) ConvNet2 (class in federatedscope.cv.model) ConvNet5 (class in federatedscope.cv.model) create_ardis_poisoned_dataset() (in module federatedscope.attack.auxiliary)

D

data (federatedscope.core.fed_runner.BaseRunner attribute) dataset_ContextualSBM (class in federatedscope.gfl.dataset) DBLPNew (class in federatedscope.gfl.dataset) de_arguments() (federatedscope.core.configs.CN method) discharge_model() (federatedscope.core.trainers.GeneralTorchTrainer method) discount_func() (federatedscope.core.aggregators.AsynClientsAvgAggregator method) Discrete (class in federatedscope.autotune.choice_types) discretize() (in module federatedscope.autotune.choice_types)

DistributedRunner (class in federatedscope.core.fed_runner) DLG (class in federatedscope.attack.privacy_attacks) download() (federatedscope.gfl.dataset.dataset_ContextualSBM method) (federatedscope.gfl.dataset.DBLPNew method) (federatedscope.gfl.dataset.KG method) (federatedscope.gfl.dataset.RecSys method) download_url() (in module federatedscope.core.data.utils) DummyDataTranslator (class in federatedscope.core.data.dummy_translator)

E

early_stopper (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) EarlyStopper (class in federatedscope.core.monitors)

embedding_clip() (in module federatedscope.mf.trainer) eval() (federatedscope.core.monitors.Monitor method) (federatedscope.core.workers.Server method) eval_in_fs() (in module federatedscope.autotune.utils)

F

FedEMTrainer (class in federatedscope.core.trainers) federatedscope.attack.auxiliary module federatedscope.attack.privacy_attacks module federatedscope.attack.trainer module federatedscope.attack.worker_as_attacker module federatedscope.autotune.algos module federatedscope.autotune.choice_types module federatedscope.autotune.hpbandster module federatedscope.autotune.smac module federatedscope.autotune.utils module federatedscope.core.aggregators module federatedscope.core.configs module federatedscope.core.data.base_data module federatedscope.core.data.base_translator module federatedscope.core.data.dummy_translator module federatedscope.core.data.utils module federatedscope.core.fed_runner module federatedscope.core.monitors module federatedscope.core.splitters module federatedscope.core.splitters.generic module federatedscope.core.splitters.graph module federatedscope.core.trainers module federatedscope.core.workers module federatedscope.cv.dataloader module federatedscope.cv.dataset.leaf module federatedscope.cv.dataset.leaf_cv module federatedscope.cv.model module

federatedscope.cv.trainer module federatedscope.gfl.dataloader module federatedscope.gfl.dataset module federatedscope.gfl.model module federatedscope.gfl.trainer module federatedscope.mf.dataloader module federatedscope.mf.dataset module federatedscope.mf.model module federatedscope.mf.trainer module federatedscope.nlp.dataloader module federatedscope.nlp.dataset module federatedscope.nlp.model module federatedscope.nlp.trainer module FedOptAggregator (class in federatedscope.core.aggregators) FedRunner (class in federatedscope.core.fed_runner) FedSage_Plus (class in federatedscope.gfl.model) filter_dict() (in module federatedscope.core.data.utils) finish_fed_runner() (federatedscope.core.monitors.Monitor method) finish_fl() (federatedscope.core.monitors.Monitor method) fl_adj() (federatedscope.core.splitters.graph.Analyzer method) fl_data() (federatedscope.core.splitters.graph.Analyzer method) format_eval_res() (federatedscope.core.monitors.Monitor method) forward() (federatedscope.cv.model.ConvNet2 method) (federatedscope.cv.model.ConvNet5 method) (federatedscope.cv.model.VGG11 method) (federatedscope.gfl.model.FedSage_Plus method) (federatedscope.gfl.model.GAT_Net method) (federatedscope.gfl.model.GCN_Net method) (federatedscope.gfl.model.GIN_Net method) (federatedscope.gfl.model.GNN_Net_Graph method) (federatedscope.gfl.model.GNN_Net_Link method) (federatedscope.gfl.model.GPR_Net method) (federatedscope.gfl.model.LocalSage_Plus method) (federatedscope.gfl.model.MLP method) (federatedscope.gfl.model.SAGE_Net method) (federatedscope.mf.model.BasicMFNet method) (federatedscope.nlp.model.LSTM method) freeze() (federatedscope.core.configs.CN method)

G

GANCRA (class in federatedscope.attack.privacy_attacks) GAT_Net (class in federatedscope.gfl.model) GCN_Net (class in federatedscope.gfl.model) GeneralMultiModelTrainer (class in federatedscope.core.trainers) GeneralTFTrainer (class in federatedscope.core.trainers) GeneralTorchTrainer (class in federatedscope.core.trainers) generate_and_save_images() (federatedscope.attack.privacy_attacks.GANCRA method) generator_loss() (federatedscope.attack.privacy_attacks.GANCRA method) get_aggregator() (in module federatedscope.core.auxiliaries.aggregator_builder) get_client_cls() (in module federatedscope.core.auxiliaries.worker_builder) get_criterion() (in module federatedscope.core.auxiliaries.criterion_builder) get_data() (in module federatedscope.core.auxiliaries.data_builder) get_data_info() (in module federatedscope.attack.auxiliary) get_dataloader() (in module federatedscope.core.auxiliaries.dataloader_builder) get_func_args() (in module federatedscope.core.data.utils) get_generator() (in module federatedscope.attack.auxiliary) get_metric() (in module federatedscope.core.auxiliaries.metric_builder) get_metric_funcs() (federatedscope.core.monitors.MetricCalculator method) get_mfnet() (in module federatedscope.mf.model) get_model() (in module federatedscope.core.auxiliaries.model_builder) get_model_para() (federatedscope.core.trainers.GeneralMultiModelTrainer method) (federatedscope.core.trainers.GeneralTorchTrainer method) (federatedscope.core.trainers.Trainer method)

get_optimizer() (in module federatedscope.core.auxiliaries.optimizer_builder) get_original_gradient_from_para() (federatedscope.attack.privacy_attacks.DLG method) get_passive_PIA_auxiliary_dataset() (in module federatedscope.attack.auxiliary) get_reconstructor() (in module federatedscope.attack.auxiliary) get_regularizer() (in module federatedscope.core.auxiliaries.regularizer_builder) get_runner() (in module federatedscope.core.auxiliaries.runner_builder) get_sampler() (in module federatedscope.core.auxiliaries.sampler_builder) get_scheduler() (in module federatedscope.autotune.algos) (in module federatedscope.core.auxiliaries.scheduler_builder) get_server_cls() (in module federatedscope.core.auxiliaries.worker_builder) get_splitter() (in module federatedscope.core.auxiliaries.splitter_builder) get_trainer() (in module federatedscope.core.auxiliaries.trainer_builder) get_transform() (in module federatedscope.core.auxiliaries.transform_builder) GIN_Net (class in federatedscope.gfl.model) global_converged() (federatedscope.core.monitors.Monitor method) GNN_Net_Graph (class in federatedscope.gfl.model) GNN_Net_Link (class in federatedscope.gfl.model) GPR_Net (class in federatedscope.gfl.model) gpu_manager (federatedscope.core.fed_runner.BaseRunner attribute) GraphMiniBatchTrainer (class in federatedscope.gfl.trainer) grid() (federatedscope.autotune.choice_types.Continuous method)

H

hamming() (federatedscope.core.splitters.graph.Analyzer method) hamming_distance_graph() (federatedscope.core.splitters.graph.Analyzer method) HFLMovieLens10M (class in federatedscope.mf.dataset) HFLMovieLens1M (class in federatedscope.mf.dataset) history_results (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) HMFDataset (class in federatedscope.mf.dataset)

HMFNet (class in federatedscope.mf.model) homophily() (federatedscope.core.splitters.graph.Analyzer method) homophily_value() (federatedscope.core.splitters.graph.Analyzer method) hood_on_fit_start_generator() (in module federatedscope.attack.trainer) hook_on_batch_backward() (in module federatedscope.mf.trainer) hook_on_batch_forward_injected_data() (in module federatedscope.attack.trainer) hook_on_batch_injected_data_generation() (in module federatedscope.attack.trainer)

I

ID (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) (federatedscope.core.workers.Worker attribute) iDLG_trick() (in module federatedscope.attack.auxiliary) IIDSplitter (class in federatedscope.core.splitters.generic) inc() (federatedscope.core.aggregators.OnlineClientsAvgAggregator method)

inference() (federatedscope.gfl.model.SAGE_Net method) init_global_cfg() (in module federatedscope.core.configs) init_multiple_models() (federatedscope.core.trainers.GeneralMultiModelTrainer method) init_sgdmf_ctx() (in module federatedscope.mf.trainer) InvertGradient (class in federatedscope.attack.privacy_attacks) IterativeScheduler (class in federatedscope.autotune.algos)

J

join_in() (federatedscope.core.workers.Client method)

K

KG (class in federatedscope.gfl.dataset)

KrumAggregator (class in federatedscope.core.aggregators)

L

LDASplitter (class in federatedscope.core.splitters.generic) LEAF (class in federatedscope.cv.dataset.leaf) LEAF_CV (class in federatedscope.cv.dataset.leaf_cv) LinkFullBatchTrainer (class in federatedscope.gfl.trainer) LinkMiniBatchTrainer (class in federatedscope.gfl.trainer) load_cv_dataset() (in module federatedscope.cv.dataloader) load_dataset() (in module federatedscope.core.data.utils) load_external_data() (in module federatedscope.core.data.utils) load_graphlevel_dataset() (in module federatedscope.gfl.dataloader) load_linklevel_dataset() (in module federatedscope.gfl.dataloader)

load_mf_dataset() (in module federatedscope.mf.dataloader) load_nlp_dataset() (in module federatedscope.nlp.dataloader) load_nodelevel_dataset() (in module federatedscope.gfl.dataloader) load_state_dict() (federatedscope.mf.model.BasicMFNet method) local_converged() (federatedscope.core.monitors.Monitor method) LocalDataset (class in federatedscope.cv.dataset.leaf) LocalSage_Plus (class in federatedscope.gfl.model) log_res_best (federatedscope.core.monitors.Monitor attribute) LouvainSplitter (class in federatedscope.core.splitters.graph) LSTM (class in federatedscope.nlp.model)

M

MedianAggregator (class in federatedscope.core.aggregators) merge_data() (in module federatedscope.core.data.utils) merge_eval_results_from_all_clients() (federatedscope.core.workers.Server method) merge_from_file() (federatedscope.core.configs.CN method) merge_from_list() (federatedscope.core.configs.CN method) merge_from_other_cfg() (federatedscope.core.configs.CN method) merge_system_metrics_simulation_mode() (federatedscope.core.monitors.Monitor method) metric_calculator (federatedscope.core.monitors.Monitor attribute) MetricCalculator (class in federatedscope.core.monitors) MFDataLoader (class in federatedscope.mf.dataloader) MFTrainer (class in federatedscope.mf.trainer) missing_data() (federatedscope.core.splitters.graph.Analyzer method) MLP (class in federatedscope.gfl.model) mode (federatedscope.core.fed_runner.BaseRunner attribute) (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) (federatedscope.core.workers.Worker attribute) model (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) (federatedscope.core.workers.Worker attribute) ModelFreeBase (class in federatedscope.autotune.algos) module federatedscope.attack.auxiliary federatedscope.attack.privacy_attacks federatedscope.attack.trainer federatedscope.attack.worker_as_attacker federatedscope.autotune.algos federatedscope.autotune.choice_types federatedscope.autotune.hpbandster federatedscope.autotune.smac federatedscope.autotune.utils federatedscope.core.aggregators federatedscope.core.configs federatedscope.core.data.base_data federatedscope.core.data.base_translator federatedscope.core.data.dummy_translator federatedscope.core.data.utils federatedscope.core.fed_runner federatedscope.core.monitors federatedscope.core.splitters federatedscope.core.splitters.generic federatedscope.core.splitters.graph federatedscope.core.trainers federatedscope.core.workers federatedscope.cv.dataloader federatedscope.cv.dataset.leaf federatedscope.cv.dataset.leaf_cv federatedscope.cv.model federatedscope.cv.trainer federatedscope.gfl.dataloader federatedscope.gfl.dataset federatedscope.gfl.model federatedscope.gfl.trainer federatedscope.mf.dataloader federatedscope.mf.dataset federatedscope.mf.model federatedscope.mf.trainer federatedscope.nlp.dataloader federatedscope.nlp.dataset federatedscope.nlp.model federatedscope.nlp.trainer

Monitor (class in federatedscope.core.monitors) monitor (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) (federatedscope.core.workers.Worker attribute) monitored_object (federatedscope.core.monitors.Monitor attribute) MovieLens10M (class in federatedscope.mf.dataset) MovieLens1M (class in federatedscope.mf.dataset) MovieLensData (class in federatedscope.mf.dataset) msg_buffer (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) MyWorker (class in federatedscope.autotune.hpbandster)

N

NoCommunicationAggregator (class in federatedscope.core.aggregators) NodeFullBatchTrainer (class in federatedscope.gfl.trainer)

NodeMiniBatchTrainer (class in federatedscope.gfl.trainer) NormboundingAggregator (class in federatedscope.core.aggregators) num_missing_edge() (federatedscope.core.splitters.graph.Analyzer method)

O

OnlineClientsAvgAggregator (class in federatedscope.core.aggregators) optimize() (federatedscope.autotune.algos.IterativeScheduler method) (federatedscope.autotune.algos.ModelFreeBase method) (federatedscope.autotune.algos.Scheduler method)

outdir (federatedscope.core.monitors.Monitor attribute)

P

parse_condition_param() (in module federatedscope.autotune.utils) parse_data() (federatedscope.core.trainers.GeneralTFTrainer method) (federatedscope.core.trainers.GeneralTorchTrainer method) (federatedscope.core.trainers.Trainer method) (federatedscope.gfl.trainer.LinkFullBatchTrainer method) (federatedscope.gfl.trainer.LinkMiniBatchTrainer method) (federatedscope.gfl.trainer.NodeFullBatchTrainer method) (federatedscope.gfl.trainer.NodeMiniBatchTrainer method) (federatedscope.mf.trainer.MFTrainer method) parse_search_space() (in module federatedscope.autotune.utils) PassivePIAServer (class in federatedscope.attack.worker_as_attacker) PassivePropertyInference (class in federatedscope.attack.privacy_attacks) PassiveServer (class in federatedscope.attack.worker_as_attacker) plot_target_loss() (in module federatedscope.attack.worker_as_attacker)

portion_ms_node() (federatedscope.core.splitters.graph.Analyzer method) preprocess() (federatedscope.core.data.base_data.StandaloneDataDict method) print_help() (federatedscope.core.configs.CN method) print_trainer_meta_info() (federatedscope.core.trainers.BaseTrainer method) (federatedscope.core.trainers.Trainer method) process() (federatedscope.gfl.dataset.CIKMCUPDataset method) (federatedscope.gfl.dataset.dataset_ContextualSBM method) (federatedscope.gfl.dataset.DBLPNew method) (federatedscope.gfl.dataset.KG method) (federatedscope.gfl.dataset.RecSys method) processed_file_names (federatedscope.gfl.dataset.CIKMCUPDataset property) (federatedscope.gfl.dataset.dataset_ContextualSBM property) (federatedscope.gfl.dataset.DBLPNew property) (federatedscope.gfl.dataset.KG property) (federatedscope.gfl.dataset.RecSys property)

R

RandChunkSplitter (class in federatedscope.core.splitters.graph) RandomSplitter (class in federatedscope.core.splitters.graph) raw_file_names (federatedscope.gfl.dataset.dataset_ContextualSBM property) (federatedscope.gfl.dataset.DBLPNew property) (federatedscope.gfl.dataset.KG property) (federatedscope.gfl.dataset.RecSys property) ready_for_run() (federatedscope.core.configs.CN method) reconstruct() (federatedscope.attack.privacy_attacks.DLG method) RecSys (class in federatedscope.gfl.dataset) register_cfg_check_fun() (federatedscope.core.configs.CN method) register_handlers() (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.BaseServer method) register_multiple_model_hooks() (federatedscope.core.trainers.FedEMTrainer method) (federatedscope.core.trainers.GeneralMultiModelTrainer method)

RelTypeSplitter (class in federatedscope.core.splitters.graph) reset() (federatedscope.core.aggregators.OnlineClientsAvgAggregator method) resetup() (federatedscope.core.data.base_data.StandaloneDataDict method) resource_info (federatedscope.core.fed_runner.BaseRunner attribute) round_wise_update_key (federatedscope.core.monitors.Monitor attribute) run() (federatedscope.autotune.algos.TrialExecutor method) (federatedscope.core.fed_runner.BaseRunner method) (federatedscope.core.fed_runner.DistributedRunner method) (federatedscope.core.fed_runner.FedRunner method) (federatedscope.core.fed_runner.StandaloneRunner method) (federatedscope.core.workers.BaseClient method) (federatedscope.core.workers.BaseServer method) (federatedscope.core.workers.Client method) (federatedscope.core.workers.Server method) run_standalone() (federatedscope.core.workers.Client method)

S

SAGE_Net (class in federatedscope.gfl.model) sample() (federatedscope.autotune.choice_types.Continuous method) (federatedscope.autotune.choice_types.Discrete method) sample_client_num (federatedscope.core.workers.Server attribute) save_best_results() (federatedscope.core.workers.Server method) save_client_eval_results() (federatedscope.core.workers.Server method) save_formatted_results() (federatedscope.core.monitors.Monitor method) save_local_data() (in module federatedscope.core.data.utils) ScaffoldLdaSplitter (class in federatedscope.core.splitters.graph) ScaffoldSplitter (class in federatedscope.core.splitters.graph) Scheduler (class in federatedscope.autotune.algos) selectTrigger() (in module federatedscope.attack.auxiliary) Server (class in federatedscope.core.workers) server (federatedscope.core.fed_runner.BaseRunner attribute) ServerClientsInterpolateAggregator (class in federatedscope.core.aggregators) setup() (federatedscope.core.data.base_data.ClientData method)

setup_data() (federatedscope.core.trainers.GeneralTorchTrainer method) (federatedscope.core.trainers.Trainer method) SHAWrapFedex (class in federatedscope.autotune.algos) split() (federatedscope.core.data.base_translator.BaseDataTranslator method) (federatedscope.core.data.dummy_translator.DummyDataTranslator method) split_to_client() (federatedscope.core.data.base_translator.BaseDataTranslator method) split_train_val_test() (federatedscope.core.data.base_translator.BaseDataTranslator method) ss_manager (federatedscope.core.workers.Client attribute) staled_msg_buffer (federatedscope.core.workers.Server attribute) StandaloneDataDict (class in federatedscope.core.data.base_data) StandaloneRunner (class in federatedscope.core.fed_runner) state (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) (federatedscope.core.workers.Worker attribute) state_dict() (federatedscope.mf.model.BasicMFNet method) SuccessiveHalvingAlgo (class in federatedscope.autotune.algos)

T

terminate() (federatedscope.core.workers.Server method) track_and_check() (federatedscope.core.monitors.EarlyStopper method) track_avg_flops() (federatedscope.core.monitors.Monitor method) track_download_bytes() (federatedscope.core.monitors.Monitor method) track_model_size() (federatedscope.core.monitors.Monitor method) track_upload_bytes() (federatedscope.core.monitors.Monitor method) Trainer (class in federatedscope.core.trainers)

trainer (federatedscope.core.workers.Client attribute) (federatedscope.core.workers.Server attribute) TrialExecutor (class in federatedscope.autotune.algos) trigger_for_feat_engr() (federatedscope.core.workers.Server method) trigger_for_start() (federatedscope.core.workers.Server method) trigger_for_time_up() (federatedscope.core.workers.Server method) TrimmedmeanAggregator (class in federatedscope.core.aggregators)

U

update() (federatedscope.core.aggregators.ClientsAvgAggregator method) (federatedscope.core.aggregators.NoCommunicationAggregator method) (federatedscope.core.trainers.GeneralMultiModelTrainer method) (federatedscope.core.trainers.GeneralTFTrainer method) (federatedscope.core.trainers.GeneralTorchTrainer method) (federatedscope.core.trainers.Trainer method)

update_best_result() (federatedscope.core.monitors.Monitor method) update_discriminator() (federatedscope.attack.privacy_attacks.GANCRA method) use_wandb (federatedscope.core.monitors.Monitor attribute)

V

VFLMovieLens10M (class in federatedscope.mf.dataset) VFLMovieLens1M (class in federatedscope.mf.dataset)

VGG11 (class in federatedscope.cv.model) VMFDataset (class in federatedscope.mf.dataset) VMFNet (class in federatedscope.mf.model)

W

wandb_online_track (federatedscope.core.monitors.Monitor attribute) Worker (class in federatedscope.core.workers) wrap_benignTrainer() (in module federatedscope.attack.trainer) wrap_DittoTrainer() (in module federatedscope.core.trainers) wrap_fedprox_trainer() (in module federatedscope.core.trainers) wrap_GANTrainer() (in module federatedscope.attack.trainer)

wrap_GaussianAttackTrainer() (in module federatedscope.attack.trainer) wrap_GradientAscentTrainer() (in module federatedscope.attack.trainer) wrap_MFTrainer() (in module federatedscope.mf.trainer) wrap_nbafl_server() (in module federatedscope.core.trainers) wrap_nbafl_trainer() (in module federatedscope.core.trainers) wrap_pFedMeTrainer() (in module federatedscope.core.trainers)