Index _ | A | B | C | D | E | F | G | I | L | M | N | P | R | S | T | U | W _ __init__() (blazefl.contrib.FedAvgBaseClientTrainer method) (blazefl.contrib.FedAvgBaseServerHandler method) (blazefl.contrib.FedAvgDownlinkPackage method) (blazefl.contrib.FedAvgPartitionType method) (blazefl.contrib.FedAvgProcessPoolClientTrainer method) (blazefl.contrib.FedAvgThreadPoolClientTrainer method) (blazefl.contrib.FedAvgUplinkPackage method) (blazefl.core.BaseClientTrainer method) (blazefl.core.BaseServerHandler method) (blazefl.core.FilteredDataset method) (blazefl.core.ModelSelector method) (blazefl.core.PartitionedDataset method) (blazefl.core.ProcessPoolClientTrainer method) (blazefl.core.SHMHandle method) (blazefl.core.ThreadPoolClientTrainer method) (blazefl.reproducibility.RandomStateSnapshot method) (blazefl.reproducibility.RNGSuite method) A aggregate() (blazefl.contrib.FedAvgBaseServerHandler static method) B BaseClientTrainer (class in blazefl.core) BaseServerHandler (class in blazefl.core) batch_size (blazefl.contrib.FedAvgBaseClientTrainer attribute) (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) blazefl module blazefl.contrib module blazefl.core module blazefl.reproducibility module C cache (blazefl.contrib.FedAvgBaseClientTrainer attribute) (blazefl.core.ProcessPoolClientTrainer attribute), [1] (blazefl.core.ThreadPoolClientTrainer attribute) capture() (blazefl.reproducibility.RandomStateSnapshot class method) cid (blazefl.contrib.FedAvgUplinkPackage attribute), [1] client_buffer_cache (blazefl.contrib.FedAvgBaseServerHandler attribute) create_rng_suite() (in module blazefl.reproducibility) D data (blazefl.core.FilteredDataset attribute) data_size (blazefl.contrib.FedAvgUplinkPackage attribute), [1] dataset (blazefl.contrib.FedAvgBaseClientTrainer attribute) (blazefl.contrib.FedAvgBaseServerHandler attribute) (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) deserialize_model() (in module blazefl.core) device (blazefl.contrib.FedAvgBaseClientTrainer attribute) (blazefl.contrib.FedAvgBaseServerHandler attribute) (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) (blazefl.core.ProcessPoolClientTrainer attribute), [1] (blazefl.core.ThreadPoolClientTrainer attribute) device_count (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) (blazefl.core.ProcessPoolClientTrainer attribute), [1] (blazefl.core.ThreadPoolClientTrainer attribute) downlink_package() (blazefl.contrib.FedAvgBaseServerHandler method) (blazefl.core.BaseServerHandler method) E environ (blazefl.reproducibility.RandomStateSnapshot attribute), [1] epochs (blazefl.contrib.FedAvgBaseClientTrainer attribute) (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) evaluate() (blazefl.contrib.FedAvgBaseServerHandler static method) F FedAvgBaseClientTrainer (class in blazefl.contrib) FedAvgBaseServerHandler (class in blazefl.contrib) FedAvgDownlinkPackage (class in blazefl.contrib) FedAvgPartitionType (class in blazefl.contrib) FedAvgProcessPoolClientTrainer (class in blazefl.contrib) FedAvgThreadPoolClientTrainer (class in blazefl.contrib) FedAvgUplinkPackage (class in blazefl.contrib) FilteredDataset (class in blazefl.core) G get_client_config() (blazefl.contrib.FedAvgProcessPoolClientTrainer method) (blazefl.core.ProcessPoolClientTrainer method) get_client_device() (blazefl.core.ProcessPoolClientTrainer method) (blazefl.core.ThreadPoolClientTrainer method) get_dataloader() (blazefl.core.PartitionedDataset method) get_dataset() (blazefl.core.PartitionedDataset method) get_summary() (blazefl.contrib.FedAvgBaseServerHandler method) global_round (blazefl.contrib.FedAvgBaseServerHandler attribute) global_update() (blazefl.contrib.FedAvgBaseServerHandler method) (blazefl.core.BaseServerHandler method) I if_stop() (blazefl.contrib.FedAvgBaseServerHandler method) (blazefl.core.BaseServerHandler method) ipc_mode (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) (blazefl.core.ProcessPoolClientTrainer attribute), [1] L load() (blazefl.contrib.FedAvgBaseServerHandler method) (blazefl.core.BaseServerHandler method) local_process() (blazefl.contrib.FedAvgBaseClientTrainer method) (blazefl.core.BaseClientTrainer method) (blazefl.core.ProcessPoolClientTrainer method) (blazefl.core.ThreadPoolClientTrainer method) lr (blazefl.contrib.FedAvgBaseClientTrainer attribute) (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) M metadata (blazefl.contrib.FedAvgUplinkPackage attribute), [1] model (blazefl.contrib.FedAvgBaseClientTrainer attribute) (blazefl.contrib.FedAvgBaseServerHandler attribute) model_name (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) model_parameters (blazefl.contrib.FedAvgDownlinkPackage attribute), [1] (blazefl.contrib.FedAvgUplinkPackage attribute), [1] model_selector (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) ModelSelector (class in blazefl.core) module blazefl blazefl.contrib blazefl.core blazefl.reproducibility N num_clients (blazefl.contrib.FedAvgBaseClientTrainer attribute) (blazefl.contrib.FedAvgBaseServerHandler attribute) (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) num_clients_per_round (blazefl.contrib.FedAvgBaseServerHandler attribute) num_parallels (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) (blazefl.core.ProcessPoolClientTrainer attribute), [1] (blazefl.core.ThreadPoolClientTrainer attribute) numpy (blazefl.reproducibility.RandomStateSnapshot attribute), [1] (blazefl.reproducibility.RNGSuite attribute), [1] P PartitionedDataset (class in blazefl.core) prepare_uplink_package_buffer() (blazefl.contrib.FedAvgProcessPoolClientTrainer method) (blazefl.core.ProcessPoolClientTrainer method) process_tensors_in_object() (in module blazefl.core) ProcessPoolClientTrainer (class in blazefl.core) progress_fn() (blazefl.contrib.FedAvgProcessPoolClientTrainer method) (blazefl.contrib.FedAvgThreadPoolClientTrainer method) (blazefl.core.ProcessPoolClientTrainer method) (blazefl.core.ThreadPoolClientTrainer method) python (blazefl.reproducibility.RandomStateSnapshot attribute), [1] (blazefl.reproducibility.RNGSuite attribute), [1] R RandomStateSnapshot (class in blazefl.reproducibility) reconstruct_from_shared_memory() (in module blazefl.core) restore() (blazefl.reproducibility.RandomStateSnapshot static method) RNGSuite (class in blazefl.reproducibility) round (blazefl.contrib.FedAvgBaseServerHandler attribute) S sample_clients() (blazefl.contrib.FedAvgBaseServerHandler method) (blazefl.core.BaseServerHandler method) sample_ratio (blazefl.contrib.FedAvgBaseServerHandler attribute) seed (blazefl.contrib.FedAvgBaseServerHandler attribute) (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) seed_everything() (in module blazefl.reproducibility) select_model() (blazefl.core.ModelSelector method) serialize_model() (in module blazefl.core) set_dataset() (blazefl.core.PartitionedDataset method) setup_reproducibility() (in module blazefl.reproducibility) share_dir (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) (blazefl.core.ProcessPoolClientTrainer attribute), [1] SHMHandle (class in blazefl.core) state_dir (blazefl.contrib.FedAvgProcessPoolClientTrainer attribute) stop_event (blazefl.core.ProcessPoolClientTrainer attribute) (blazefl.core.ThreadPoolClientTrainer attribute) T target_transform (blazefl.core.FilteredDataset attribute) targets (blazefl.core.FilteredDataset attribute) TEST (blazefl.contrib.FedAvgPartitionType attribute) ThreadPoolClientTrainer (class in blazefl.core) torch_cpu (blazefl.reproducibility.RandomStateSnapshot attribute), [1] (blazefl.reproducibility.RNGSuite attribute), [1] torch_cuda (blazefl.reproducibility.RandomStateSnapshot attribute), [1] (blazefl.reproducibility.RNGSuite attribute), [1] TRAIN (blazefl.contrib.FedAvgPartitionType attribute) train() (blazefl.contrib.FedAvgBaseClientTrainer method) (blazefl.contrib.FedAvgProcessPoolClientTrainer static method) (blazefl.contrib.FedAvgThreadPoolClientTrainer method) transform (blazefl.core.FilteredDataset attribute) U uplink_package() (blazefl.contrib.FedAvgBaseClientTrainer method) (blazefl.contrib.FedAvgProcessPoolClientTrainer method) (blazefl.contrib.FedAvgThreadPoolClientTrainer method) (blazefl.core.BaseClientTrainer method) W worker() (blazefl.contrib.FedAvgProcessPoolClientTrainer static method) (blazefl.contrib.FedAvgThreadPoolClientTrainer method) (blazefl.core.ProcessPoolClientTrainer static method) (blazefl.core.ThreadPoolClientTrainer method)