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Libraries for running TensorFlow Federated simulations.
Modules
baselines module: Libraries for constructing baseline learning tasks suitable for simulation.
datasets module: Datasets for running TensorFlow Federated simulations.
models module: Models for running TensorFlow Federated simulations.
Functions
build_uniform_sampling_fn(...): Builds the function for sampling from the input iterator at each round.
compose_dataset_computation_with_computation(...): Builds a new tff.Computation which constructs datasets on clients.
compose_dataset_computation_with_iterative_process(...): Builds a new iterative process which constructs datasets on clients.
compose_dataset_computation_with_learning_process(...): Builds a new iterative process which constructs datasets on clients.
run_server(...): Runs a gRPC server hosting a simulation component in this process.
run_training_process(...): Runs a federated training_process.
server_context(...): Context manager yielding gRPC server hosting simulation component.