tff.simulation.datasets.emnist.get_synthetic

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Quickly returns a small synthetic dataset, useful for unit tests, etc.

tff.simulation.datasets.emnist.get_synthetic(num_clients=2)

Each client produced has exactly 10 examples, one of each digit. The images are derived from a fixed set of hard-coded images, and transformed using tff.simulation.datasets.emnist.infinite_emnist to produce the desired number of clients.

Args:

  • num_clients: The number of synthetic clients to generate.

Returns:

A tff.simulation.ClientData object that matches the characteristics (other than size) of those provided by tff.simulation.datasets.emnist.load_data.