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