Module: tff.simulation.models.mnist
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An example of an MNIST model function for use with TensorFlow Federated.
Functions
create_keras_model(...): Returns an instance of tf.keras.Model for use with the MNIST example.
create_simple_keras_model(...): Returns an instance of tf.Keras.Model with just one dense layer.
keras_dataset_from_emnist(...): Converts dataset for use with the output of create_simple_keras_model.
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Last updated 2024-09-20 UTC.
[null,null,["Last updated 2024-09-20 UTC."],[],[],null,["# Module: tff.simulation.models.mnist\n\n\u003cbr /\u003e\n\n|-------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/federated/blob/v0.87.0 Version 2.0, January 2004 Licensed under the Apache License, Version 2.0 (the) |\n\nAn example of an MNIST model function for use with TensorFlow Federated.\n\nFunctions\n---------\n\n[`create_keras_model(...)`](../../../tff/simulation/models/mnist/create_keras_model): Returns an instance of [`tf.keras.Model`](https://www.tensorflow.org/api_docs/python/tf/keras/Model) for use with the MNIST example.\n\n[`create_simple_keras_model(...)`](../../../tff/simulation/models/mnist/create_simple_keras_model): Returns an instance of `tf.Keras.Model` with just one dense layer.\n\n[`keras_dataset_from_emnist(...)`](../../../tff/simulation/models/mnist/keras_dataset_from_emnist): Converts `dataset` for use with the output of `create_simple_keras_model`."]]
View source on GitHub