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tf.keras.utils.plot_model

TensorFlow 1 version View source on GitHub

Converts a Keras model to dot format and save to a file.

Aliases:

tf.keras.utils.plot_model(
    model,
    to_file='model.png',
    show_shapes=False,
    show_layer_names=True,
    rankdir='TB',
    expand_nested=False,
    dpi=96
)

Used in the guide:

Arguments:

  • model: A Keras model instance
  • to_file: File name of the plot image.
  • show_shapes: whether to display shape information.
  • show_layer_names: whether to display layer names.
  • rankdir: rankdir argument passed to PyDot, a string specifying the format of the plot: 'TB' creates a vertical plot; 'LR' creates a horizontal plot.
  • expand_nested: Whether to expand nested models into clusters.
  • dpi: Dots per inch.

Returns:

A Jupyter notebook Image object if Jupyter is installed. This enables in-line display of the model plots in notebooks.