tf.keras.utils.plot_model

View source on GitHub

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

Aliases:

• tf.compat.v1.keras.utils.plot_model
• tf.compat.v2.keras.utils.plot_model

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

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.