TensorFlow 2.0 Beta is available Learn more

tf.keras.utils.plot_model

TensorFlow 2.0 version 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'
)

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.

Returns:

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