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tf.keras.utils.model_to_dot

TensorFlow 2 version View source on GitHub

Convert a Keras model to dot format.

Aliases:

tf.keras.utils.model_to_dot(
    model,
    show_shapes=False,
    show_layer_names=True,
    rankdir='TB',
    expand_nested=False,
    dpi=96,
    subgraph=False
)

Arguments:

  • model: A Keras model instance.
  • 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.
  • subgraph: whether to return a pydot.Cluster instance.

Returns:

A pydot.Dot instance representing the Keras model or a pydot.Cluster instance representing nested model if subgraph=True.

Raises:

  • ImportError: if graphviz or pydot are not available.