AttributeError: module ‘keras.utils’ has no attribute ‘plot_model’

AttributeError: module ‘keras.utils’ has no attribute ‘plot_model’ error occurs when we are trying to “access the plot_model function from the keras.utils module.”

To fix the AttributeError: module ‘keras.utils’ has no attribute ‘plot_model’ error,  “import plot_model from tensorflow.keras.utils module.”

You can import and use the function as follows:

from tensorflow.keras.utils import plot_model

plot_model(model, to_file='model.png')

Common causes of the error

Outdated Keras Version

If you are using an outdated version of Keras, the plot_model function might not be available. Newer versions of Keras often introduce new features and functions, and keeping your installation up to date is important.

Compatibility Issues:

The plot_model function might not be available in certain versions of Keras or specific configurations. It could be due to conflicts with other packages or dependencies.

Incorrect Import Statement

If you are trying to import the plot_model function from the keras.utils module using an incorrect import statement, the error can occur.

Alternate solutions

Solution 1: Upgrading Keras

To ensure you have the latest version of Keras installed, you can upgrade it using the following command:

pip install --upgrade keras

Solution 2: Common Mistakes to Avoid

Misspelling the attribute name

Ensure you use the correct attribute name, ‘plot_model,’ in your code.

Incorrect import statements

Check your import statements and ensure they reference the correct module and attribute.

Using incompatible versions

Ensure your Keras version is compatible with the plot_model function.

That’s it.

Further reading

AttributeError: module ‘keras.utils’ has no attribute ‘sequence’

AttributeError: module ‘keras.engine’ has no attribute ‘layer’

Krunal

Krunal Lathiya is a seasoned Computer Science expert with over eight years in the tech industry. He boasts deep knowledge in Data Science and Machine Learning. Versed in Python, JavaScript, PHP, R, and Golang. Skilled in frameworks like Angular and React and platforms such as Node.js. His expertise spans both front-end and back-end development. His proficiency in the Python language stands as a testament to his versatility and commitment to the craft.