SavedModel Guide, TensorFlow Team, 2024 (Google) - Official guide to TensorFlow's SavedModel format, covering its structure, saving APIs (tf.saved_model.save), loading, and the role of signatures for deployment.
Save and load Keras models, Neel Kovelamudi, Francois Chollet, 2024 (Google) - Official Keras guide on how to save and load Keras models, specifically detailing model.save() and its integration with the SavedModel format, including considerations for custom objects.
TensorFlow Serving basic usage, TensorFlow Team, 2024 (Google) - Provides an overview of TensorFlow Serving, highlighting how it consumes SavedModel artifacts for scalable and efficient model deployment in production environments.
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, Aurélien Géron, 2022 (O'Reilly Media) - A comprehensive guide that includes practical chapters on saving, loading, and deploying TensorFlow models, including detailed examples of using the SavedModel format and TensorFlow Serving.