Training Paradigms: TensorFlow's fit Method and PyTorch Training Loops
Was this section helpful?
Training and evaluation with the built-in methods, TensorFlow Authors, 2023 (TensorFlow) - Provides the official guide on Keras's high-level training API, including model.compile() and model.fit(), explaining its streamlined approach.
Training a Classifier, PyTorch Documentation Authors, 2017 (PyTorch Foundation) - Illustrates how to construct a complete PyTorch training loop from scratch, demonstrating explicit control over each training step.
Deep Learning with Python, François Chollet, 2021 (Manning Publications) - A book by the creator of Keras, offering a thorough account of Keras and its design philosophy regarding training abstractions.