Debugging TensorFlow programs, TensorFlow Authors, 2024 - Official guide detailing tf.print, the tf.debugging module, eager execution toggling, and TensorBoard integration for debugging TensorFlow applications.
Better performance with tf.function, TensorFlow Authors, 2024 - Explains the mechanics of tf.function and AutoGraph, offering essential background for understanding and debugging graph execution issues.
Automatic differentiation with tf.GradientTape, TensorFlow Authors, 2024 (TensorFlow) - Covers the principles and usage of tf.GradientTape, including common issues like None gradients and methods for inspecting gradient values.