https://ai-blog.noorshomelab.dev/tags/callbacks/Recent content in Callbacks on AI VOIDHugoenSun, 26 Oct 2025 00:00:00 +0000https://ai-blog.noorshomelab.dev/tensorflow-guide/intermediate-tensorflow-custom-training-loops-callbacks/Sun, 26 Oct 2025 00:00:00 +0000https://ai-blog.noorshomelab.dev/tensorflow-guide/intermediate-tensorflow-custom-training-loops-callbacks/<h2 id="5-intermediate-topics">5. Intermediate Topics</h2> <p>While <code>model.fit()</code> is incredibly convenient, sometimes you need more control over the training process. This chapter introduces two powerful intermediate topics: <strong>Custom Training Loops</strong> for ultimate flexibility and <strong>Keras Callbacks</strong> for customizing <code>model.fit()</code> behavior.</p> <h3 id="51-custom-training-loops-with-tfgradienttape">5.1 Custom Training Loops with <code>tf.GradientTape</code></h3> <p>A custom training loop gives you full control over every aspect of the training process, from calculating gradients to updating model weights. This is particularly useful for:</p>