TensorFlow | How to use tf.GradientTape()

TensorFlow tf.GradientTape() records operations for automatic differentiation. Below are the code snippet for calculating gradient of loss function. This post uses some other TensorFlow apis like tf.reduce_sum, tf.constant and tf.variable as well.

Below is the code snippet with TensorFlow 2.0, in this tf.GradientTap() is used for calculating gradients of loss with respect to weight and bias.

Category: TensorFlow