Cross Entropy in TensorFlow

As with the softmax function, TensorFlow has a function to do the cross entropy calculations for us.

Cross entropy loss function

Let's take what you learned from the video and create a cross entropy function in TensorFlow. To create a cross entropy function in TensorFlow, you'll need to use two new functions:

• tf.reduce_sum()
• tf.log()