Implementing LSGAN is the same as the vanilla GAN, except for the change in the loss function. So, instead of looking at the whole code, we will see only how to implement LSGAN's loss function in TensorFlow. The complete code for LSGAN is available in the GitHub repo at http://bit.ly/2HMCrrx.

Let's now see how the loss function of LSGAN is implemented.