For this recipe, we need to ensure that we have all the appropriate tools to compile our code. You need the following pieces to make this recipe happen:

• A computer with an NVIDIA GPU
• Ubuntu 16.04
•  NVIDIA Docker installed

With these two items, we can once again build the necessary run scripts and images to run our very first GAN. The GAN consists of three pieces (generator, discriminator, and loss function) and all three can very simply be represented in the Keras framework. First, we will build the container that will run the Keras code we're going to develop.