GAN_value_fct {RGAN}

GAN Value Function

Description

Implements the original GAN value function as a function to be called in gan_trainer. The function can serve as a template to implement new value functions in RGAN.

Usage

GAN_value_fct(real_scores, fake_scores)

Arguments

real_scores

The discriminator scores on real examples ($D(x)$)

fake_scores

The discriminator scores on fake examples ($D(G(z))$)

Value

The function returns a named list with the entries d_loss and g_loss