GAN_value_fct {RGAN} | R Documentation |
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.
GAN_value_fct(real_scores, fake_scores)
real_scores |
The discriminator scores on real examples ($D(x)$) |
fake_scores |
The discriminator scores on fake examples ($D(G(z))$) |
The function returns a named list with the entries d_loss and g_loss