DiscriminatorMinMax

Inheritance Diagram

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class ashpy.losses.gan.DiscriminatorMinMax(from_logits=True, label_smoothing=0.0)

Bases: ashpy.losses.gan.DiscriminatorAdversarialLoss

The min-max game played by the discriminator.

\[L_{D} = - \frac{1}{2} E [\log(D(x)) + \log (1 - D(G(z))]\]

Methods

__init__([from_logits, label_smoothing])

Initialize Loss.

Attributes

fn	Return the Keras loss function to execute.
global_batch_size	Global batch size comprises the batch size for each cpu.
weight	Return the loss weight.

__init__(from_logits=True, label_smoothing=0.0)

Initialize Loss.