GeneratorBCE

Inheritance Diagram

Inheritance diagram of ashpy.losses.gan.GeneratorBCE

class ashpy.losses.gan.GeneratorBCE(from_logits=True)[source]

Bases: ashpy.losses.gan.AdversarialLossG

The Binary CrossEntropy computed among the generator and the 1 label.

\[L_{G} = E [\log (D( G(z))]\]

Methods

__init__([from_logits])

Initialize the BCE Loss for the Generator.

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)[source]

Initialize the BCE Loss for the Generator.

Return type

None