GeneratorBCE

Inheritance Diagram

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class ashpy.losses.gan.GeneratorBCE(from_logits=True)

Bases: ashpy.losses.gan.GeneratorAdversarialLoss

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)

Initialize the BCE Loss for the Generator.

Return type:None