PyTorchDiscriminator.gradient_penalty

PyTorchDiscriminator.gradient_penalty(x, lambda_=5.0, k=0.01, c=1.0)

Compute gradient penalty for discriminator optimization

मापदण्ड:

• x (numpy.ndarray) -- Generated data sample.

• lambda (float) -- Gradient penalty coefficient 1.

• k (float) -- Gradient penalty coefficient 2.

• c (float) -- Gradient penalty coefficient 3.

प्रदत्त :

Gradient penalty.

प्रदत्त प्रकार :

torch.Tensor