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PyTorchDiscriminator.gradient_penalty

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

Compute gradient penalty for discriminator optimization

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

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

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

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

রিটার্নস

Gradient penalty.

রিটার্ন টাইপ

torch.Tensor