Norm

norm

PixelNorm

PixelNorm(eps: float = 1e-08)

Bases: Module

Pixel-wise feature vector normalization (ProGAN / StyleGAN).

Normalizes each feature vector to unit length along the channel dimension.

Parameters:

Name	Type	Description	Default
eps	float	Epsilon for numerical stability.	1e-08

ScaleNorm

ScaleNorm(dim: int, eps: float = 1e-08)

Bases: Module

Scale normalization (L2 normalize then scale by a learned parameter).

Parameters:

Name	Type	Description	Default
dim	int	Feature dimension.	required
eps	float	Epsilon for numerical stability.	1e-08

pixel_norm

Miscellaneous normalization layers.

PixelNorm

PixelNorm(eps: float = 1e-08)

Bases: Module

Pixel-wise feature vector normalization (ProGAN / StyleGAN).

Normalizes each feature vector to unit length along the channel dimension.

Parameters:

Name	Type	Description	Default
eps	float	Epsilon for numerical stability.	1e-08

ScaleNorm

ScaleNorm(dim: int, eps: float = 1e-08)

Bases: Module

Scale normalization (L2 normalize then scale by a learned parameter).

Parameters:

Name	Type	Description	Default
dim	int	Feature dimension.	required
eps	float	Epsilon for numerical stability.	1e-08