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Diffstat (limited to 'text_recognizer/networks/transformer/norm.py')
-rw-r--r-- | text_recognizer/networks/transformer/norm.py | 4 |
1 files changed, 4 insertions, 0 deletions
diff --git a/text_recognizer/networks/transformer/norm.py b/text_recognizer/networks/transformer/norm.py index c59744a..98f4d7f 100644 --- a/text_recognizer/networks/transformer/norm.py +++ b/text_recognizer/networks/transformer/norm.py @@ -12,6 +12,8 @@ from torch import Tensor class ScaleNorm(nn.Module): + """Scaled normalization.""" + def __init__(self, normalized_shape: int, eps: float = 1.0e-5) -> None: super().__init__() self.scale = normalized_shape ** -0.5 @@ -25,6 +27,8 @@ class ScaleNorm(nn.Module): class PreNorm(nn.Module): + """Applies layer normalization then function.""" + def __init__(self, normalized_shape: int, fn: Type[nn.Module]) -> None: super().__init__() self.norm = nn.LayerNorm(normalized_shape) |