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-rw-r--r--text_recognizer/networks/transformer/norm.py5
1 files changed, 3 insertions, 2 deletions
diff --git a/text_recognizer/networks/transformer/norm.py b/text_recognizer/networks/transformer/norm.py
index 4930adf..c59744a 100644
--- a/text_recognizer/networks/transformer/norm.py
+++ b/text_recognizer/networks/transformer/norm.py
@@ -4,7 +4,7 @@ Copied from lucidrains:
https://github.com/lucidrains/x-transformers/blob/main/x_transformers/x_transformers.py
"""
-from typing import Callable, Dict, Type
+from typing import Dict, Type
import torch
from torch import nn
@@ -19,6 +19,7 @@ class ScaleNorm(nn.Module):
self.g = nn.Parameter(torch.ones(1))
def forward(self, x: Tensor) -> Tensor:
+ """Applies scale norm."""
norm = torch.norm(x, dim=-1, keepdim=True) * self.scale
return x / norm.clamp(min=self.eps) * self.g
@@ -30,6 +31,6 @@ class PreNorm(nn.Module):
self.fn = fn
def forward(self, x: Tensor, **kwargs: Dict) -> Tensor:
- """Norm tensor."""
+ """Applies pre norm."""
x = self.norm(x)
return self.fn(x, **kwargs)