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-rw-r--r--text_recognizer/networks/conformer/scale.py13
1 files changed, 13 insertions, 0 deletions
diff --git a/text_recognizer/networks/conformer/scale.py b/text_recognizer/networks/conformer/scale.py
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+++ b/text_recognizer/networks/conformer/scale.py
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+"""Scale layer."""
+from typing import Dict
+from torch import nn, Tensor
+
+
+class Scale(nn.Module):
+ def __init__(self, scale: float, fn: nn.Module) -> None:
+ super().__init__()
+ self.scale = scale
+ self.fn = fn
+
+ def forward(self, x: Tensor, kwargs: Dict) -> Tensor:
+ return self.fn(x, **kwargs) * self.scale