From 1f3ab1c091b44b119765f785eab16e7dd06dfa4d Mon Sep 17 00:00:00 2001 From: Gustaf Rydholm Date: Thu, 2 Jun 2022 23:38:19 +0200 Subject: Add mlp conformer layer --- text_recognizer/networks/conformer/mlp.py | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) (limited to 'text_recognizer/networks/conformer') diff --git a/text_recognizer/networks/conformer/mlp.py b/text_recognizer/networks/conformer/mlp.py index e69de29..031bde9 100644 --- a/text_recognizer/networks/conformer/mlp.py +++ b/text_recognizer/networks/conformer/mlp.py @@ -0,0 +1,17 @@ +"""Conformer feedforward block.""" +from torch import nn, Tensor + + +class MLP(nn.Module): + def __init__(self, dim: int, mult: int = 4, dropout: float = 0.0) -> None: + super().__init__() + self.layers = nn.Sequential( + nn.Linear(dim, mult * dim), + nn.Mish(inplace=True), + nn.Dropout(dropout), + nn.Linear(mult * dim, dim), + nn.Dropout(dropout), + ) + + def forward(self, x: Tensor) -> Tensor: + return self.layers(x) -- cgit v1.2.3-70-g09d2