From 729867b14754bffd98a3406b5d3a2eb9d09bc3bc Mon Sep 17 00:00:00 2001 From: Gustaf Rydholm Date: Wed, 1 Jun 2022 23:11:05 +0200 Subject: WIP conformer --- text_recognizer/networks/conformer/depth_wise_conv.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 text_recognizer/networks/conformer/depth_wise_conv.py (limited to 'text_recognizer/networks/conformer/depth_wise_conv.py') diff --git a/text_recognizer/networks/conformer/depth_wise_conv.py b/text_recognizer/networks/conformer/depth_wise_conv.py new file mode 100644 index 0000000..9465b7c --- /dev/null +++ b/text_recognizer/networks/conformer/depth_wise_conv.py @@ -0,0 +1,12 @@ +"""Depthwise 1D convolution.""" +from torch import nn, Tensor + + +class DepthwiseConv1D(nn.Module): + def __init__(self, in_channels: int, out_channels: int, kernel_size: int) -> None: + super().__init__() + self.conv = nn.Conv1d(in_channels=in_channels, out_channels=out_channels, kernel_size=kernel_size, groups=in_channels, + padding="same") + + def forward(self, x: Tensor) -> Tensor: + return self.conv(x) -- cgit v1.2.3-70-g09d2