mmocr/models/textrecog/layers/robust_scanner_fusion_layer.py

# Copyright (c) OpenMMLab. All rights reserved.
import torch
import torch.nn as nn
from mmcv.runner import BaseModule


class RobustScannerFusionLayer(BaseModule):

    def __init__(self, dim_model, dim=-1, init_cfg=None):
        super().__init__(init_cfg=init_cfg)

        self.dim_model = dim_model
        self.dim = dim

        self.linear_layer = nn.Linear(dim_model * 2, dim_model * 2)
        self.glu_layer = nn.GLU(dim=dim)

    def forward(self, x0, x1):
        assert x0.size() == x1.size()
        fusion_input = torch.cat([x0, x1], self.dim)
        output = self.linear_layer(fusion_input)
        output = self.glu_layer(output)

        return output