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dnn module problems: Expand #17531

@wenqingzhang-gordon

Description

@wenqingzhang-gordon
System information (version)
  • OpenCV =>4.30.
  • Operating System / Platform =>Ubuntu 18.04
  • Compiler =>Qt5
Detailed description

There may be a bug in importing an 'Expand' layer.

It can be reproduced with the network in #17516 (comment).
Set the 'state' as an input of 'forward':

def forward(self, x, state):

then, delete:

state = torch.zeros(1, self.sDim)

In this manner, it will be copied and concatenated.
I think there may be a bug, because the name of the 'concat' layer is the same with the last copy of input.
I think we should add

node_proto.set_output(0, layerParams.name);

after

layerParams.set("axis", broadcast_axes[0]);

If not, it will throw an exception in the following steps, because the concat layer can not be found with a wrong name.

Steps to reproduce

It is described above.

Issue submission checklist
  • I report the issue, it's not a question
  • I checked the problem with documentation, FAQ, open issues,
    answers.opencv.org, Stack Overflow, etc and have not found solution
  • I updated to latest OpenCV version and the issue is still there
  • There is reproducer code and related data files: videos, images, onnx, etc

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