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i have the same problem with opencv 4.5.0, cuda 11.1 and cudnn 8.0.5

compile works without errors, cudnn and cuda are both found according to cmake output.

still backend CUDA does not work, always switches to CPU. I do not see any problem during compile. Is there any way to find out how DNN part of opencv was built?