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GPU filters don't work in-place. Use different GpuMat objects for input and output parameters:

cv::gpu::GpuMat gpuinput=...;
cv::gpu::GpuMat gpuoutput;
cv::gpu::filter2D(gpuinput,gpuoutput,gpuinput.depth(),ker);