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"""Blurs image with randomly chosen Gaussian blur.
"""Blurs image with randomly chosen Gaussian blur kernel. The convolution will be using reflection padding corresponding to the kernel size, to maintain the input shape.
If the input is a Tensor, it is expected
to have [..., C, H, W] shape, where ... means an arbitrary number of leading dimensions.