Conv4D in tf.nn.convolution

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I tried using tf.nn.convolution() for 6D input with 4D filter. But tf.nn.convolution() say "ValueError: input and filter must have rank at least 3 and at most 5".

My question is, Where is this limitation from? Only the implementation of Tensorflow? or limitation of CUDA/cuDNN?

(python 3.6, tensorflow 1.12)

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