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4D Convolution Operator for TensorFlow

conv4d

A TensorFlow operator that realizes convolutions in 4D by performing several 3D convolutions.

Performs a convolution of the (t, z, y, x) dimensions of a tensor with shape (b, c, l, d, h, w) with k filters. The output tensor will be of shape (b, k, l', d', h', w'). (l', d', h', w') will be smaller than (l, d, h, w) if a valid padding was chosen.