What's the best way to implement 3D convolution in tensorflow?

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It seems the current version of Tensorflow doesn't support any command to directly perform 3D convolution. Theano does so, but I don't want to switch to Theano. I was just wondering is there any simple way to perform 3D convolution by perhaps using the available commands like conv2d? If anybody has the code to share, I would appreciate it.

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