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.