3d convolution support

[dmenig]

Hi. I'm currently looking at your code. It doesn't produce a bug on 3d convolutions but I wondered if it would eventually work (one epoch with 3d convolution context is usually pretty long ! ).

Have you ever gotten any feedback concerning these ? Do you think there's no reason it shouldn't ? Especially for quantization.