Thanks! I will try this. That main issue I was having was due to ConvTranspose3d: https://github.com/pytorch/pytorch/issues/2119#issuecomment-430311611 12
It is reading my 5D inputs as 2D. Maybe you can offer a quick fix for it. Transpose will be more accurate than interpolation for my model definitely.