RAM consumption for large images

[igloooo]

I am trying to use your code for video prediction with large resolution, like 1281281, and I wonder how much RAM will it consume? Have you tried some tricks, like inserting pooling and unpooling layers to reduce the RAM consumption?
Also, I have found in your paper that there is another experiment on KTH data set. Do you have information about the configuration of hyperparameters, RAM consumption and training speed of that experiment?