the answer to both questions is: up to you.
read through the data loading tutorial: http://pytorch.org/tutorials/beginner/data_loading_tutorial.html#sphx-glr-beginner-data-loading-tutorial-py 678
Also read on how to give a custom collate function to the DataLoader (some threads on the forums cover it)