Solved by Nikronic in post #3 
              
              
                Hi, 
When you are loading your images, values are integer and has type of int64. 
This is source code of normalize. 

def normalize(tensor, mean, std, inplace=False):
    """Normalize a tensor image with mean and standard deviation.

    .. note::
        This transform acts out of place by default,…