Solved by lantiga in post #3 
              
              
                For reference, calling numpy on a cpu tensor returns an array that shares the same buffer with the tensor. No data is copied, type is the same. 
getsizeof internally calls the __sizeof__ method on the object, then it adds the garbage collection overhead to it and returns. Apparently __sizeof__ on Py…