Generate a NumPy array with powers of 2

You seem to be using NumPy, so why not just do this -

>>> 2 ** np.arange(4)
array([1, 2, 4, 8])

This is broadcasted exponentiation.

Maybe just:

l = [2**i for i in range(n)]