Example1 :
a = np.array([[[1,11,111],[2,22,222]], [[3,33,333],[4,44,444]], [[5,55,555],[6,66,666]],[[7,77,777],[8,88,888]]]) >>
>>> np.array(list(zip(*a))).reshape(2,12) array([[ 1, 11, 111, 3, 33, 333, 5, 55, 555, 7, 77, 777], [ 2, 22, 222, 4, 44, 444, 6, 66, 666, 8, 88, 888]])