You can try making array2 contiguous, you can call np.ascontiguousarray on it before saving:

array2 = np.ascontiguousarray(array[:,:,[0,1,2,3,4,5]])

It will create a contiguous copy of array2, making saving faster...

You should see a performance improvement in the saving time. cheers