How to dicide the window size?

[ab4738]

I saw the different window size set as
W=[2, 5, 10, 25, 50, 100, 200, 300, 400, 500] in feature engineering.
I'm curious about why you choose these numbers.
Is there any reason or concern?
Thank for your patience and look forward to your reply.