Nepalinajar, it is very important to have an approved (not pending) advance parole before you depart the US. Without approved AP your tps application/approval will be considered abandoned. You can apply for it at any time. Even If your h1 is approved, stamped I'd suggest you to maintain tps. Always be on safe side!