Make sure that your memory card is in your psp. If your memory card is still inserted you may have accidentally formatted the card which erases everything.
Probably it's because your console's memory (memory stick) are broken. I think you must check it and if it's broken - replace. Also you may check you memory by using another console or connecting it to your PC. After all you may give it to service center. Thanks