Going all-in on the turn is suicide. He probably has an overpair and is probably going to call you. What did you think he was calling your raise with?

And I think it's better to raise with 10's or better before the flop, not strictly due to the value of your hand, but also because raising preflop makes it more likely you'll win the pot on the flop.