I've only had my Touchpad 6 days but I'm certain that the battery is draining even when it's turned off. I've been making a not of the battery percentage before turning it off.
By turn off I mean hold down the power button for 5 seconds and then select Shutdown from the menu that comes up. Does that actually full shut the TouchPad down? It seems like it does given the time it takes to start up again.