Sure, I can give you a quick answer to that. The government announced that it would achieve that target three years ahead of when it was initially announced, so in 2011-12.
Evidence of meeting #3 for Public Accounts in the 39th Parliament, 2nd session. (The original version is on Parliament’s site, as are the minutes.) The winning word was billion.
A recording is available from Parliament.