The Iraq War, also known as the Second Gulf War, started from March 20, 2003 to May 1, 2003.
At the very bottom of the chart in 2003.

Please also note -- the 2003 trough to the 2007 peak was aprox five years in length.
For more on that issue see....The Economic Impact of the Iraq War and Higher Military Spending - PDF - or in HTML