The problem is probably that Windows has disabled your GPU as there is no display attached to it.
You can stop Windows from doing this by disabling ULPS via the registry:
Go to:
[HKEY_LOCAL_MACHINE\SYSTEM\CurrentControlSet\Control\Class{4D36E968-E325-11CE-BFC1-08002BE10318}]
Change "EnableULPS" to 0 under the keys that apply to your video card(s).
You should be able to tell which keys (0000, 0001, etc) apply to your video cards by looking through the keys for the DriverDesc or other information.