How long until a GPU is generating revenue?

This will vary depending on whether this is a pre-purchase for hardware that is not yet procured, to hardware that is actively live and yielding revenue. Typically a new procurement or allocation can take up to 2 months. A live deployment will be generating revenue immediately.