I'd like to extend the question a bit:
How long would it take to recreate the technology we have now from scratch, if the only thing you can bring from our current life is the knowledge in a bunch of peoples heads?
Let's say you hand pick 100 persons, and put them on an island without any tools. (If they want a knife they'll have to make one from a rock.) There's enough resourses on the island. But if they want iron, they'll have to find the ore by themself. They work well together, there's no intrigues, no polar bears, no strange black smoke, and no others. There's a reasonable amount of food as long as they know how to hunt/collect it, and no huge dangers.
They're all determined to rebuild as much of technology as they can. How long will it take before they make their first GPU.