Not quite free. Last I checked, adding automatic differentiation to GPU computation for pricing exotic derivatives roughly doubled the computation cost. (Thou

Not quite free. Last I checked, adding automatic differentiation to GPU computation for pricing exotic derivatives roughly doubled the computation cost. (Though, traditional bump-and-reprice has exponential cost in the number of dimensions.)