In the past several years, leading quant teams have been utilizing Algorithmic Differentiation (AD) to accelerate their valuation and risk management calculations. While AD has only been applied in financial markets recently, the methodology is several decades old. For many years, this technique has been successfully applied to a variety of fields including Oceanography, Physics, Geology