With high imaging accuracy, signal-to-noise ratio, and good amplitude balance, least-squares reverse time migration (LSRTM) is an algorithm suitable for deep high-precision oil gas exploration. However, the computational costs limit its large-scale industrial application. The difference between traditional (RTM) LSRTM whether to eliminate effect of Hessian operator or not while solving matrix e...