Sums of floating point numbers are ubiquitous in scientific computing. They occur when evaluating inner products, mean, variances, norms, and all kinds of nonlinear functions. In this work, several summation methods including Recursive summation method, Pairwise summation method, and Insertion summation method are described and finally a faithful rounding algorithm as a fastest and most accurate method is described