The greatest gains were made in the convolution, and canny kernels with minimal gains in grey world, auto contrast and no gains in resize. No changes were made to either Gaussian as they were implemented as convolution kernels.

One change that improved performance everywhere where able to be implemented was changing all variables from double to float. This improved performance across the board.