CNN Accelerator Performance Dependence on Loop Tiling and the Optimum Resource-Constrained Loop Tiling
This paper analyzes the dependence of the convolutional neural network (CNN) accelerator performance on loop tiling.More specifically, based on the closed-form expression of the CNN accelerator performance, the dependence on the tile sizes is characterized by the derivative, the asymptote and the switching essential oil blend point between the comp