Systems and methods for converting matrix inputs to vectorized inputs for matrix processors

摘要

A system and method for accelerating the convolution of images and similar arithmetic operations by using hardware-specific circuitry that allows multiple operations to be performed in parallel over a large data set is provided. In various embodiments, arithmetic operations are further enhanced by reusing data and eliminating redundant steps of storing and fetching intermediate results from registers and memory when performing arithmetic operations.