Winograd Convolution for DNNs: Beyond linear polynomials

Barbara Barabasz, David Gregg

Winograd convolution is widely used in deep neural networks (DNNs). Existing work for DNNs considers only the subset Winograd algorithms that are equivalent to Toom-Cook convolutio…