Quantaized Winograd/Toom-Cook Convolution for DNNs: Beyond Canonical Polynomials Base

Barbara Barabasz

The problem how to speed up the convolution computations in Deep Neural Networks is widely investigated in recent years. The Winograd convolution algorithm is a common used method…