Intel Corporation
SYSTEM AND METHOD FOR AN OPTIMIZED WINOGRAD CONVOLUTION ACCELERATOR

Abstract:

One embodiment provides a compute apparatus to perform machine learning operations, the compute apparatus comprising a hardware accelerator including a compute unit to perform a Winograd convolution, the compute unit configurable to perform the Winograd convolution for a first kernel size using a transform associated with a second kernel size.