WBMM: Windowed Batch Matrix Multiplication for Efficient Large Receptive Field Convolution

Wan Song, Wei Zhou, Rui Wang +4

Large kernel depthwise convolutions achieve strong performance but suffer from significant degradation as kernel size grows due to irregular memory access from gather-based computa…